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United Tech

AI Engineer

Posted a month ago
5-10 years experience
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AI Summary

Design and build RAG and automation workflows within a VPC environment, integrating AI pipelines across engineering and knowledge-management systems. Own the end-to-end process of scoping, designing, shipping, and iterating on AI-powered tools for code quality and documentation.

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In this role, you will
  • Design and build RAG and automation workflows inside our VPC environment.

  • Create integrations across engineering, communication, and knowledge-management systems (Jira, Confluence, Slack, Google Drive, Git).

  • Develop AI-powered pipelines for code quality checks, ticket auto-classification, documentation updates, release notes, and meeting summaries.

  • Work on prompt engineering, model selection and routing (Haiku / Sonnet / Opus), and workflow optimization.

  • Build evaluation and regression frameworks for AI workflows to prevent model-upgrade regressions.

  • Create lightweight dashboards for engineering leads to surface delivery patterns and bottlenecks.

  • Own initiatives end-to-end: scope → design → ship → measure → iterate.


It’s all about you
  • 5+ years of production experience with Python (services, async, API integrations, clean and testable code).

  • Hands-on experience with LLM APIs in production: Anthropic Claude (Opus/Sonnet/Haiku), OpenAI, AWS Bedrock.

  • Strong understanding of RAG systems: chunking, embeddings, hybrid search, re-ranking, grounding/citations.

  • Prompt engineering + structured outputs + tool/function calling.

  • Experience with eval/regression frameworks: Promptfoo, Ragas, LangSmith, or custom evaluation harnesses.

  • Agentic patterns: ReAct, function-calling loops, fallbacks.

  • Vector databases: pgvector, Pinecone.

  • Workflow orchestration: n8n, Airflow, or custom orchestration systems.

  • Observability: token-spend tracing, latency monitoring, model routing.

  • Solid AWS fundamentals: IAM, Lambda, S3, CloudTrail — comfortable deploying inside VPC environments independently.

  • CI/CD + pipeline hooks (GitLab/GitHub), webhooks, event-driven architectures.

  • Basic SQL skills for analytical queries and metrics dashboards.

  • Driver mindset: proactively identifies the highest-leverage opportunity and drives it to production

  • B2 English level

 


Would be a plus

  • Real REST integrations with 2–3+ APIs

  • Experience with workflow orchestration tools.

  • Prompt evaluation tooling such as  LangSmith is nice to have

  • Experience with Docker

  • RAG experience: embeddings and vector stores (pgvector, Pinecone, or similar) for knowledge base use cases


What we offer
  • 20 paid vacation days, 15 sick days, and 6 additional days off for family events
  • Up to 10 additional days off for public holidays
  • 100% medical insurance coverage
  • Sports and equipment reimbursement
  • Team building events, corporate gifts, and stylish merch
  • Financial and legal support
  • Maternity recovery support allowance
  • Position retention and support for those who join the Armed Forces of Ukraine
  • Participation in social initiatives supporting Ukraine
  •  
  • Comfortable working environment:
  • Work from our Kyiv hub or remotely with a flexible schedule
  • Modern equipment or depreciation of your own tools
  •  
  • Investment in your future:
  • Collaborate with a highly-skilled team of Middle & Senior professionals, sharing practical cases and expertise in the social networking niche
  • 70% of our heads and leads have grown into their roles here – so can you!
  • Performance-oriented reviews and Individual Development Plans (IDPs)
  • Reimbursement for professional courses and English classes
  • Corporate library, book club, and knowledge-sharing events


Hiring process
  • Intro call

  • Technical Interview

  • Final Interview

  • Reference check

  • Offer


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