苹果Software Engineer - Cellular & Machine Learning
任职要求
Minimum Qualifications • Strong 5G/4G cellular knowledge. Working experience on 5G Modem QA Process. • Experience with Test Automation scripting and test case development. • BS/MS in STEM and rich hands-on experience with modern Generative AI models and fine-tuning techniques. • Proficiency in ML frameworks and deep understanding of large language models. • Highly proficient in script programming like Python, JavaScript, etc. • Fluent in both oral and written English. Preferred Qualifications • Cellular stability t…
工作职责
You will join a dynamic team focusing on improving the cellular stability and performance of the latest iPhone/iPad/Watch. Your job responsibilities will include but not limited to below points: - Leveraging artificial intelligence (AI) technologies to execute 5G/4G cellular test jobs, analyze test results to identify in-depth and potential stability and KPI issues, generate analysis reports, and provide data-driven insights for problem resolution. - Developing natural language-based Chatbot tools tailored to the team's needs, enabling efficient information retrieval, test-related consultation, and automated interaction in the cellular stability testing workflow. - Applying AI methods to optimize the team's test strategies, test cases, and related processes for cellular stability testing, enhancing test coverage, accuracy, and resource utilization.
THE ROLE Tesla is seeking a highly motivated Wireless Software Development Engineer for the Wireless Systems team to develop best in class telematics solutions. The role involves design and validation of cellular (LTE and 5G) based solutions for telematics systems across Tesla vehicle platforms (S, 3, X, Y, ...). The position requires working closely with cross-functional teams. Ability to work independently, and creatively solving challenging design problems is of paramount importance. This position involves working in a dynamic and fast-paced environment with tight timing constraints. RESPONSIBILITIES o Integrate connectivity stack provided by SoC vendors into Tesla operating system o Contribute to Tesla’s wireless connectivity stack – Cellular. o Develop new features in well organized, efficient, and scalable C++ code. o Develop telemetry and analytics platform enabling data collection, analysis and visualization of data reported from Tesla fleet. o Conduct various scenarios of SW driven validations to ensure wireless connectivity performance of Tesla fleet. o Root-cause issues reported from different test scenarios and customers. o Contribute to rapid prototyping and evaluation of Tesla’s next generation wireless platforms. o Implement continuous improvements and best practices within the team, and larger organization.
1. 负责国际业务相关软件系统的设计、开发与维护工作，依据业务需求进行技术方案选型与架构设计，确保系统的高可用性、可扩展性与安全性； 2. 参与核心业务模块的代码实现与性能优化，通过技术手段解决复杂业务场景下的技术挑战，保障系统稳定高效运行； 3. 跟踪并研究业界前沿技术趋势，推动技术创新在业务场景中的落地应用，持续提升产品技术竞争力； 4. 与产品、测试及跨区域团队紧密协作，确保项目高质量交付，支持国际业务快速迭代与规模化发展； 5. 参与技术规范制定与代码评审，协助团队提升开发质量与工程效能，推动团队技术氛围建设； 6. 负责相关技术文档的撰写与知识沉淀，促进团队内部经验共享与技术传承； 7. 日常在英国伦敦办公室工作。
• Design, build, and maintain scalable compute pipelines for A/B scorecard calculation, supporting both first-party and future third-party customers. • Develop and optimize distributed systems for high-performance experimentation infrastructure. • Implement and tune big data technologies (e.g., Hadoop, Spark) to ensure efficient processing of large-scale experiment data. • Collaborate with engineers, product managers, and stakeholders to define requirements and deliver impactful experimentation solutions. • Apply A/B testing methodology to drive data-driven decision-making across Microsoft. • Monitor, troubleshoot, and improve the reliability and performance of experimentation pipelines. • Contribute to a culture of innovation, continuous learning, and knowledge sharing within the team.
As a software engineer, you will: • Design, develop, and maintain new features and enhance existing systems.Write clean, testable, and maintainable code. • Troubleshoot live-site issues, deploy fixes, and improve system reliability. • Work collaboratively with cross-functional teams to drive project success. • Ensure security compliance by configuring, updating, and maintaining security tools and standards.