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Location: New York City, NY About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working together to build beneficial AI systems. About the Role Anthropic manages one of the largest and fastest-growing infrastructure fleets in the industry — spanning multiple accelerator families, cpu families and clouds. The Capacity Engineering team is responsible for making sure all our infrastructure resources are accounted for, well-utilized, and efficiently allocated. We own the data, tooling, and operational systems that let Anthropic plan, measure, and maximize utilization across first-party and third-party compute. As an engineer on Capacity Engineering, you will build the production systems that power this work: data pipelines that ingest and normalize telemetry from heterogeneous cloud environments, observability tooling that gives the org real-time visibility into fleet health, and performance instrumentation that measures how efficiently every major workload uses the hardware it’s running on. You will be expected to write production-quality code every day, operate alongside Kubernetes-native infrastructure at meaningful scale, and directly influence decisions around one of Anthropic’s largest areas of spend. You’ll collaborate closely with research engineering, infrastructure, inference, and finance teams. The work requires someone who can move between data engineering, systems engineering, and observability with comfort — and who thrives in a high-autonomy, high-ambiguity environment. This is a pipeline role feeding four areas. Depending on your background and business priority, you’ll focus primarily in one, but the boundaries are fluid and the problems overlap: Data platform Pipelines that ingest occupancy and utilization telemetry from Kubernetes clusters, normalize billing and usage across cloud providers, and serve the BigQuery tables the rest of the org queries against. Correctness, completeness, and latency are the job, not a footnote. Consumers range from research engineers to finance to leadership, so it's product work as much as engineering: defining schema contracts, making data discoverable, and figuring out what people actually need. Planning Knowing what the fleet has, where it's going, and what's in the way. Making the state of the fleet legible and actionable in real time: cluster health tooling, capacity planning platforms, alerting on occupancy drops and allocation problems, and systemic fixes to scheduling and fragmentation. Kubernetes operations on one side, cross-team coordination on the other. Efficiency Measuring and improving how effectively every major workload uses the hardware it runs on. Instrumenting utilization across training, inference, and eval systems, building benchmarking infrastructure, establishing per-config baselines, and working directly with system-owning teams to close the gaps. The metric has to be good enough that the team on the hook for it agrees with the number. Attribution and forecasting Connecting what the fleet costs to what the business is doing with it. Reconciling CSP billing exports against vendor telemetry and internal systems with mismatched schemas, attributing spend to the workloads and teams that generate it, and turning inference demand signals and research roadmaps into a defensible compute plan. Efficiency metrics have to survive contact with finance: stripped of pure demand and unit-price effects, reproducible month over month, and legible to a CFO. Key responsibilities Build the planning and allocation stack — the tools leadership uses to allocate capacity, teams use to plan against their allocations, and the scheduler enforces. Cross-region and cross-provider placement, guardrails, queueing, occupancy KPIs. Drive the efficiency programs: stranding and rightsizing, unused capacity recovery, and job-level utilization across training, inference, and eval. Establish per-config baselines and work with system-owning teams to close the gaps. Utilization improvements are worth enormous sums at our scale. Own attribution and forecasting — reconcile billing across ten-plus providers against telemetry and internal systems, attribute spend to the workloads that generate it, and turn demand signals and research roadmaps into a defensible compute plan and supply pipeline. Build the data platform underneath all of it: pipelines ingesting occupancy, utilization, and cost from a rapidly diversifying fleet into BigQuery, with real ownership of completeness, latency SLOs, and gap detection. Every new provider is a net-new integration. Operate Kubernetes-native systems at scale — collection agents, workload labeling, and the taint/reservation/scheduling behavior that determines what capacity is actually usable. Treat the output as a product, not a pipeline. Gather your own requirements, define schema contracts, and design for consumers ranging from research engineers to a CFO — including on-call and SLOs, because these surfaces are load-bearing for the company. What you bring A strong track record building and operating production systems. This is a hands-on engineering role with a devops flavor. Python and SQL at production quality. Most pipeline code is Python; the presentation layer is BigQuery SQL, including table-valued functions and views. Both need to be idiomatic, well-tested, and maintainable. Deep experience with at least one major cloud provider (Amazon Web Services, Google Cloud, or Microsoft Azure) and its operations Experience with observability tooling stack, including Prometheus, PromQL, and Grafana, including writing recording rules and building monitoring that engineering teams rely on. Ability to gather your own requirements and work across organizational boundaries in an ambiguous environment with limited direction. Preferred qualifications Experience with capacity planning, resource management, or cost attribution systems at a hyperscaler or in a large-scale machine learning environment. Time spent in product engineering and developer experience absolutely counts here. Scheduling and packing efficiency experience, or profiling-driven optimization of large distributed workloads. Multi-cloud data ingestion experience, especially normalizing billing exports, reservation APIs, on-demand capacity reservations, commitments, and vendor telemetry from providers with different billing arrangements. Total cost of ownership and forecasting experience, including decomposing whether infrastructure growth is causal or correlated with business drivers. Accelerator infrastructure familiarity. GPU metrics (DCGM), TPU utilization, Trainium power and utilization metrics, or experience with machine learning training and inference systems at the hardware level. Experience building internal data products with self-service access, schema contracts, API serving, documentation, and discoverability. Not just pipelines, but thinking about how the data gets consumed. Storage efficiency, retention, and lifecycle program experience at exabyte scale. The annual compensation range for this role is listed below. For sales roles, the range provided is the role’s On Target Earnings ("OTE") range, meaning that the range includes both the sales commissions/sales bonuses target and annual base salary for the role. Annual Salary: $320,000 — $485,000 USD Logistics Minimum education: Bachelor’s degree or an equivalent combination of education, training, and/or experience Required field of study: A field relevant to the role as demonstrated through coursework, training, or professional experience Minimum years of experience: Years of experience required will correlate with the internal job level requirements for the position Location-based hybrid policy: Currently, we expect all staff to be in one of our offices at least 25% of the time. However, some roles may require more time in our offices. Visa sponsorship: We do sponsor visas! However, we aren't able to successfully sponsor visas for every role and every candidate. But if we make you an offer, we will make every reasonable effort to get you a visa, and we retain an immigration lawyer to help with this. For roles performing work in California: We will consider for employment all qualified applicants, including those with arrest or conviction records or criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the San Francisco Fair Chance Ordinance, the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act. We encourage you to apply even if you do not believe you meet every single qualification. Not all strong candidates will meet every single qualification as listed.  Research shows that people who identify as being from underrepresented groups are more prone to experiencing imposter syndrome and doubting the strength of their candidacy, so we urge you not to exclude yourself prematurely and to submit an application if you're interested in this work. We think AI systems like the ones we're building have enormous social and ethical implications. We think this makes representation even more important, and we strive to include a range of diverse perspectives on our team. Your safety matters to us. To protect yourself from potential scams, remember that Anthropic recruiters only contact you from @anthropic.com email addresses. In some cases, we may partner with vetted recruiting agencies who will identify themselves as working on behalf of Anthropic. Be cautious of emails from other domains. Legitimate Anthropic recruiters will never ask for money, fees, or banking information before your first day. If you're ever unsure about a communication, don't click any links—visit anthropic.com/careers directly for confirmed position openings. How we're different We believe that the highest-impact AI research will be big science. At Anthropic we work as a single cohesive team on just a few large-scale research efforts. And we value impact — advancing our long-term goals of steerable, trustworthy AI — rather than work on smaller and more specific puzzles. We view AI research as an empirical science, which has as much in common with physics and biology as with traditional efforts in computer science. We're an extremely collaborative group, and we host frequent research discussions to ensure that we are pursuing the highest-impact work at any given time. As such, we greatly value communication skills. The easiest way to understand our research directions is to read our recent research. This research continues many of the directions our team worked on prior to Anthropic, including: GPT-3, Circuit-Based Interpretability, Multimodal Neurons, Scaling Laws, AI & Compute, Concrete Problems in AI Safety, and Learning from Human Preferences. Come work with us! Anthropic is a public benefit corporation headquartered in San Francisco. We offer competitive compensation and benefits, optional equity donation matching, generous vacation and parental leave, flexible working hours, and a lovely office space in which to collaborate with colleagues. Guidance on Candidates' AI Usage: Learn about our policy for using AI in our application process.

