GenAI Software Engineer

BASE CAMP DIGITAL PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

BASE CAMP DIGITAL PTE. LTD. seeks an experienced software engineer to deliver AI and automation solutions on our GenAI platform.

You will own the delivery lifecycle from discovery to production rollout, adoption, and handover, collaborating with business units to turn needs into measurable use cases. You will prototype rapidly, build AI agent workflows, and develop APIs, integrations, and lightweight UIs using Python, FastAPI, and PostgreSQL.

Qualifications

• 5+ years of software engineering with ownership of production apps from spec to deployment
• Strong Python, API design, async processing, and system architecture
• Solid PostgreSQL skills, data pipelines, search, and vector retrieval
• Hands-on experience with LLM apps, RAG, tool-calling agents, or workflow automation

Responsibilities

• Discover and shape: embed with business teams, understand workflows, and convert 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 AI agents and workflows using LangGraph, LangChain, n8n, or similar.
• Develop 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 responsible AI practices with oversight.
• Drive adoption: test, rollout, documentation, user enablement, and feed learnings back into reusable patterns.

Skills

Python

API design

Async processing

System architecture

PostgreSQL

Data pipelines

LLM applications

LangGraph / LangChain

Cloud deployment

Communication

Tools

LangGraph

LangChain

LlamaIndex

n8n

AWS Bedrock

OpenSearch

Azure

GCP

Job description

Job Summary:

Work directly with 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)


• Cloud-native deployment experience; AWS (Bedrock, OpenSearch) preferred, Azure or GCP acceptable


• 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)