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    [id] => 1972284
    [updated_at] => 2020-02-11T14:46:39-05:00
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    [title] =>  Data Scientist, Autonomous Driving (Perception)
    [content] => <p><strong>Responsibilities</strong></p>
<p><span style="font-weight: 400;">Day to day responsibilities include :</span></p>
<ol>
<li style="font-weight: 400;"><span style="font-weight: 400;">Defining data gathering requirements to improve perception systems and architect intelligent and efficient data gathering systems.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Developing active data curation techniques to capture targeted scenarios, objects and scenes. Develop perception algorithms to run on the data gathering fleet to decide which data is captured and saved.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Offline data curation where gathered data is analysed, clustered and statistically and qualitatively analysed. </span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Working with a team of data engineers who will manage the software and hardware infrastructure for data collection and annotation.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Reviewing data annotations and liaising with annotation partners.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Work closely with perception engineers to develop and evaluate machine learning systems and data gathering needs.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Mentor and lead other data scientists in your team.</span></li>
</ol>
<p> </p>
<p><strong>Requirements</strong><strong> </strong></p>
<ol>
<li style="font-weight: 400;"><span style="font-weight: 400;">MS degree in CS/EE/ECE or equivalent industry experience.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">1.5+ years of experience in developing machine learning systems.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">2+ years of experience in data science applications.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Experience with ML frameworks like Tensorflow, PyTorch.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Strong programming experience in C++ and Python.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Experience in machine learning on embedded systems.</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Worked with data annotations for LIDAR and Camera perception (Bonus)</span></li>
<li style="font-weight: 400;"><span style="font-weight: 400;">Experience in self driving car teams (Bonus)</span></li>
</ol>
<p> </p>
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Data Scientist, Autonomous Driving (Perception)

At Ridecell View All Jobs
Milpitas, CA

Responsibilities

Day to day responsibilities include :

  1. Defining data gathering requirements to improve perception systems and architect intelligent and efficient data gathering systems.
  2. Developing active data curation techniques to capture targeted scenarios, objects and scenes. Develop perception algorithms to run on the data gathering fleet to decide which data is captured and saved.
  3. Offline data curation where gathered data is analysed, clustered and statistically and qualitatively analysed. 
  4. Working with a team of data engineers who will manage the software and hardware infrastructure for data collection and annotation.
  5. Reviewing data annotations and liaising with annotation partners.
  6. Work closely with perception engineers to develop and evaluate machine learning systems and data gathering needs.
  7. Mentor and lead other data scientists in your team.

 

Requirements 

  1. MS degree in CS/EE/ECE or equivalent industry experience.
  2. 1.5+ years of experience in developing machine learning systems.
  3. 2+ years of experience in data science applications.
  4. Experience with ML frameworks like Tensorflow, PyTorch.
  5. Strong programming experience in C++ and Python.
  6. Experience in machine learning on embedded systems.
  7. Worked with data annotations for LIDAR and Camera perception (Bonus)
  8. Experience in self driving car teams (Bonus)

 

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