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[Remote] ML Engineer: 25-07155

Remote · Singapore Full-time

Note: The job is a remote job and is open to candidates in USA. Akraya, Inc. is an award-winning IT staffing firm recognized for its commitment to excellence. They are seeking a Machine Learning & Computer Vision Engineer to develop, optimize, and deploy models for automated visual inspection and factory automation, collaborating closely with engineering teams in manufacturing environments.

Responsibilities

  • Develop and optimize advanced vision and perception models for manufacturing quality inspection and defect detection
  • Work with multi-sensor input and robotics to refine object detection, localization, and attribute understanding in production environments
  • Train and adapt models on Clients-specific datasets to meet high accuracy and robustness standards
  • Create domain-specific solutions surpassing standard approaches, tailor-made for Clients automation and manufacturing requirements
  • Collaborate closely with engineering teams for the seamless integration of ML models into manufacturing systems and their subsequent performance monitoring

Skills

  • Proven expertise in Computer Vision, Machine Learning, and AI model development
  • Strong programming skills in Python and experience with ML frameworks (PyTorch, TensorFlow)
  • Experience with large, domain-specific datasets; expertise in data labeling, preprocessing, and augmentation
  • Experience in automation, robotics, or a closely related field is crucial for understanding the unique challenges and requirements of clients manufacturing environment

Company Overview

  • Akraya is your trusted partner for Digital Transformation. It was founded in 2001, and is headquartered in Santa Clara, California, USA, with a workforce of 201-500 employees. Its website is http://akraya.com.
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