AI Engineer

Seatrium Ltd; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Seatrium (SG) Pte. Ltd. seeks an AI/ML architect to design, build, and maintain end-to-end AI/ML pipelines in a maritime context in Singapore. You will collaborate with data scientists to operationalize experiments, optimize performance, and deploy models using cloud-native services.

You will implement MLOps practices, ensure scalable inference, and write robust, maintainable code in a team environment. The role emphasizes governance, regulatory alignment, and user training and support.

Qualifications

• Bachelor's degree in Computer Science, AI, or a related quantitative field.
• Experience in AI/ML model development, AI/MLOps, and cloud-based deployment.
• Proven track record of taking AI/ML projects from concept to deployment and monitoring.
• Interest working in regulated industries; maritime in Singapore is advantageous.
• Excellent analytical and problem-solving abilities.
• Strong communication and interpersonal skills.

Responsibilities

• Architect, build, and maintain end-to-end AI/ML pipelines (data ingestion, preprocessing, training, deployment, predictive analytics / monitoring).
• Collaborate with data scientists and domain experts to operationalize experimental models, optimizing for performance, scalability, and latency to ensure high-quality datasets.
• Implement and advocate for AI/MLOps practices (CI/CD for ML, model versioning, feature stores) using modern tools.
• Optimize model inference for production environments (e.g., using TensorRT, ONNX, pruning, quantization).
• Write robust, testable, and maintainable code in a collaborative setting using GitHub.
• Integrate AI models into enterprise systems using APIs and cloud-native services (AWS, Azure).
• Ensure models meet business objectives while adhering to ethical AI and governance frameworks.
• Provide technical support and training to users.
• Troubleshoot and resolve system issues.
• Participate in business analysis and technical design sessions.
• Ensure compliance with industry regulations.
• Document system processes and present progress reports.
• Collaborate with team members and other departments to ensure smooth operation.

Skills

AI/ML model development

AI/MLOps

Cloud deployment

Communication skills

Analytical thinking

Education

Bachelor's in Computer Science / AI

Job description

Job Responsibilities

• Architect, build, and maintain end-to-end AI/ML pipelines (data ingestion, preprocessing, training, deployment, predictive analytics / monitoring).
• Collaborate with data scientists and domain experts to operationalize experimental models, optimizing for performance, scalability, and latency to ensure high-quality datasets.
• Implement and advocate for AI/MLOps practices (CI/CD for ML, model versioning, feature stores) using modern tools.
• Optimize model inference for production environments (e.g., using TensorRT, ONNX, pruning, quantization).
• Write robust, testable, and maintainable code in a collaborative setting using GitHub.
• Integrate AI models into enterprise systems using APIs and cloud-native services (AWS, Azure).
• Ensure models meet business objectives while adhering to ethical AI and governance frameworks.
• Provide technical support and training to users.
• Troubleshoot and resolve system issues.
• Participate in business analysis and technical design sessions.
• Ensure compliance with industry regulations.
• Document system processes and present progress reports.
• Collaborate with team members and other departments to ensure smooth operation.

Qualifications

• Bachelor's in Computer Science, Artificial Intelligence, or a related quantitative field.
• Experience in AI/ML model development, AI/MLOps, and cloud-based deployment.
• Proven track record of taking AI/ML projects from concept to deployment and monitoring.
• Interest working in regulated industries maritime in Singapore is advantageous.
• Excellent analytical and problem-solving abilities.
• Strong communication and interpersonal skills.
• Ability to manage multiple projects and deliverables simultaneously.

Location(s)

Seatrium (SG) Pte. Ltd.
Pioneer Yard 50 Gul Road, Singapore 629353
(Islandwide transport provided)