Machine Learning Engineer (Computer Vision – Model Engineering)
CYNAPSE PTE. LTD.
Singapore
Onsite (singapore)
Deep learning and computer vision experience
Proficiency in python programming language
Experience with pytorch or tensorflow frameworks
Cynapse PTE. LTD. is seeking a Machine Learning Engineer specializing in computer vision to join their Model Engineering Team in Singapore. The role involves engineering, training, and improving computer vision models for real-world applications, focusing on collaboration, experimentation, and deployment
Job Summary
The role focuses on building, training, and improving computer vision models for real-world enterprise video intelligence solutions.
Candidates will collaborate with experienced engineers to translate research ideas into practical improvements for deployed systems.
The position requires analyzing model performance beyond headline metrics to address edge cases and improve robustness in production environments.
Matching Summary
Match Score: 85
Cynapse PTE. LTD. is seeking a Machine Learning Engineer specializing in computer vision to join their Model Engineering Team in Singapore. The role involves engineering, training, and improving computer vision models for real-world applications, focusing on collaboration, experimentation, and deployment.
Skills & Requirements
Must-have
Deep learning and computer vision experience
Proficiency in Python programming language
Experience with PyTorch or TensorFlow frameworks
Linux environment and CLI usage skills
Model training and evaluation expertise
Nice-to-have
Familiarity with multimodal or open-vocabulary models
Experience with model optimization techniques
Knowledge of MLOps tools like MLflow or Weights & Biases
Video data processing with OpenCV or FFmpeg
Ability to modify model architectures beyond configuration