Location: Ukraine; North Macedonia; Turkey; European Union; Serbia; Bosnia; Georgia
Workplace: Remote
ABOUT US
Ruby Labs is a leading tech company that creates and operates innovative consumer products. We offer a diverse range of opportunities across the health, education, and entertainment industries. Our innovative teams are driving the future of consumer-led products, and we're always looking for passionate individuals to join us. Learn more about our story at: https://rubylabs.com/about-us/
ABOUT THE ROLE
We are looking for a Senior AI Engineer to own and scale the AI layer of one of our core D2C subscription products. You will be fully responsible for production LLM features and the browser automation built around them end to end — prompt systems, structured outputs, evaluation, observability, and model selection — from first experiment to live release, with quality, reliability, and cost as your accountability.
This is a high-impact role suited for someone who decides with data, not intuition. Unmeasured prompt changes, untraced failures, and model swaps without benchmarks are not acceptable. You work in a modern TypeScript stack — Next.js, Cloudflare Workers and Containers with Hono, Hatchet task queues, Drizzle on Supabase Postgres, Vercel Blob. Browser automation on Browserbase and Playwright is roughly half of the job.
KEY RESPONSIBILITIES
PROMPT SYSTEMS & STRUCTURED OUTPUTS
- Design dynamic prompt templates with conditional logic and context injection that maximise generation quality
- Enforce predictable outputs with JSON mode, function calling, Zod/JSON schemas, validators, and repair loops
- Own complex LLM workflows (LangChain, LlamaIndex, or custom) that integrate cleanly into application logic
BROWSER AUTOMATION
- Build and maintain browser automation on Browserbase Functions and Playwright that traverses web flows reliably
- Classify screens with a model inside each traversal, and decide what the model handles versus deterministic code
- Ship automations as frozen, published workers — versioned, reproducible, and safe to roll back
- Orchestrate runs through Hatchet with retries, timeouts, and failure traces that explain every broken run
EVALUATION & EXPERIMENTATION
- Build evaluation pipelines — test datasets, LLM-as-a-judge, RAGAS-style metrics — and score responses and screen classifications in Langfuse
- Trace complex LLM chains to find bottlenecks in cost, latency, and context-window usage
- Run A/B experiments across models and prompts through an AI gateway (OpenRouter, Cloudflare AI Gateway); release only on quantitative benchmarks
- Re-evaluate models as new architectures emerge; fine-tune when domain requirements demand it
PRODUCTION OWNERSHIP
- Take AI features from experiment to live production on Cloudflare Workers and Containers, and stay accountable after release
- Manage rate limits, fallbacks, and model cost so features stay reliable at scale
- Resolve production incidents in owned AI and automation systems with documented root-cause analysis
QUALIFICATIONS
MUST-HAVE EXPERIENCE
- 【5+】 years of software engineering with Node.js, TypeScript, Next.js, and Postgres, including edge or serverless runtimes such as Cloudflare Workers
- Production browser automation with Playwright (Browserbase or similar): resilient selectors, retries, failure handling at scale
- Production experience with dynamic prompting — content that depends on input variables and injected context
- Structured outputs in production: JSON mode, function calling, Zod/JSON schemas
- Experience with unified LLM APIs or AI gateways (OpenRouter, Cloudflare AI Gateway): rate limits, fallbacks, cost-effective model selection
- LLM observability with Langfuse or similar: tracing, test datasets, scoring integration
- Evaluation methodology: RAGAS or custom LLM-as-a-judge systems
LEADERSHIP ATTRIBUTES
- Decides on benchmarks and trace data, not intuition
- Analytical — converts generation logs into metrics a business can act on
- Iterative — builds feedback loops and improves continuously
- Owns the outcome from experiment to production, and after
- Verifies before trusting — treats LLM output as unproven until validated
LOCATION
Ruby Labs operates within the CET (Central European Time) zone. Applicants from any country are welcome to apply for the position as long as they are located within approximately ± 4 hours of CET. This ensures optimal collaboration and communication during working hours.
BENEFITS
Discover the perks of being part of our vibrant team! We offer:
- Remote Work Environment: Embrace the freedom to work from anywhere, anytime, promoting a healthy work-life balance.
- Unlimited PTO: Enjoy unlimited paid time off to recharge and prioritize your well-being, without counting days.
