Apple AR/VR Job | Data Scientist
Job（岗位）: Data Scientist
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2023-9-14
Summary（岗位介绍）
Do you thrive on working at analyzing state-of-the-art deep learning algorithms? Do you have a passion for constructing automation pipelines? Are you highly organized and meticulous? As part of our Video Engineering group, you’ll help deliver creative solutions to various problems that could impact the people all over the world. Our data scientist will work closely with other members of the Video Engineering group to mine data, implement model evaluation pipeline, analyze large scale data, visualize data, and ensure the delivery is of the highest quality. This position will also require strong coding skills, presentation skills, and collaborating with multiple teams (ex: machine learning, cloud infrastructure support).
Qualifications（岗位要求）
The responsibilities of this position includes the following for current and future products:
Implement algorithm evaluation methods
Deep-dive failure analysis and pattern mining
Develop interpretation methods for deep learning models
Produce / present meaningful data insights with visualizations to higher-ups and across various involved teams
Using in-depth statistical analysis and large data analysis to drive actionable insights for customers.
Evaluate potential features based on customer requirements to make informed decisions for internal improvements.
Provide quantitative analysis of real-world trends and real customer data to understand current model and algorithm performance.
Create mathematical models to project outcomes and inform strategic, business decisions.
Capture and analyze real customer feedback on shipped products to aid future product development and roadmap.
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.
