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Computer Vision / ML Engineer

3-6 Years
SGD 5,000 - 7,000 per month
  • Posted 17 hours ago
  • Be among the first 10 applicants

Job Description

Duties and Responsibilities:

  • Train, fine-tune and evaluate Computer Vision models.
  • Prepare and maintain datasets, experiments, evaluation results and model artefacts.
  • Investigate false detections, missed events, tracking errors and model degradation.
  • Identify edge cases, define labelling tasks and review annotation quality.
  • Analyse conditions such as layout, lighting, camera angle and crowding that may affect performance.
  • Support model packaging, versioning, deployment, release and rollback activities.
  • Perform retraining, threshold tuning and regression testing when required.
  • Maintain model documentation, evaluation reports, limitations and handover materials.
  • Monitor model in production and maintain the model performance.
  • Follow privacy, security, data-retention and AI-governance requirements.

Minimum Required Experience and Qualifications:

  • Practical Python, deep-learning and Computer Vision experience.
  • Experience with at least one Computer Vision workflow such as detection, classification, tracking, pose estimation or video analytics.
  • Familiarity with frameworks such as PyTorch, TensorFlow, OpenCV or similar tools.
  • Understanding of dataset preparation, model training, precision, recall, F1 and latency.
  • Able to analyse model failures and recommend data, configuration or model improvements.
  • Familiarity with annotation tools and labelling quality checks.
  • Experience with Docker, MLOps, experiment tracking, ONNX, TensorRT or GPU inference is useful but not mandatory.
  • Camera-based analytics experience is useful but not mandatory.

To apply,simply click the Apply button or send your updated profile to [Confidential Information]

EA Licence No.:18S9405 / EA Reg. No.:R1330864

Percept Solutions is expanding and actively seeking talented individuals. We encourage applicants to follow Percept Solutions on LinkedIn at https://www.linkedin.com/company/percept-solutions/to stay informed about new opportunities and events.

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Job ID: 153339237

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