Data Scientist, Wireless Machine Learning
Join our Wireless Technologies and Ecosystems (WTE) organization to be part of an outstanding team of engineers passionate about driving innovation and enriching experiences for millions of customers worldwide. The Wireless Software team is looking for an exceptional software engineer to deploy ML experiences and develop sophisticated telemetry frameworks for wireless products. ML-powered features & analytics frameworks you build enable analytics, diagnostics, product experimentation, modem performance & usage characterization, and anomaly identification & mitigation techniques to track, analyze, and improve the wireless experience across all Apple products.
Description
In this role, you'll be responsible for shipping exciting Wireless features powered by Data & Machine Learning. Your work will encompass the entire ML lifecycle, from secure and efficient data collection to model training and deployment on devices, utilizing state-of-the-art Apple AI/ML frameworks.
","responsibilities":"Design and deploy Machine Learning models for optimized wireless experience on Apple products leveraging tools like CoreML, CreateML, and PyTorch
Develop on-device and crowd-sourced learning frameworks to improve wireless product experience
Use product experimentation and A/B testing frameworks to validate machine learning model deployments
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Design and develop Analytics module running on-device to aggregate and correlate features across the wireless software stack
Preferred Qualifications
8+ years of professional experience delivering ML-powered software features & applications
Working experience in one or more of the following domains in Neural Networks: Deep Reinforcement Learning, Transformer, Transfer Learning, Online Learning, CNN, RNN etc
Professional background in wireless technologies such as cellular (5G/6G) and connectivity (WIFI/BT) standards / protocols
Ability to work well both independently and within a team
Excellent communication and presentation skills
Minimum Qualifications
5+ years of professional experience developing Machine Learning models for commercial products
Strong proficiency in Python and ML frameworks like PyTorch for data pre-processing, ML model training, and fine-tuning
Strong understanding of Machine Learning Fundamentals, LLM / NLP Concepts
Understanding of and passion for data/AI-powered software features and product quality
Experience prototyping and shipping customer-facing features on embedded systems
Experience with scalable and cross-layer system design
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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