On the AI/ML team at Stryker, you'll lead the end-to-end development, optimization, and deployment of advanced computer vision and machine learning algorithms for AI-powered medical devices across edge and cloud platforms. You will manage the full data lifecycle, apply and research state-of-the-art CV/ML/DL techniques for tasks such as segmentation, detection, tracking, pose estimation, and 2D/3D medical image rendering, while ensuring performance, robustness, regulatory-compliant documentation, and alignment with clinical use and customer needs. You’ll also contribute to software best practices, code reviews, technical documentation, and the organization and annotation of large training datasets.
Commitments
Depending on customer requirements, employees and new hires in sales and field roles that access customer accounts may be required to obtain certain vaccinations as an essential function of their role.
Responsibilities
Lead the development and optimization of state-of-the-art computer vision and Artificial Intelligence / machine learning (AI/ML) algorithms and models from conceptualization to deployment on both edge and cloud platforms.
Conduct rigorous performance analysis to systematically improve the functionality of computer vision and AI/ML techniques within our product suite.
Manage the entire lifecycle of data handling for machine learning models, ensuring compliance with privacy standards during data collection, processing, and labeling.
Ensure the reliability and robustness of computer vision and machine learning applications under diverse operational conditions.
Work under minimal supervision to design, prototype, evaluate, optimize, implement and deploy CV/DL algorithms as an integral part of AI-powered medical devices and technologies
Understand and apply core machine learning techniques including deep learning, feature extraction, model training, evaluation and deployment to design and develop and deploy computer vision algorithms (for medical devices).
Research and prototype state-of-the-art computer vision and AI/ML methods to develop solutions that meet product requirements.
Implement solutions for computer vision problems such as segmentation, object detection/tracking, pose estimation, key point detection, 2D / 3D medical image segmentation and rendering, depth sensing etc.
Participate in acquiring, storing, organizing, annotating, versioning and processing large amounts of data needed for training computer vision and machine learning models
Document and present progress in AI / ML algorithm design, development, and evaluation
Apply industry best practices for software development and lead code reviews for applying design principles, coding standards and Software Development Lifecycle best practices.
Understand the intended use and clinical procedures as well as customer needs and design inputs surrounding products / features.
Write technical documents, independently create or refine engineering documentation, such as the Design History file.
Commitments
Depending on customer requirements employees and new hires in sales and field roles that require access to customer accounts as a function of the job may be required to obtain various vaccinations as an essential function of their role.
Not Met Priorities
What still needs stronger evidence
Requirements
Bachelor's Degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering, Mathematics, Statistics, or related field AND 2 years of industry experience
Proficiency with Python or C++ computing languages.
Experience solving common computer vision problems using libraries such as OpenCV.
Experience designing, developing and testing AI using Neural Networks or other Machine learning libraries such as PyTorch, Tensorflow or Scikit-learn.
Preferred Skills
Experience with deployment tools such as ONNX, TFLite, or TensorRT.
Experience with data analysis tools such as Pandas or Scikit.
Experience with data collection, storage, processing and annotation methods for medical device applications.
Experience developing traditional and AI based solutions for 3D computer vision applications
Education
(Not required)
– Bachelor's Degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering, Mathematics, Statistics, or related field AND 2 years of industry experience
(Not required)
– OR Master's Degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering, Mathematics, Statistics.
What You Will Do: Lead the development and optimization of state-of-the-art computer vision and Artificial Intelligence / machine learning (AI/ML) algorithms and models from conceptualization to deployment on both edge and cloud platforms. Conduct rigorous performance analysis to systematically improve the functionality of computer vision and AI/ML techniques within our product suite. Manage the entire lifecycle of data handling for machine learning models, ensuring compliance with privacy standards during data collection, processing, and labeling. Ensure the reliability and robustness of computer vision and machine learning applications under diverse operational conditions.
Work under minimal supervision to design, prototype, evaluate, optimize, implement and deploy CV/DL algorithms as an integral part of AI-powered medical devices and technologies Understand and apply core machine learning techniques including deep learning, feature extraction, model training, evaluation and deployment to design and develop and deploy computer vision algorithms (for medical devices). Research and prototype state-of-the-art computer vision and AI/ML methods to develop solutions that meet product requirements. Implement solutions for computer vision problems such as segmentation, object detection/tracking, pose estimation, key point detection, 2D / 3D medical image segmentation and rendering, depth sensing etc. Participate in acquiring, storing, organizing, annotating, versioning and processing large amounts of data needed for training computer vision and machine learning models Document and present progress in AI / ML algorithm design, development, and evaluation Apply industry best practices for software development and lead code reviews for applying design principles, coding standards and Software Development Lifecycle best practices. Understand the intended use and clinical procedures as well as customer needs and design inputs surrounding products / features. Write technical documents, independently create or refine engineering documentation, such as the Design History file. What You Will Need: Required Qualifications:
Bachelor's Degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering, Mathematics, Statistics, or related field AND 2 years of industry experience OR Master's Degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering, Mathematics, Statistics. Proficiency with Python or C++ computing languages. Experience solving common computer vision problems using libraries such as OpenCV. Experience designing, developing and testing AI using Neural Networks or other Machine learning libraries such as PyTorch, Tensorflow or Scikit-learn. Preferred Qualifications:
Experience with deployment tools such as ONNX, TFLite, or TensorRT. Experience with data analysis tools such as Pandas or Scikit. Experience with data collection, storage, processing and annotation methods for medical device applications. Experience developing traditional and AI based solutions for 3D computer vision applications $113k - $186k salary plus bonus eligible + benefits. Individual pay is based on skills, experience, and other relevant factors. Health benefits include: Medical and prescription drug insurance, dental insurance, vision insurance, critical illness insurance, accident insurance, hospital indemnity insurance, personalized healthcare support, wellbeing program and tobacco cessation program. Financial benefits include: Health Savings Account (HSA), Flexible Spending Accounts (FSAs), 401(k) plan, Employee Stock Purchase Plan (ESPP), basic life and AD&D insurance, and short-term disability insurance. Stryker offers innovative products and services in MedSurg, Neurotechnology, Orthopaedics and Spine that help improve patient and healthcare outcomes. Alongside its customers around the world, Stryker impacts more than 150 million patients annually. Depending on customer requirements employees and new hires in sales and field roles that require access to customer accounts as a function of the job may be required to obtain various vaccinations as an essential function of their role.
Stryker
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Menlo Park, CA