# Gen AI Engineer - Banking

**Company:** [Unison Group](https://jobs.workable.com/companies/deKpPhPMtQZga7XoPG1tSo.md)
**Location:** Singapore, Singapore
**Workplace:** on site
**Employment type:** Contract
**Department:** Manish

[Apply for this job](https://jobs.workable.com/view/93cc9a9c-9eb4-4b6c-aa6d-c038ed939f0e)

## Description

**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.