- Paid National Holidays: Celebrate and relax on national holidays with paid time off to unwind and recharge.
- Company-provided MacBook: Experience seamless productivity with top-notch Apple MacBooks provided to all employees who need them.
- Flexible Independent Contractor Agreement: Unlock the benefits of flexibility, autonomy, and entrepreneurial opportunities. Benefit from tax advantages, networking opportunities, reduced employment obligations, and the freedom to work from anywhere. Read more about it here: https://docs.google.com/document/d/1nkrN76JlZkbKj9WSOhlT1_mni_CZeDkHdwfIjPXVwvk/preview?tab=t.0#heading=h.ndsdl4wapxtt
Be part of our fast-growing team and seize this excellent opportunity for personal and professional growth!
INTERVIEW PROCESS
After submitting your application, we conduct a thorough review which typically takes 3 to 5 days, but may occasionally take longer due to the volume of applications received. If we see a potential fit, we proceed with the following steps:
- Recruiter Screening (40 minutes)
- Technical Interview (60 minutes)
- Final Interview (30 minutes)
LIFE AT RUBY LABS
At Ruby Labs, we move fast, aim high, and expect the same from our team. We’re not here to play small—we’re here to build, grow, and win. That means we look for people who are ambitious, driven, and ready to give their best every single day.
This is a place for individuals who thrive under pressure, embrace challenges, and see opportunity in every obstacle. If you’re hungry to achieve, motivated by impact, and want to grow at the speed of your own ambition, Ruby Labs offers the platform to make it happen.
Here, effort is matched with reward. We recognize those who go all in and deliver results, and we create space for people who want more—more responsibility, more growth, and more success.
#LI-Remote
УдалённоseniorUkraine; North Macedonia; Turkey; European Union; Serbia; Bosnia; Georgia; Applicants from any country are welcome to apply for the position as long as they are located within approximately ± 4 hours of CET
Location: Kazakhstan
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: EMEA
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Georgia
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Latvia
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Lithuania
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Romania
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Moldova
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Poland
OUR HIRING PROCESS:
We will review your application against our job requirements. We do not employ machine learning technologies during this phase as we believe every human deserves attention from another human. We do not think machines can evaluate your application quite like our seasoned recruiting professionals—every person is unique. We promise to give your candidacy a fair and detailed assessment.
We may then invite you to submit a video interview for the review of the hiring manager. This video interview is often followed by a test or short project that allows us to determine whether you will be a good fit for the team.
At this point, we will invite you to interview with our hiring manager and/or the interview team. Please note: We do not conduct interviews via text message, Telegram, etc. and we never hire anyone into our organization without having met you face-to-face (or via Zoom). You will be invited to come to a live meeting or Zoom, where you will meet our INFUSE team.
From there on, it’s decision time! If you are still excited to join INFUSE and we like you as much, we will have a conversation about your offer. We do not make offers without giving you the opportunity to speak with us live.
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our
Privacy Policy
INFUSE is looking for a
Senior DevOps Engineer
to own and evolve our AWS infrastructure, CI/CD pipelines, and observability stack. You will bridge cloud engineering and software development across our entire product suite, including production LLM products and legacy systems requiring modernization.
We need a proactive technical partner to lead our transition to EKS and GitHub Actions, enforce zero-trust security baselines, and mentor engineering teams along the way.
As part of our dynamic team, your responsibilities in this role will include:
Design, build and run secure
AWS infrastructure
(EC2 with Docker Compose, EKS) with
Terraform and Ansible
; move suitable workloads from EC2 to EKS
Build and maintain
CI/CD in GitHub Actions
; move remaining Jenkins jobs to GitHub Actions
Keep new and existing services at our security baseline:
Cloudflare proxy with WAF
and rate limiting, origins open only to Cloudflare, SSM access, no public SSH, least-privilege IAM, secrets rotation, regular patching and rebuilds, no containers running as root
Own monitoring, alerting and logs on our standard stack (
Grafana, OpenTelemetry, Sentry
); on-call, incident response, post-incident reviews
Own backups and regular restore tests
Control AWS cost: tags, rightsizing, removing unused resources, estimates for new projects
Regularly review the infrastructure we run, find risks and waste, and come with a plan without waiting for a ticket
Take over infrastructure that is undocumented or run by contractors; document it and bring it under IaC, CI/CD and our standards
Join new projects at kickoff: review hosting design, estimate cost, prepare infrastructure for the production-readiness review
Work with internal teams and contractors
; set and enforce standards; mentor other engineers.