Location: Argentina; Nicaragua; Colombia; Brazil; Mexico As a Business Development Representative, you will build the first connections with a growing base of brands on a fast-growing influencer marketing platform. You will consult prospective clients on the platform’s offerings and turn the most engaged users into qualified sales opportunities in a fast-paced, high-velocity environment. We are looking for an SDR or BDR who is comfortable with high activity volume, quick consultative conversations, and reading usage data to decide who to contact and when. Responsibilities: Working a daily queue of product-qualified leads (PQLs) flagged from usage signals, with outreach by email, phone, and LinkedIn. Achieving a calling volume of 40 to 80 calls per day to qualify key leads. Running short discovery sessions that connect a brand’s goals to subscription features. Providing quick assistance and troubleshooting to users with questions. Testing outreach timing, messaging, and offers, and reporting on what works. Collaborating directly with Account Executives. Feeding back which signals predict conversion to sharpen PQL scoring. Keeping the CRM (HubSpot) accurate and up to date. As time permits, conducting outreach to marketing-qualified leads (MQLs) and cold outreach to good-fit brand accounts. Requirements C1-C2 English proficiency. Clear, confident written and spoken English is required for daily calls and outreach. 1 to 3+ years in SDR, BDR, inside sales, or another fast-paced, customer-facing role. Comfort with high activity volume and quick, consultative conversations. Clear, concise writing: you can make a two-line email land. Curiosity about data and comfort reading usage signals to decide who to contact and when. Experience selling to marketing teams, e-commerce brands, or agencies. Background in influencer marketing, the creator economy, or martech. Benefits Location: 100% Remote (LatAm), with an emphasis on async collaboration Compensation: 2,000 to 3,000 USD/monthly base + commission (4,000 USD/monthly OTE) Annual performance and compensation reviews PTO: 2 weeks of vacation + paid statutory holidays Paid sick leave

Location: Colombia About the Role We're hiring an Ops & Marketing Project Manager to be the organization backbone of a small, fast-moving team. Plans get made in Slack, work gets briefed in Notion, and the gap between those two is where things quietly die. You're the person who closes that gap. This role sits primarily on the operations side of our home fragrance brand. You'll own wholesale operations end to end, and you'll be the one keeping product development, inventory, and production moving: chasing suppliers, holding timelines, building the project boards, and making sure nothing sits waiting on an answer nobody asked for. You'll also own the marketing calendar and the project flow behind it. Our marketing team moves fast across website, paid, email, and creator work, and it needs someone who makes sure that once something is decided it has an owner, a date, a dependency map, and someone chasing it. You're not deciding what we launch. You're the person who knows the status of everything, without being asked. We're an AI-forward company, and this is an AI-forward role. Claude is part of how this team works every day, not a side experiment. We expect you to build your systems, SOPs, trackers, and reporting with AI in the loop, and to keep finding the places where it takes busywork off your plate and off the plates of the people around you. You don't need a technical background. You do need real curiosity and the willingness to make it part of how you work. What You'll Do Own wholesale day to day: processing orders, charging payments, creating shipments and inbounds, and the customer service that comes with it Create 3PL orders for suppliers, samples, and anything else needed Write the SOPs as you go, so the function can be handed to a dedicated coordinator over time. Designing your own replacement here is part of the job, not a threat to it Product Development, Inventory, and Production Supplier follow-up, cost comparisons, timelines, and project boards across new products and packaging Stay closely on top of production status and timelines, and flag slippage early enough that we can do something about it Support inventory operations and learn the fundamentals of production from the team, with room to take on more here over time The Marketing Calendar Own a single calendar across brands and channels: website, paid creative, email and SMS, creator and UGC, promotions, and product launches Hold the dates. Work backwards from the launch date rather than forwards from today, so creative, approvals, and builds land in the right order Turn strategy into briefed work. When a plan arrives as ten line items with five names attached, you break it into owned tasks with real dates and confirm who has what Catch collisions before they cost a day: duplicate briefs, two designers on the same asset, work blocked on an approval nobody requested Run the weekly cadence. What shipped, what slipped and why, and what's at risk next week, published without being asked for it Systems, Notion, and AI Own Notion as the system of record for these areas: structure, templates, status hygiene, and getting people to actually use it Build real systems where only informal structure exists today, then keep them alive. A board nobody updates is worse than no board Use AI to build and run those systems, from drafting SOPs and briefs to pulling together reporting and tracking what's outstanding Keep creator and partnership records, contracts, and payments accurate and moving, in step with finance and the partnerships team Requirements What We're Looking For Exceptional organization. This is the single most important quality for this role 3+ years managing multiple concurrent projects across teams Operations experience in e-commerce, consumer brands, wholesale, or supply chain Direct marketing experience, ideally owning or running a marketing calendar across channels You already use AI seriously in your own work, and you can show us how. We care more about how you think with it than which tools you've touched Hands-on Notion experience. You've built databases and views that other people relied on, not just filled in someone else's Experience working inside a CRM and keeping it clean and current (Folk, HubSpot, Salesforce, Klaviyo, or similar) Strong follow-through. You're persistent with suppliers, vendors, and teammates until you get an answer The instinct to surface problems early, with a recommendation attached Strong written communication. Most of this job happens in writing, across time zones Strong English communication skills Strong Excel and Google Sheets skills, and comfort across Word, PowerPoint, and Google's suite of tools Nice to Have Wholesale or B2B operations experience, including basic customer service Familiarity with Shopify, Cin7, Klaviyo, or Figma Experience with product development or packaging timelines Benefits 💰 Competitive salary in USD 🕒 Flexible working schedule 🌎 100% remote, long-term career opportunity

Location: South Africa; Pakistan; Poland; United Kingdom; United States; Canada About Huzzle At Huzzle, we connect talented professionals with exciting opportunities at leading companies across the US, UK, Canada, Europe, and Australia. Our clients range from fast-growing startups to established businesses in industries such as SaaS, MarTech, FinTech, and EdTech. Unlike traditional outsourcing agencies, we place you directly within a client’s team, where you can take ownership of your work, grow your career, and build long-term professional stability. Role Type: Full-time Engagement: Independent Contractor Job Summary We are seeking a motivated, results-oriented Sales Development Representative to join a growing sales team. In this role, you will play a key part in driving business growth by engaging potential clients and building a strong sales pipeline. This is a fast-paced opportunity for an experienced sales professional who thrives on high-volume outreach and has the skills to turn cold prospects into valuable discovery calls. Key Responsibilities Execute high-volume outbound prospecting through phone calls, emails, and social media channels. Qualify leads through thorough discovery to identify prospects who align with our B2B solutions. Keep the CRM pipeline organized and up to date, accurately recording all activities and lead stages. Book and hand over qualified introductory meetings to Account Executives. Consistently achieve or exceed monthly and quarterly targets for qualified sales opportunities. Stay informed about industry trends and product offerings to communicate confidently and provide relevant insights during initial outreach. Requirements A proven track record of success in B2B sales environments. Confidence in high-volume cold calling and meeting demanding daily outreach targets. Excellent verbal and written communication skills. Strong organizational and time-management abilities, with the capacity to thrive in a fast-paced environment. Resilience, persistence, and a competitive mindset focused on exceeding targets. Familiarity with modern sales tools such as Salesforce, Outreach, Gong, or similar platforms. Previous experience working in a high-growth startup or technology-driven company. A solid understanding of account-based marketing (ABM) strategies. Benefits 🌎 Enjoy the flexibility of working remotely. 🚀 Collaborate with fast-growing international companies. 🎯 Earn bonuses and incentives based on your results. 🤝 Join global client teams directly, rather than working through an outsourcing arrangement. 🧠 Benefit from continuous mentorship, and sales growth support.

Location: Argentina; Morocco; Jamaica; Venezuela, Bolivarian Republic of; Colombia; Philippines About Huzzle At Huzzle, we connect talented professionals with exciting opportunities at leading companies across the US, UK, Canada, Europe, and Australia. Our clients range from fast-growing startups to established businesses in industries such as SaaS, MarTech, FinTech, and EdTech. Rather than following a traditional outsourcing model, we place you directly within a client’s team, giving you the opportunity to take ownership of your work, advance your career, and build long-term professional stability. Role Type: Full-time Engagement: Independent Contractor Job Summary We are seeking a motivated, results-driven Sales Development Representativeto join a growing sales team. In this role, you will contribute to business growth by engaging potential clients, generating new leads, and building a strong sales pipeline. This fast-paced opportunity is ideal for an experienced sales professional who thrives on high-volume outreach and knows how to turn cold prospects into meaningful discovery calls. Key Responsibilities Carry out high-volume outbound prospecting through phone calls, emails, and social media channels. Qualify leads through in-depth discovery to identify prospects who are a strong fit for our B2B solutions. Maintain an organized CRM pipeline, accurately recording sales activities and lead stages. Book and hand over qualified introductory meetings to Account Executives. Consistently meet or exceed monthly and quarterly targets for qualified opportunities. Keep up to date with industry trends and product knowledge to engage prospects confidently and provide relevant insights during initial outreach. Requirements Demonstrated success in B2B sales environments. Comfortable with high-volume cold calling and achieving ambitious daily outreach targets. Excellent verbal and written communication skills. Strong organizational and time-management skills, with the ability to perform in a fast-paced environment. Resilient, persistent, and driven to consistently exceed targets. Experience with modern sales tools such as Salesforce, Outreach, Gong, or similar platforms. Previous experience in a fast-growing startup or technology-focused company. A solid understanding of account-based marketing (ABM) strategies. Benefits 🌎 Enjoy the freedom of remote work. 🚀 Work with fast-growing companies across international markets. 🎯 Earn bonuses and incentives based on your results. 🤝 Become part of global client teams directly, without the traditional outsourcing model. 🧠 ccess ongoing support to advance your sales career.

