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SeekOut is the leading Enterprise Talent Optimization Platform that companies use to quickly hire, grow, and retain great talent while focusing on diversity, technical expertise, and other hard-to-find skillsets. In 2022, SeekOut was named on the Forbes annual list of America’s Best Startup Employers and CEO Anoop Gupta was crowned GeekWire’s Startup CEO of the Year. Throughout 2021, SeekOut was ranked number two in the B2B category of The Information’s 50 Startups to Watch list, and was included on Madrona’s Intelligent Apps Top 40 list. Founded in 2017 by top executives and engineers from Microsoft, SeekOut has raised $189 million in funding, is backed by Tiger Global Management, Madrona Venture Group, Mayfield, and Founders Circle Capital and was valued at $1.2 billion in its recent Series C round. Additional Information: SeekOut offers great benefits including health/vision/dental, transportation subsidies, 401k, education budgets, ability to work remote, onsite parking (if/when we go back to the office), snacks/lunches, and more! We are an inclusive, open, energetic, caring team, that is learning and growing, pulling in the same direction to deliver out sized results, while still having fun. SeekOut condemns discrimination, racism, and racial injustice in all forms. Committed to attracting and retaining a diverse staff, SeekOut will honor your experiences, perspectives, and unique identity. Together, we strive to create and maintain working and learning environments that are inclusive, equitable and welcoming. We are accelerating our efforts through our products and policies to take action and advance definitive, measurable policies and practices that eliminate racism and discrimination. SeekOut is proud to be an equal opportunity employer. We are committed to inclusion of all individuals and will make reasonable accommodations for qualified individuals with disabilities in our job application process. If you require assistance or accommodations to participate in the job application or interview process, please contact HR@seekout.com.

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About us At HelpBnk, we build infrastructure for a future where everyone has the agency to follow their dreams. Co-founded by Simon Squibb, we are a high-growth startup under the Dream Inc umbrella, creating a social platform and business-starting tools that empower people to take control of their lives. Our Culture Ownership: If you spot something broken, you're the one who gets to fix it. Openness: Problems get named early, including our own. AI as a tool: We build with agentic AI (Claude Code, Cursor, and others), looking for people who understand where AI helps and where it lies. Interesting problems: The work is genuinely unsolved in places. The Challenge As a Senior Laravel Developer, you will be part of HelpBnk's core. You are responsible for the realization of all business logic and creating APIs that power our native apps. What You’ll Do — Architect scalable Laravel applications following Domain-Driven Design (DDD) principles. — Refactor and rebuild features to ensure architecture supports international expansion. — Implement event-driven architectures, handle OAuth2 flows, and optimize complex MySQL schemas. — Use agentic AI to automate testing, document architecture, and accelerate feature development. Before You Start — 5+ years of heavy Laravel experience (PHP 8.4+, Laravel 11). — Deep understanding of SQL, queue systems, caching, and security patterns. — Extensive experience with testing (PHPUnit) and CI/CD pipelines. — Understanding of REST and Webhooks. Why You Should Apply — Freedom: Work from where you want, when you want, focusing on output, not hours. — Impact: Your work helps people discover their dreams and solve world-scale problems. — Tools: We provide the software you need to perform optimally.

