3 days ago
Kraków, PolandSenior
Responsibilities
- Map, simplify, and re-engineer end-to-end Risk & Compliance processes, including controls, data lineage, and exceptions.
- Design and build secure agentic workflows using LLMs, tool calling, MCP, and enterprise system integrations.
- Apply RAG, GraphRAG, vector search, and hybrid search to policy, regulatory, and risk data.
- Modernize Excel/VBA, SQL, SAS, and Python scripts into tested, version-controlled services.
- Develop evaluation frameworks for accuracy, faithfulness, robustness, hallucination, and regression testing.
- Embed responsible AI controls such as access management, prompt-injection defense, data minimization, audit logging, and explainability.
- Deploy and monitor solutions using CI/CD and LLMOps, with observability for quality, drift, cost, latency, and resilience.
- Produce production-ready handovers including runbooks, documentation, acceptance criteria, rollback plans, and benefits tracking.
Requirements
- 5+ years of experience in software, data, or ML engineering, including 2+ years delivering LLM applications into production.
- Strong Python, SQL, and data-handling skills across structured and unstructured sources.
- Experience with APIs, containers, CI/CD, cloud platforms, and modern engineering practices.
- Hands-on expertise in RAG, vector and hybrid search, and agent orchestration.
- Proven ability to design LLM evaluation and monitoring systems and deliver production-quality solutions.
- 3+ years of experience in banking or financial services, ideally in Risk, Compliance, Finance, or related technology teams.
- Understanding of regulated environments, including risk controls, audit evidence, model risk, data protection, and change governance.
- Experience simplifying and redesigning processes, modernizing legacy solutions, and working with process owners to deliver practical technical outcomes.
Benefits
- Monthly gross pay range of 15108 PLN to 22658 PLN, with discretionary variable pay.
- Healthcare, family-friendly leave, pension, life assurance, private medical care, and life insurance.
- Recognition awards, Multisport card, cafeteria platform, employee assistance program, and additional PPK contributions.
- One-time reimbursement of home-office setup costs up to 800 PLN.
- Flexible working hours, free parking, nursery discounts, training and education support, social fund, corporate events, and CSR initiatives.
Categories
About HSBC
HSBC is a global bank that provides retail, commercial and investment banking, payments, and wealth management to individuals, SMEs, and multinationals. It earns fees, interest income, and trading revenues through branches and digital platforms across major markets. Headquartered in London, it serves over 40 million customers in 58 countries and is listed in London, Hong Kong, New York, and Bermuda.