Staff Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Data Scientist (AI): Evaluating safety-critical AI systems for autonomous vehicles with an accent on statistical methodologies and large-scale data analysis. Focus on designing evaluation frameworks, conducting robust analysis, and informing strategy for system improvement and milestone decisions.
Location: Foster City, CA or Boston, MA. Hybrid work format.
Salary: $256,000 - $307,000 a year (base salary).
Company
is developing a full-stack autonomous vehicle system for cities.
What you will do
- Design evaluation frameworks: Architect statistical methodologies for safety-critical AI systems.
- Conduct robust analysis: Deliver validation evidence to support increasingly complex operations.
- Inform strategy: Deliver clear, data-driven insights to development teams and executive leadership.
- Define metrics: Drive alignment across engineering teams on performance metrics and data extraction strategies.
- Lead the lifecycle: Manage all phases of evaluation including prototyping, requirements capture, design, implementation, and validation.
- Scale pipelines: Partner with engineers to build and maintain scalable data processing and simulation pipelines.
Requirements
- MS or PhD in Statistics, Computer Science, Machine Learning, Applied Mathematics, or related quantitative field.
- Proficiency in Python and SQL with experience in production-quality code.
- Demonstrated expertise in statistical methodologies.
- Experience with large-scale data analysis and statistical modeling.
- Proficiency with Git, unit testing, and collaborative development practices.
Nice to have
- Hands-on experience with production machine learning pipelines.
- Experience with modern data processing technologies such as Apache Spark, Spark SQL, and Databricks.
- Experience with designing metrics and delivering actionable insights that drive business decisions.
Culture & Benefits
- Comprehensive package of benefits, including paid time off, Stock Appreciation Rights, Amazon RSUs, health insurance, and disability insurance.
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