AI Full Stack Engineer

Posted 5 Days Ago
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Singapore, SGP
In-Office
Mid level
Consulting • Design
The Role
Design, build, and deliver end-to-end AI-enabled applications including retrieval pipelines, LLM orchestration, backend APIs and user interfaces. Own SDLC, CI/CD, containerisation, observability and secure cloud deployments. Integrate LLM APIs and vector DBs, evaluate models, contribute shared platform components, and work with business teams and AI PMs.
Summary Generated by Built In

As a part of the Central AI-Core Studio & Delivery team, this role would require you to drive the design, build, and production delivery of AI-enabled applications for our core business lines.

Key Responsibilities

  • Design and build end-to-end AI-powered applications, including retrieval pipelines, LLM orchestration layers, backend APIs, and user-facing interfaces.
  • Own the full software development lifecycle from requirements and architecture through testing, deployment, and post-launch iteration.
  • Integrate LLM APIs, vector databases, and retrieval-augmented generation into production applications, applying agentic orchestration where needed.
  • Evaluate AI models and retrieval approaches, defining evaluation criteria and iterating on production performance data.
  • Own CI/CD pipelines, containerisation, observability, and secure cloud deployment, and document architectural decisions and trade-offs.
  • Contribute reusable components and shared engineering standards to the AI platform.
  • Work directly with business teams and AI PMs in a forward-deployed model, communicating progress and risks to technical and non-technical stakeholders.

About you

  • A track record of shipping production software that people rely on - applications you’ve built, debugged, and improved under real operating conditions.
  • Strong Python proficiency, with experience in REST APIs, cloud deployment, and containerisation.
  • Hands-on experience with LLM APIs (OpenAI, Anthropic, or equivalent) and retrieval/vector database systems.
  • Solid understanding of software architecture, testing practices, and production operations.
  • It will be advantageous if you have experience in agentic orchestration frameworks (LangChain, LangGraph, AutoGen) and frontend development with React and TypeScript.
  • It will be advantageous if you are familiar with the Architecture, Engineering and Construction industry, infrastructure, or enterprise workflow domains, and AWS, Azure, or GCP environments.

We value equity, diversity and inclusion and are committed to creating a work environment where everyone feels a sense of belonging and is empowered to do their best. We recognise the importance of a diverse and inclusive workplace to drive innovation and shared learning across our growing global network.

Join us and be part of a culture where we rise together, deliver excellence, and expand what’s possible.

At Surbana Jurong, we put talent, hard work, teamwork and a fun workplace together to approach problems and solve them creatively and collaboratively. Join us in making a positive impact on the world!

Skills Required

  • Proven track record shipping production software
  • Strong Python proficiency with REST API experience
  • Experience with cloud deployment and containerisation
  • Hands-on experience with LLM APIs (OpenAI, Anthropic, or equivalent)
  • Experience with retrieval/vector database systems and RAG pipelines
  • Solid understanding of software architecture, testing practices, and production operations
  • Ownership of CI/CD pipelines, observability, and secure cloud deployments
  • Ability to work with business teams and AI product managers, communicate progress and risks
  • Experience with agentic orchestration frameworks (LangChain, LangGraph, AutoGen)
  • Frontend development experience with React and TypeScript
  • Familiarity with Architecture, Engineering and Construction industry, infrastructure, or enterprise workflows
  • Familiarity with AWS, Azure, or GCP environments
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The Company
HQ: Singapore
10,000 Employees
Year Founded: 2015

What We Do

Surbana Jurong and our member companies are a global multidisciplinary consultancy group with more than 120 offices in over 40 countries. We are architects, designers, planners, engineers and other specialists, driven by progressive thinking to create a better built environment. We are united in our mission of Building Cities, Shaping Lives. By designing and delivering quality housing, workspaces, roads, rail, hydropower, dams, underground and coastal protections and other critical infrastructure, we are creating smart and sustainable spaces where communities and businesses, present and future, can thrive. With over 70 years’ experience delivering projects worldwide, we see every project as an opportunity for us to fulfil aspirations and enrich lives. Join us, and join a culture of innovation, passion for problem-solving and commitment to shaping a better future.

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