Location: Ethiopia; Botswana; Sri Lanka; Egypt About Huzzle At Huzzle, we connect exceptional talent with top opportunities at leading companies across the UK, US, Canada, Europe, and Australia. Our clients include fast-growing startups, digital agencies, SaaS companies, and tech-enabled businesses across industries such as MarTech, FinTech, EdTech, and eCommerce. Unlike traditional outsourcing agencies, we place you directly with innovative companies where you become a valued member of the team. About the Company Our client is a growing technology-focused company looking for a driven Account Executive to take ownership of the sales process, build strong customer relationships, and consistently deliver revenue growth. This is an excellent opportunity for a sales professional who is confident managing prospects from initial qualification through to closing and enjoys working in a fast-paced, performance-driven environment. Role Type: Full-time Engagement: Independent Contractor Job Summary We are hiring an experienced, results-driven Account Executive (AE) with 3–4+ years of B2B sales experience and a proven track record of closing deals. This is a closing-focused sales role for someone who knows how to take qualified opportunities through the sales process, handle objections, negotiate confidently, and turn prospects into paying customers. We're looking for a true closer — not someone whose experience is limited to prospecting, appointment setting, or lead generation. The ideal candidate has consistently achieved sales targets, managed a pipeline independently, and can demonstrate measurable revenue generated from deals they personally closed. Key Responsibilities Own the sales cycle from qualified opportunity to signed contract. Conduct discovery calls, product demonstrations, and sales presentations with decision-makers. Close B2B deals consistently , converting qualified opportunities into paying customers. Manage objections, negotiate pricing and contract terms, and secure commitments. Build relationships with key stakeholders and senior decision-makers. Maintain an accurate sales pipeline and forecasts using CRM platforms such as HubSpot or Salesforce. Follow up strategically with prospects to move opportunities through the pipeline. Consistently meet or exceed monthly and quarterly revenue targets. Collaborate with SDRs, marketing, and leadership teams to maximize conversion rates. Requirements 3–4+ years of proven B2B sales experience, ideally in an Account Executive or closing-focused role. Demonstrable closing experience is mandatory — you must have personally owned and closed deals, not just booked meetings or generated leads. Proven track record of meeting or exceeding sales quotas and revenue targets. Experience managing deals from discovery through negotiation to signed agreement. Strong objection-handling, negotiation, and closing skills. Confidence selling to business owners, senior stakeholders, and decision-makers. Experience using CRM systems such as HubSpot, Salesforce, or Pipedrive. Excellent spoken and written English communication skills. Ability to work independently in a remote, target-driven sales environment. Comfortable discussing previous sales performance, including quota attainment, average deal size, and closed revenue. Nice to Have Experience selling SaaS, technology, marketing services, or other B2B solutions. Experience selling into UK, US, or international markets. Experience closing deals through video calls and remote sales processes. Familiarity with structured sales methodologies such as MEDDIC, SPIN, or Challenger Sales. Benefits 💰 Competitive salary and uncapped commission structure 🌎 Fully remote work environment 🚀 Career growth and leadership opportunities 📈 Long-term stability in a growing market 🎯 Performance-based incentives and bonuses

Location: Spain; United Kingdom; Colombia; Germany; Austria; Portugal About Huzzle At Huzzle, we connect exceptional talent with top opportunities at leading companies across the UK, US, Canada, Europe, and Australia. Our clients include fast-growing startups and established businesses in SaaS, MarTech, FinTech, and EdTech. Unlike traditional outsourcing, you’ll be placed directly with a client as a core member of their team—giving you real ownership, career progression, and long-term stability. Role Type: Full-time Engagement: Independent Contractor Job Summary We are looking for an ambitious, German-speaking Sales Development Representative to revolutionize how traditional industries—like manufacturing and logistics—approach sales. In this role, you will be the engine of the growth team, leveraging an AI-powered sales assistant platform to help B2B SMEs digitize their field sales efforts. You will play a critical role in expanding the footprint across the DACH region, turning cold prospects into high-value partnerships within a rapidly scaling tech environment. Key Responsibilities Pipeline Generation: Own the top-of-funnel outbound strategy, aiming to book 20–40 qualified meetings per month with decision-makers at trade-fair-intensive industrial SMEs. Multi-Channel Outreach: Execute high-volume outreach including cold calling, personalized LinkedIn engagement, and managing Lemlist email sequences. Lead Qualification: Qualify inbound leads from major industry trade shows (e.g., AMB, EuroBLECH) and outbound prospects using BANT criteria to ensure high-quality handoffs. CRM Excellence: Maintain impeccable data integrity within HubSpot, ensuring every touchpoint, lead status, and context note is accurately logged. Strategic Iteration: Partner with the GTM team to test and refine messaging, positioning, and objection handling based on real-time market feedback. Strategic Research: Personalize outreach based on specific company signals, such as recent hires, tech stack, or trade show attendance, rather than relying on generic templates. Requirements Language Mastery: Native or professional fluency in both German and English (written and verbal). Sales Experience: Proven track record in B2B SaaS sales, specifically selling to SMEs in traditional sectors like manufacturing, logistics, or construction. Location & Availability: Must be based in the CEE region and able to provide consistent overlap with the Berlin timezone (08:30–15:00). Persistence: High energy and resilience for daily cold calling and objection handling. Tech Literacy: Ability to quickly adopt and utilize AI-powered sales tools and CRM workflow Nice-to-Haves Industry Expertise: Prior experience within Manufacturing, Electronics, Logistics, or Supply Chain sectors Tool Stack Mastery: Familiarity with HubSpot, Apollo.io, Lemlist, Slack, and Claude Sales Craft: Advanced skills in outbound messaging, cold emailing, and full-cycle sales strategies Benefits 💰 Competitive base salary with a clear commission structure 🚀 Work with high-growth international companies 📈 Clear career progression to Account Executive and beyond 🎯 Performance-based bonuses and incentives 🤝 Direct hire with global clients (not outsourced) 🧠 Ongoing training, mentorship, and sales development support

Location: Canada; United States About Huzzle At Huzzle, we connect exceptional talent with top opportunities at leading companies across the UK, US, Canada, Europe, and Australia. Our clients include fast-growing startups, digital agencies, SaaS companies, and tech-enabled businesses across industries such as MarTech, FinTech, EdTech, and eCommerce. Unlike traditional outsourcing agencies, we place you directly with innovative companies where you become a valued member of the team. About the Company Our client is a high-growth data intelligence and strategic research consultancy that helps organizations turn complex information into measurable business value. Specializing in data activation and platform implementation, the team bridges the gap between technical architecture and commercial strategy. They serve high-stakes industries including financial services, healthcare, and retail by building governed data solutions that drive confident, evidence-led decision-making. Operating with a senior-led model, the firm prioritizes business outcomes over technology checklists, utilizing deep expertise in research design and engineering to solve critical challenges. The team is built on a culture of platform honesty and bounded delivery, moving away from traditional staffing pyramids toward a more focused, impactful approach. This is an opportunity to join a specialized group of practitioners dedicated to transforming how modern enterprises utilize data to achieve clarity and results. Role Type: Full-time Engagement: Independent Contractor Job Summary We are looking for a high-octane Sales Executive to lead a critical expansion phase for a premier digital marketing agency. Having dominated the automotive and collision repair space, the team is now scaling into new verticals. We need a full-cycle closer who thrives in the "zero-to-one" phase—someone who can hunt, consult, and close high-value retainers while leveraging modern AI tools to outpace the competition. This is an opportunity to report directly to GTM leadership and shape the growth trajectory of a fast-moving, distributed agency. Key Responsibilities Execute the full sales cycle from proactive lead generation and outbound prospecting to discovery, proposal, and closing. Identify and penetrate new market verticals, translating the agency's proven success in automotive into fresh industries. Conduct deep-dive discovery sessions to understand client pain points and pitch complex, multi-channel marketing retainers. Manage a clean and rigorous pipeline within HubSpot, ensuring all data is accurate and actionable. Collaborate with the creative and performance teams to ensure proposals are feasible and aligned with client goals. Integrate AI tools into your daily workflow to accelerate prospecting, personalize outreach, and streamline administrative tasks. Requirements Location: Must be based in the United States or Canada. Agency Experience: Proven track record selling professional services within a digital marketing agency environment. Full-Cycle Expertise: Demonstrable experience running the entire sales process; we are looking for a closer, not just an SDR or account manager. Proven Performance: A history of hitting or exceeding quotas with specific revenue numbers to back it up. Tech-Forward: You are an early adopter of AI tools and can articulate how you use them to gain a competitive edge. Digital Literacy: Deep understanding of the digital marketing landscape, including performance marketing, SEO, and creative strategy. Sales Hygiene: Disciplined CRM habits (HubSpot preferred) and a structured approach to pipeline management. Benefits 💰 Competitive salary and uncapped commission structure 🌎 Fully remote work environment 🚀 Career growth and leadership opportunities 📈 Long-term stability in a growing market 🎯 Performance-based incentives and bonuses

