Full Stack Developer (AI/ML – Junior to Mid-Level)

TESCOM (SINGAPORE) SOFTWARE SYSTEMS TESTING PTE LTD.; Singapore; On-site; SGD 60,000 - 100,000; Full time

Job summary

TESCOM (SINGAPORE) SOFTWARE SYSTEMS TESTING PTE LTD. is seeking a versatile software professional to develop and maintain full stack web applications, integrate AI/ML models, and build RESTful services.

The role involves collaborating with data scientists to test and deploy ML models, creating responsive UI components, and ensuring high-quality debugging, testing, and performance optimization across frontend and backend layers.

Qualifications

• Bachelor's degree in CS/CE or related field.
• 0–5 years of software or full stack experience.
• Experience with Vue.js/React/Angular and at least one backend stack.
• Knowledge of SQL/NoSQL databases and basic AI/ML concepts.

Responsibilities

• Develop and maintain full stack web applications (frontend and backend).
• Integrate pre-built or internally developed AI/ML models into applications.
• Build and consume RESTful APIs and backend services.
• Support AI feature development such as chatbots, recommendation systems, or automation testing tools.
• Work with data scientists to test and deploy machine learning models.
• Create responsive UI components and improve user experience.
• Perform debugging, testing, and code optimization.

Skills

Full stack

Frontend frameworks

Backend development

Databases

AI/ML concepts

Education

Bachelor's degree in CS/CE or related field

Tools

TensorFlow

PyTorch

GitLab

Kubernetes

Jira

Job description

Key Responsibilities

• Develop and maintain full stack web applications (frontend and backend)


• Integrate pre-built or internally developed AI/ML models into applications


• Build and consume RESTful APIs and backend services


• Support AI feature development such as chatbots, recommendation systems, or automation testing tools


• Work with data scientists to test and deploy machine learning models


• Create responsive UI components and improve user experience


• Perform debugging, testing, and code optimization

Required Skills & Qualifications

• Bachelor’s degree in computer science, computer engineering, or related field (or equivalent practical experience)


• 0–5 years of experience in software or full stack development


• Proficiency in at least one frontend framework:


• Vue.js, React or Angular


• Backend development experience with:


• Java Spring Boot, Node.js, Python (Flask/FastAPI), or similar


• Basic understanding of databases:


• SQL (PostgreSQL/MySQL) or NoSQL (MongoDB)


• Foundational knowledge of AI/ML concepts:


• Supervised/unsupervised learning


• Model inference vs training


• Exposure to AI tools/frameworks (academic or project-based experience acceptable):


• 
  

  TensorFlow, PyTorch, etc

  
  

  Familiarity with GitLab, Kubernetes, Jira