Senior Python Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Python Engineer (AI): Building and optimizing the Retrieval-Augmented Generation (RAG) architecture for the AS Copilot system with an accent on reducing AI hallucinations and optimizing retrieval latency. Focus on implementing AST-aware semantic chunking for industrial automation code and developing robust evaluation frameworks.
Location: Remote (Poland)
Company
is a custom product engineering company that supports multinational organizations and scaling startups to solve complex business challenges.
What you will do
- Lead the architectural bridge between evaluation and implementation for the AS Copilot RAG pipeline.
- Tune cross-encoder re-rankers, lead grounding efforts, and supervise mid-level ML engineers.
- Develop custom "Code-RAG" using AST-aware semantic chunking for IEC 61131-3 structured text.
- Conduct RAG pipeline audits, establish baseline KPIs, and build evaluation frameworks using tools like RAGAS.
- Implement multi-turn grounding and claim-level citation frameworks on Azure ML.
- Deliver secure AI components as Python source code directly into the client’s Azure DevOps environment.
Requirements
- Must be based in Poland.
- Strong background in Computer Science, Machine Learning, or Data Science.
- Deep practical experience with Large Language Models (LLMs) and advanced RAG architectures.
- High proficiency in Python, PostgreSQL, pgvector, and hybrid search strategies (BM25 + dense).
- Hands-on experience with Azure OpenAI, Azure Machine Learning, and Azure DevOps.
- Experience with LLM evaluation methodologies and tools like RAGAS or DeepEval.
Nice to have
- Exposure to Abstract Syntax Trees (AST) or custom grammar parsing for code-generation.
Culture & Benefits
- Full remote working possibilities.
- Access to tailored learning via Udemy, language courses, and company-paid certifications.
- Company-paid medical insurance, mental health support, and financial/legal consultations.
- Professional growth through large-scale projects with global impact.
- Collaborative environment with internal meetups, conferences, and workshops.
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