Apple AR/VR Job | Algorithm Evaluation Lead- ML/CV
Job（岗位）: Algorithm Evaluation Lead- ML/CV
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2022-5-16
Summary（岗位介绍）
In this role, you will lead a project with small team of QA and automation engineers evaluation engineers, analyzing performances of complex Machine learning models and 3D computer vision systems on real world applications, building end-to-end pipeline and metrics for fast model evaluation, and understanding data / model biases. This candidate will also work hand-in-hand with engineering teams from design phase all the way to software release in production hardware, create test plans and drive quality. Lead technically deep, strategic and efficient test plan reviews as well as technical innovation within the team on test infrastructure and tools. Influence SW/FW design decisions through a strong test data driven approach that creates collaborative accountability for the dev teams. This individual is expected be able to dive deep technically, look round corners, anticipate potential design gaps and build effective and efficient quality assurance test campaigns.
Qualifications（岗位要求）
Demonstrated ability to establish strong and effective working relationships with cross-functional teams
Analyzing performances of complex 3D computer vision systems in real-world applications.
Solid experience in test planning, performance testing, scalability/reliability testing, troubleshooting, debugging
Understands and practice a balanced approach to managing the team and the projects you are responsible for.
Demonstrated ability to establish strong and effective working relationships with cross-functional teams.
Solid experience in test planning, performance testing, scalability/reliability testing, troubleshooting, debugging for ML related applications and products
Collaborating with multiple algorithm teams to understand and analyze algorithm issues.
The candidate should demonstrate strong team leadership, as well as people and program management skills. This candidate has strong industry relationships/knowledge and uses that to be resourceful and problem solve things proactively.
This is a high judgment leader who can frame solutions with the long-term goals in mind, and balance short-term deliverables.
Description（岗位职责）
Are you passionate about building AI/ML products with focus on Augmented Reality (AR) and Virtual Reality (VR) applications? Are you passionate about The Video Computer Vision organization is working on exciting technologies for future Apple products. Our focus is on ML based solution around real time image and video. We have contributed to the FaceID and FaceKit project in the past and more recently the new LIDAR iPad sensor. As part of Spatial Perception Team (SPT) we focus on people and scene understanding. We are developing 2D and 3D deep learning technologies that will help bring the 3D world into your devices using our powerful LiDAR along with other sensors.
Additional Requirements（额外要求）
2+ years of proven Software QA Management experience.
4+ years experience working on consumer industry in development of software test handling full product life cycle
Experience in driving and developing automation pipeline
Strong verbal and written communication skills; experience working with cross-functional organizations and external partners
