<div><span style="font-size:9pt;">We are seeking an experienced and highly skilled data scientist to join the Perception Data and Labeling team.. The team is responsible for training and evaluation data powering the perception (vision, lidar, and other modalities) ML models at Zoox. The candidate will work alongside data ops partners, ML engineers, software developers, and data engineers to improve model performance through high quality human- and auto-labeled data. </span></div><br><br><h3>In this role, you will: </h3><ul><li>Define and implement scalable data quality measures across complex, multimodal data labeling pipelines</li><li>Drive data-centric ML model improvements to achieve critical Zoox milestones</li><li>Support an org-wide data ontology and class structure for perception models</li><li>Determine trade-offs and integrations between human-labeled, human-in-the-loop, and zero-shot autolabeled data</li><li>Build metrics to quantify labeling throughput, capacity, and annotator/vendor quality</li></ul><h3>Qualifications:</h3><ul><li>Master's or PhD degree in a field relevant to autonomous driving (computer science, robotics) to the analysis of human data (computational neuroscience, cognitive science) or a related field</li><li>Proficient using data query languages (SQL and/or Spark/scala) to quickly build complex yet efficient data queries at scale and using Python to build production-quality code</li><li>Proficient in exploratory data analysis (EDA) and data visualization to understand and present trends and their implications for the business.</li><li>Background in statistical modeling and analysis; including experience making data-driven decisions that connect point and uncertainty estimates to business impact.</li><li>Experience with data-centric ML development and data curation</li></ul><h3>Bonus Qualifications: </h3><ul><li>Experience with experiment design and statistical comparisons (A/B testing, parametric/non-parametric statistics, etc.)</li><li>Experience with human data collection, including annotation task design</li></ul><br><div>There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.</div><div> </div><div>Zoox also offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.</div>

<p>Zoox is developing the first fully electric autonomous vehicles to support low-carbon transportation and to decrease congestion and reliance on individual car ownership in urban areas.&nbsp;</p>

Senior Data Scientist - Data for Perception Machine Learning

<div><span>We are seeking an experienced and highly skilled data scientist to join the Perception Data and Labeling team.. The team is responsible for training and evaluation data powering the perception (vision, lidar, and other modalities) ML models at Zoox. The candidate will work alongside data ops partners, ML engineers, software developers, and data engineers to improve model performance through high quality human- and auto-labeled data. </span></div><br /><br /><h3>In this role, you will: </h3><ul><li>Define and implement scalable data quality measures across complex, multimodal data labeling pipelines</li><li>Drive data-centric ML model improvements to achieve critical Zoox milestones</li><li>Support an org-wide data ontology and class structure for perception models</li><li>Determine trade-offs and integrations between human-labeled, human-in-the-loop, and zero-shot autolabeled data</li><li>Build metrics to quantify labeling throughput, capacity, and annotator/vendor quality</li></ul><h3>Qualifications:</h3><ul><li>Master's or PhD degree in a field relevant to autonomous driving (computer science, robotics) to the analysis of human data (computational neuroscience, cognitive science) or a related field</li><li>Proficient using data query languages (SQL and/or Spark/scala) to quickly build complex yet efficient data queries at scale and using Python to build production-quality code</li><li>Proficient in exploratory data analysis (EDA) and data visualization to understand and present trends and their implications for the business.</li><li>Background in statistical modeling and analysis; including experience making data-driven decisions that connect point and uncertainty estimates to business impact.</li><li>Experience with data-centric ML development and data curation</li></ul><h3>Bonus Qualifications: </h3><ul><li>Experience with experiment design and statistical comparisons (A/B testing, parametric/non-parametric statistics, etc.)</li><li>Experience with human data collection, including annotation task design</li></ul><br /><div>There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.</div><div> </div><div>Zoox also offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.</div>

Senior Data Scientist - Data for Perception Machine Learning

About the Job

About the Company

Zoox

Similar Jobs

Senior Machine Learning Engineer - Perception Mapping

Senior Machine Learning Engineer - Perception Mapping

Senior Data Scientist - Metrics

Senior Data Scientist - Metrics

Machine Learning Engineer - MLA Perception Offline Driving Intelligence

Machine Learning Engineer - MLA Perception Offline Driving Intelligence

Senior/Staff Machine Learning Engineer - MLA Perception Offline Driving Intelligence

Senior/Staff Machine Learning Engineer - MLA Perception Offline Driving Intelligence

Data Scientist - Perception Verification and Validation

Data Scientist - Perception Verification and Validation

Machine Learning Engineer - Perception Mapping

Machine Learning Engineer - Perception Mapping

Staff Data Scientist - Verification & Validation

Staff Data Scientist - Verification & Validation

Senior Machine Learning Engineer - Scene Intelligence

Senior Machine Learning Engineer - Scene Intelligence

Senior AI Engineer

Senior AI Engineer

Technical Program Manager - Data Operations Lead

Technical Program Manager - Data Operations Lead