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Apple Generative AI Engineer - Health Sensing United States, California, Cupertino 94171929
30.01.2025
Description
In this role, you will be at the forefront of developing, evaluating and improving generative models for real-world health/wellbeing applications on their objective quality and alignment with human intent and perception, such as truthfulness, adaptability, and model generalizability. You will work on data and evaluation pipeline of both human and synthetic data for model evaluation, leverage ML technologies such as reinforcement learning with human feedback and adversarial models. - Work across the entire ML development cycle, such as developing and managing data from various endpoints, managing ML training jobs with large datasets, and building efficient and scalable model evaluation pipelines- Analyze model behavior, identify weaknesses, and drive design decisions with failure analysis. Examples include, but not limited to: model experimentation, adversarial testing, creating insight/interpretability tools to understand and predict failure modes, designing and improving human evaluation/annotation methods to accurately measure model performance- Ability to independently run and analyze ML experiments for real improvements
Minimum Qualifications
- Bachelors, Masters or PhD in Computer Science, Data Science, or a related field; or equivalent experience
- Proficiency in Python and ML frameworks (e.g., PyTorch, TensorFlow)
- Ability to write clean, performant code and collaborate using standard software development practices
- Experience with applied LLM development, prompt engineering, chain of thought, etc.
- Experience in building data and inference pipelines to process large scale datasets
- Expertise in deep learning (e.g. hands-on training and evaluation experience with transformers)
Preferred Qualifications
- MS and a minimum of 3 years relevant proven experience or PhD in relevant fields
- Knowledge in human evaluation techniques, such as RLHF, and analyzing and deriving insights from that data
- Customer-focused / product oriented. Experience or strong personal interest in building consumer digital health and wellness products
- Strong communicator, comfortable working with multiple engineering teams on complex projects
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 $143,100 and $264,200, 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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