全职 Machine Learning Engineer (Computer Vision) 工作, 薪水 up to SGD 5,000, EVOLUTION RECRUITMENT SOLUTIONS PTE. LTD. Central Region (Singapore) 公司招聘中 - Ricebowl

Overview

We are looking for a ML Engineer (Computer Vision – Model Engineering) to build, train, and improve computer vision models for real-world systems. The role focuses on model engineering, experimentation, optimisation, and production-facing ML pipelines within an AI-driven environment.

Responsibilities

• Train, fine-tune, and evaluate computer vision models for tasks such as object detection, segmentation, classification, and video understanding.
• Improve model accuracy, robustness, and inference performance through experimentation and optimisation.
• Analyse model failures, edge cases, and real-world performance issues.
• Work with large-scale datasets, preprocessing, augmentation, and validation.
• Prototype and evaluate new computer vision techniques and models.
• Support model deployment, monitoring, and production ML pipelines.
• Collaborate with engineers and researchers to translate experiments into production improvements.

Requirements

• Degree in Computer Science, AI, Machine Learning, or related field.
• 1–2+ years of hands-on experience in deep learning and computer vision.
• Strong proficiency in Python.
• Hands-on experience with PyTorch and/or TensorFlow.
• Experience training and fine-tuning computer vision models.
• Familiarity with Linux environments and command-line usage.
• Ability to modify and optimise models beyond basic configuration changes.
• Strong debugging, experimentation, and analytical skills.
• Exposure to MLOps / tooling such as Git, Docker, MLflow, ONNX, TensorRT, OpenCV, or FFmpeg is advantageous.