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Meet Arago and the Aragonians Arago is an AI and computer hardware company whose mission is to drive the course of history forward. We do so by accelerating breakthroughs at the intersection of AI and semiconductors. Founded in 2024 by AI researchers and physicists with deep expertise in photonics, electronics, software, mathematics, and machine learning, Arago brings together a lean team of engineers and scientists from the world’s top companies and research labs. Composed of nine nationalities and operating from hubs in France, North America, and Israel, we believe in great science and fast achievements. Our work is guided by these core principles: Do great things: we deliver work we’re proud to sign our name to. High velocity: speed matters. We move quickly, one step at a time. One unit: we’re all in this together, with relationships grounded in trust, respect, and camaraderie. Arago is backed by executives from Apple, Arm, Nvidia, Microsoft, and Hugging Face, as well as prominent US and European deeptech venture firms and exited founders. Задачи: — Design and verify custom digital hardware components and architectures that enable high-performance, tightly integrated computation workloads and interface Arago’s custom tensor unit for advanced AI/ML applications. — Design, implement, and verify RTL blocks for memory, control, and compute subsystems within Arago’s custom multiphysics computation unit. — Collaborate with Arago’s system software and architecture teams to define block-level specifications and ensure alignment with performance and integration goals. — Develop and maintain functional verification infrastructure to validate design correctness across simulation and hardware testbenches. — Support synthesis, timing analysis, and backend integration, working closely with Arago’s physical design and CAD engineers. — Contribute to architectural exploration and hardware-software co-design efforts to shape future iterations of Arago’s compute platform. Требования: — Extensive experience in RTL design (Verilog/SystemVerilog) for control logic, datapaths, memory subsystems, and specialized processing units. — Strong understanding of digital architecture, including pipelining, arbitration, memory hierarchy, and system-level integration. — Proficiency in functional verification, including testbench development, assertions, coverage metrics, and debugging (UVM experience is a plus). — Familiarity with ASIC and FPGA design flows, including synthesis, timing closure, and DFT. — Comfortable working across the full hardware stack — from architectural specification and microarchitecture to physical implementation support. — Language: English at a proficient level. French is a plus. Условия: — Competitive cash compensation, with final package based on location, experience, and the pay of team members in similar positions. — Meaningful stock option plan offered at the earliest stage of the company (included in the majority of full time offers). — Relocation bonus and coverage of moving expenses for relocation within 20 minutes of the company’s location. — Healthcare coverage (including family-friendly options), pension contributions, professional development support, and 25 days of PTO, in addition to public holidays. — Ownership of a key technical domain, with significant vertical and/or horizontal growth opportunities, based on performance and individual drive. — Reimbursement of 50% of the public transport subscription fee. — A high-paced, multicultural (with 9 nationalities), and engineering-led environment. Our Hiring Process: Your Journey to Arago — Screening Call : Get to know you beyond your CV. — Technical meeting : Deep dive into your past projects and technical achievements. — CEO Interview : Assess the fit with the team’s culture and long-term vision. — Reference Calls: Mandatory calls with your former managers to validate strengths, weaknesses, and work style. — Technical Assessment: Take-home technical assignment crafted to the role you’re applying for. — Final Interview : Discuss your technical assignment and address any remaining questions with team members.

Meet Arago and the Aragonians Arago is an AI and computer hardware company whose mission is to drive the course of history forward. We do so by accelerating breakthroughs at the intersection of AI and semiconductors. Founded in 2024 by AI researchers and physicists with deep expertise in photonics, electronics, software, mathematics, and machine learning, Arago brings together a lean team of engineers and scientists from the world’s top companies and research labs. Composed of nine nationalities and operating from hubs in France, North America, and Israel, we believe in great science and fast achievements. Our work is guided by these core principles: Do great things: we deliver work we’re proud to sign our name to. High velocity: speed matters. We move quickly, one step at a time. One unit: we’re all in this together, with relationships grounded in trust, respect, and camaraderie. Arago is backed by executives from Apple, Arm, Nvidia, Microsoft, and Hugging Face, as well as prominent US and European deeptech venture firms and exited founders. Задачи: — Develop Arago’s quantization strategy for modern AI models, including precision studies, numerical format exploration, and model-level techniques to preserve accuracy under constrained precision. — Study the impact of analog noise on the performance and inference accuracy of machine learning models, including language models, diffusion, video generation, and world models. — Develop simulation tools to model analog behavior with minimal computational overhead. — Build and maintain Arago's internal experimentation pipelines for precision and performance studies on both physical and emulated prototypes. — Act as a technical point of contact between clients and Arago: analyze, port, and optimize client models onto Arago hardware, balancing throughput and accuracy. — Collaborate with the software and digital architecture teams to support architectural enhancements based on the operator content of frontier model architectures. Требования: — Background in mathematics, physics, computer science, or a related quantitative field. — Strong interest and skills in applied mathematics and statistics. — Strong experience with quantization of machine learning and AI models. — Strong understanding of modern model architectures, including language models, diffusion models, video generation models, and/or world models. — Experience studying the impact of numerical precision, noise, or approximation on model accuracy. — Experience with inference performance optimization. — Good knowledge of computer architecture, GPU architecture, or parallel computing. — Ability to build rigorous experimentation pipelines and translate research insights into practical engineering decisions. — GitHub profile with recent and relevant projects. — Language: English at a proficient level. French is a plus. Условия: — Competitive cash compensation, with final package based on location, experience, and the pay of team members in similar positions. — Meaningful stock option plan offered at the earliest stage of the company (included in the majority of full time offers). — Relocation bonus and coverage of moving expenses for relocation within 20 minutes of the company’s location. — Healthcare coverage (including family-friendly options), pension contributions, professional development support, and 25 days of PTO, in addition to public holidays. — Ownership of a key technical domain, with significant vertical and/or horizontal growth opportunities, based on performance and individual drive. — Reimbursement of 50% of the public transport subscription fee. — A high-paced, multicultural (with 10 nationalities), and engineering-led environment.

