Summary
The objective of the position is to design, build, and deploy AI, Gen AI and Machine learning models and AI-powered solutions.
What you'll do
The holder of the position is mainly responsible for the following areas in coordination with his / her superior:
- Model Development & Implementation: Design, develop, train, and test machine learning (ML) and deep learning (DL) models using company’s AI allowable frame-works like TensorFlow etc.
 
- Data Pipeline Management: Build and maintain robust, scalable data pipelines to collect, clean, and preprocess large datasets for model training and evaluation.
 
- Deployment & MLOps: Deploy ML models into production systems using CI/CD pipelines and MLOps best practices. Monitor model performance, and retrain and update models as needed.
 
- System Integration: Integrate AI models with existing software applications and infrastructure, ensuring scalability, performance, and reliability.
 
- Collaboration & Prototyping: Work closely with cross-functional teams to understand business requirements, conduct experiments, and rapidly prototype new AI solutions.
 
- Research & Innovation: Stay up-to-date with the latest advancements in AI and machine learning to propose and implement innovative solutions.
 
What you'll need
- Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
 
- Good academic and Demo or POC, hands-on experience in a similar work, such as AI design, Machine Learning or building Data pipelines.
 
- Programming proficiency: Good programming skills in Python are essential. Familiarity with libraries like NumPy, Pandas, and scikit-learn is required.
 
- ML/DL frameworks: Some experience with at least one deep learning framework, such as TensorFlow, PyTorch, or Keras.
 
- Cloud computing: Light experience with any major cloud platform (AWS, Azure, or GCP) and their respective AI/ML services.
 
- Software engineering: Good understanding of software development principles.
 
- Problem solving: Strong analytical and problem-solving skills with the ability to translate business problems into technical solutions.
 
- Proficiency in PL/SQL to write SQL scripts.
 
- Experience in data modelling would be an advantage.
 
- Good analytical and troubleshooting skills.
 
- Curious, proactive, self-motivated and able to work in a dynamic environment.
 
What you'll receive
- Excellent salary and benefits.
 
- Networking opportunities.
 
- External training sponsorship.
 
- Ongoing training and development.
 
- Continuing support with our buddy and mentorship programs.
 
Location
Head Office — 19911.2 km 30 Pasir Panjang Road 12-31/32 Mapletree Business City 117440 Singapore
Other details
Contract Type: Full Time
Entry Level: Graduate
IT
Reference no: 613750