Location: Remote-Friendly, United States About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working together to build beneficial AI systems. About the role Anthropic is building AI systems that will shape the trajectory of one of the most consequential technologies in human history. That work requires physical infrastructure at significant scale, and building that infrastructure the right way means being a real, long-term partner to the communities where we operate. We are looking for a Community Engagement Manager in Indiana and Kentucky to join our Public Policy team and serve as Anthropic's on-the-ground presence in the communities where our data centers are sited, built, and operated. This is not a communications role or a government affairs role, though you will do elements of both. It is a relationship role: your job is to make Anthropic a trusted, visible, and valued neighbor, from the earliest stages of site selection through construction and long-term operations. You will be the connective tissue between Anthropic's Policy and Infrastructure teams and the local officials, community organizations, economic development partners, and residents who have a stake in what we build. You will surface concerns before they escalate, translate our technical and operational plans into clear local benefits, and build the coalitions that allow us to move quickly and responsibly. Because Anthropic's infrastructure footprint is still early in its growth, you will also help write the playbook: the processes you build in your first markets are the ones we will use as we expand. You will travel regularly within Indiana and Kentucky, up to 50% of the time, and occasionally to other Anthropic data center markets. Key responsibilities Build and maintain trusted, sustained relationships with county commissioners and councils, Kentucky fiscal courts and judge-executives, mayors and city councils, plan commissions and zoning boards, state and regional economic development organizations, community groups, civic leaders, educational institutions, and workforce partners in the Indiana and Kentucky data center markets you cover Develop and execute a community engagement strategy for each of your markets, spanning site selection, pre-development, construction, and ongoing operations Build external coalitions, host education and listening sessions, and design local solutions that deliver real benefits to the communities where we operate Represent Anthropic in public forums, town halls, planning hearings, community events, and local media Monitor community sentiment and local political dynamics, and advise internal teams on risks, opportunities, and the right pace and posture for engagement Partner with the Real Estate and Infrastructure team to bring community input into how projects are planned, communicated, and delivered, not just how they are announced Work with the Communications team to develop proactive, locally relevant messaging Coordinate charitable giving, community investment, and economic development commitments in your markets, including managing nonprofit partner relationships Partner with the Energy and Sustainability team to explain our approach to environmental stewardship and respond to questions about power, water, and land use, including how large electricity needs are served by local utilities and rural electric cooperatives Build a community engagement playbook and repeatable processes that scale as Anthropic's infrastructure footprint grows Minimum qualifications Experience in community affairs, public affairs, economic development, government relations, local or state government, or a closely related field Direct experience working for or engaging with county and municipal governments and a broad set of community stakeholders on behalf of large infrastructure, construction, energy, or technology projects, with a working understanding of how local politics and community dynamics actually play out A skilled relationship and coalition builder who earns trust with a diverse group of stakeholders, and who maintains relationships through difficult conversations The ability to represent a company credibly in public settings, including town halls, hearings, and press interviews Strong written and verbal communication skills, including the ability to turn a complex operational plan into plain language that a local official or reporter can understand and respond to The ability to work independently, get up to speed quickly on complex policy issues, and manage multiple concurrent engagements across different markets without losing track of any of them Based in Indiana or Kentucky or willing to relocate to one of them, and prepared to travel regularly across both states Preferred qualifications 7+ years of experience in community engagement specifically on data center, utility, energy, or large-scale industrial infrastructure projects, or in local government Familiarity with land use, zoning, and permitting processes at the county and municipal level in Indiana and/or Kentucky, including local tax abatement and incentive approvals Experience managing corporate social responsibility programs Established relationships with economic development, workforce, or civic organizations in the markets this role covers Experience working with real estate, legal, communications, and policy teams at the same time A genuine interest in the communities where you work, not just the projects you are managing The annual compensation range for this role is listed below. For sales roles, the range provided is the role’s On Target Earnings ("OTE") range, meaning that the range includes both the sales commissions/sales bonuses target and annual base salary for the role. Annual Salary: $265,000 — $295,000 USD Logistics Minimum education: Bachelor’s degree or an equivalent combination of education, training, and/or experience Required field of study: A field relevant to the role as demonstrated through coursework, training, or professional experience Minimum years of experience: Years of experience required will correlate with the internal job level requirements for the position Location-based hybrid policy: Currently, we expect all staff to be in one of our offices at least 25% of the time. However, some roles may require more time in our offices. Visa sponsorship: We do sponsor visas! However, we aren't able to successfully sponsor visas for every role and every candidate. But if we make you an offer, we will make every reasonable effort to get you a visa, and we retain an immigration lawyer to help with this. For roles performing work in California: We will consider for employment all qualified applicants, including those with arrest or conviction records or criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the San Francisco Fair Chance Ordinance, the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act. We encourage you to apply even if you do not believe you meet every single qualification. Not all strong candidates will meet every single qualification as listed.  Research shows that people who identify as being from underrepresented groups are more prone to experiencing imposter syndrome and doubting the strength of their candidacy, so we urge you not to exclude yourself prematurely and to submit an application if you're interested in this work. We think AI systems like the ones we're building have enormous social and ethical implications. We think this makes representation even more important, and we strive to include a range of diverse perspectives on our team. Your safety matters to us. To protect yourself from potential scams, remember that Anthropic recruiters only contact you from @anthropic.com email addresses. In some cases, we may partner with vetted recruiting agencies who will identify themselves as working on behalf of Anthropic. Be cautious of emails from other domains. Legitimate Anthropic recruiters will never ask for money, fees, or banking information before your first day. If you're ever unsure about a communication, don't click any links—visit anthropic.com/careers directly for confirmed position openings. How we're different We believe that the highest-impact AI research will be big science. At Anthropic we work as a single cohesive team on just a few large-scale research efforts. And we value impact — advancing our long-term goals of steerable, trustworthy AI — rather than work on smaller and more specific puzzles. We view AI research as an empirical science, which has as much in common with physics and biology as with traditional efforts in computer science. We're an extremely collaborative group, and we host frequent research discussions to ensure that we are pursuing the highest-impact work at any given time. As such, we greatly value communication skills. The easiest way to understand our research directions is to read our recent research. This research continues many of the directions our team worked on prior to Anthropic, including: GPT-3, Circuit-Based Interpretability, Multimodal Neurons, Scaling Laws, AI & Compute, Concrete Problems in AI Safety, and Learning from Human Preferences. Come work with us! Anthropic is a public benefit corporation headquartered in San Francisco. We offer competitive compensation and benefits, optional equity donation matching, generous vacation and parental leave, flexible working hours, and a lovely office space in which to collaborate with colleagues. Guidance on Candidates' AI Usage: Learn about our policy for using AI in our application process.

Location: London Workplace: Hybrid ABOUT BEAMERY With the rapid expansion of AI and automation, the future of work has never been more challenging for organizations. Beamery’s unique jobs, skills and tasks data platform helps organizations navigate these challenges and make more informed decisions across Talent Lifecycle Management. Our solutions power recruitment, mobility, upskilling, diversity, work architecture and workforce planning for some of the world’s most forward-thinking companies. We believe that where you work is much more than just a job. Millions of people are being left behind every day in their careers, and we’re on a mission to fix this by creating equal access to meaningful work, skills and careers for all. We are an equal opportunity employer committed to building a representative Beamery, creating an equitable, inclusive and engaging environment for our people. So, what are you waiting for? Join us and help us transform the future of work once and for all. What’s ahead — and why it’s an exciting time to join the team:  Building agentic AI with advanced orchestration (multi-agent workflows, tool use, evaluation loops) that turns complex talent data into decisions. - Training and fine-tuning our own models on unique data about jobs, skills and tasks, and benchmarking them against the best in our market. - Joining an award-winning AI team (ACM RecSys Challenge 2026) that turns new ideas into innovative solutions with scientific rigour. - Sharing our work and learning from industry peers through challenges, conferences and publications. But it’s not all about creating high-quality products, we also very much value the company culture we have worked hard to create; built on trust, empathy & honesty ensuring our workforce is able to bring their full selves to work. ABOUT THE TEAM The Data Science team builds the AI models behind Beamery's Data Foundry, the common data and AI layer powering all Beamery products, and works hand in hand with the product teams to empower their features with AI (such as Talent Match and recommendations). At the heart of our work is the Beamery taxonomy, the language of work (skills, role titles and tasks) that every Beamery product speaks, built on more than a decade of research and kept current by the Taxonomist, our agentic system, so it reflects the real pulse of the job market. We combine LLMs, Transformers and embedding models with classic machine learning, always choosing the best balance between quality, latency and cost. We see ourselves as pioneers in AI for HR Tech: in 2026 the team finished 1st in the industry track and 2nd overall out of 40 teams at the ACM RecSys Challenge. ABOUT THE ROLE You will join the team as a Senior Data Scientist and own our matching, recommendation and taxonomy mapping models, working closely with the product engineering teams that bring them to our customers. You will be responsible for the full cycle of your work, from defining how quality is measured and designing the models to running robust scientific experiments, tracking technical and business metrics, and writing and reviewing code. You will also advise the product teams on how to implement AI features with an evaluation-first mindset, and keep pushing the boundaries of Beamery's AI. KEY RESPONSIBILITIES - Build, improve and own our matching and recommendation models (e.g. candidate to job matching, internal mobility recommendations etc.). - Apply an evaluation-first mindset: build golden datasets from real recruiter and user decisions, define quality metrics, design and run robust scientific experiments, track and report both technical and business metrics (using LLM-as-a-judge and human feedback), and communicate results and metrics clearly to the product teams. - Write clean and tested Python code using AI coding agents (such as Claude Code or Codex), and review code with care, both from your peers and from AI agents, so the team's codebase stays consistent, readable and safe. - Follow recent research (e.g. LLMs, embeddings, recommender systems, explainability, model evaluation) and bring the most relevant ideas into our product roadmap. - Document your work and present it clearly to product, engineering and business stakeholders, and contribute to the team's research visibility (such as challenges, conferences and publications). REQUIRED SKILLS AND EXPERIENCE - A minimum of 2-4 years of experience as a Data Scientist, Senior Data Scientist (or a similar role) in an AI startup or an AI team, with a dynamic environment and a variety of use cases. - Strong experience with recommender systems, search, ranking or matching (e.g. learning-to-rank, scoring models, Gradient Boosting Trees, embedding models). - Fluency in evaluation: designing datasets and quality metrics (such as AUC, NDCG, precision and recall), and using LLM-as-a-judge and human feedback. - A strong foundation in NLP and GenAI, including Transformers, LLMs and embedding models (training or fine-tuning them is a strong plus). - High-quality software development skills in Python (clean design, testing, packaging, maintainable code etc.), practical knowledge of CI/CD, and hands-on experience with agentic coding, with the judgement to know when AI-generated code is right or wrong. - The ability to simplify complex problems, to work with ambiguity, and to collaborate with data scientists, engineers, product managers and business stakeholders. - A Master's degree or PhD, or equivalent experience, in Computer Science, Data Science, Mathematics or a related field. NICE TO HAVE - Experience with explainable or conversational recommendations. - Experience in HR Tech, talent acquisition or workforce data. - Publications, open-source contributions or strong results in ML challenges (e.g. RecSys, Kaggle). WHAT WE OFFER - The chance to own core AI models that are used by some of the world's most forward-thinking organisations. - A team that publishes, competes and is recognised in the research community, while shipping real products. - Work with the latest AI technologies and tools, including AI coding agents as part of the daily workflow. - Close collaboration with experienced data scientists, QA, platform and product engineers. At this time, we are unable to provide Visa sponsorship for this role. Beamery is for Everybody. Diversity and open expression are fundamental to us. We acknowledge the challenges in our industry and strive to develop an inclusive culture where everybody can contribute. We are dedicated to creating an inclusive environment for everyone, regardless of ethnicity, religion, color, sexual orientation, gender identity, race, national origin, age, disability status, or caregiver status. If, for whatever reason, you need us to make reasonable adjustments and adaptations to our recruitment process, please email accommodations@beamery.com Visit our Diversity, Equality and Inclusion page https://careers.beamery.com/life-at-beamery/diversity-equality-inclusion/to learn more about progress and commitments.

