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 ISE, SIML - Senior Machine Learning Engineer - 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: Computers - Software Engineer
 
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: 200165406 / Latpro-3745106 
Date posted: Jun-25-2020
State, Zip: California, 95014

Description

ISE, SIML - Senior Machine Learning Engineer

Santa Clara Valley (Cupertino) , California , United States

Machine Learning and AI

Summary

Posted: Jun 25, 2020

Weekly Hours: 40

Role Number: 200165406

Do you think Computer Vision and Machine Learning can change the world? Do you think it can transform the way millions of people capture, discover and share the most special moments of their lives? We truly believe it can! The System Intelligence and Machine Learning (SIML) group is responsible for crafting machine learning solutions to extract high level structure information from images, videos and text shipping on all Apple platforms (macOS, iOS, tvOS, watchOS). Examples include face recognition, scene classification, OCR, handwriting recognition as well as the support for internal tools. The group combines research and development in a dynamic and engaging environment. Particularly, our SIML data team is responsible for crafting and building high quality datasets at scale. At the heart of machine learning, data defines how Apple features and products operate and what is the final user experience that will reach millions of our customers. This is an exciting time to join us: grow fast, and have an impact on multiple key features on your first day at Apple!

Key Qualifications

  • You have an agile/iterative approach to R&D challenges, and you're able to decompose a problem into unit tasks
  • You're aware of the challenges associated to building datasets for ML R&D (eg coverage, bias)
  • You have very strong Python coding skills
  • You're comfortable building and implementing inference pipelines that process large quantities of data (Hadoop, distributed GPU computation), using existing models and/or creating new ones solutions when facing situations of trade-offs/decision under uncertainty
  • You have strong written and verbal communications skills

Description

Our team works in close interaction with R&D, infrastructure and client teams, as well as with other groups and other functions across Apple (legal, privacy) and externally. This position focuses on designing and implementing smart data pipelines based on advanced computer vision technology and humans in the loop. You will characterize data that provides most value for the algorithm/product at each step of the R&D process, use existing models or create new ones to select/pre-annotate these assets, process millions of images/videos on our scalable infrastructure.

Education & Experience

Bachelors, Masters, or Ph.D. in Computer Science, Mathematics, Physics, or a related field (or equivalent practical experience)

Additional Requirements

  • Solid understanding of either NLP or Computer Vision is a plus
  • Experience with distributed computation and with large databases is a plus





Requirements

See job description

 

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