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ML Engineer (Computer Vision)

ML Engineer (Computer Vision)

evolution recruitment solutions pte. ltd.
1-4 Years
SGD 4,000 - 5,000 per month
Early Applicant
  • Posted 26 days ago
  • Be among the first 10 applicants

Job Description

Machine Learning Engineer - Computer Vision

Role Overview
Develop and improve computer vision models across classification, object detection, segmentation, pose estimation and action recognition. The role focuses primarily on fine-tuning existing models, with opportunities to develop new models and automate training workflows.

Responsibilities

  • Train, fine-tune and evaluate models to improve accuracy, robustness and efficiency.
  • Compare model architectures and explain their strengths, limitations and trade-offs.
  • Analyse model performance, investigate failure cases and test improvements.
  • Develop MLOps workflows and write or modify Python scripts to automate model training.

Requirements

  • Degree in Computer Science, AI, Data Science or a related field.
  • At least two years of hands-on computer vision experience, including academic projects, internships or professional work.
  • Strong expertise in object detection, segmentation, pose estimation and action recognition
  • Proficiency in Python and PyTorch and/or TensorFlow.
  • Ability to explain model selection, training decisions and evaluation results.
  • Familiarity with Linux, Git and reproducible experimentation.

Preferred

  • Experience modifying model architectures, heads, loss functions or training pipelines.
  • Exposure to MLOps, experiment tracking and model optimisation.

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Key Skills