AI Engineer

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🕒 July 7

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United Tech

WebsiteLinkedInAll Job Openings

201 - 500 employees

United Tech is

📋 Description

• 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.

🎯 Requirements

• 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

🏖️ Benefits

• 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