Computer Vision Scientist

2 weeks ago

d cecil marina people's park raffles place sg RANDSTAD PTE. LIMITED Full time
Roles & Responsibilities

about company

I am currently working with a company focusing on AI, LLM and Computer Vision.

Salary structure: Base + bonus Hybrid working arrangement- 2 days office, 3 days WFH. Office location at CBD. 4 rounds of interview to offer stage.

about job (only open to Singapore Citizen)

  • Evaluate Computer Vision models focusing on rigorous technical and analytical AI evaluation frameworks
  • Work on the development of comprehensive evaluation frameworks for assessing the performance of computer vision models (e.g., object detection, image classification, segmentation, pose estimation, etc.)
  • Stay abreast of the latest advancements in computer vision, AI, and deep learning to incorporate cutting-edge evaluation techniques

skills and requirements

  • Min 2 years of experience in computer vision
  • Proven experience in evaluating computer vision models using metrics such as mAP, IoU, F1-score, precision-recall, and others relevant to the specific task
  • Experience with large-scale datasets such as ImageNet, COCO, or custom datasets, as well as managing annotation quality and dataset curation
  • Proficiency in deep learning frameworks such as TensorFlow, PyTorch, or Keras, with a deep understanding of computer vision architectures (e.g., ResNet, EfficientNet, Mask R-CNN, YOLO)
  • Strong coding skills in Python, along with familiarity in setting up automated model evaluation pipelines
  • Experience with data augmentation, synthetic data generation, and adversarial testing.
  • Familiarity with MLOps tools and cloud platforms (e.g., AWS, GCP) for scaling model evaluation tasks
  • Singapore Citizen only due to project sensitivity
  • To apply online please use the 'apply' function, alternatively you may contact Stella at 96554170 (EA: 94C3609 /R1875382)
Tell employers what skills you have

TensorFlow
Machine Learning
Assessing
Pipelines
Segmentation
OpenCV
Knowledge Management
Urban Planning
Data Integration
Web Technologies
Computer Vision
Written Communication
Keras
PyTorch
Python
Data Science

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