Production-Ready Computer Vision & ML Engineer

Exasoft Pte. Ltd.; Singapore; On-site; SGD 70,000 - 120,000; Full time

Job summary

Exasoft Pte. Ltd. is seeking a skilled ML/Computer Vision Engineer in Singapore to train, fine-tune and evaluate models for real-world applications. You will prepare datasets, track experiments, and assess performance across various metrics, addressing errors and edge cases along the way.

You will collaborate on model packaging, deployment and governance, while maintaining comprehensive documentation and ensuring privacy and security compliance within a hospitality-focused environment.

Qualifications

• 2-6 years of experience in ML, CV, AI engineering or related areas.
• Diploma or Degree in Computer Science, AI, Data Science, Engineering, or related field.
• Strong hands-on experience with Python, deep learning and CV.
• Experience in CV areas such as Object detection, Image classification, Object tracking, Pose estimation, Video analytics.

Responsibilities

• Train, fine-tune and evaluate CV and ML models.
• Prepare and maintain datasets, experiments, evaluation results and artefacts.
• Investigate false detections, missed events, tracking errors and degradations.
• Identify edge cases and define data-labelling requirements.
• Review annotation quality and improve training data.
• Analyse lighting, camera angles, layouts and crowding affecting performance.
• Retrain models, tune thresholds and perform regression tests.
• Support packaging, versioning, deployment, release and rollback activities.
• Monitor production models and maintain performance.
• Maintain technical docs, evaluation reports and model limitations.
• Follow privacy, security, data-retention and AI-governance rules.

Skills

Python

Deep learning

Computer Vision

PyTorch

TensorFlow

OpenCV

ML lifecycle

Experiment tracking

Docker

Data annotation

Documentation

Communication

ONNX/TensorRT

GPU inference

Education

Diploma or Degree in Computer Science, AI, Data Science, or Engineering

Bachelor’s degree in related field

Tools

PyTorch

TensorFlow

OpenCV

Docker

MLflow

ONNX

TensorRT

Job description

Exasoft Pte. Ltd. is seeking a skilled ML/Computer Vision Engineer in Singapore to train, fine-tune and evaluate models for real-world applications. You will prepare datasets, track experiments, and assess performance across various metrics, addressing errors and edge cases along the way.

You will collaborate on model packaging, deployment and governance, while maintaining comprehensive documentation and ensuring privacy and security compliance within a hospitality-focused environment.