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.