Product Intelligence AI Engineer (Edge & Cloud)

IT CONSULTANCY & SERVICES PTE LTD; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

IT Consultancy & Services Pte Ltd is seeking an AI Engineer - Product Intelligence to develop and evaluate ML/DL models for sensor data, forecasting, anomaly detection, and predictive diagnostics, and to lead AI projects end-to-end.

You will collaborate with cross‑functional teams to deploy production-ready AI solutions on cloud, edge or embedded platforms, using Python with PyTorch/TensorFlow, MLflow, Docker and Kubernetes, and communicate results clearly.

Qualifications

• Bachelor’s degree or above in Computer Science, AI, Machine Learning, Data Science, Engineering, or a related field, with at least 3 years of relevant experience.
• Strong Python programming skills with hands-on experience in PyTorch, TensorFlow, scikit-learn, or similar frameworks.
• Solid understanding of model development, evaluation, experimentation, error analysis, and performance improvement, with experience working with real-world sensor, time-series, telemetry, image, or operational data.
• Ability to independently plan, execute, and deliver end-to-end AI/ML projects.

Responsibilities

• Develop and evaluate ML/DL models for sensor intelligence, forecasting, classification, anomaly detection, optimization, and predictive diagnostics.
• Work with domain experts to define data requirements, features, labels, evaluation metrics, and acceptance criteria.
• Build prototypes, conduct experiments, compare technical approaches, perform error analysis.
• Optimize and package validated models for cloud, edge, embedded, or hybrid deployment.
• Independently lead assigned AI projects from problem definition and technical design through development, testing, integration, and deployment.
• Collaborate with software, hardware, embedded, cloud, data, and MLOps teams to deliver production-ready AI solutions.
• Use AI-assisted coding tools to improve development, testing, debugging, documentation, and research.

Skills

Python

PyTorch

TensorFlow

scikit-learn

CI/CD

Git

APIs

Communication

Education

Bachelor's degree

Tools

MLflow

Docker

Kubernetes

ONNX

Job description

IT Consultancy & Services Pte Ltd is seeking an AI Engineer - Product Intelligence to develop and evaluate ML/DL models for sensor data, forecasting, anomaly detection, and predictive diagnostics, and to lead AI projects end-to-end.

You will collaborate with cross‑functional teams to deploy production-ready AI solutions on cloud, edge or embedded platforms, using Python with PyTorch/TensorFlow, MLflow, Docker and Kubernetes, and communicate results clearly.