VP, Enterprise GenAI Backend Engineer, Group Technology & Ops

UOB; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

United Overseas Bank Limited is seeking a Senior GenAI Application Engineer to design and deliver production-grade GenAI applications at scale. You will operate at the intersection of software engineering, GenAI development, and enterprise integration within a fast-moving banking environment.

The role emphasizes practical delivery, reliability and observability, requiring hands-on experience with LangGraph, LangChain and open-weight models, and strong collaboration across application, data,

Qualifications

• 6+ years of software engineering experience with hands-on GenAI
• Proven track record building production-grade GenAI apps
• Experience with LangGraph, LangChain or similar orchestration frameworks
• Understanding of RAG, agentic workflows, tool calling and context management
• Experience integrating LLMs via APIs with backend/data sources
• Familiarity with open weight models and deployment patterns
• Strong backend skills in Python/Java
• Knowledge of API design, distributed systems and resilience
• Experience with observability, logging and tracing
• Experience with containerized deployments (Kubernetes/OpenShift)

Responsibilities

• Build and improve GenAI applications using orchestration tools
• Integrate GenAI apps with enterprise systems and APIs
• Develop agentic workflows, RAG and tool calling
• Ensure production quality with logging, tracing and troubleshooting
• Collaborate with cross-functional teams across engineering and security

Skills

GenAI production apps

LangGraph

LangChain

Open weight models

APIs & integration

Python/Java

Observability

Distributed systems

Kubernetes/OpenShift

Tools

LangGraph

LangChain

Kubernetes

OpenShift

Elastic/observability

Redis

Job description

Company: 1011 United Overseas Bank Ltd

About UOB

United Overseas Bank Limited (UOB) is a leading bank in ASEAN with a global network in Southeast Asia, Asia Pacific, Europe and North America. Operating through our head office in Singapore and banking subsidiaries in China, Indonesia, Malaysia, Thailand and Vietnam, we have a global network of about 430 branches and offices in 19 markets. At the heart of UOB is our culture, shaped by the UOB Way and anchored on our four values – Honourable, Enterprising, United and Committed. For more than 90 years, these values have guided how we do right by our customers, collaborate with one another and create long-term value for the communities we operate in. As One Bank, we are committed to helping our colleagues build sustainable careers grounded in purpose, supported by strong values, and enriched with meaningful opportunities to grow.

Job Description

We are looking for a Senior GenAI Application Engineer who operates effectively at the intersection of software engineering, GenAI application development, enterprise integration and production delivery. This is not a pure research role. It is not a prompt engineering only role. The successful candidate will help design, build and improve production grade GenAI applications that are reliable, observable, maintainable and useful to real enterprise users.

The successful candidate will:

• Build and improve GenAI applications using frameworks such as LangGraph, LangChain or similar orchestration tools.
• Work with open weight models, hosted LLMs and model serving patterns.
• Develop agentic workflows, retrieval augmented generation, tool calling and prompt orchestration.
• Integrate GenAI applications with enterprise systems, APIs, data sources and operational platforms.
• Engineer solutions for production quality, including logging, tracing, evaluation, fallback behaviour and troubleshooting.
• Bring a strong can do attitude, enthusiasm, curiosity and practical delivery mindset.

Finance or banking experience is not required. What matters more is hands on experience building real GenAI applications, strong engineering judgement and the ability to deliver in a complex enterprise environment.

What Matters Most

• Strong hands on experience building production grade GenAI applications.
• Practical experience with LangGraph, LangChain, agentic workflows,RAG and tool calling.
• Understanding of open weight models and how to integrate them into real applications.
• Ability to challenge weak designs and propose better ones.
• Strong engineering discipline around reliability, testing, observability and maintainability.
• Ability to work across application, data, platform, security and infrastructure teams.
• Enthusiastic, energetic and willing to get into the details.
• Pragmatic approach to delivery, not over engineering, not hype driven.

Job Requirement :

• 6 or more years of software engineering experience , preferably with recent hands on experience in GenAI application development.
• Proven experience building production grade GenAI applications , not only prototypes, experiments or demos.
• Strong hands on experience with LangGraph, LangChain or similar orchestration frameworks.
• Practical understanding of RAG, agentic workflows, tool calling, prompt orchestration and context management.
• Experience integrating LLMs into real applications using APIs, backend services and enterprise data sources.
• Experience with open weight models or strong interest backed by hands on experimentation.
• Strong backend engineering skills using Python, Java or similar languages.
• Good understanding of API design, distributed systems and production resilience patterns.
• Experience with observability, logging, tracing and troubleshooting for GenAI or backend applications.
• Familiarity with containerised deployment environments such as Kubernetes or OpenShift.
• Ability to write clean, maintainable and testable code.
• Strong analytical, debugging and troubleshooting skills.
• High ownership, high curiosity and genuine interest in building useful AI products.
• Ability to work in a fast moving environment with incomplete information
• and evolving requirements.
• Strong communication skills, with the ability to challenge weak designs and coordinate across business, application, data, infrastructure and security teams.

Nice to Have

• Experience with DeepAgent or similar agent frameworks.
• Experience with Langfuse, Elastic or similar observability and search tools.
• Experience with Redis for caching, conversation state, rate limiting, queue backed workflows or low latency GenAI application patterns.
• Experience with vLLM or similar inference serving frameworks for running open weight models.
• Experience deploying GenAI workloads on cloud or container platforms.

Additional Requirements

Develop (Competency), Engage (Competency), Execute (Competency), Strategise (Competency)

Be a Part of the UOB Family

UOB is an equal opportunity employer. UOB does not discriminate on the basis of a candidate’s age, race, gender, color, religion, sexual orientation, physical or mental disability, or other non-merit factors. All employment decisions at UOB are based on business needs, job requirements and qualifications. If you require any assistance or accommodations to be made for the recruitment process, please inform us when you submit your online application.