Stryker · 2 hours ago
Senior AI Data and Evaluation Engineer
Menlo Park, California
Full-time
Hybrid
Mid, Senior Level
$116K/yr - $193K/yr
2+ years expStryker Corporation is seeking an experienced Senior AI Data and Validation Engineer. The successful candidate will be responsible for conducting experiments for AI functionality, managing datasets, and ensuring compliance with FDA guidelines in the development of AI-enabled medical devices.
BiotechnologyHealth CareLife ScienceMedicalMedical Device
Responsibilities
Perform dataset collection, develop, synthesis, generation, preparing datasets for AI development, stress testing and validation
Execute web lab experiments that interact with human blood samples with good laboratory practice
Create detailed validation plans, protocols, and reports for AI-enabled medical device software functions encompassing both performance validation and model evaluation
Perform Data Operation such as management of data used in both the development and validation of AI models, ensuring the quality, diversity, and independence of datasets . This involves assessing data representativeness, addressing potential biases, and ensuring the appropriate separation of training and test datasets
Conduct comprehensive risk assessment for AI models, considering potential and unintended biases, limitations, and cybersecurity vulnerabilities
Conduct rigorous performance validation studies, analyzing performance across different subgroups of the intended user population
Perform analysis to address transparency and bias throughout the device lifecycle, from design to post-market surveillance . This includes evaluating whether a device benefits all relevant demographic groups similarly and incorporating transparency into device design
Stay abreast of the latest FDA guidelines, regulations, and industry best practices related to AI model validation in medical devices
Qualification
Required
Bachelor's Degree in Computer Science, Machine Learning, Electrical Engineering, Mathematics, Statistics, Bioengineering or related field, 2+ years of work experience required
OR Master's Degree in the above fields
Preferred
2+ years of experience in medical device R&D, preferably AI-enabled devices
Fluent in commercial data analysis tools or similar scripting and statistical language for data analysis, Python preferred
Experience in the development, evaluation and validation of AI models, specifically within the medical device or healthcare industry. This experience including one or more of the following R&D life cycle: Data Acquisition and preprocessing and labeling, model training and tuning, AI Model evaluation and performance, bias detection and mitigation, risk assessment, and QMS documentation
Experience in Statistics and descriptive data analysis to help develop data-driven scientific rigor to AI model validation process, including experience with one or more of the following: confidence intervals development, power analysis, statistical tests, etc
Entry level knowledge with AI/ML frameworks such as PyTorch, OpenCV, TensorFlow, scikit-learn etc. for model training and development, testing and validation
Experience with commercial Data Operation tools
General knowledge of the healthcare market and competitors
Benefits
Bonus eligible
Benefits
Company
Stryker
Stryker is a medical technology company that offers products and services in orthopaedics.
10001+ employees
H1B Sponsorship
Stryker has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
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Trends of Total Sponsorships
2025 (105)
2024 (76)
2023 (63)
2022 (78)
2021 (57)
2020 (77)
Funding
Current Stage
Public CompanyTotal Funding
unknown1990-01-02IPO
Leadership Team
Kevin Lobo
Chair & CEO
Glenn S. Boehnlein
Chief Financial Officer and Vice President
Recent News
GlobeNewswire News Room
2025-02-11
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