ML Validation Data Scientist - Perception
ML Validation Data Scientist - Perception
Posted on :
13-04-2025
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1 Vacancy
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Monthly Salary
Not Disclosed
Salary Not Disclosed
Vacancy
1 Vacancy
Posted on :
13-04-2025
Job Description
You will be part of a team building stateoftheart Artificial Intelligence (AI) solutions for the Zoox autonomous driving Perception stack. As a member of the Perception team you will be part of the eyes and ears of the Zoox autonomous driving stack deploying stateoftheart AI solutions to ensure safe and effective driving.
We are seeking a highly skilled and experienced Data Scientist to join our Perception Verification & Validation team. The team is responsible for verifying and validation the Perception stack of our Autonomous Driving system. In this role you will develop data analyses and models to evaluate and improve the quality and efficiency of Zooxs Perception Validation process. Youll work closely with perception engineers metrics engineers and machine learning engineers to define key performance metrics build validation pipelines and ensure our AIdriven Perception stack operates safely and effectively in real world conditions. Think you have what it takes to build the best Machine Learning systems on this planet Come join us!
In this role you will:
- Use multimodal data from across the company to develop models and strategies that improve the speed and quality of our perception validation process
- Analyze largescale data from perception metric results to introspect the perception stacking understanding trends and key failure modes
- Collaborate crossfunctionally with perception engineers metrics engineers and machine learning engineers including presenting results and insights to leadership.
- Work with infrastructure teams to deploy models that operate on TBs of data including monitor performance over time
- Support development of new metrics and statistical validation approaches
Qualifications
- Masters or PhD degree in Computer Science Statistics Mathematics or a related field
- 7 years of experience in a data science or related field
- Experience with production Machine Learning pipelines including dataset creation training frameworks model validation and monitoring
- Proficient with data query languages (SQL or Spark/scala) and Python data science and machine learning frameworks
- Proficient in exploratory data analysis (EDA) and data visualization
Bonus Qualifications
- Experience in autonomous driving perception systems or safetycritical computer vision applications
- Experience using LLMs or agentbased models to meaningfully improve business objectives while maintaining trustworthy and quality results
- Strong background in statistical modeling and analysis
Compensation
There are three major components to compensation for this position: salary Amazon Restricted Stock Units (RSUs) and Zoox Stock Appreciation Rights. The salary will range from$$192000$$260000. A signon bonus may be part of a compensation package. Compensation will vary based on geographic location jobrelated knowledge skills and experience.
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 longterm care insurance longterm and shortterm disability insurance and life insurance.
About Zoox
Zoox is developing the first groundup fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics machine learning and design Zoox aims to provide the next generation of mobilityasaservice in urban environments. Were looking for top talent that shares our passion and wants to be part of a fastmoving and highly executionoriented team.
Accommodations
If you need an accommodation to participate in the application or interview process please reach out to or your assigned recruiter.
A Final Note:
Employment Type
Remote
Key Skills
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