Sigma Software
Middle Python Developer (ML)
Skills
20 days ago
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Important information
Contract type:
Permanent
Location:
Warsaw, Poland
Work mode:
Remote
Published on:
29 September 2026
What they need
CUSTOMER
Our Customer is a leading Swedish telecommunications company recognized for delivering innovative large-scale technology solutions across complex infrastructure environments. The company operates internationally, serving millions of users and working with global technology leaders to drive digital transformation in the telecommunications industry.
PROJECT
You will join one of two AI initiatives: ChatCPI, an LLM-powered assistant for intelligent search and question answering over large technical documentation, or a Knowledge Graph Platform focused on structuring and connecting enterprise information for AI-driven use cases.
Technologies: Python, LLMs, RAG, vector embeddings, hybrid search, knowledge graphs.
Design and implement LLM-based features and RAG pipelines from data ingestion to answer generation
Build and optimize retrieval using vector embeddings and hybrid semantic and keyword search
Process, clean, and structure source information to improve the accuracy and relevance of AI-generated output
Evaluate model quality, experiment with new approaches, and bring proven solutions into production
Work closely with the team to integrate AI components into the wider platform
Own changes end-to-end, including design, implementation, testing, and deployment
Work independently while proactively communicating blockers, scope questions, and technical trade-offs
3+ years of commercial software development experience
2+ years of experience working on AI/ML projects
Good Python skills with hands-on implementation experience
Practical experience with LLMs and modern AI technologies
Practical experience with RAG architecture, vector embeddings, and hybrid search
Experience with information processing aimed at improving AI quality, including data preparation, chunking, metadata enrichment, and relevance tuning
Ability to work independently and take ownership of tasks from design through deployment
Upper-Intermediate English
WILL BE A PLUS
- Experience with knowledge graphs or graph databases
- Background in the telecommunications domain
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