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Apple AIML- Infrastructure Systems Engineer Machine China, Beijing, Beijing 992941097
21.12.2024
Description
- Analyze the requirements, demands, constraints and challenges of machine learning in local or global environments, design or re-design platform architecture to improve its scalability and agility, and to enable new, high-impact use cases- Develop and implement the above design, bringing it to an internal product, with observability to support efficient system management- Design and/or enhance automation of operations for infrastructure and platforms, including tools and processes of monitoring, logging and alerting, to improve scalability in both system construction and runtime operations - Support Dev and Eng efforts through provisioning operational solutions, co-design ML application architecture and drive the coordination among local and global, internal and cross-functional groups to achieve the result of success- Create performance profile for platforms and services, defining service level objectives (SLO) and driving the measurement, monitoring and evaluation over these objectives - Lead constant evaluation on system performance and reliability, discover potential faults, drive RCA and fixes
Minimum Qualifications
- Master or PhD degree in Computer Science, Electrical Engineering or equivalent
- 10+ years of Systems or AIML production-service experience, commensurate with running cutting-edge hybrid cloud services in China and the rest of the world
- Solid understanding of system architecture and large-scale service or computational platform operations
- Demonstrated understanding of system management, covering aspects of configuration and usage accounting
- Proficiency in coding with scripting and programming languages, including Bash, Python, Golang and Java - while having the ability to select the proper language as a tool to solve a certain problem
- Experience in large-scale service and job deployment, using an orchestration framework (Kubernetes) and cloud services for large-scale projects
- Experience in observability of system behaviors (e.g. Prometheus, Grafana)
Preferred Qualifications
- Self-motivated and proactive, with demonstrated creative and critical thinking capabilities
- Ability to identify problems in depth, distinguishing purposes vs. measures without confusion
- Strong sense of thoroughness, driving details, delivering running code, and contributing to the collective understanding of the organization
- Sense of speed and prioritization, driving what matters with constrained resources while delivering high-quality results
- Good communication with internal and external teams, in English and in Chinese
- Demonstrated understanding of computing, storage, and networking in public cloud infrastructures, including provisioning, setup, monitoring, security operations, performance tuning, and troubleshooting.
- Knowledge of ML as well as experience in developing real ML jobs
- Experience of designing and implementing systems to support ML applications
- Experience in device management and mobile app development
- Knowledge of data governance and compliance
- Apple is an Equal Opportunity Employer that is committed to inclusion and diversity. We also take affirmative action to offer employment and advancement opportunities to all applicants, including minorities, women, protected veterans, and individuals with disabilities. Apple will not discriminate or retaliate against applicants who inquire about, disclose, or discuss their compensation or that of other applicants.
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