Our ideal candidate possesses the following skills:
5+ Years in DevOps / SRE:
Proven background operating mission-critical production environments, including
3+ years of hands-on experience running AWS
at scale
IaC & CI/CD Mastery:
Expert with
Terraform
, highly proficient with
Ansible
, and experienced in designing production workflows with
GitHub Actions
Containerization & Kubernetes:
Strong production experience with
Docker
and
Kubernetes
(specifically managed AWS
EKS
and
Helm
)
Production Security & Incident Management:
Hands-on practice with platform hardening, zero-trust patterns, automated secrets management, system patching, and
Cloudflare WAF/proxy
configuration. Comfortable with on-call rotations, incident response, and executing verified backup restore drills
English proficiency
at
B2 level or higher
.
What Else We Expect & Value:
Application Ecosystem Familiarity:
Experience supporting Node.js and Python microservices
paired with PostgreSQL and Redis, as well as web stacks (WordPress, Nginx, PHP-FPM, MySQL) behind Cloudflare
Modern Observability:
Practical setup and maintenance of
Grafana
,
Prometheus
, and
OpenTelemetry
pipelines
Core Scripting & Systems:
Deep fluency in
Linux
administration,
Bash
, and
Python
scripting.
Collaborative Leadership:
Ability to effectively manage, document, and standardize work across internal teams and external contractor groups.
AI-Augmented Workflow:
Daily experience leveraging modern AI developer tools and agents (
Claude Code preferred
) to accelerate engineering output.
Proactive & Autonomous Mindset:
A self-starter who actively audits environments, catches vulnerabilities before they become outages, and brings actionable proposals to the table.
Nice to have:
Kafka (MSK), Jenkins, ClickHouse, Backstage, Sentry, Langfuse, SonarQube/Trivy/gitleaks, Cloudflare Zero Trust, AIOps, leading a small DevOps team, AWS/CKA certifications.
What we offer:
Fully remote
work format
Schedule:
Monday–Friday, 2 PM – 11 PM Eastern European Time
(including 1 hour break)
A collaborative, innovation-first environment that values initiative and experimentation
Paid time off and sick leave
Reduced working hours on Fridays during the summer
Days off on US national holidays and your birthday.
Hiring process:
Interview with Recruiter
Interview with Hiring Manager
Technical Interview
Offer.
If you meet these criteria and are excited about contributing to our team, we encourage you to apply.
We look forward to meeting you!
👋
Location: Belgrade; Lisbon
Workplace: OnSite
Aghanim is an integrated commerce, liveops automation, community engagement, and payments platform for video games.
Mobile games have traditionally depended on app stores for distribution, payments, and player relationships. We believe there is a better way. Aghanim helps game studios build direct relationships with players, sell directly, and build their future on their own terms. Today, more than 100 games worldwide are already building this future with Aghanim.
Our team brings together people across Los Angeles, New York, Seoul, Beijing, London, Lisbon, Belgrade and other locations around the globe, with deep expertise in gaming, fintech and technology. We move quickly, keep communication direct, and focus on getting things done. We believe the best people thrive when they have autonomy, ownership, and a stake in the company's success.
[https://app.ashbyhq.com/api/images/user-content/4f457f07-466b-477b-b552-fbbabd850111/2de3a7cd-8843-41a9-8bbe-ceb897a42c4a/Logo%20(horizontal).svg]
We’re looking for a Founding ML Engineer at Senior or Principal level to lead the transition of Newton, Aghanim’s AI product for partners, from proprietary model APIs to models we control.
Newton already runs in production on frontier models. You’ll own the model layer end to end: data collection, evaluation, post-training, serving, and rollout. The goal is to preserve the quality partners rely on while reducing cost, improving speed, and keeping partner data within our infrastructure.
You’ll work closely with the product to understand its behavior and partner expectations, then independently define the technical approach and priorities. Decisions about training, routing, and model replacement should be backed by production data and evaluations.
KEY RESPONSIBILITIES
- Build production data pipelines that capture versioned instructions, tool calls, outputs, costs, and outcomes, with anonymization, partner-level deletion, and expert corrections.
