AI Developer

Build AI systems that work in production, not just in demos.

About Mosaic Consulting Group

Mosaic Consulting Group works at the intersection of enterprise systems, data, workflows, and applied AI. We help organisations in energy, utilities, manufacturing, and workforce transformation solve real operational problems. We are building a next- generation AI development hub in Singapore — one that combines deep enterprise expertise with agent-based AI execution to create measurable outcomes for clients globally.

The Opportunity

Mosaic is building a global AI delivery capability for enterprise clients across energy, utilities, manufacturing, and workforce transformation. As a Mid-level AI Developer, you will own the end-to-end build of AI and agentic solutions on live client engagements — from problem framing and solution design through to deployment and evaluation. You will work closely with senior team members and client stakeholders, with real ownership over the solutions you ship.

What You Will Do

• Design and build RAG pipelines, agentic workflows, and multi-step AI systems for enterprise clients
• Wire up agent frameworks (LangChain, LangGraph, or equivalent) with tool-calling, guardrails, and output validation
• Integrate AI solutions with enterprise platforms including SAP, Salesforce, UKG, and cloud data pipelines
• Translate vague business problems into scoped AI solutions — weighing feasibility, cost, and risk
• Run client workstreams: gather requirements, manage stakeholder relationships, and present findings that drive decisions
• Apply classical ML (forecasting, anomaly detection, gradient boosting) alongside GenAI where it is the right tool
• Mentor junior analysts and contribute to Mosaic's reusable delivery patterns and internal IP

What We Are Looking For

• 3–5 years building and shipping software, data, or AI solutions, with at least one AI/ML product taken into production (not just a proof of concept)
• Hands-on GenAI and agentic work in the last 12–24 months: RAG pipelines, prompt engineering, agent frameworks, evals
• Strong Python, comfort with APIs, and hands-on experience with a major cloud platform (Azure, AWS, or GCP)
• Experience with frontier LLM APIs (Anthropic Claude, OpenAI GPT, or equivalent)
• Ability to work independently, manage a client workstream, and communicate clearly with non-technical stakeholders
• A strong ML, data science, or data engineering background transfers directly — bring both that and your GenAI experience
• Must be authorised to work in Singapore — sponsorship is not available for this role

Nice to Have

• Familiarity with enterprise platforms (SAP, Salesforce, UKG, Workday) or vendor AI extensions (SAP Joule, Salesforce Agentforce)
• Experience with vector stores, embeddings, and safe handling of client data in production environments
• Domain exposure in enterprise asset management, workforce management, or field services

Why Join Mosaic

• Own meaningful AI workstreams on live client engagements — not internal tooling
• Work at the intersection of deep enterprise context and cutting-edge agentic AI
• Small senior team, real influence over how the practice is built and run
• Global scope from day one
• Flexible working arrangement and competitive compensation