Location: Sydney Workplace: Hybrid Company Description We’re http://checkout.comCheckout.com http://Checkout.com. You might not know our name, but companies like eBay, Spotify, Klarna, Uber, and Sony do, because we’re behind many of the digital experiences you use every day. We are where the world checks out, enabling over 10 billion transactions yearly for more than one billion global shoppers. Whether you want to book a holiday, order food, renew a subscription, or check out online, there’s a good chance our tech powers the payments behind the scenes. Our platform helps the most ambitious businesses deliver effortless digital experiences, at scale. If you want to do career-defining work, you’ve come to the right place. We move fast, think globally, and believe great teams are built by hiring exceptional people with conviction, curiosity, and the desire to make an impact. With 20 offices across six continents and London as our HQ, we’re shaping the future of fintech – and we’re just getting started. We’re looking for an experienced, event-led demand generation marketer to join our APAC team. Based in Australia, this role will lead the planning and delivery of high-impact events and integrated demand generation campaigns across Australia, New Zealand and Singapore. Reporting to the APAC Marketing Director, you will own the end-to-end execution of key marketing programmes—from event strategy and audience acquisition to on-site experiences, post-event follow-up and pipeline impact. You will bring events to life through compelling stories and tightly integrated campaigns across digital, content, paid media, ABM and commercial activation. This is a hands-on role for a versatile marketer who is equally comfortable shaping a plan and rolling up their sleeves to deliver it. You will test, learn and optimise continuously, using data and insight to improve performance and scale what works. Checkout.com http://Checkout.com is growing quickly, and so is our ambition in APAC. We need someone with a strong growth mindset—someone who is energised by change, comfortable operating with ambiguity, and able to create clarity, momentum and results in a fast-paced environment. This is a six-month contractor role based in Sydney, with the potential to extend depending on business needs. How you’ll make an impact - Lead the planning and execution of regional events, including industry conferences, executive roundtables, customer events, partner activations and owned experiences. - Build integrated event campaigns that drive awareness, engagement, qualified pipeline and revenue opportunities—from pre-event acquisition through post-event nurture and conversion. - Drive demand generation across online and offline channels to achieve MQL and opportunity targets, always looking for ways to unlock incremental growth. - Partner closely with Commercial teams in Australia, New Zealand and Singapore to align event and campaign priorities with market needs, target accounts and pipeline goals. - Apply an ABM lens to priority events and campaigns, creating personalised experiences and follow-up journeys for key accounts and buyer groups. - Identify, test and scale new growth opportunities, including new verticals, audiences, partnerships, event formats and paid or organic channels. - Develop strong regional campaign messaging and creative copy, and help build local content assets—including case studies, white papers, blogs, thought-leadership articles and event materials. - Support localised product marketing initiatives and ensure regional programmes reflect market needs. - Measure programme performance rigorously, translating results into clear recommendations and continuous improvement. What we are looking for - 4+ years of B2B marketing experience, with a strong track record in event marketing and demand generation. - Experience managing events end to end, from strategy, planning and execution through to follow-up, measurement and reporting. - A growth mindset: you are curious, commercially minded and always looking for smarter ways to create impact. - Comfortable working through ambiguity and changing priorities; you can make sound decisions, bring structure to open-ended problems and keep work moving. - Experience working in a fast-growing, fast-paced environment, with the resilience and adaptability to manage multiple priorities. - Strong project management skills, with the ability to manage several workstreams, stakeholders and deadlines at once. - Experience with Google Analytics, marketing automation platforms and CRM tools. - Excellent written and verbal communication skills in English. - A natural storyteller who can turn market, customer and product insights into compelling messaging and experiences. - Entrepreneurial, hands-on and proactive, with a strong “figure it out” mentality. - Customer-obsessed, humble, curious and open to continuous learning. - Collaborative and effective in a multicultural, cross-functional environment. Additional Information Bring all of you to work We create the conditions for high performers to thrive, through real ownership, fewer blockers, and work that makes a difference from day one. Here, you’ll move fast, take on meaningful challenges, and be recognized for the impact you deliver. It’s a place where ambition gets met with opportunity, and where your growth is in your hands. We work as one team, and we back each other to succeed. So whatever your background or identity, if you’re ready to grow and make a difference, you’ll be right at home here. It’s important we set you up for success and make our process as accessible as possible. So let us know in your application, or tell your recruiter directly, if you need anything to make your experience or working environment more comfortable. Life at Checkout.com http://Checkout.com We understand that work is just one part of your life. Our hybrid working model offers flexibility, with three days per week in the office to support collaboration and connection. Curious about what it’s like to be part of our team? Visit our Careers Page https://www.checkout.com/careers to learn more about our culture, open roles, and what drives us. For a closer look at daily life at Checkout.com http://Checkout.com, follow us on LinkedIn https://www.linkedin.com/company/checkout/life/ and Instagram https://www.instagram.com/checkout_com/

Responsibilities Design web and digital experiences from initial concept through final UI and developer handoff. Translate brand concepts and creative direction into engaging and usable digital interfaces.

Location: Tokyo Workplace: Hybrid Company Description We’re http://checkout.comCheckout.com http://Checkout.com. You might not know our name, but companies like eBay, Spotify, Klarna, Uber, and Sony do, because we’re behind many of the digital experiences you use every day. We are where the world checks out, enabling over 10 billion transactions yearly for more than one billion global shoppers. Whether you want to book a holiday, order food, renew a subscription, or check out online, there’s a good chance our tech powers the payments behind the scenes. Our platform helps the most ambitious businesses deliver effortless digital experiences, at scale. If you want to do career-defining work, you’ve come to the right place. We move fast, think globally, and believe great teams are built by hiring exceptional people with conviction, curiosity, and the desire to make an impact. With 20 offices across six continents and London as our HQ, we’re shaping the future of fintech – and we’re just getting started. Checkout.com http://Checkout.com is actively looking for an enthusiastic and inventive Account Manager to nurture and maintain long-term relationships with our Key accounts, merchants and partners. This is an excellent opportunity to join one of the most successful FinTech companies at a turning point of its global expansion.   You will be the business advisor and main point of contact to a merchant's pre, during and post integration process. You will act as the voice of our product and ambassador of our brand, delivering expertise, education, and mentorship to our merchants. The key for success here will be the ability to use your business savvy knowledge and the required gravitas to effectively communicate and influence at all levels to achieve mutually beneficial scenarios and promote our value proposition.   The ideal candidate is an independent, high-achieving individual, able to stand out in an ambitious environment and excel through self-motivation and personal drive. If you are eager to join a thriving, fast-paced, start-up company and contribute to shaping its future, this is the role for you to make a difference.   How you’ll make an impact - Crafting merchant specific account development plans - Building high touch, consultative and positive relationships with our merchants through regular and open communications - Delivering expertise, education, and guidance to merchants as they craft and complete a comprehensive, global payments strategy. - Tracking merchant project deliverables and ensure merchant activities are updated within SalesForce - Understanding the intricacies of our products, services and partner networks thoroughly to leverage as needed to meet our merchants’ needs - Collaborating with various teams (e.g. Sales, Legal, Integration, Support) across the company to ensure an outstanding merchant experience   What we’re looking for - 6+ years’ experience in a B2B Account Management, Relationship Management or Customer Success role in the FinTech and/or Payments industry - A strategic problem solver with excellent project management skills - Good knowledge of today’s major e commerce and payments technologies, players and major future trends - Customer driven and able to establish robust relationship with assigned customer base - Multifaceted approach adapting to changing requirements with the ability to balance multiple opportunities concurrently Additional Information Bring all of you to work We create the conditions for high performers to thrive, through real ownership, fewer blockers, and work that makes a difference from day one. Here, you’ll move fast, take on meaningful challenges, and be recognized for the impact you deliver. It’s a place where ambition gets met with opportunity, and where your growth is in your hands. We work as one team, and we back each other to succeed. So whatever your background or identity, if you’re ready to grow and make a difference, you’ll be right at home here. It’s important we set you up for success and make our process as accessible as possible. So let us know in your application, or tell your recruiter directly, if you need anything to make your experience or working environment more comfortable. Life at Checkout.com http://Checkout.com We understand that work is just one part of your life. Our hybrid working model offers flexibility, with three days per week in the office to support collaboration and connection. Curious about what it’s like to be part of our team? Visit our Careers Page https://www.checkout.com/careers to learn more about our culture, open roles, and what drives us. For a closer look at daily life at Checkout.com http://Checkout.com, follow us on LinkedIn https://www.linkedin.com/company/checkout/life/ and Instagram https://www.instagram.com/checkout_com/

