Gen AI Engineer - Banking
About the job
- At least 8 years of experience in software or data engineering, including at least 2 years on LLM applications and 3 years in banking or regulated financial services.
- Experience building software in regulated environments, including authentication, entitlements, audit logging, and data privacy.
- Ability to apply row-level access and human review steps to AI outputs.
- Experience building LLM applications beyond proof of concept using retrieval-augmented generation, embeddings, vector stores, and structured outputs.
- Experience with text-to-SQL over a semantic layer and conversational retrieval of reports and key performance indicators.
- Experience with agent frameworks such as LangGraph or LlamaIndex.
- Experience evaluating accuracy, SQL correctness, hallucinations, and guardrails, with automated evaluation in continuous integration and continuous delivery.
- Experience parsing code and extracting lineage for SQL, PL/SQL, SAS, and Python using tools such as sqlglot or ANTLR.
- Strong Python and SQL skills.
- Experience working with enterprise data at warehouse scale.
- Experience with Git, continuous integration and continuous delivery, and MLflow.
- Experience with enterprise LLM platforms such as Azure OpenAI, AWS Bedrock, or Vertex AI.
- Experience with Databricks Mosaic AI or Genie.
- Experience with visualization libraries such as Plotly, ECharts, or Vega, and Qlik or Power BI APIs.
- Preferred certifications: Databricks Generative AI Engineer Associate, Azure AI Engineer, or AWS ML Specialty.
About the company
Unison Group builds technology systems for financial institutions that need to manage risk, meet reporting rules and modernize their operations. Its consultants work across liquidity, market and credit risk, combining financial knowledge with software implementation and data analysis. The business also designs cloud infrastructure and develops custom applications, connecting these systems with the information and processes clients already use. It earns money through consulting, technology implementation and engineering services for enterprises, with work ranging from system design to deployment. Founded as Unison Consulting in 2012, the group is headquartered in Singapore.
Company Size
201-500
Company Stage
N/A
Total Funding
N/A
Headquarters
N/A
Founded
2012
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Simplify's Take
What believers are saying
- Established banks buy its services: Unison names Standard Chartered and DBS among its clients.
- Employees get structured learning support: Unison advertises certifications, mentorship and ongoing learning opportunities.
- Large consulting partners extend its network: Unison names TCS and IBM as strategic allies.
What critics are saying
- Assignments have defined endpoints: Unison builds cross-functional teams for time-bound client projects.
- Delivery depends on outside platforms: Unison builds cloud services around AWS, Azure, Databricks and Snowflake.
- Internal staff face formal performance reviews: Unison Consulting sets 30-90-day improvement plans for specified departments.
What makes Unison Group unique
- Regional delivery has local footholds: Unison lists locations in India, Malaysia, the UAE and Australia.
- Specialists join client teams: Unison embeds its technology consultants through talent augmentation.
- Delivery includes an owned quality tool: Unison uses uArrow for AI-driven checks on cloud data.
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