Full Year 2021: Machine Learning Data Collection Co-op (Post Grad)

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iRobot

iRobot

Full Year 2021: Machine Learning Data Collection Co-op (Post Grad)

Bedford, MA
Part Time
Paid
  • Responsibilities

    INTRODUCTION

    Machine Learning Data Collection Co-Op

    Are you interested in getting hands-on experience with robots and data? iRobot is seeking a Data Collection Co-Op to play an important role on New Product Development Teams to make better robots that delight the customer by collecting data in users home(s) and annotating/processing data. The data collected will be used by the research and development team for development of future products.

    What You Will Be Doing:

    The Data Collection Co-Op will collect, annotate, and manage data and data tools. Most of the data collection will take place in real homes. During periods of time when traveling or collecting data is not safe or reasonable to do so, the Data Collection Co-Op will assist in annotating and processing previously collected data, working on remote data collection procedures, or building infrastructure to facilitate data collection, annotating, and processing.

    When safe to do so, the Data Collection Co-Op will travel (often with another co-op, but socially distant) to homes nearby to iRobot Bedford office to collect both quantitative and qualitative data following a protocol, with specific safety precautions. Data collection will be conducted at different times of the day and in multiple homes. During each home visit the Data Collection Co-Op will repeatedly set up the devices on the ground to collect data and will be responsible for processing and annotating data from these homes.

    The individual in this role will work as part of the Machine Learning team alongside other Data Collection Co-Ops. The successful candidate will have capability to quickly learn and an interest in finding solutions to unusual problems.

  • Qualifications

    What You Should Have:

    • Interest in data collection and data-set analysis for Machine Learning
    • Interest in working as part of a teamand collaborating with other teams to help solve their data needs
    • Creative problem-solving abilities
    • Attention to detail and organizational abilities
    • Clear and concise written and verbal communication
    • Experience in basic Linux commands
    • Experience with basic Python programming
    • Ability to take ownership of task execution and work with minimal supervision
    • Proficient with MS Excel, MS Word and MS Outlook
    • Proficient in handling (storing and transferring) large data files using external hard drives.
    • Ability to work on flexible work schedule (shifts will vary day to day)
    • Ability to repeatedly perform physical tasks including repetitively bending, kneeling, squatting and climbing stairs. This can be repetitive and tenuous depending on the size of the home.

    Bonus Points :

    • Experience involving data gathering and analysis
    • Experience with product defect tracking tools
    • Experience in statistical analysis of test results
    • Experience troubleshooting complex electromechanical systems
  • 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.