Location: San Francisco, CA About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working together to build beneficial AI systems. About the Role Anthropic manages one of the largest and fastest-growing infrastructure fleets in the industry — spanning multiple accelerator families, cpu families and clouds. The Capacity Engineering team is responsible for making sure all our infrastructure resources are accounted for, well-utilized, and efficiently allocated. We own the data, tooling, and operational systems that let Anthropic plan, measure, and maximize utilization across first-party and third-party compute. As an engineer on Capacity Engineering, you will build the production systems that power this work: data pipelines that ingest and normalize telemetry from heterogeneous cloud environments, observability tooling that gives the org real-time visibility into fleet health, and performance instrumentation that measures how efficiently every major workload uses the hardware it’s running on. You will be expected to write production-quality code every day, operate alongside Kubernetes-native infrastructure at meaningful scale, and directly influence decisions around one of Anthropic’s largest areas of spend. You’ll collaborate closely with research engineering, infrastructure, inference, and finance teams. The work requires someone who can move between data engineering, systems engineering, and observability with comfort — and who thrives in a high-autonomy, high-ambiguity environment. This is a pipeline role feeding four areas. Depending on your background and business priority, you’ll focus primarily in one, but the boundaries are fluid and the problems overlap: Data platform Pipelines that ingest occupancy and utilization telemetry from Kubernetes clusters, normalize billing and usage across cloud providers, and serve the BigQuery tables the rest of the org queries against. Correctness, completeness, and latency are the job, not a footnote. Consumers range from research engineers to finance to leadership, so it's product work as much as engineering: defining schema contracts, making data discoverable, and figuring out what people actually need. Planning Knowing what the fleet has, where it's going, and what's in the way. Making the state of the fleet legible and actionable in real time: cluster health tooling, capacity planning platforms, alerting on occupancy drops and allocation problems, and systemic fixes to scheduling and fragmentation. Kubernetes operations on one side, cross-team coordination on the other. Efficiency Measuring and improving how effectively every major workload uses the hardware it runs on. Instrumenting utilization across training, inference, and eval systems, building benchmarking infrastructure, establishing per-config baselines, and working directly with system-owning teams to close the gaps. The metric has to be good enough that the team on the hook for it agrees with the number. Attribution and forecasting Connecting what the fleet costs to what the business is doing with it. Reconciling CSP billing exports against vendor telemetry and internal systems with mismatched schemas, attributing spend to the workloads and teams that generate it, and turning inference demand signals and research roadmaps into a defensible compute plan. Efficiency metrics have to survive contact with finance: stripped of pure demand and unit-price effects, reproducible month over month, and legible to a CFO. Key responsibilities Build the planning and allocation stack — the tools leadership uses to allocate capacity, teams use to plan against their allocations, and the scheduler enforces. Cross-region and cross-provider placement, guardrails, queueing, occupancy KPIs. Drive the efficiency programs: stranding and rightsizing, unused capacity recovery, and job-level utilization across training, inference, and eval. Establish per-config baselines and work with system-owning teams to close the gaps. Utilization improvements are worth enormous sums at our scale. Own attribution and forecasting — reconcile billing across ten-plus providers against telemetry and internal systems, attribute spend to the workloads that generate it, and turn demand signals and research roadmaps into a defensible compute plan and supply pipeline. Build the data platform underneath all of it: pipelines ingesting occupancy, utilization, and cost from a rapidly diversifying fleet into BigQuery, with real ownership of completeness, latency SLOs, and gap detection. Every new provider is a net-new integration. Operate Kubernetes-native systems at scale — collection agents, workload labeling, and the taint/reservation/scheduling behavior that determines what capacity is actually usable. Treat the output as a product, not a pipeline. Gather your own requirements, define schema contracts, and design for consumers ranging from research engineers to a CFO — including on-call and SLOs, because these surfaces are load-bearing for the company. What you bring A strong track record building and operating production systems. This is a hands-on engineering role with a devops flavor. Python and SQL at production quality. Most pipeline code is Python; the presentation layer is BigQuery SQL, including table-valued functions and views. Both need to be idiomatic, well-tested, and maintainable. Deep experience with at least one major cloud provider (Amazon Web Services, Google Cloud, or Microsoft Azure) and its operations Experience with observability tooling stack, including Prometheus, PromQL, and Grafana, including writing recording rules and building monitoring that engineering teams rely on. Ability to gather your own requirements and work across organizational boundaries in an ambiguous environment with limited direction. Preferred qualifications Experience with capacity planning, resource management, or cost attribution systems at a hyperscaler or in a large-scale machine learning environment. Time spent in product engineering and developer experience absolutely counts here. Scheduling and packing efficiency experience, or profiling-driven optimization of large distributed workloads. Multi-cloud data ingestion experience, especially normalizing billing exports, reservation APIs, on-demand capacity reservations, commitments, and vendor telemetry from providers with different billing arrangements. Total cost of ownership and forecasting experience, including decomposing whether infrastructure growth is causal or correlated with business drivers. Accelerator infrastructure familiarity. GPU metrics (DCGM), TPU utilization, Trainium power and utilization metrics, or experience with machine learning training and inference systems at the hardware level. Experience building internal data products with self-service access, schema contracts, API serving, documentation, and discoverability. Not just pipelines, but thinking about how the data gets consumed. Storage efficiency, retention, and lifecycle program experience at exabyte scale. The annual compensation range for this role is listed below. For sales roles, the range provided is the role’s On Target Earnings ("OTE") range, meaning that the range includes both the sales commissions/sales bonuses target and annual base salary for the role. Annual Salary: $320,000 — $485,000 USD Logistics Minimum education: Bachelor’s degree or an equivalent combination of education, training, and/or experience Required field of study: A field relevant to the role as demonstrated through coursework, training, or professional experience Minimum years of experience: Years of experience required will correlate with the internal job level requirements for the position Location-based hybrid policy: Currently, we expect all staff to be in one of our offices at least 25% of the time. However, some roles may require more time in our offices. Visa sponsorship: We do sponsor visas! However, we aren't able to successfully sponsor visas for every role and every candidate. But if we make you an offer, we will make every reasonable effort to get you a visa, and we retain an immigration lawyer to help with this. For roles performing work in California: We will consider for employment all qualified applicants, including those with arrest or conviction records or criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the San Francisco Fair Chance Ordinance, the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act. We encourage you to apply even if you do not believe you meet every single qualification. Not all strong candidates will meet every single qualification as listed.  Research shows that people who identify as being from underrepresented groups are more prone to experiencing imposter syndrome and doubting the strength of their candidacy, so we urge you not to exclude yourself prematurely and to submit an application if you're interested in this work. We think AI systems like the ones we're building have enormous social and ethical implications. We think this makes representation even more important, and we strive to include a range of diverse perspectives on our team. Your safety matters to us. To protect yourself from potential scams, remember that Anthropic recruiters only contact you from @anthropic.com email addresses. In some cases, we may partner with vetted recruiting agencies who will identify themselves as working on behalf of Anthropic. Be cautious of emails from other domains. Legitimate Anthropic recruiters will never ask for money, fees, or banking information before your first day. If you're ever unsure about a communication, don't click any links—visit anthropic.com/careers directly for confirmed position openings. How we're different We believe that the highest-impact AI research will be big science. At Anthropic we work as a single cohesive team on just a few large-scale research efforts. And we value impact — advancing our long-term goals of steerable, trustworthy AI — rather than work on smaller and more specific puzzles. We view AI research as an empirical science, which has as much in common with physics and biology as with traditional efforts in computer science. We're an extremely collaborative group, and we host frequent research discussions to ensure that we are pursuing the highest-impact work at any given time. As such, we greatly value communication skills. The easiest way to understand our research directions is to read our recent research. This research continues many of the directions our team worked on prior to Anthropic, including: GPT-3, Circuit-Based Interpretability, Multimodal Neurons, Scaling Laws, AI & Compute, Concrete Problems in AI Safety, and Learning from Human Preferences. Come work with us! Anthropic is a public benefit corporation headquartered in San Francisco. We offer competitive compensation and benefits, optional equity donation matching, generous vacation and parental leave, flexible working hours, and a lovely office space in which to collaborate with colleagues. Guidance on Candidates' AI Usage: Learn about our policy for using AI in our application process.

