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AIML- Software Development Engineer, Machine Learning Platform & Infrastructure

Apple
United Statesfull_timeVerifiedPosted 14 Nov 2024
💰 $296,300/yr($166,600/yr – $296,300/yr)

About the role

Summary

Posted: Nov 14, 2024
Weekly Hours: 40
Role Number:200578832

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something! The AI/ML Production Engineering team is looking for an exceptional Software Development Engineer with experience in Machine Learning (ML) infrastructure services and applications. This engineer will work with global teams focussing on projects for ML compute Platforms and model lifecycles. This engineer will be a qualified technical leader with a consistent track record who is able to identify and interpret problems from frontend of customer support, to back end infrastructure in a multi-cloud environment. This engineer will be able to identify and solve scaling issues for a variety of AIML focussed services. This individual will have the opportunity to design and to build architectural solutions through cross-organizational collaboration, accurately addressing requirements, and solving complex problems. This role has high impact and is critical to creating the highest quality user experience that Apple internal and external customers expect and love!

Description


This role of Software Development Engineer will embody the full-stack ML platform reliability engineering. Starting from answering user query or ticket, this role of engineer triages and mitigates problem, and convert diagnosis processes and solutions from ad hoc to systematic, from reactive to proactive, from manual effort to automatic. They visualize ML platform scalability and stability, and evaluate the impact to development velocity and resource utilization. They identify priority according to actual impact, and drive the engineering effort cross teams improving the system’s key performance indices. This Role will undertake the Following Daily Duties: - Ensure user queries or tickets to be responded in time - Evaluate current visibility for state and performance of the system - Define and monitor system key performance indices - Design and implement operational tools - As a technical leader, motivate and communicate cross-teams, drive the understanding of problems and the best practice of solutions

Minimum Qualifications


  • Ability of analyzing problems in depth, determining root cause, articulate clearly and propose solutions
  • Solid understanding of system architecture and large-scale ML service and computational platform operations
  • Proficiency in coding with scripting and programming languages, including but not limited to - Bash, Python, Golang
  • Knowledge of ML training and production workflows, understanding dependencies among architectural building blocks
  • 7+ years experience of software development for compute infra or its operational stack, commensurate with operating cutting-edge hybrid cloud platforms


Preferred Qualifications


  • Knowledge of ML, including LLM, as well as experience in developing real, large scale ML job
  • Knowledge of analytics method and pipelines, able to utilize it for visualization of platform KPIs
  • Experience of designing and implementing systems to support ML applications
  • 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, having made decision what should be visible according to actual needs to solve specific problem


Pay & Benefits


  • At Apple, base pay is one part of our total compensation package and is determined within a r

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Company

Apple

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