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Apple AI Safety & Robustness Analysis Manager - United States, California, Cupertino 348276970
15.06.2024
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Description
THE TEAM’S RESPONSIBILITIES INCLUDE:- research and develop approaches to mitigate harmful and risk behaviors in generative models - develop processes (models, tools and data) to identify other potential biases or failure modes- implement automated pipelines based on advanced ML technology and humans/models in the loop to create test sets covering the various axes of investigation- report progress and issues found in technical and sponsor meetings- suggest mitigation options (data and/or model) and lead mitigation experiments, when issues are found
Key Qualifications
- 2+ years of experience as a machine learning manager, or 7+ years of professional machine learning experience with demonstrated technical leadership
- Capacity to build a team and establish innovative and agile processes that push for a high level of service and for scalability
- Strong ML fundamentals and hands-on experience in training ML models (NLP or Computer Vision), familiarity with ML toolkits, e.g., PyTorch
- Proven experience in accessing and addressing potential risks and ensuring the safety and fairness in generative models. Prior experience in LLM Safety is desired
- Strong experience in quantitative methods, data analysis and machine learning, leading to a deep understanding of the challenges associated to building ML datasets and machine learning models (potential biases, potential failure modes)
- Capacity to operate at the intersection of ethics, product experience and machine learning: translate product needs (e.g. fairness & safety) into analytical requirements; design and lead experiments to answer feature level questions
Education & Experience
M.S. or PhD in Computer Science, Data Science, Mathematics, Physics, or a related field; or equivalent practical experience
Pay & Benefits
- At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $183,400 and $275,600, and your base pay will depend on your skills, qualifications, experience, and location.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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