Machine Learning Engineer, Factory Vision Systems

What You'll Do

• Design, develop, and implement computer vision and machine learning models for factory and warehouse applications, including defect detection, visual inspection, process monitoring, and quality assurance using techniques like object detection, segmentation, and anomaly detection
• Build end-to-end ML pipelines from data collection and labeling through training, evaluation, and deployment across diverse factory environments
• Work with diverse, heterogeneous datasets combining multiple modalities including images, multi-spectral sensor outputs, video, text, and tabular data to build scalable solutions
• Take ownership of production models, ensuring robust monitoring, drift detection, and alerting systems for rapid issue resolution
• Collaborate with cross-functional teams in production, process engineering, controls, and quality to translate ambiguous problem statements into actionable, end-to-end machine learning solutions
• Perform model validation and benchmarking to ensure models maintain high accuracy and reliability in real-world factory conditions
• Follow agile development practices and maintain high standards for clean, modular, and sustainable production-ready code

What You'll Bring

• In-depth knowledge of Python for high-performance, data-intensive applications
• Proficiency with at least one modern deep learning framework such as PyTorch, TensorFlow, or JAX
• Expertise in computer vision, including convolutional neural networks, object detection, segmentation, and image classification
• Experience processing and cleaning large-scale, multi-modal datasets (images, multi-spectral sensor data, video, tabular data)
• Foundational knowledge of statistics for model comparison, experiment design, and assessing solution feasibility and performance
• Real-world experience deploying and maintaining production machine learning systems, including monitoring and alerting
• Strong communication skills with the ability to translate technical results for non-technical stakeholders

Benefits

• Competitive pay
• Medical plans
• Dental (including orthodontic coverage)
• Vision plans
• HSA Contribution
• Flexible Spending Accounts (FSA)
• 401(k) with employer match
• Employee Stock Purchase Plans
• Other financial benefits
• Basic Life, AD&D Short-term and long-term disability insurance
• Employee Assistance Program
• Sick and Vacation time
• Paid Holidays
• Commuter benefits
• Employee discounts and perks program

Expected Compensation

$140,000 - $210,000/annual salary + cash and stock awards + benefits