Gen AI Engineer - Banking

We are looking for Gen AI Engineer with 8+ years in software or data engineering, including 2+ on LLM applications and 3+ in banking or regulated financial services.

Must-have skills

Banking and controls

Building software in regulated environments

authentication, entitlements, audit logging and data privacy.

• Applying row-level access and human review steps to AI outputs.

Generative AI engineering

LLM applications beyond proof of concept

RAG, embeddings, vector stores and structured outputs.

• Text-to-SQL over a semantic layer; conversational retrieval of reports and KPIs.
• Agent frameworks such as LangGraph or LlamaIndex.

Evaluation

accuracy, SQL correctness, hallucination testing and guardrails, automated in CI/CD.

• Code parsing and lineage extraction for SQL, PL/SQL, SAS and Python (e.g. sqlglot, ANTLR).

Software and data engineering

• Strong Python and SQL.
• Working with enterprise data at warehouse scale.
• Git, CI/CD and MLflow.

Good-to-have skills

Enterprise LLM platforms

Azure OpenAI, AWS Bedrock or Vertex AI.

• Databricks Mosaic AI or Genie.
• Visualization libraries (Plotly, ECharts, Vega) and Qlik or Power BI APIs.

Certifications (preferred)

Databricks Generative AI Engineer Associate; Azure AI Engineer; AWS ML Specialty.