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)
Base Camp Digital, founded in Singapore in 2018 (formerly Ploy Asia), is a leading IT Solutions and Delivery company operating across Asia, with offices in Singapore, Hong Kong, Indonesia, Malaysia, and Thailand.
We provide targeted expertise for successful project outcomes tailored to modern technological demands.
Our core delivery expertise focuses on high-growth areas:
Enterprise Software Implementation: Delivery and support for major ERP/CRM systems, including deep platform expertise in:
SAP, Salesforce, Oracle, Workday, Pega, Microsoft, and ServiceNow.
Bespoke Software Development: Custom application development using key technologies like Java, .NET, and open-source stacks. Inluding Software Testing Manual and Automation.
Data, Analytics, and AI: Services spanning Data Engineering, Data Analysis, and advanced Artificial Intelligence (AI) solutions (Machine Learning, Computer Vision, LLMs).
Infrastructure Services: Full-range support, from basic desktop to complex Data Centre management.