- Develop benchmarks, regression tests, and code-based and LLM-judge evaluators using real Newton runs to measure factual accuracy, tool use, answer quality, cost, and latency.
- Compare frontier and open-weight models, route tasks to suitable models, and identify where prompting, distillation, or post-training delivers the best results.
- Train and adapt models using distillation, SFT, LoRA/QLoRA, and DPO on accepted trajectories and expert feedback; use RL where simpler approaches fall short.
- Deploy models behind Newton’s existing interface, validate them through shadow runs, and manage rollout based on quality benchmarks and serving economics.
Tech stack: Python, TypeScript, SQL, self-hosted Langfuse, TRL / Unsloth / Axolotl or managed training platforms, vLLM, serverless GPUs, GCP / Modal; open-weight models including Qwen, Gemma, DeepSeek, and GLM.
REQUIRED QUALIFICATIONS
- Hands-on experience post-training LLMs and shipping them to production using SFT, LoRA/QLoRA, DPO, and distillation.
- Experience building evaluation systems from production data, including offline benchmarks, regression and behavior tests, and code-based and LLM-judge evaluators.
- Understanding of agentic systems, including tool calling, multi-step trajectories, structured outputs, and the impact of changing the underlying model.
- Practical experience serving models with vLLM or similar tools, quantization, and GPU deployment, including latency, cold-start, and cost tradeoffs.
- Strong production Python and SQL skills, with enough TypeScript proficiency to modify product code and instrumentation independently.
- Ability to understand product behavior and user expectations, translate them into measurable quality requirements, and decide when training is justified.
- Experience independently owning a technical area, setting priorities, and working across an unfamiliar codebase and its design documents.
- Regular use of AI coding agents, with a clear approach to verifying their output.
PREFERRED QUALIFICATIONS
- Experience migrating a production product from proprietary model APIs to self-hosted or open-weight models.
- Experience with RL for LLMs, particularly GRPO with automatic verifiers.
- Familiarity with Langfuse, Braintrust, or similar tracing and evaluation tools.
- Experience with GCP, including Vertex AI, Cloud Run GPU, and BigQuery.
- Interest in game monetization and analytics.
WHY JOIN US
- World-class team – work alongside experienced professionals from around the globe who have built products used by millions of players
- High growth, high impact – be part of a fast-growing company where ideas turn into products and reach customers in days, not months
- Autonomy and ownership – we trust people to make decisions, take initiative, and drive results
- Modern tools and technology – use AI, automation, and modern tools as part of your everyday work
- Equity – participate in the company's growth and long-term success
-Разработка и развитие backend-сервисов для AI/Agent-платформы на Python. -Проектирование и реализация асинхронных task-processing pipeline: постановка задач, очереди, воркеры, статусы, retries, idempotency.
Развивать HTTP API и бизнес-логику двух асинхронных Python-сервисов на FastAPI. Проектировать и реализовывать RAG-пайплайны: retrieval, query rewriting, multi-hop поиск, сбор контекста, structured output, цитирование источников и обработку частичных ответов.
Ищем продуктового инженера-лидера: вы будете лично разрабатывать на React и TypeScript, руководить инженерной командой и улучшать пользовательский путь. Главный результат вашей работы — рост доли пользователей, получивших полезный результат: расчёт, план или документ.
ГибридseniorРазработка агентов, юридическое качество ответов, инфраструктура моделей и привлечение пользователей находятся в ответственности других команд
Ответственность за качество ИИ-решений: определение критериев приёмки, контроль качества и принятие окончательного решения о допуске релизов в промышленную эксплуатацию. Развитие EvalOps: автоматизированные прогоны, регрессионные проверки, встраивание в CI/CD;
Следить за изменениями в агентах, скиллах, промптах и RAG и проверять затронутые сценарии до релиза. Составлять E2E-сценарии работы юриста в чате и запускать их через агентов-тестировщиков: тесты идут параллельно, отчёты собираются автоматически.
– Разрабатывать AI-решения поверх нашей платформы: agentic workflows, tool calling, RAG, memory и human-in-the-loop контуры. – Проектировать multi-agent системы без жёсткой привязки к конкретному фреймворку или SDK — с логикой взаимодействия агентов, состоянием, памятью, маршрутизацией и обработкой ошибок.