Location: Dubai; London, England, United Kingdom Workplace: hybrid We are a leading trading platform that is ambitiously expanding to the four corners of the globe. Our top-rated products have won prestigious industry awards for their cutting-edge technology and seamless client experience. We deliver only the best, so we are always in search of the best people to join our ever-growing talented team. We are looking for a Senior Product Owner to build the products behind our new Financial Investigation Unit as we expand into new financial products and markets. You will own the roadmap for investigation case management and customer offboarding. You’ll use AI to give investigators a complete picture of each case faster, and turn approved decisions into workflows that run reliably. You’ll work closely with investigators, Compliance, Operations and Engineering. Because this is a new capability, you’ll shape it from the ground up and, over time, build the team that runs it. Responsibilities: Own and prioritise the product roadmap for financial investigation case management and customer offboarding, focusing on investigation quality, timely decisions and reliable execution. Translate investigator needs into clear product requirements and acceptance criteria. Design workflows that make case ownership, status, next actions and escalation routes clear. Lead the development of AI and automation to assemble evidence, support analysis and reduce manual investigation work. Ensure outputs are traceable and subject to appropriate human review and approval. Bring relevant information together across systems, with clear sources and appropriate access controls. Enable complete, auditable case records that preserve evidence and reasoning through reviews and handovers. Translate approved offboarding procedures into reliable workflows with operational and control owners. Define approvals, dependencies, sequencing and exception handling, with clear confirmation that required actions have been completed. Deliver changes with Engineering through testing, staged rollout and monitoring. Test interrupted processes, duplicate requests and unavailable dependencies, with recovery routes and records of completed and outstanding actions. Measure investigation quality, case rework, avoidable delays and offboarding failures alongside user feedback. Use the findings to improve performance without treating faster case closure as proof of quality. Prepare Operations and Compliance for product changes, support adoption and resolve issues after launch. Feed quality reviews, audit findings and recurring operational problems into the roadmap. Requirements: 5+ years in product ownership or product management, including end-to-end ownership of a product roadmap at a senior level. Strong financial crime experience across investigations, AML, fraud or customer offboarding, gained in fintech, banking or another regulated business. A track record of building workflow or case-management products for operational users. Experience shipping AI or automation that cut manual work while keeping people in charge of key decisions. Ability to write precise requirements and work closely with engineers on complex, failure-tolerant workflows. Strong analytical skills, with experience defining metrics and using data to set priorities. Excellent stakeholder management, including working with Compliance and control owners on regulatory requirements. Experience building or growing a product team is desirable. What you will get in return: Competitive Salary: We believe great work deserves great pay! Your skills and talents will be rewarded with a salary that makes you feel valued and motivated. Work-Life Harmony: Join a company that genuinely cares about you - because your life outside of work matters just as much as your time on the clock. #LI-Hybrid Generous Time Off: Need a breather? Our annual leave policy lets you recharge and enjoy life outside of work without a worry. Employee Referral Program: Love working here? Share the love! Bring your talented friends on board and get rewarded for growing our awesome team. Comprehensive Health & Pension Benefits: From medical insurance to pension plans, we’ve got your back. Plus, location-specific benefits and perks! Workation Wonderland: Live your digital nomad dreams with 30 extra days to work remotely from anywhere in the world (some restrictions apply). Adventure awaits! Volunteer Days: Make a difference! Take two additional paid days each year to support causes you care about and give back to the community. Be a key player at the forefront of the digital assets movement, propelling your career to new heights! Join a dynamic and rapidly expanding company that values and rewards talent, initiative, and creativity. Work alongside one of the most brilliant teams in the industry.

Location: Brisbane Workplace: OnSite ABOUT HALTER At Halter, we’re on a mission to enable farmers and graziers to run the most productive and sustainable operations. Our customers are using Halter to break free from the time-intensive constraints of conventional practices. Imagine watching 500 cattle stand up and walk calmly towards their next break? No quad bikes, no dogs, no fences. Just a group of cattle walking at their own pace. People say it looks like magic. Our customers are revolutionizing grazing with Halter. It's changing lives and transforming an industry. People join Halter to do meaningful work. By joining us you’ll be solving challenging problems within a talented team and a culture built for high performance. Our team out-think, out-work and out-care. We’re committed to delivering real change in the world - this isn’t easy, and in truth, we love that it’s hard. We’re backed to deliver on a mission that matters by Tier 1 investors including Founders Fund https://foundersfund.com, Bessemer Venture Partners https://www.bvp.com/, BOND, https://www.bondcap.com/ DCVC https://www.dcvc.com/, Blackbird https://www.blackbird.vc/, Promus Ventures https://www.promusventures.com/, Rocket Lab’s Peter Beck and Icehouse ventures https://www.icehouseventures.co.nz/?utm_term=icehouse%20ventures&utm_campaign=Brand+Keywords&utm_source=adwords&utm_medium=ppc&hsa_acc=4064636360&hsa_cam=16902737884&hsa_grp=134004309485&hsa_ad=592971340272&hsa_src=g&hsa_tgt=kwd-1082530126230&hsa_kw=icehouse%20ventures&hsa_mt=b&hsa_net=adwords&hsa_ver=3&gclid=Cj0KCQjw2v-gBhC1ARIsAOQdKY0J0DepRVFDmjQlAkJPbZuQnLSA5UVzUzOXYiPxkjX-SeVa513_BhkaAr-MEALw_wcB. To find out more, visit our LinkedIn https://www.linkedin.com/company/halter-limited & Instagram https://www.instagram.com/lifeathalter/. ABOUT THE ROLE: We're looking for a Senior Content Specialist who's great at one thing above all else: telling producers' stories in a way that makes other producers want Halter, and knowing which stories are working. You'll own the words, stories and video that bring Halter to life in Australia, from case studies and blogs to email, social and product launch content. You'll spend real time on farm with the people who use Halter every day, and turn what you hear into content that builds trust, drives leads and helps existing customers get more from Halter. Your job is the content itself: the story, the voice, the craft and the read on whether it's landing. WHO WE'RE LOOKING FOR: - An experienced storyteller. You've got 5+ years in content writing and marketing, and a portfolio that shows you can turn complex ideas into stories people want to read and watch. Video experience is a plus. - Deeply customer-led. You're energised by time on farm with beef and dairy producers. You ask good questions, listen properly and earn trust, then turn what you learn into commercial decisions about messaging, proof points and channels, not just generic content ideas. - Data-curious and commercially minded. You care whether your content works, not just whether it's published. You know content's job is to drive leads and keep customers, and you use tools like Google Analytics, HubSpot and Webflow to make better calls. - Smart with AI. You use AI tools to speed up research, drafting and production, and you know where they help and where a human touch matters more. - Organised and self-directed. You can juggle case studies, launches, campaigns and day-to-day content without things slipping, and you know when to escalate and when to just decide. - A great teammate. You thrive in a small, collaborative team, give and take feedback well, and help lift the work of the people around you. BONUS EXPERIENCE - Familiarity with agriculture - whether that's growing up on farm, working in the industry or marketing to producers. - Working in a fast-growing tech or startup business. WHAT YOUR DAY COULD LOOK LIKE: - Owning content strategy in Australia. You'll build and own the content strategy, deciding which audiences, stories and formats we focus on and how content supports Halter Australia's revenue priorities. You'll also be the day-to-day guardian of brand and tone of voice for Halter messaging here. Working with Global Brand, you'll set a standard of excellence so everything we put out represents Halter at its best, while adapting to regional nuances so it sounds written for producers here, not translated for them. - Bringing campaigns to life. You'll work closely with our Senior Campaigns Specialist, who owns the campaign strategy and brief. You'll own the craft: the messaging, copy, stories and video that deliver each campaign across channels. When you spot a better angle, or a story that deserves its own campaign, you'll bring it to the table. - Build a strong pipeline of producer stories. You're deeply customer-led and love time on farm, interviewing producers to find what Halter really changes for them. You'll turn each story into content that answers the objections producers actually raise, like price, proof and the risk of switching, whether that's an editorial, a performance ad, social content or a brand asset. You own the storylines, messaging and copy, working with our creative team or freelancers on filming, editing and design. - Creating content across every channel. You'll write the email that takes potential customers from first interest to sale and keeps existing customers up to date, the social content that shows what's actually happening on farm, and the product launch content that makes clear what's changed and why it matters. Your content will help define the category Halter is building, which goes well beyond virtual fencing. - Building our social strategy. You'll build up Halter Australia's social strategy with in alignment with Global Brand, including what we post, how often and how it connects to campaigns, and you'll build a dedicated Australian presence. You'll keep it consistently active and responsive to the producers who engage with it. - Data-led about what resonates. You'll track how content performs, from engagement and search traffic to email response and leads influenced, and use it to decide what resonates with producers and what we should do more or less of. You'll know which stories are working, why, and what that means for what we make next. WHAT YOUR DAY COULD LOOK LIKE: - The Integrated Marketing Lead. They set the integrated marketing strategy and own the full picture for Australia. You own the content and the organic growth that help deliver it. - The regional marketing team. That's the Events team and the Integrated Marketing team, including the Senior Campaigns Specialist. Campaigns owns the strategy, plan and brief, and you own the words, stories and video that deliver it. - Producers. You'll spend time on farm and on the phone with the people who use Halter, building the relationships that give us stories worth telling. - Sales teams. They know what producers are asking, where they get stuck and what's coming next. You'll stay close to them so your content answers the questions that matter. - The global marketing teams. That's Global Brand and Performance Marketing. You'll align with them on brand, messaging and product launches, and adapt it so it lands with Australian producers. Performance Marketing owns search and paid digital, so you'll work with them to find the search opportunities in Australia and write the content that OUR BENEFITS: - Importantly, we offer an inclusive and attractive remuneration package made up of salary, benefits and an employee stock ownership plan. - Healthy body, healthy mind. We’re partnered with Medibank Health Insurance to support your well-being. - Our personal growth is important. Halter offers an annual $1000 self-development budget to be used for anything that fuels personal growth. - We offer 6 months of fully paid parental leave for primary caregivers, 4 weeks of fully paid secondary caregiver leave and many other parental benefits that support you and your family. - Our time to recharge is valued, we’re offered wellness leave and unlimited paid annual leave. OUR OFFICE FIRST APPROACH Humans are wired for connection. Being office first is a core pillar of our culture because in-person connections drive your growth, learning, impact, and relationships. Strong relationships make it easier to disagree, give feedback, and do meaningful work together. We're office first, not office only. Working from the office is our default, but we flex when needed. We have a high-trust culture where everyone is trusted to do what's best for Halter. Our office vibe is special, the high energy and spectacular people make work enjoyable. Your growth and impact are unlimited here, coming from solving problems, innovating, and constantly learning from each other. HALTER IN AUSTRALIA: Halter first entered Tasmania two years ago and today operates on over 30% of the state's dairy herd - a thriving customer base managed by a talented, local team. More recently, Halter has expanded across mainland Australia with the regulatory approval of virtual fencing, and is now available for beef and dairy operations in Queensland, NSW, Victoria, South Australia and the Northern Territory. Halter is also preparing to launch operations in West Australia in the coming months. Australian farmers have welcomed Halter with open arms, and we’re fielding strong demand from farmers throughout Australia who are keen on Halter. JOIN OUR TEAM Halter is committed to promoting a diverse and inclusive workplace — a place where we can each be ourselves and do the best work of our lives. Research shows that while men apply to jobs when they meet an average of 60% of the requirements, women and under-represented groups of candidates tend to only apply when they meet every requirement. If you think you have what it takes but don’t necessarily tick every requirement on this job description, please still get in touch and apply to Halter. We’d love to chat to see if you’ll be an epic fit! If this opportunity sounds like you, please apply below by sending through your cover letter explaining why you’re excited about this role and working at Halter, along with your CV, and we’ll be in touch! Please also feel free to check out the careers page https://www.halterhq.com/careers for more information on working at Halter and don't forget to follow us on LinkedIn https://www.linkedin.com/company/halter-limited & Instagram https://www.instagram.com/lifeathalter/. WHY OUR TEAM LOVES WORKING AT HALTER: - Work that genuinely matters. Every now and again a company comes along that transforms an entire industry and leaves the world in a better place. Our team gets to be part of something truly meaningful, helping farmers improve their livelihoods, spend more time with their families, and build more sustainable operations. - Spectacular people solving hard problems. Our culture is designed for talented people to do work that changes lives. The team is filled with diverse, kind, and driven people who push each other to do their best work. You'll be thrown into the deep end, tackling complex challenges and building something tangible that solves real problems. - You'll grow here. Autonomy, mastery, and learning define how we work. You'll have the freedom to work on interesting problems, master new skills, and continuously develop yourself, both through your role and our personal growth fund. - This isn't easy, and we love that it's hard. Working at Halter will be the most rewarding and the most challenging work of your life. We move fast, take bold bets, and work hard to reshape an entire industry. As one team member put it: "Joining Halter is a bit like strapping yourself to a rocket ship, but it's an epic journey to be a part of!"

