GenAI Software Engineer

Base Camp Digital; Singapore; On-site; SGD 140,000 - 210,000; Full time

Job summary

Base Camp Digital is seeking an experienced software engineer to deliver AI and automation solutions on our GenAI platform in Singapore. You will own delivery end to end—from discovery and rapid prototyping through production rollout, adoption, and handover.

You will prototype, build backends and integrations using Python, FastAPI, and PostgreSQL; design AI agent workflows, ensure security and governance, and drive adoption across business units.

Qualifications

• 5+ years of software engineering experience with ownership of prod apps.
• Strong Python, API design, async processing, and system architecture.
• Experience with PostgreSQL, data pipelines, search and vector retrieval.

Responsibilities

• Discover and shape: embed with business teams, identify workflows and use cases.
• Prototype and iterate: build prototypes, validate with users, move to production.
• Build AI agent workflows using LangGraph, LangChain, n8n or similar.
• Develop APIs, integrations, and lightweight UIs with Python and PostgreSQL.
• Ensure quality and safety with evaluations, tracing, and responsible AI practices.
• Drive adoption: testing, rollout, documentation, enablement, and support.

Skills

Python

API design

Async processing

System architecture

PostgreSQL

Data pipelines

Search

Vector retrieval

LLM applications

RAG

Tool-calling agents

Workflow automation

Communication

Ambiguity tolerance

Tools

LangGraph

LangChain

n8n

LlamaIndex

Job description

What's On Offer

1 Year Contract
Based in Singapore

Job Summary

Work directly with our client's business units to deliver high-impact AI and automation solutions on our established enterprise GenAI platform. You'll own delivery end to end, from discovery and rapid prototyping through production rollout, adoption, and handover.

Job Responsibilities

• Discover and shape: Embed with business teams, understand their workflows and pain points, and turn ambiguous needs into prioritised use cases with measurable success criteria.
• Prototype and iterate: Build working prototypes quickly, validate with users, and take viable solutions to production.
• Build agentic workflows: Design reliable AI agents and workflows using LangGraph, LangChain, n8n, or similar, combining deterministic logic, LLM reasoning, tool calling, and human approvals.
• Develop applications and backends: Build APIs, integrations, and lightweight UIs using Python, FastAPI, and PostgreSQL, including data ingestion and retrieval pipelines (search and vector services).
• Ensure quality and safety: Define evaluations, implement tracing and monitoring, and apply secure, responsible AI practices (least privilege, prompt-injection defences, auditability, human oversight) in line with government policies.
• Drive adoption: Own testing, rollout, documentation, user enablement,and support. Feed learnings back into reusable patterns and the core platform.

Job Requirements

• 5+ years of software engineering experience, with ownership of production applications from ambiguous requirements through to deployment and support
• Strong Python (or another modern backend language), API design, async processing, and system architecture
• Strong PostgreSQL/relational database skills, plus practical knowledge of data pipelines, search, and vector retrieval
• Hands‑on experience with LLM applications, RAG, tool‑calling agents, or workflow automation (LangGraph, LangChain, LlamaIndex, n8n, or equivalent)
• Excellent communication and facilitation skills, with the ability to work with non‑technical users and drive adoption
• Comfortable with ambiguity and quick to learn new business domains

Nice to Have

• Consulting, solutions engineering, or other user‑facing, end‑to‑end delivery experience
• Visual workflow builder experience (n8n, Flowise), including custom nodes and integrations
• LLM evaluation, observability, or red‑teaming experience
• Experience in regulated environments (data privacy, cybersecurity, government requirements such as IM8)