Dear Aspirant We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? Then it seems like you’d make a great addition to our vibrant international team. We are looking for: Lead Data Pipeline Engineer Consultant You build and run the pipelines that move knowledge into our Neo4j knowledge graph and make it retrievable for AI assistants. This is a hands-on engineering role — you implement. You work AI-first: you use AI to build and accelerate the pipelines and tooling, and you evaluate that the results are correct. You partner with the Ontology Engineer, who owns the target schema; you make source data fit that schema and flag back when it does not You’ll make an impact by:
• Understand heterogeneous source data before implementation — identify semantics, dependencies, quality gaps and the real transformation need, rather than coding against the surface.
• Build and operate automated extract-transform-load (ETL) pipelines that pull structured and unstructured content from source systems (SAP, process and documentation tools, documents) and load it into Neo4j.
• Transform and enrich extracted data to fit the canonical ontology/schema.
• Build generic, reusable retrieval tooling over the graph and vector stores — vector, similarity/cosine, hybrid and multi-hop search — independent of any single use case.
• Implement incremental loading, change detection, retries, error handling, monitoring and data-quality checks so pipelines run without manual babysitting.
• Treat each pipeline as a product through its full SDLC:



requirements → design → build → test → operate.
• Use AI first to build, accelerate and evaluate your work, and dig into failures hands-on. You’re excited to build on your existing expertise, including:
• AI First Mindset: you build solutions with AI rather than handcrafting them, and you can judge whether AI output is correct.
• 8+ years of relevant hands-on experience — a super-senior engineer who can steer this topic in the right direction (depth and delivery matter more than years in any single tool).
• Curiosity and a willingness to understand the problem — someone who digs into the subject matter, not a plain developer who hides behind technical skills.
• Robust hands-on Python and solid data-pipeline / ETL engineering — APIs, incremental loads, error handling, automated testing.
• Hands-on experience with retrieval / search — vector and similarity search, embeddings, and at least one real system you built or operated.
• Works to SDLC principles (requirement → design → build → test → operate).
• Senior, hands-on, self-driven individual contributor who implements and owns outcomes.
• Nice to have
• Graph / vector databases, especially Neo4j & Cypher (load and retrieve). Depth here is a plus, not a gate — curiosity plus an AI mindset.
• Exposure to SAP data (you will pick up the domain with the team and with AI).




• Agent frameworks, tool-calling / MCP; Azure; CI/CD.
• Python, Neo4j & Cypher, vector search / embeddings, Azure AI Search, LangGraph, MCP & APIs, Azure; connectors to SAP, Signavio and other content sources.
• How we work
• AI-first, hands-on, outcome-oriented. We implement — no PowerPoint-only architects. Problem-first and pragmatic: we challenge vague requirements and unnecessary complexity, then build a workable alternative. Create a better #TomorrowWithUs This role is based in Pune/Bangalore, where you’ll get the chance to work with teams impacting entire cities, countries
- and the shape of things to come. We value your unique identity and perspective and are fully committed to providing equitable opportunities and building a workplace that reflects the diversity of society. Come bring your authentic self and create a better tomorrow with us. We’re Siemens. A collection of over 300,000 minds building the future, one day at a time in over 200 countries. We’re dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit and business need. Bring your curiosity and creativity and help us shape tomorrow. Find out more about Siemens careers at: www.siemens.com/careers Job ID 527252 Posted since 03-Nov-2026 Organization Information Technology Field of work Information Technology Company Siemens Technology and Services Private Limited Experience level Mid-level Professional

Job type
Full-time Work mode Office/Site only Employment type Permanent Location(s)
• Bangalore
- Karnataka
- India

📌 IT Solution Expert-Data Pipeline and Retrieval Engineer (Bengaluru)
🏢 Siemens
📍 Bengaluru