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August 14, 2026
Senior Python Engineer – Vector Search / Retrieval Infrastructure
Senior • Remote
150 - 250 PLN
Wrocław, DS, Poland
Apply now
Startup Environment, High Ownership, Demanding Clients
Join a startup-like environment filled with new ideas, rapid change, and a strong focus on priorities and delivery. Work closely with demanding clients, solve complex engineering problems, and help build and scale ambitious, high-performance vector search systems.
This role is for engineers who enjoy responsibility, fast feedback loops, architectural challenges, and working under pressure.
Responsibilities
- Design, implement, and optimize vector database solutions (Qdrant, Pinecone, Weaviate, or similar) for production-scale retrieval systems.
- Build and maintain Python services for embedding generation, indexing, and semantic search pipelines.
- Tune indexing strategies (HNSW, quantization, sharding) for latency, recall, and cost trade-offs.
- Integrate vector search with RAG pipelines, LLM applications, or recommendation systems.
- Collaborate with ML/data teams to optimize embedding models and retrieval quality.
- Monitor, profile, and improve performance of vector search infrastructure at scale.
Requirements
- Strong Python skills, including experience with async programming and API design.
- Hands-on experience with Qdrant, Pinecone, Weaviate, Milvus, or a comparable vector database.
- Solid understanding of embedding models, similarity search, and ANN algorithms (HNSW, IVF, etc.).
- Experience with Docker/Kubernetes and cloud deployment (AWS/GCP/Azure).
- Familiarity with RAG architectures and LLM-based applications is a plus.
- Comfortable working with large-scale data pipelines and performance optimization.
Nice to Have
- Experience with other DB technologies (PostgreSQL + pgvector, Redis, Elasticsearch).
- Background in ML/NLP.
- Contributions to open-source vector search projects.
Benefits
The list of benefits is long, so we'll mention only the crucial ones:
- Challenging projects with real business impact.
- Work in a startup-like environment: fast decisions, autonomy, responsibility.
- 100% remote or office in Poland (Wrocław / Zielona Góra).
- Sport subscription.
- Private healthcare.
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