Meet Arago and the Aragonians Arago is an AI and computer hardware company whose mission is to drive the course of history forward. We do so by accelerating breakthroughs at the intersection of AI and semiconductors. Founded in 2024 by AI researchers and physicists with deep expertise in photonics, electronics, software, mathematics, and machine learning, Arago brings together a lean team of engineers and scientists from the world’s top companies and research labs. Composed of nine nationalities and operating from hubs in France, North America, and Israel, we believe in great science and fast achievements. Our work is guided by these core principles: Do great things: we deliver work we’re proud to sign our name to. High velocity: speed matters. We move quickly, one step at a time. One unit: we’re all in this together, with relationships grounded in trust, respect, and camaraderie. Arago is backed by executives from Apple, Arm, Nvidia, Microsoft, and Hugging Face, as well as prominent US and European deeptech venture firms and exited founders. What you’ll do As a Senior AI/ML Scientist, you will work at the intersection of modern AI models, numerical precision, and novel computing architectures. Your mission will be to develop the methods that allow AI models to run accurately, efficiently, and reliably on Arago’s computing system. This position combines strong quantization and “digital twin” aspects: understanding how frontier models tolerate reduced precision, defining the right numerical formats and quantization strategies, and building software representations of the processor to model the physical effects that impact AI model accuracy. This role is both scientific and practical. You will help shape the bridge between AI models and Arago’s hardware. Required Skills and Experience Background in mathematics, physics, computer science, or a related quantitative field. Strong interest and skills in applied mathematics and statistics. Strong experience with quantization of machine learning and AI models. Strong understanding of modern model architectures, including language models, diffusion models, video generation models, and/or world models. Experience studying the impact of numerical precision, noise, or approximation on model accuracy. Experience with inference performance optimization. Good knowledge of computer architecture, GPU architecture, or parallel computing. Ability to build rigorous experimentation pipelines and translate research insights into practical engineering decisions. GitHub profile with recent and relevant projects. Language: English at a proficient level. French is a plus. Responsibilities Develop Arago’s quantization strategy for modern AI models, including precision studies, numerical format exploration, and model-level techniques to preserve accuracy under constrained precision. Study the impact of analog noise on the performance and inference accuracy of machine learning models, including language models, diffusion, video generation, and world models. Develop simulation tools to model analog behavior with minimal computational overhead. Build and maintain Arago's internal experimentation pipelines for precision and performance studies on both physical and emulated prototypes. Act as a technical point of contact between clients and Arago: analyze, port, and optimize client models onto Arago hardware, balancing throughput and accuracy. Collaborate with the software and digital architecture teams to support architectural enhancements based on the operator content of frontier model architectures. Pay and benefits Competitive cash compensation, with final package based on location, experience, and the pay of team members in similar positions. Meaningful stock option plan offered at the earliest stage of the company (included in the majority of full time offers). Relocation bonus and coverage of moving expenses for relocation within 20 minutes of the company’s location. Healthcare coverage (including family-friendly options), pension contributions, professional development support, and 25 days of PTO, in addition to public holidays. Ownership of a key technical domain, with significant vertical and/or horizontal growth opportunities, based on performance and individual drive. Reimbursement of 50% of the public transport subscription fee. A high-paced, multicultural (with 10 nationalities), and engineering-led environment.