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DescriptionApple’s Cellular Software team is seeking talented, highly motivated and disciplined engineers to work across layers on groundbreaking cellular technologies. The position involves identifying and developing Artificial Intelligence (AI) / Machine Learning (ML) solutions to augment and enhance core cellular technologies that solves everyday problems for customers using iPhone, iPad, Watch and other wireless product lines. We are passionate about keeping our users connected 24/7 wherever they go with industry-best user experience. This team takes pride in not just coming up with proven software designs but also in disrupting traditional models of the cellular ecosystem. We do whatever it takes to bring user experience to the next level. Are you passionate about applying AI/ML to enable groundbreaking cellular technologies? Then we are looking for you. As part of this team you will impact iPhone user experience worldwide. 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 stack Will help realize innovative ML-based features that have an impact on Apple products and user experience. Will use real-world datasets from consumer devices, explore innovative ML models that balance system KPI and complexity Will drive design, development and commercialization throughout the product life cycle Assess iOS/ watchOS features in shipping products and identify new areas where AI/ML can be used to enhance end user experienceMinimum Qualifications2+ years industry experience in researching and developing AI / machine learning solutions for commercial productsExpertise in implementing different Machine Learning algorithms, one or more of Deep Learning, Reinforcement Learning, Tree-based models, Graphical Models, RNN/LSTM, TransformersExperience building machine learning models trained on large datasets making use of industry-grade data & training pipelinesStrong proficiency in Python and ML frameworks (e.g., PyTorch or TensorFlow) for data pre-processing, ML model training, and hyper parameter tuningPreferred QualificationsMasters or PhD degree in Computer Science, Electrical Engineering, or equivalent majorsResearch and publication history in the AI/ML field (e.g., ICLR, NeurIPS, CVPR, ICCV/ECCV, industry lab publications)Familiarity with CI/CD toolingStrong problem solving and debugging skillsKnowledge of wireless/internet standards such as 3GPP 5G NR and 4G LTE and user plane protocols (SDAP/PDCP/RLC/MAC) is a huge plusUnderstanding of protocols such as TCP/UDP/IP/QUIC/RRC/NAS is a plusExperience optimizing Machine Learning and Deep Learning algorithms for embedded systems is a plusEmbedded software development experience using C, C++ is a plusResults oriented with a desire to work in a fast-paced and collaborative work environmentAbility to communicate effectively, both written and verbal, with cross-functional teamsPay & BenefitsAt 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. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple’s Employee Stock Purchase Plan. You’ll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.MoreApple 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. Learn more about your EEO rights as an applicant.
