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Summer 2022: Machine Learning Intern

iRobot

iRobot

Summer 2022: Machine Learning Intern

Remote
Full Time
Paid
  • Responsibilities

    INTRODUCTION

    iRobot Corporation, with a mission of "empowering people to do more" is at the forefront of the development of robotics and artificial intelligence technologies. iRobot has become one of the world's preeminent specialist designers and builders of consumer robots. iRobot invests in the development and growth of its people, in a culture of empowerment, innovation and fun. Come work with some of the most talented and influential people in the robotics field utilizing cutting edge technologies, in an exciting, fast-growing industry!

    Our team's mission is to lead the intelligence revolution for robots, leveraging the power of Machine Learning. Join our Machine Learning team to help us make our robots smarter! If you have a passion for machine learning, robots, and working on data at scale, let's talk.

    WHAT YOU WILL DO:

    • Help robots achieve semantic understanding of the home through cutting edge vision models
    • Work closely with ML and Data Engineers to develop and test new models and techniques
    • Find new and emerging techniques from ML literature and evaluate them for our use

    TO BE SUCCESSFUL YOU SHOULD HAVE:

    • Currently pursuing a Bachelors degree in computer science, data engineering, robotics or other related fields
    • Have 1+ years of experience with machine learning, data engineering and deep learning frameworks
    • Familiarity with ML for vision applications
    • Strong communication skills
    • Experience working with image and video data
    • Excellence at writing Python and familiarity with a Linux Environment
    • Solid understanding of statistics and applied math

    HAVING THESE WILL BE A SIGNIFICANT PLUS:

    • Significant experience with TensorFlow
    • Previous work with common vision models like SSD, Faster-RCNN, or NLP models like BERT or GPT-2/3
    • Familiarity with Computer Vision
  • Industry
    Consumer Electronics
  • About Us

    We are the leading global consumer robot company, designing and building robots that empower people to do more, both inside and outside of the home. To date, we have sold over 25 million robots and globally employ more than 1,000 of the robot industry’s best and brightest. iRobot is committed to fostering invention, discovery and technological exploration in the pursuit of practical and valuable robot products for the home.