Full Stack Developer (AI/ML)
Posted Updated 2
views
Responsibilities
Develop and maintain full stack web applications across frontend and backend. Build and integrate AI-powered features such as chatbots, recommendation systems, intelligent search, and automation tools. Integrate pre-built or internally developed AI/ML models into applications. Build and consume RESTful APIs and backend services. Create responsive frontend components and improve user experience. Work with data scientists, product owners, and other team members to test, deploy, and support AI-enabled applications. Perform debugging, testing, code optimisation, and application monitoring. Participate in system design and technical discussions. Write clean, maintainable, and well-documented code. Work within Agile or Waterfall project methodologies as required. Requirements
Bachelor's degree in Computer Science, Computer Engineering, Software Engineering, or a related field, or equivalent practical experience. 5 years of relevant experience. Candidates with no prior experience are welcome to apply. Proficiency in JavaScript / TypeScript. Experience with at least one frontend framework such as React, Angular, or Vue.js. Backend development experience with Node.js, Python (Flask/FastAPI), Java Spring Boot, or similar technologies. Understanding of relational or NoSQL databases such as PostgreSQL, MySQL, or MongoDB. Knowledge of RESTful API development and integration. Foundational to intermediate knowledge of AI/ML concepts. Exposure to AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn, or AI services/APIs such as OpenAI, Azure AI, or AWS AI. Familiarity with Git, CI/CD, Docker, Kubernetes, or cloud platforms such as AWS, Azure, or GCP would be an advantage. Only Singapore Citizens are eligible to apply.
Develop and maintain full stack web applications across frontend and backend. Build and integrate AI-powered features such as chatbots, recommendation systems, intelligent search, and automation tools. Integrate pre-built or internally developed AI/ML models into applications. Build and consume RESTful APIs and backend services. Create responsive frontend components and improve user experience. Work with data scientists, product owners, and other team members to test, deploy, and support AI-enabled applications. Perform debugging, testing, code optimisation, and application monitoring. Participate in system design and technical discussions. Write clean, maintainable, and well-documented code. Work within Agile or Waterfall project methodologies as required. Requirements
Bachelor's degree in Computer Science, Computer Engineering, Software Engineering, or a related field, or equivalent practical experience. 5 years of relevant experience. Candidates with no prior experience are welcome to apply. Proficiency in JavaScript / TypeScript. Experience with at least one frontend framework such as React, Angular, or Vue.js. Backend development experience with Node.js, Python (Flask/FastAPI), Java Spring Boot, or similar technologies. Understanding of relational or NoSQL databases such as PostgreSQL, MySQL, or MongoDB. Knowledge of RESTful API development and integration. Foundational to intermediate knowledge of AI/ML concepts. Exposure to AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn, or AI services/APIs such as OpenAI, Azure AI, or AWS AI. Familiarity with Git, CI/CD, Docker, Kubernetes, or cloud platforms such as AWS, Azure, or GCP would be an advantage. Only Singapore Citizens are eligible to apply.