Senior Python Engineer
Ciklum is looking for a Senior Python Engineer to join our team full-time in Poland.
We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.
About the role:
As a Senior Python Engineer, become a part of a cross-functional development team engineering experiences of tomorrow. We are partnering with a leading industrial automation company on a high-stakes, 24-week engineering engagement (15 June â 1 December 2026) to significantly upgrade the Retrieval-Augmented Generation (RAG) pipeline behind their AI-powered copilot product. Operating under an embedded Co/Labs model based in Poland, our team is tasked with improving retrieval quality, context precision, and grounding frameworks to minimize code generation hallucinations. The core technical milestone is building an AST-aware Code-RAG solution tailored for industrial automation syntax (IEC 61131-3 standard). All deliverables must be developed and transferred directly as raw Python source code into the clientâs secure Azure DevOps environment, ensuring absolute data sovereignty and eliminating third-party SaaS dependencies.
Responsibilities:
Pipeline Audit & Baseline Setup: Lead the initial pipeline audit during Phase 1, instrumenting baseline KPIs directly onto the client's actual production pgvector setup, and stand up the baseline evaluation framework
Retrieval Strategy & Grounding: Take ownership of the engineering strategy for hybrid retrieval optimization, re-ranking tuning, and the implementation of multi-turn grounding and citation frameworks to aggressively reduce hallucination rates
Architecture Implementation Bridge: Act as the hands-on engineering bridge between the Principal Architectâs blueprints and the daily development backlog, translating high-level design into stable, deployable Python components
Code Quality & Technical Supervision: Conduct thorough architectural code reviews, vet pull requests before repository merging, and provide technical guidance and mentorship to mid-level implementation engineers
Integration & Handover Validation: Support full end-to-end pipeline integration, execute system regression testing, and assist in generating runbooks for the final client handover and Hypercare window
Requirements:
Professional Experience: 5+ years of commercial experience in Machine Learning or NLP engineering, with recent, heavily documented experience building and deploying production-grade RAG architectures
Core Technical Stack: Mastery of Python along with deep hands-on expertise implementing hybrid search logic (combining BM25/lexical lookup with dense vector database search like pgvector)
Evaluation Frameworks: Direct experience working with automated validation frameworks (specifically RAGAS or directly comparable programmatic evaluation tools) to score faithfulness and context recall
Engineering Standards: Proven experience establishing linting, testing, and structural code quality benchmarks inside Azure DevOps or GitHub environments
Nice to Have: Familiarity with parsing heavy industrial/technical documentation corpora, custom prompt optimization, or low-level LLM fine-tuning parameters
Location Constraint: Must be physically located in Poland or Eastern Europe to ensure real-time collaboration with the embedded project squad
What`s in it for you?
Strong community: Work alongside top professionals in a friendly, open-door environment
Growth focus: Take on large-scale projects with a global impact and expand your expertise
Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
Flexibility: Enjoy flexibility â full remote working possibilities
Care: Weâve got you covered with company-paid medical insurance
About us:
At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, youâll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.
With delivery centers in WrocĹaw and GdaĹsk, our 300+ professionals in Poland drive forward-thinking solutions for global clients. Join a community where collaboration sparks innovationâand your impact reaches millions.
Explore, empower, engineer with Ciklum!
Interested already? We would love to get to know you! Submit your application. We canât wait to see you at Ciklum.
#LI-KZ1
We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.
About the role:
As a Senior Python Engineer, become a part of a cross-functional development team engineering experiences of tomorrow. We are partnering with a leading industrial automation company on a high-stakes, 24-week engineering engagement (15 June â 1 December 2026) to significantly upgrade the Retrieval-Augmented Generation (RAG) pipeline behind their AI-powered copilot product. Operating under an embedded Co/Labs model based in Poland, our team is tasked with improving retrieval quality, context precision, and grounding frameworks to minimize code generation hallucinations. The core technical milestone is building an AST-aware Code-RAG solution tailored for industrial automation syntax (IEC 61131-3 standard). All deliverables must be developed and transferred directly as raw Python source code into the clientâs secure Azure DevOps environment, ensuring absolute data sovereignty and eliminating third-party SaaS dependencies.
Responsibilities:
Pipeline Audit & Baseline Setup: Lead the initial pipeline audit during Phase 1, instrumenting baseline KPIs directly onto the client's actual production pgvector setup, and stand up the baseline evaluation framework
Retrieval Strategy & Grounding: Take ownership of the engineering strategy for hybrid retrieval optimization, re-ranking tuning, and the implementation of multi-turn grounding and citation frameworks to aggressively reduce hallucination rates
Architecture Implementation Bridge: Act as the hands-on engineering bridge between the Principal Architectâs blueprints and the daily development backlog, translating high-level design into stable, deployable Python components
Code Quality & Technical Supervision: Conduct thorough architectural code reviews, vet pull requests before repository merging, and provide technical guidance and mentorship to mid-level implementation engineers
Integration & Handover Validation: Support full end-to-end pipeline integration, execute system regression testing, and assist in generating runbooks for the final client handover and Hypercare window
Requirements:
Professional Experience: 5+ years of commercial experience in Machine Learning or NLP engineering, with recent, heavily documented experience building and deploying production-grade RAG architectures
Core Technical Stack: Mastery of Python along with deep hands-on expertise implementing hybrid search logic (combining BM25/lexical lookup with dense vector database search like pgvector)
Evaluation Frameworks: Direct experience working with automated validation frameworks (specifically RAGAS or directly comparable programmatic evaluation tools) to score faithfulness and context recall
Engineering Standards: Proven experience establishing linting, testing, and structural code quality benchmarks inside Azure DevOps or GitHub environments
Nice to Have: Familiarity with parsing heavy industrial/technical documentation corpora, custom prompt optimization, or low-level LLM fine-tuning parameters
Location Constraint: Must be physically located in Poland or Eastern Europe to ensure real-time collaboration with the embedded project squad
What`s in it for you?
Strong community: Work alongside top professionals in a friendly, open-door environment
Growth focus: Take on large-scale projects with a global impact and expand your expertise
Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
Flexibility: Enjoy flexibility â full remote working possibilities
Care: Weâve got you covered with company-paid medical insurance
About us:
At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, youâll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.
With delivery centers in WrocĹaw and GdaĹsk, our 300+ professionals in Poland drive forward-thinking solutions for global clients. Join a community where collaboration sparks innovationâand your impact reaches millions.
Explore, empower, engineer with Ciklum!
Interested already? We would love to get to know you! Submit your application. We canât wait to see you at Ciklum.
#LI-KZ1