What You Will Do
- Define Metrics and Targets : Develop and implement metrics and targets to measure marketplace efficiency and reliability.
- Data Insights : Generate data-driven insights to prioritize initiatives and influence the product roadmap.
- Data foundation : Work with engineers to build data pipelines and dashboards to monitor performances.
- Experimental Design : Design experiments and inference models to rigorously measure the impact of AV initiatives.
- Modeling and Optimization : Build machine learning and optimization models to understand the impact of autonomous vehicles (AV), and optimize AV utilization and efficiency.
- Collaboration : Work closely with cross-functional teams to enhance user experiences specifically for AV users.
- Stakeholder Engagement : Collaborate with stakeholders to set goals and targets for partners.
- - - - Basic Qualifications ----
- Ph.D., M.S., or Bachelor's degree in Statistics, Economics, Operations Research, Machine Learning, or other quantitative fields.
- Minimum of 1 year of industry experience as a Data Scientist, Applied Scientist, or equivalent.
- Advanced SQL skills.
- Proficiency in exploratory data analysis, statistical inference, experimental design and measurement.
- Proficiency with dashboard and data visualization tools.
- Ability to use Python efficiently for analysis and modeling.
- Experience in modeling in Machine Learning (ML) or optimization.
- - - - Preferred Qualifications ----
- 2+ years of industry experience as a Data Scientist, Applied Scientist, or equivalent, working in a marketplace environment within the technology industry
- Strong communication and stakeholder management skills
- Structured and independent thinking, with the ability to solve ambiguous problems independently.
- Experience in experimental design and analysis (e.g., A/B and market-level experiments), causal inference.
- Experience leading key technical projects and substantially influencing the scope and output of others.
- Entrepreneurial experience in building products from 0 to 1.
For San Francisco, CA-based roles: The base salary range for this role is USD$149,000 per year - USD$165,500 per year.
For Sunnyvale, CA-based roles: The base salary range for this role is USD$149,000 per year - USD$165,500 per year.