[Remote] ML Engineer: 25-07155
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 and deploy models for automated visual inspection and factory automation, collaborating with engineering teams to enhance manufacturing processes.
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