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 Deep Learning Engineer, Semantic Segmentation- Video Computer Vision - Cupertino, California, United States

   
Job information
Posted by: Apple 
Hiring entity type: Retail 
Work authorization: Not Specified for United States
Position type: Direct Hire, Full-Time 
Compensation: ******
Benefits: See below
Relocation: Not specified 
Position functions: Creative services/Design
 
Travel: Unspecified 
Accept candidates: from anywhere 
Languages: English - Fluent
 
Minimum education: See below 
Minimum years experience: See below 
Resumes accepted in: English
Cover letter: No cover letter requested
Job code: 200193838 / Latpro-3755322 
Date posted: Sep-22-2020
State, Zip: California, 95014

Description

Deep Learning Engineer, Semantic Segmentation- Video Computer Vision

Santa Clara Valley (Cupertino) , California , United States

Machine Learning and AI

Summary

Posted: Sep 21, 2020

Weekly Hours: 40

Role Number: 200193838

Do you have a passion for deep learning and computer vision problems? We are looking for someone who thrives on collaboration and wants to push the boundaries of what is possible today! Join our team of committed deep learning engineers in the Video Computer Vision group! We are a centralized applied research and engineering organization responsible for developing real-time on-device Computer Vision and Machine Perception technologies across Apple products. As a member of the Video Computer Vision group you will develop new technologies in the area of scene understanding and reasoning for Apple's next generation products.

Key Qualifications

  • Experience in designing network architectures for image2image translations tasks like Semantic Segmentation, Panoptic Segmentation and Depth Estimation
  • Consistent track record of researching, inventing and/or shipping advanced machine learning algorithms
  • Solid mathematical foundation of machine learning and deep learning techniques
  • Strong coding skills in python and C/C++
  • Proficiency in at least one major machine learning framework, such as Tensorflow, PyTorch etc.
  • Creativity and curiosity for solving highly complex problems
  • Excellent communication and collaboration skills

Description

We are looking for a skilled deep learning and computer vision engineer for our team. In this role, you will perform research and development work to design algorithms for challenging real world problems in the domain of scene understanding and reasoning. Your key responsibilities in this role are: Research, design and implementation of machine learning/deep learning algorithms Benchmarking and fine tuning of machine learning/deep learning algorithms Optimizing these algorithms for real time and low power constraints Support algorithm integration into Apple products Collaboration with teams across Apple with multidisciplinary skills

Education & Experience

MS in Computer Science or related field with focus on machine learning, computer vision, robotics or similar; and PhD degree with focus on deep learning or alternatively a comparable industry career of 3+ years



Requirements

See job description

 

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