Job Description

: * Design and Develop

• Build responsive and user-friendly interfaces with Next.js/React, ensuring seamless user workflows
• Integrate backend services and RESTful APIs with FastAPI, enabling smooth interaction between the UI and the synthetic data generation engine.

2. Deploy and Scale

• Containerize applications with Docker and deploy via AWS Lambda and the Serverless Framework
• Manage infrastructure with Terraform to ensure scalability, security, and cost efficiency across a whole-of-government environment.

3. Automate and Assure Quality

• Develop and maintain CI/CD pipelines in GitLab, enabling automated builds, testing, and deployments.
• Participate in code reviews, refactoring, and performance tuning to deliver high-quality, reliable systems.

4. Enable AI/ Data Science Features

• Collaborate closely with Data Scientists to translate models and experiments into production-ready features (e.g., preprocessing pipelines, imputation methods, constraint handling)
• Support integration of deep learning and statistical models into the product, ensuring usability, performance, and maintainability
• Help investigate and resolve edge cases where model behavior affects user experience (e.g., training failures, poor outputs).

5. Shape Architecture

• Contribute to system design and architectural decisions that balance maintainability, scalability, and integration with ML workflows.

6. Collaborate Cross-Functionally

• Partner with product managers, engineers, and privacy researchers to deliver features that meet both functional and security requirements
• Translate technical concepts across AI, privacy, and software domains for stakeholders.

7. Innovate and Evolve

• Stay at the forefront of emerging AI, privacy, and software technologies.
• Propose improvements to developer workflows, product performance, and system security at scale.

Requirements: * Have Degree or Diploma in computing, design or a relevant field of study

• Min. 3 years' experience in software engineering or related role
• Hands-on experience in frontend development using Next.js or any other web libraries or frameworks (React, Angular, Vue and etc)
• Experience in backend with REST APIs with Python or any other backend frameworks/language
• Proficiency in cloud environments (AWS preferred; GCP or Azure acceptable)
• Experience with Infrastructure as Code tooling would be an advantage
• Strong understanding of Docker and containerized deployments
• Familiarity with Git version control and testing
• Understanding of DevOps, Git and CI/CD would be an advantage
• Interest in web app development with UI/UX design, and API development
• Adjacent skillsets in AI and Data Science are a bonus:
• Exposure to ML/DS workflows, with ability to collaborate on model integration and data preprocessing pipelines
• Comfort reading or debugging Python code related to ML libraries (e.g., PyTorch, TensorFlow, scikit-learn).
• Familiarity with privacy, data science, or synthetic data generation concepts is a strong plus.
• Curiosity, willingness to learn, and inclination to work in a collaborative environment

Working Arrangement:

• Punggol
• 1 year contract

EA License No.: 96C4864
Reg No.: R25128798 HUANG QIMENG

Skills Required