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Health Sensing Machine Learning Engineer

1 month ago

Cupertino, California, United States Apple Full time
Job Description

At Apple, we're committed to creating innovative technologies that support our users in living their healthiest, happiest lives. As a Health Sensing ML Engineer, you'll play a critical role in developing machine learning algorithms for health sensing applications, ensuring the efficient evaluation of these models to be in production at scale.

Key Responsibilities:

  • Develop and implement machine learning and deep learning models using health sensing data
  • Analyze large-scale health data from wearable sensors to extract meaningful insights
  • Work across the entire ML development cycle, from setting up data pipelines to model evaluation
  • Analyze model behavior and finding weaknesses; drive design decisions with in-depth failure analysis
  • Build end-to-end pipelines that prioritize rapid iterations in support for reliability of a complex multi-year project
  • Work cross-functionally to bring algorithms to real-world applications; this can span a wide range of teamworks with clinical authorities and engineering specialists across HW and SW

Requirements:

  • Proven experience in developing machine learning and deep learning models, preferably in the health domain
  • Strong proficiency in Python and ML frameworks e.g. PyTorch, Tensorflow
  • Experience with health data analysis, including time-series data, sensor data, and biomedical signal processing
  • Solid understanding of data preprocessing, feature extraction, and model evaluation techniques
  • Familiar with software development standard methods/collaborations
  • Sufficient SW skills to run large ML training jobs efficiently on a distributed backend with large volume of data
  • Excellent interpersonal skills; comfortable in a collaborative and ground breaking research environments

Education & Experience:

  • MS or PhD with 3+ years industry experience
  • BS and a minimum of 3 years relevant industry experience

Additional Requirements:

  • 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.
  • Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs.