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Apple Cellular Machine Learning Software Engineer United States, California, Sunnyvale 414115904
04.01.2025
Description
In this role you will be a key member of the Cellular SW AIML team with following responsibilities:Architect & develop cellular AI/ML methods for enhancing different cellular SW components including Layer 1 control, data plane software and cellular protocol stackWill drive design, development and commercialization throughout the product life cycleAssess iOS/ watchOS features in shipping products and identify new areas where AI/ML can be used to enhance end user experience
Minimum Qualifications
- 2+ years industry experience in researching and developing AI / machine learning solutions for commercial products
- Expertise in implementing different Machine Learning algorithms, one or more of Deep Learning, Reinforcement Learning, Tree-based models, Graphical Models, RNN/LSTM, Transformers
- Experience building machine learning models trained on large datasets making use of industry-grade data & training pipelines
- Strong proficiency in Python and ML frameworks (e.g., PyTorch or TensorFlow) for data pre-processing, ML model training, and hyper parameter tuning
Preferred Qualifications
- Masters or PhD degree in Computer Science, Electrical Engineering, or equivalent majors
- Research and publication history in the AI/ML field (e.g., ICLR, NeurIPS, CVPR, ICCV/ECCV, industry lab publications)
- Familiarity with CI/CD tooling
- Strong problem solving and debugging skills
- Knowledge of wireless/internet standards such as 3GPP 5G NR and 4G LTE and user plane protocols (SDAP/PDCP/RLC/MAC) is a huge plus
- Understanding of protocols such as TCP/UDP/IP/QUIC/RRC/NAS is a plus
- Experience optimizing Machine Learning and Deep Learning algorithms for embedded systems is a plus
- Embedded software development experience using C, C++ is a plus
- Results oriented with a desire to work in a fast-paced and collaborative work environment
- Ability to communicate effectively, both written and verbal, with cross-functional teams
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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