AI Engineer

Requirements:

• Strong Python (typing, tests, packaging) and web/service basics (FastAPI, Docker).
• Hands-on building LLM apps with one or more: LangChain, LangGraph, AutoGen, Dify (or equivalents).

RAG end-to-end experience: corpus prep embeddings retrieval re-rank context assembly

• measurable gains.
• Evaluation mindset: design offline eval sets and release gates; reason about faithfulness vs relevancy; control p95 latency & $/session.
• Cloud proficiency in AWS or Azure (using at least one in production).
• Comfort with observability (OpenTelemetry/LangSmith/Prometheus/Grafana or similar).
• English B2+; clear written & verbal client communication.

Responsibilities:

• Design & build LLM applications: RAG over client KBs, multi-tool/agent graphs, prompt strategies, and voice UX (STT/TTS).
• Implement retrieval & data flows: ingestion, chunking, metadata/embeddings, hybrid retrieval, re-ranking, caching.
• Own evaluation & quality: latency/cost budgets, A/Bs.
• Automate with n8n (or similar): connect services, data, and back-office workflows; expose reliable admin ops for non-engineers.
• Ship pipelines: Airflow for orchestration; dbt for transformations/semantic layer where relevant.
• Productionize: tracing/observability, feature flags, safe rollouts, secrets & config hygiene.
• Collaborate with clients: discover scope, explain trade-offs, demo progress; optional presales spikes/estimates.

Nice to have:

• Vector DBs: pgvector, Qdrant, Pinecone, Azure Cognitive Search (vector); rerankers (BGE/monoT5/Cohere/ColBERT).
• Voice: Azure Speech, Whisper; VAD/barge-in, turn-taking logic.
• Data stack: dbt, Airflow, event streams; data contracts.
• Workflow: n8n design for non-tech ops; governance of low-code automations.
• Frontend for AI UX (React/Next.js, TypeScript).
• Compliance awareness for EdTech (FERPA/COPPA) and Healthcare (HIPAA/GDPR).

What we offer:

• Flexible work-from-home policy
• Competitive salary and performance review

‍

• PE accounting and support
• 18 paid vacation days per year
• Unlimited paid sick days per year
• The system of bonuses (Sport/Health/Education)
• Expert community within the company
• Paid courses and trainings, internal knowledge library