Edge AI Engineer: Sensor Intelligence & Energy Optimization

COMTECNOVA PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

COMTECNOVA PTE. LTD. is seeking an AI engineer to drive sensor-based intelligence and energy-efficient solutions. You will develop models for forecasting, anomaly detection, and predictive diagnostics, handling sensor, time-series, telemetry, and image data.

You will work across product, hardware, embedded, cloud, and MLOps teams to deliver production-ready AI, leveraging PyTorch, TensorFlow, and CI/CD tools. Strong Python skills and independent project ownership are essential.

Qualifications

• Bachelor's degree or above in Computer Science, AI, Machine Learning, Data Science, Engineering, or a related field.
• At least 3 years of relevant experience in AI engineering, machine learning, deep learning, data science, or algorithm development.
• Strong Python programming skills.
• Hands-on experience with PyTorch, TensorFlow, scikit-learn, or similar frameworks.
• Solid understanding of model development, evaluation, experimentation, error analysis, and performance improvement.
• Experience working with real-world sensor, time-series, telemetry, image, or operational data.
• Ability to independently plan, execute, and deliver end-to-end AI or machine learning projects.
• Familiarity with Git, automated testing, APIs, documentation, and CI/CD.
• Good communication skills and ability to work with cross-functional engineering teams.

Responsibilities

• Develop and evaluate ML/DL models for sensor intelligence, forecasting, classification, anomaly detection, optimization, and predictive diagnostics.
• Analyze sensor, time-series, telemetry, image, and operational data.
• Work with domain experts to define data requirements, features, labels, evaluation metrics, and acceptance criteria.
• Build prototypes, conduct experiments, compare technical approaches, and 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 technical research.

Skills

Python programming

PyTorch

TensorFlow

scikit-learn

CI/CD

Education

Bachelor's degree

Tools

PyTorch

TensorFlow

scikit-learn

Git

CI/CD

Job description

COMTECNOVA PTE. LTD. is seeking an AI engineer to drive sensor-based intelligence and energy-efficient solutions. You will develop models for forecasting, anomaly detection, and predictive diagnostics, handling sensor, time-series, telemetry, and image data.

You will work across product, hardware, embedded, cloud, and MLOps teams to deliver production-ready AI, leveraging PyTorch, TensorFlow, and CI/CD tools. Strong Python skills and independent project ownership are essential.