Mindteck
Full Stack Developer – AI/ML
- Compensation
- Not disclosed
- Location
- Ang Mo Kio, North-East Region
- Work setup
- Onsite
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- 2+ years
- Category
- Fullstack
- Posted
Skills
Must have
- Bachelor’s degree in Computer Science, IT, Software Engineering, or related field.
- 2–5 years of full-stack development experience.
- Strong experience with JavaScript/TypeScript and frameworks such as React, Angular, or Vue.js.
- Backend experience with Node.js, Python, Java, or Spring Boot.
- Experience with REST APIs, databases, and microservices.
- Practical experience with AI/ML development or AI service integration.
- Knowledge of Generative AI, LLMs, NLP, embeddings, or RAG is an advantage.
- Experience with AWS, Azure, or GCP and basic DevOps/CI/CD practices.
- Strong problem-solving, troubleshooting, communication, and teamwork skills.
Nice to have
- Experience building AI-enabled enterprise applications.
- Experience with LLMs, RAG, NLP, or AI-powered search.
- Exposure to LMS, EdTech, or digital learning platforms.
- Experience with cloud-native applications and microservices.
Full description
Job Overview
- We are seeking a Full Stack Developer with AI/ML experience to design, develop, integrate, and maintain modern web applications with intelligent capabilities.
Key Responsibilities
- Develop and maintain full-stack web applications across frontend, backend, databases, and APIs.
- Build and integrate AI/ML features such as chatbots, intelligent search, recommendations, personalisation, analytics, and automation.
- Develop REST APIs, microservices, and third-party integrations.
- Work with relational and NoSQL databases and support data integration.
- Deploy and support applications on AWS, Azure, or GCP.
- Participate in CI/CD, Docker, testing, monitoring, and performance optimisation.
- Apply secure coding, authentication, and data protection practices.
- Troubleshoot application, API, database, and deployment issues.
- Collaborate with product, AI/ML, DevOps, QA, and business teams to deliver solutions.
Requirements
- Bachelor’s degree in Computer Science, IT, Software Engineering, or related field.
- 2–5 years of full-stack development experience.
- Strong experience with JavaScript/TypeScript and frameworks such as React, Angular, or Vue.js.
- Backend experience with Node.js, Python, Java, or Spring Boot.
- Experience with REST APIs, databases, and microservices.
- Practical experience with AI/ML development or AI service integration.
- Knowledge of Generative AI, LLMs, NLP, embeddings, or RAG is an advantage.
- Experience with AWS, Azure, or GCP and basic DevOps/CI/CD practices.
- Strong problem-solving, troubleshooting, communication, and teamwork skills.
Technical Skills
- Frontend: React / Angular / Vue.js, JavaScript / TypeScript
- Backend: Node.js / Python / Java / Spring Boot
- Database: PostgreSQL / MySQL / MongoDB
- AI/ML: TensorFlow / PyTorch / Scikit-learn, AI APIs, GenAI/LLMs
- Cloud: AWS / Azure / GCP
- DevOps: Git, CI/CD, Docker; Kubernetes is an advantage
- Security: OAuth2, OpenID Connect, JWT
Preferred
- Experience building AI-enabled enterprise applications.
- Experience with LLMs, RAG, NLP, or AI-powered search.
- Exposure to LMS, EdTech, or digital learning platforms.