





Remote mid-senior LLM/Python role in metros with niche LLM specialization yields moderate competition.
Medium—core Python/backend skills transferable, but production LLM integration and agentic workflows require specialized experience.
Explicit 6+ years plus mandatory Python, production LLM integration, and SQL make screening stringent.
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Design, build, and deploy Python-based production automations integrating REST APIs, data stores, and Large Language Models across global operations.
Develop and maintain code, tests, and documentation ensuring stable production operation and error handling for automation workflows.
Contribute to shared patterns and tooling, participate in agile sprint activities, and hand over automations with operational documentation.
6+ years of Python development experience in production environments with maintainable, resilient systems.
Proficient in REST API integration including authentication, rate limiting, pagination, and error handling.
Experience with relational/cloud data stores like PostgreSQL, Snowflake, and S3/Blob storage including SQL querying.
Direct experience integrating Large Language Models into production workflows: prompt engineering, structured output parsing, and output validation.
Experienced in translating process specifications into robust automation solutions with attention to undocumented assumptions and failure points.
Skilled in agile delivery (Scrum/Kanban) working in sprint cycles and handling code versioning discipline (Git).
Capable of communicating complex automation behavior and limitations to non-technical stakeholders effectively.