Location: Almaty, Kazakhstan Workplace: OnSite Almaty, Kazakhstan · Trust & Safety Engineering Why this role exists Our ML and analytics teams already work on fraud detection and risk analysis. This role owns the backend that turns their signals into reliable protections across accounts, credits, payments, and generation. You'll integrate risk checks into product flows, build enforcement services and operator tools, and make sure controls work correctly in production. We're looking for an engineer we can trust to take a backend problem from an unclear starting point to a working solution. What you'll actually do - Risk integrations: connect existing ML scores and risk signals to account creation, credit usage, payments, and generation flows, with clear timeouts and fallback behavior. - Enforcement services: implement configurable rules, rate limits, account restrictions, and credit or payment controls with consistent behavior across services. - Operator tooling: build APIs and workflows for reviewing cases, inspecting decision history, and safely applying or reversing restrictions. - Production reliability: handle retries, duplicate events, concurrent requests, and safe rollouts; add monitoring and audit trails so failures can be traced and fixed. - Work in other teams’ codebases to add signals or interventions without hurting their stability or architecture. - Ownership: clarify the control with ML, analytics, and operations → scope the smallest useful implementation → ship → verify production behavior and review impact with the team. Our release cycle is days, not quarters, so your first shipped protection happens fast. Must-haves 1. You've taken a difficult problem from an unclear starting point to a working system used in production, and can explain your own decisions, contribution, and results. 2. You can build reliable backend services: APIs, data models, queues, transactions, idempotency, and concurrency. You can integrate external services and debug failures across the request and event lifecycle. 3. You choose the next steps, remove blockers, and ask for help when needed. You cut scope to test an idea, adapt from evidence, and keep working through difficult problems. 4. You work with ML, analytics, and operations to turn risk requirements into clear backend behavior. You use operator feedback and customer cases to improve controls and learn unfamiliar systems quickly. 5. You take feedback, change your mind when the evidence changes, and do the work the team needs. You share knowledge and responsibility so others can operate and extend what you build. Who this is not for - You prefer problems where requirements stay stable after launch. - You prefer work centered on training models or producing analysis rather than building and operating backend services. Nice to have - Fraud prevention, payments risk, or platform abuse experience. - Integrating risk-scoring services or building rules engines and rate limiters. - Case management, appeals, and risk operations tooling. - Familiarity with Stripe. - Experience building real-time scoring, graph-based account linkage systems. - Python/Go experience. Interview process 1. Recruiter screen: role expectations, logistics, and fit. 2. Technical interview: a difficult system you shipped, what you personally decided and built, and how your work made the team more capable without leaving it dependent on you. 3. Additional technical interview, if needed: a deeper discussion of technical skills and open questions. 4. Product fit interview: take an existing risk signal and an operator need, scope a backend protection, and work through failure cases and effects on legitimate customers. 5. Offer. What we offer Competitive base in USD, equity, relocation support, and ownership of protections that preserve both company revenue and customer trust.

Location: Almaty, Kazakhstan Workplace: OnSite Almaty, Kazakhstan · Trust & Safety Engineering Why this role exists An agent needs more than a model response to complete useful work. It needs tools, durable execution, permissions, context, and a way to recover when something fails. You'll build the backend that lets Higgsfield agents carry creative tasks from a user's request to a finished result. We're looking for an engineer we can trust with a problem: work out what is worth building, build it, and carry it through to users. What you'll actually do - Agent execution: build orchestration for multi-step tasks, tool calls, streaming updates, and cancellation. - Durable workflows: implement checkpoints, resumability, retries, and recovery without duplicating actions. - Tools and integrations: connect agents to generation, editing, and external services through clear, validated interfaces. - Execution boundaries: enforce user permissions, tenant isolation, resource limits, and approval requirements for consequential actions. - Evaluation and observability: trace failures, build regression cases, and improve task completion, latency, and cost. - Ownership: understand a real user task → define success and build evaluation cases → scope the simplest useful workflow → ship → measure completion, reliability, and dollar impact → improve from failed runs. Our release cycle is days, not quarters, so your first shipped agent capability happens fast. Must-haves 1. You've taken a difficult problem from an unclear starting point to a working system used in production, and can explain your own decisions, contribution, and results. 2. You can build reliable agent execution: state machines, concurrency, queues, recovery, model APIs, secure tool calls, and repeatable evaluations. You learn unfamiliar tools quickly and understand what you ship. 3. You choose the next steps, remove blockers, and ask for help when needed. You cut scope to test an idea, adapt from evidence, and keep working through difficult problems. 4. You investigate real user tasks and failed agent runs, use feedback to choose what to automate, and stop workflows that do not help users finish their work. 5. You take feedback, change your mind when the evidence changes, and do the work the team needs. You share knowledge and responsibility so others can operate and extend what you build. Who this is not for - You prefer deterministic application behavior without investigating model uncertainty. - You prefer prototyping without owning evaluation, recovery, and production reliability. Nice to have - Production agents, workflow engines, or developer tools. - High-throughput systems with heavy traffic, large data volumes, or many long-running jobs. - Agent context management, memory, subagents, or parallel tool calls. - Sandboxed execution and scoped authorization. - Multimodal workflows involving images, video, or audio. Interview process 1. Recruiter screen: role expectations, logistics, and fit. 2. Technical interview: a difficult system you shipped, what you personally decided and built, and how your work made the team more capable without leaving it dependent on you. 3. Additional technical interview, if needed: a deeper discussion of technical skills and open questions. 4. Product fit interview: scope a useful tool-using workflow, evaluate failures, and explain when user feedback would lead you to change or stop it. 5. Offer. What we offer Competitive base in USD, equity, relocation support, and ownership of systems that turn AI capabilities into completed creative work.