25 days old

ML Research Engineer - Exploratory Design Group

Cupertino, CA 95014
  • Job Code
    200168401
Summary

Summary

Posted: Apr 30, 2020

Role Number:200168401

Imagine what you could do here. At Apple, new ideas have a way of quickly becoming extraordinary products, services, and customer ...Summary

Summary

Posted: Apr 30, 2020

Role Number:200168401

Imagine what you could do here. At Apple, new ideas have a way of quickly becoming extraordinary products, services, and customer experiences. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, smart people, and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same passion for innovation that goes into our products also applies to our practices strengthening our commitment to leave the world better than we found it. Join us to help deliver the next groundbreaking Apple product. Do you love working on challenges that no one has solved yet? As a member of our dynamic group, you will have the unique and rewarding opportunity to craft upcoming products that will delight and inspire millions of Apple's customers every single day.

Apple's Exploratory Design Group is seeking an enthusiastic research engineer to join a team of highly innovative scientists and engineers to design, validate and implement novel technologies. You must be self-driven and self-sufficient in a rapidly-evolving research environment. You must be comfortable and able to apply software and mathematics to explore novel algorithms on various datasets. However, it is highly desirable that you can also create software to help execute experiments, analyze measurement results, and create basic visualizations of the data.

Key Qualifications

  • Strong software proficiency skills with proficiency in Python and familiarity with one other language- Mathematical and analysis skills
  • Machine learning, especially deep learning
  • Physics-based modeling, including differential equations
  • Outstanding written, verbal and presentation skills
  • Creativity to go beyond current tools to deliver the best solution to the problem
  • Thrive in a collaborative environment
  • You will learn or already possess experience with
  • Shell scripting (sh/zsh}
  • MATLAB
  • SQL
  • Basic computer architecture
  • Operating system concepts
  • Distributed computing concepts
  • C++11 or newer
  • Signal processing principles
  • Visualization techniques
  • Inverse rendering
  • Error propagation
  • Active Learning
  • Causal Inference
  • Self-directed investigations

Description

The responsibilities of this role will include but are not limited to: careful preparation and curation of ML datasets, advising on experimental protocols with inverse rendering-like algorithms to infer spatial physical properties, implementing and adapting algorithms from papers to the needs of a multidisciplinary team, and creating visualizations to help explore data.

Education & Experience

MS or PhD in Machine learning, Statistics, Computer Science, Physics, Data Science or related field with 2+ years of research experience.

Additional Requirements

Posted: 2020-08-30 Expires: 2020-09-29

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ML Research Engineer - Exploratory Design Group

Apple, Inc.
Cupertino, CA 95014

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