Job Description

Locations

• San Francisco Bay Area, California, United States

Salary

Skills Required

• Artificial Intelligence (AI)intermediate
• Machine Learning (ML)intermediate
• Cellular Software Developmentintermediate
• Wireless Technologiesintermediate
• Innovationintermediate
• Working with Multi-functional Teamsintermediate
• Fast-paced Environment Adaptationintermediate

Required Qualifications

• Bachelor's degree in Computer Science, Electrical Engineering, or equivalent majors. (degree in computer science)
• 3+ years industry experience in researching and developing AI / machine learning solutions for commercial products. (experience, 3 years)
• Experience in supervised and unsupervised learning methods. (experience)
• Expertise in implementing different Machine Learning algorithms, one or more of Deep Learning, Reinforcement Learning, Tree-based models, Graphical Models, RNN/LSTM, Transformers. (experience)
• Experience building machine learning models trained on large datasets making use of industry-grade data & training pipelines. (experience)
• Good understanding of algorithm complexity and experience in carrying out performance vs. complexity trade-off analysis. (experience)
• Strong proficiency in Python and ML frameworks (e.g., PyTorch or TensorFlow) for data pre-processing, ML model training, and hyper parameter tuning. (experience)

Preferred Qualifications

• Master's or PhD degree in Computer Science, Electrical Engineering, or equivalent majors. (degree in phd degree in computer science)
• Hands-on work with LLMs including experience building or fine-tuning LLMs for software engineering tasks is a plus. (experience)
• Understanding of prompt engineering, and retrieval-augmented generation (RAG) is a plus. (experience)
• Familiarity with current generative AI ecosystem (e.g. ChatGPT, Claude) and experience with using LLMs for tools and workflows is a plus. (experience)
• Research and publication history in the AI/ML field (e.g., ICLR, NeurIPS, CVPR, ICCV/ECCV, industry lab publications). (experience)
• Ability to communicate effectively, both written and verbal, with cross-functional teams. (experience)

Responsibilities

• Apple’s Cellular Software team is seeking talented and highly motivated 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 for our iPhone, iPad, Watch and other wireless product lines. We are passionate about keeping our users connected anytime 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. 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.
• Will help realize innovative algorithms and methodologies for ML 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 contribute towards custom library and toolchain development for cellular feature development.

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