Crowdsourced Sensing Data Scientist
The Sensing and Connectivity team is committed to developing innovative technology that enhances user safety and makes our devices more intelligent. We are exploring how the incredible sensing, processing, and connectivity of iPhone can be leveraged to detect nearby hazards and deliver timely alerts. We are seeking a data scientist with a strong foundation in statistics, machine learning, and real-time analytics to help design and validate algorithms that operate reliably at a global scale.
Description
In this role, you will develop and evaluate statistical and ML-based algorithms using large-scale, crowdsourced sensor data from heterogeneous mobile and edge devices. You will build simulation and replay pipelines, refine data collection strategies, analyze real-time telemetry, and identify the features and signals that most influence model performance. ","responsibilities":"You will collaborate closely with hardware and software engineering teams to prototype new ideas, assess their feasibility, and deliver efficient, production-quality code that ships on millions of devices.
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Preferred Qualifications
Experience with real-time data systems (Kafka, Spark, Flink)
Experience with sensor networks, IoT systems, or mobile sensing
Experience with inertial sensing, time series analysis, signal processing, system identification
Experience with multi-sensor fusion (accelerometer, gyroscope, barometer, GNSS)
Minimum Qualifications
Graduate degree in Computer Science, Data Science, or equivalent experience.
5 years of experience in statistical inference and machine learning, PyTorch, TensorFlow
5 years of experience in feature evaluation, model robustness, and algorithm benchmarking
3 years of experience handling noisy, heterogeneous, crowdsourced sensor data
3 years of experience deploying on-device or resource-constrained models
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote 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. Learn more about your EEO rights as an applicant .
Perks and Benefits
Health and Wellness
Parental Benefits
Work Flexibility
Office Life and Perks
Vacation and Time Off
Financial and Retirement
Professional Development
Diversity and Inclusion
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