Cellular Data Science u0026 Machine Learning Engineer
About The Position
Do you have a passion for invention and self-challenge? Do you thrive with pushing the limits of what's considered feasible? As part of a best-in-class modem team, you'll craft sophisticated, innovative embedded firmware that delivers more performance in our products than ever before. You'll work across teams to transform improved hardware elements into a single, integrated design. Join us, and you'll help us innovate new wireless system technologies that continually outperform the previous iterations! By collaborating with other product development groups across Apple, you'll push the industry boundaries of what wireless systems can do and improve the product experience for our customers across the world! Do you want to have an impact on every single Apple product?As a Cellular 4G/5G Firmware Data Science u0026 Machine Learning Engineer, you will be at the center of the embedded 5G/4G/multimode cellular firmware effort within a silicon design group responsible for designing and productizing pioneering cellular SoCs.
Requirements
- Ph.D. degree in machine learning, data science or computer science
- Proficient Python developer with 5+ years proven programming skills using standard ML tools such as PyTorch, Tensorflow, HuggingFace, etc.
- Solid understanding of machine learning, deep learning and natural language (including LLMs) processing and ability to optimize machine learning models to adapt to solving various kinds of issues
- Have a deep understanding of reinforcement learning with experience in employing PPO/DPO/GRPO to enhance LLM model performance
- Experience in fine tuning LLM model with SFT, LoRA and other techniques
- Experience in developing machine learning models and /or deep learning models, feature engineering, and rich experience in implementing end-to-end machine learning projects
- Experience in applying analytics and statistical methods to transform data into useful insights and actionable results
- Experience with relational database (e.g Postgres), SQL and non-relational database (e.g. MongoDB)
- Ability to think creatively and identify, build, and support solutions and roadmaps focused on automation and reduction of manual processes
- Strong critical thinking and communication skills with the ability and desire to learn and evaluate new technologiesArray
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What This Job Offers
Job Type
Full-time
Industry
Computer and Electronic Product Manufacturing
Education Level
Ph.D. or professional degree
Number of Employees
5,001-10,000 employees
