Senior Python Engineer with AI experience

Що робити

Own the design and delivery of production agent pipelines end-to-end, from trigger to published output, including decomposition for oversized inputs.
Own tool contracts as versioned integration surfaces jointly with API-owning teams; drive contract-first development and contract testing.
Design the release-bundle process (prompt + model + tools + config versioned and deployed as one unit, stamped on every output).
Define the evaluation methodology and quality gates; calibrate judges against human experts; grow eval sets from production failures.
Design the failure and degradation policy (retry, resume, degrade, honest absence), pathological-input handling, and prompt-injection defense-in-depth.

5+ years of software engineering experience (including backend/distributed systems), with 2+ years designing and running LLM/agentic systems in production.
Expert Python engineering for long-running services: concurrency, resource management, performance profiling, API client resilience (retries, timeouts, backoff).
Deep working knowledge of model capabilities/limits across tiers, model selection and pinning strategy, cross-region inference profiles, quota and throughput planning.
Expert-level use of Strands Agents/LangGraph in production, including custom tool adapters, memory/session management, and framework-internals debugging.
Proven ability to select and implement the right pattern per problem, decompose oversized tasks (map-reduce with checkpointing), and escalate autonomy only on eval evidence.

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