Senior Associate/Assistant Vice President, Full Stack Agentic AI Engineer
Temasek Holdings (Private) Limited3 months ago
Singapore, SingaporeSenior
Responsibilities
- Design and implement single-agent and multi-agent workflows with orchestration, tool calling, memory, state management, and planning or reasoning loops.
- Build production RAG pipelines covering document ingestion, chunking, embeddings, vector stores, semantic search, and hybrid retrieval.
- Develop secure tool and API integrations with investment data platforms, portfolio management systems, market data APIs, and internal knowledge bases.
- Build prompting, context management, MCP connectors, reusable tool integrations, and evaluation-driven prompt optimization systems.
- Develop full-stack AI applications with front-end interfaces, back-end services, RESTful and streaming APIs, enterprise middleware, and WebSocket-based live updates.
- Design API contracts, versioning, documentation, data access layers, structured extraction, and integrations that keep AI product knowledge bases current.
- Implement observability, monitoring, alerting, safe fallback and human escalation paths, testing, evaluation suites, regression testing, and integration testing.
- Participate in code reviews, architecture discussions, production incident response, and continuous reliability improvement.
Requirements
- 5-8 years of engineering experience, including at least 2 years focused on AI/ML engineering.
- Hands-on experience designing, building, deploying, and operating production-grade AI systems and shipping LLM-powered products to real users.
- Experience with agentic AI frameworks such as LangChain, LangGraph, AutoGen, or CrewAI, or equivalent tools.
- Strong familiarity with Anthropic and OpenAI SDKs, including tool-calling and streaming APIs.
- Proficiency in Python, including FastAPI, asyncio, and Pydantic, plus TypeScript or JavaScript and experience with React, Next.js, and Node.js.
- Experience with LLM integration, embedding models, vector databases, RAG components, evaluation frameworks, and AI observability tooling.
- Experience with Docker, Kubernetes, AWS, Azure, or GCP, CI/CD pipelines, secrets management, and basic AI security practices.
- SQL proficiency and familiarity with data pipeline tooling such as dbt or Airflow.
- Financial services, fintech, or data-intensive regulated-industry experience is advantageous.
Tech Stack
Apache AirflowAWSAzuredbtDockerFastAPIGoogle Cloud PlatformJavaScriptKubernetesNext.jsNode.jsPythonReactSQLTypeScript
Categories
About Temasek Holdings (Private) Limited
Temasek Holdings is a Singapore-headquartered global investment company that deploys capital across public and private markets, from venture to large-cap equities, to generate long-term, sustainable returns. Wholly owned by the Singapore government and founded in 1974, it manages a portfolio of roughly S$500 billion and operates offices across Asia, the Americas, and Europe. It invests directly in companies and funds, and stewards holdings across sectors such as technology, life sciences, financial services, and energy.