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AI Engineer
<p> </p><p><strong>About the company: </strong>United Tech is a global IT product company shaping the future of real-time social connection. With millions of users across North America, Europe, LATAM, and MENA, we build next-gen mobile and web apps for live-streaming and social networking. Our platforms enable connection at scale fast, interactive, and deeply engaging. The market is projected to exceed $206B by 2030, and we are already leading the evolution. Founded in Ukraine, scaling worldwide</p> <p><br><strong>About your role:</strong> We’re looking for an <strong>AI Engineer</strong> who wants to build production-grade AI systems, not just experiment with demos. This is a high-ownership, greenfield role where you’ll help build our AI platform from scratch, working directly with the Head of AI. You’ll own initiatives end-to-end — from discovery and architecture decisions to production delivery — and play a key role in shaping how AI is used across the company.<br>You’ll work with a modern AI stack including Claude/OpenAI/Bedrock, RAG pipelines, eval frameworks (Promptfoo, Ragas, LangSmith), and agentic patterns. This role is ideal for someone who enjoys autonomy, strong engineering ownership, and proactively identifying the next highest-leverage opportunity to drive into production.</p> <p></p> <p></p><p><br></p><b>In this role, you will</b><ul style="margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;"> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 12pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Design and build RAG and automation workflows inside our VPC environment.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Create integrations across engineering, communication, and knowledge-management systems (Jira, Confluence, Slack, Google Drive, Git).</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Develop AI-powered pipelines for code quality checks, ticket auto-classification, documentation updates, release notes, and meeting summaries.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Work on prompt engineering, model selection and routing (Haiku / Sonnet / Opus), and workflow optimization.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Build evaluation and regression frameworks for AI workflows to prevent model-upgrade regressions.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Create lightweight dashboards for engineering leads to surface delivery patterns and bottlenecks.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 12pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Own initiatives end-to-end: scope → design → ship → measure → iterate.</span></p> </li> </ul><p><br></p><b>It’s all about you</b><div> <ul style="margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;"> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 12pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">5+ years of production experience with Python (services, async, API integrations, clean and testable code).</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Hands-on experience with LLM APIs in production: Anthropic Claude (Opus/Sonnet/Haiku), OpenAI, AWS Bedrock.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Strong understanding of RAG systems: chunking, embeddings, hybrid search, re-ranking, grounding/citations.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Prompt engineering + structured outputs + tool/function calling.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Experience with eval/regression frameworks: Promptfoo, Ragas, LangSmith, or custom evaluation harnesses.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Agentic patterns: ReAct, function-calling loops, fallbacks.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Vector databases: pgvector, Pinecone.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Workflow orchestration: n8n, Airflow, or custom orchestration systems.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Observability: token-spend tracing, latency monitoring, model routing.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Solid AWS fundamentals: IAM, Lambda, S3, CloudTrail — comfortable deploying inside VPC environments independently.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">CI/CD + pipeline hooks (GitLab/GitHub), webhooks, event-driven architectures.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Basic SQL skills for analytical queries and metrics dashboards.</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Driver mindset: proactively identifies the highest-leverage opportunity and drives it to production</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 12pt;"><span style="font-size: 10.5pt; font-family: Arial, sans-serif; color: #111212;">B2 English level</span></p> </li> </ul> <p style="line-height: 1.2; margin-top: 12pt; margin-bottom: 12pt; padding-left: 48px;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;"><br></span><strong><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Would be a plus</span></strong></p> <ul style="margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;"> <li style="font-size: 11pt; font-family: Arial, sans-serif; color: #1d1c1d;"> <p style="line-height: 1.2; margin-top: 5pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Real REST integrations with 2–3+ APIs</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif; color: #1d1c1d;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Experience with workflow orchestration tools.</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif; color: #1d1c1d;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Prompt evaluation tooling such as LangSmith is nice to have</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif; color: #1d1c1d;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">Experience with Docker</span></p> </li> <li style="font-size: 11pt; font-family: Arial, sans-serif; color: #1d1c1d;"> <p style="line-height: 1.2; margin-top: 0pt; margin-bottom: 5pt;"><span style="font-size: 10pt; font-family: Manrope, sans-serif;">RAG experience: embeddings and vector stores (pgvector, Pinecone, or similar) for knowledge base use cases</span></p> </li> </ul> </div><p><br></p><b>What we offer</b><div> <ul> <li>20 paid vacation days, 15 sick days, and 6 additional days off for family events</li> <li>Up to 10 additional days off for public holidays</li> <li>100% medical insurance coverage</li> <li>Sports and equipment reimbursement</li> <li>Team building events, corporate gifts, and stylish merch</li> <li>Financial and legal support</li> <li>Maternity recovery support allowance</li> <li>Position retention and support for those who join the Armed Forces of Ukraine</li> <li>Participation in social initiatives supporting Ukraine<br><br><strong>Comfortable working environment:</strong></li> <li>Work from our Kyiv hub or remotely with a flexible schedule</li> <li>Modern equipment or depreciation of your own tools<br><br><strong>Investment in your future:</strong></li> <li>Collaborate with a highly-skilled team of Middle & Senior professionals, sharing practical cases and expertise in the social networking niche</li> <li>70% of our heads and leads have grown into their roles here – so can you!</li> <li>Performance-oriented reviews and Individual Development Plans (IDPs)</li> <li>Reimbursement for professional courses and English classes</li> <li>Corporate library, book club, and knowledge-sharing events</li> </ul> <p> </p> </div><p><br></p><b>Hiring process</b><div> <ul style="margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;"> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="background-color: #ffffff; margin-top: -8pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Intro call</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Technical Interview</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Final Interview</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;"><span style="font-size: 10pt;">Reference check</span></p> </li> <li style="font-size: 10pt; font-family: Manrope, sans-serif;"> <p style="background-color: #ffffff; margin-top: 0pt; margin-bottom: 5pt;"><span style="font-size: 10pt;">Offer</span></p> </li> </ul> </div><p><br></p><p></p>