Apple AR/VR Job | Machine Learning Data Scientist Input - Apple Vision Pro
Job（岗位）: Machine Learning Data Scientist Input - Apple Vision Pro
Citys（岗位城市）: Sunnyvale, California, United States
Date（发布日期）: 2024-3-15
Summary（岗位介绍）
Be part of the engineering team building input algorithms for Apple Vision Pro at Apple! We are looking for a data scientist with strong mathematical programming skills, experience with automation, and the ability to assess user experience through data analysis. In this role, you will collaborate with multiple teams (machine learning, quality assurance, cloud infrastructure support, user studies, etc.). We are a team responsible for testing algorithm implementations, identifying corner cases, and ensuring Apple’s input experience performs with high quality for customers.
Qualifications（岗位要求）
Quality Engineering experience
Experience in programming at least 2 of Python, Obj-C, Swift, C, Java
Extensive knowledge of statistical data analysis and machine learning techniques
Experience developing data science pipelines, toolchains, and workflows
Ability to identify patterns in sophisticated and large datasets, isolate performance targets, and identify sources of variance related to those targets
Experienced with data visualization (e.g. matplotlib/ggplot/tableau)
Partnering with a development team to quickly learn a new application, break it into functional parts, and identify potential weaknesses
Understanding the context where an application will be deployed, providing insights into potential failures
Documentation of test cases and code used for test execution
Tracking performance, reporting results to management, driving issues to closure
Collaborating with cross-functional teams, guaranteeing complete test coverage and a flawless end-user experience
Experience in testing & debugging UI frameworks
Ability to develop test guidelines from specifications
Ability to learn quickly and understand the intent and design of an algorithm
Description（岗位职责）
- Own the quality of input algorithms running Apple Vision Pro
- Generating KPIs and visualizations across large user data sets highlighting critical improvements or regressions
- Understand dependency impacts on algorithm quality
- Analyzing and interpreting data to identify user-facing failures and trends
- Collaborating closely with algorithm and software development teams to ensure timely, high-quality product delivery
- Working multi-functionally to drive quality and be able to communicate results clearly
