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Cellular 4G/5G Firmware Data Science and Engineering Expert
2 months ago
We are seeking a highly skilled and experienced Data Scientist to join our team at Apple, working on the development of cutting-edge cellular firmware. As a key member of our silicon design group, you will be responsible for crafting and productizing groundbreaking cellular SoCs.
Key Responsibilities- Develop state-of-the-art data processing pipelines based on machine learning models and leverage data science algorithms to parse substantial data and logs in a timely manner.
- Partner closely with FW engineering teams to integrate and deploy ML models and data processing pipelines as part of the entire automation system.
- Work with an amazing team to brainstorm new insights, develop models and algorithms to solve complicated problems, and deliver analysis results to benefit FW engineers in debugging issues.
- Master's degree in Data Science or Computer Science.
- Proficient Python developer with 3+ years proven programming skills using standard ML tools such as PyTorch, Tensorflow, HuggingFace.
- Good understanding of machine learning, deep learning (including LLMs) and natural language processing and ability to optimize machine learning models to adapt to solving various kinds of issues.
- Hands-on experience in implementing end-to-end machine learning projects.
- Ph.D. degree in Data Science or Computer Science.
- Proficient Python developer with 5+ years validated programming skills using standard ML tools such as PyTorch, Tensorflow, HuggingFace.
- Proven understanding of machine learning, deep learning (including LLMs) and natural language processing and ability to optimize machine learning models to adapt to solving various kinds of issues.
- 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 using 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.Mango DB).
- Ability to think creatively and identify, build, and support solutions and roadmaps focused on automation and reduction of manual processes.
- Strong critical thinking and interpersonal skills with the ability and desire to learn and evaluate new technologies.
- Comprehensive medical and dental coverage.
- Retirement benefits.
- A range of discounted products and free services.
- Reimbursement for certain educational expenses, including tuition.
- Discretionary bonuses or commission payments.
- Relocation assistance.
