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Apple Multimodal ML Engineer - Health Sensing Evaluation United States, California, Cupertino 377118538
01.06.2024
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Description
In this role, you will be at the forefront of evaluating multimodal and 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.Responsibilities: Build the back-end system that generate and lead data from a variety of endpoints (e.g. health databases, human annotations, synthetic generations)Build quality and eval pipeline, model experimentation such as adversarial testingBuild insights/interpretability tools; explore methods to understand and predict failure modes
Key Qualifications
- Motivation to ensure that powerful AI systems stay under human control for high stake usages such as Health
- Expertise within ML/DL fundamentals; experience in multimodal modeling is a plus
- Knowledge in generative machine learning techniques, for example, diffusion models, GANs, VAEs, and transformers
- Proficiency in Python and ML frameworks e.g. PyTorch, Tensorflow
- Write performant and clean code; familiar with software development standard methods/collaborations
- Independently running and analyzing ML experiments to diagnose problems and test changes aiming real improvements
- Excellent interpersonal skills; comfortable in a collaborative and ground breaking research environments
Education & Experience
BS and a minimum of 3 years relevant industry 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 $138,900 and $256,500, 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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