Machine Learning Engineer - Computer Vision
Rockwell Automation17 hours ago
Mayfield Heights, OH, USASenior
Base Salary
$147k - $220k/yr
Responsibilities
- Own the modeling approach, architecture selection, training strategy, and production accuracy, latency, and false-reject targets for visual inspection models.
- Define and maintain model evaluation methodologies, labeled-data versioning and auditing practices, and regression suites that gate releases.
- Optimize vision models for constrained edge targets through quantization, runtime selection, and throughput tuning against camera and controller timing budgets.
- Own drift detection, retraining triggers, and production model monitoring across deployed customer installations.
- Partner with customers and application engineers on application feasibility, data collection strategies, and acceptance criteria.
- Provide ML technical leadership through design reviews, mentoring, and written architecture guidance.
- Apply agents and evaluation workflows to dataset triage, failure-mode summarization, and experiment scaffolding, and measure their effect on cycle time.
Requirements
- Bachelor’s degree or equivalent years of relevant work experience.
- Legal authorization to work in the United States is required.
- Typically 8+ years of related experience in a software product development environment.
- Experience taking machine-learning models from research through production deployment.
- Experience with deep learning for computer vision, including detection, classification, segmentation, or anomaly detection.
- Experience deploying vision models to edge or embedded targets under fixed latency budgets.
- Depth in PyTorch or TensorFlow and tooling for dataset versioning, labeling quality, and experiment tracking.
- Experience with quantization, pruning, distillation, TensorRT, or ONNX Runtime.
- Direct customer-facing technical experience involving application scoping, acceptance criteria, and communicating model limitations.
- Exposure to industrial or manufacturing environments, machine-vision hardware, or PLC-based control systems.
- Experience building evaluation harnesses that support confident model releases.
- Bachelor’s or advanced degree in Computer Science, Electrical Engineering, Applied Mathematics, or a related technical discipline is preferred.
Benefits
- Health insurance including medical, dental, and vision coverage.
- 401(k) plan.
- Paid time off.
- Parental and caregiver leave.
- Flexible work schedule with a remote schedule.
- Annual target bonus of 8% of base salary.
Tech Stack
PyTorchTensorFlow
Categories
About Rockwell Automation
Rockwell Automation builds industrial control hardware and factory software for manufacturers, and sells services and systems to design, operate, and maintain automated plants. Its Allen-Bradley controllers, drives, and safety products pair with FactoryTalk software and MES to support discrete and process industries. Founded in 1903 and headquartered in Milwaukee, it is a public company on the NYSE (ROK) with global sales, partners, and OEM customers.