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UNISON Group Hiring! Full Time Gen AI Engineer - Banking in - Ricebowl

Gen AI Engineer - Banking

UNISON Group

Singapore

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Working Location

  • Singapore

Job Description

Responsibilities

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.

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