Deep Learning Engineer - AutoML and Multi-Task Learning

Apple Inc.
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Job Description

  • 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 Semantic Understanding and Reasoning 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 Semantic Understanding and Reasoning group you will develop new technologies in the area of scene understanding and reasoning for Apple’s next generation products.

Key Qualifications

  • Experience in Neural Architecture Search & Multi-task learning in the computer vision domain
  • Experience with modern network architectures for computer vision and/or natural language processing tasks 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.

Education & Experience

  • PhD degree with focus deep learning or alternatively an MS degree with 3+ years of industry experience

Additional Requirements

  • Research, design and implementation of machine learning/deep learning algorithms
  • Work o nAutoML & multi-task learning projects with cross-functional impact
  • Optimizing algorithms for real time and low power constraints
  • Support algorithm integration into Apple products
  • Collaboration with teams across Apple with multidisciplinary skills

Company Info.

Apple Inc.

Headquartered in Cupertino, California, Apple Inc. is a multinational technology company that focuses on producing consumer electronics, software, and online services. It holds the distinction of being the world's largest technology company by revenue and the world's biggest company by market capitalization as of June 2022. Apple is the second-largest mobile phone manufacturer and the fourth-largest personal computer vendor by unit sales.

  • Industry
    Computer software,Consumer electronics
  • No. of Employees
    154,000
  • Location
    1 Apple Park Way, Cupertino, California 95014, USA
  • Website
  • Jobs Posted

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