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Senior Gen AI Application Engineer

INNOVA DIGITAL SOLUTIONSOutram

Role Overview

We are looking for a

Senior GenAI Application Engineer

to build and optimize production-grade GenAI applications. This is a hands-on delivery role, not a research position. You will design reliable, maintainable, and observable AI solutions for real enterprise users.

Key Responsibilities

Build GenAI Apps:

Code applications using LangGraph, LangChain, open-weight models, and hosted LLMs.

Design AI Workflows:

Develop agentic workflows, RAG, tool calling, and prompt orchestration.

Integrate Systems:

Connect GenAI apps with enterprise systems, APIs, and data sources.

Ensure Production Quality:

Implement logging, tracing, evaluation, and fallback behaviors.

Collaborate & Lead:

Coordinate with data, security, and infrastructure teams to deliver resilient code.

Role Requirements

6+ Years' Experience:

Strong software engineering background with recent hands-on production GenAI delivery.

AI Tooling:

Proven experience with LangGraph, LangChain, RAG, and context management.

Backend Skills:

Solid programming experience in Python or Java, plus strong API design skills.

Production Tools:

Experience with logging/tracing tools and container platforms like Kubernetes or OpenShift.

Delivery Mindset:

High ownership and practical judgment, focusing on useful products over hype.

Nice-to-Have Skills

Frameworks like DeepAgent, Langfuse, Elastic, or vLLM.

Redis for caching, state management, or low-latency AI patterns.

Deploying AI workloads on cloud infrastructure.

Key Skills

Production GenAI Application Engineering

LangGraph, LangChain, RAG, and Agentic Workflows

Python / Java, APIs, and Enterprise Integration

Grace Lee

Associate Director

Company Registration No: 200408881M

EA Registration No: 12C5526

CEI/KAH Registration No: R1545055

grace.lee@innovasolutions.com

VOLT is the largest pure commerce and industry recruitment firm in Singapore, focused on mid to senior level professionals. Our expertise includes the following specialisms: -

Accountancy & Finance

Engineering & Manufacturing

Healthcare & Life Sciences

Human Resources

Information Technology

Procurement & Supply Chain

Property, and

Sales & Marketing.

Our comprehensive range of services include permanent, contract and temporary assignments, as well as recruitment process outsourcing (RPO) and managed service programs (MSP).

VOLT was founded in 1950 and is a NYSE listed Fortune 1000 company. Our 4,200 employees provide recruitment, technology and consulting services across 192 offices in the UK, Europe, North and South America and Asia.

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