Job Description

Locations

• Sunnyvale, California, United States 94085

Salary

Skills Required

• Artificial Intelligence (AI)intermediate
• Machine Learning (ML)intermediate
• Cellular Technologiesintermediate
• Software Designintermediate
• Innovationintermediate
• Working with Multi-functional Teamsintermediate

Required Qualifications

• Bachelors 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)
• 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)
• 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

• Masters or PhD degree in Computer Science, Electrical Engineering, or equivalent majors. (degree in phd degree in computer science)
• Familiarity with embedded software development using C or C++. (experience)
• 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. (experience)
• Understanding of protocols such as TCP/UDP/IP/QUIC/RRC/NAS is a plus. (experience)
• Research and publication history in the AI/ML field (e.g., ICLR, NeurIPS, CVPR, ICCV/ECCV, industry lab publications). (experience)
• Familiarity with CI/CD tooling. (experience)
• Strong problem solving and debugging skills. (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 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 all the time 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 the 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/iPadOS/watchOS features in shipping products and identify new areas where AI/ML can be used to enhance end user experience.

Tags & Categories