Gen AI Engineer - Banking

Hong Kong Unison Limited; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Hong Kong Unison Limited in Singapore seeks a Gen AI Engineer with 8+ years in software or data engineering, including 2+ years on LLM applications and 3+ years in banking or regulated financial services. You will build in regulated environments with authentication, entitlements, audit logging and data privacy, and implement role-based access and human review steps for AI outputs.

The role involves RAG, embeddings, vector stores, SQL generation and reports, plus collaboration with DBS, OCBC,

Qualifications

• 8+ years in software or data engineering.
• 2+ years on LLM applications.
• 3+ years in banking or regulated financial services.

Skills

Python

SQL

Regulated environments

Education

Databricks Generative AI Engineer Associate

Azure AI Engineer

AWS ML Specialty

Tools

Git

CI/CD

MLflow

LangGraph

LlamaIndex

sqlglot

ANTLR

Job 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.
• 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.

Unison Consulting established in the year 2012 in Singapore. We provide technology consulting, systems implementation, and integrations service to Asia Pacific customers. We help transform enterprise data in actionable insights. Our consultants have wide range of functional expertise within Banking and Financial services spectrum, working closely with clients to anticipate, illuminate and overcome complex business challenges.

Our objective is to be a one-stop solution provider all enterprise business intelligence and data warehousing needs of organizations.

Our mission is to consistently deliver our services to our clients in a cost-effective way without compromising the quality.

Our current clients include - DBS, OCBC, Standard Chartered Bank and Maybank.