Waymo

Staff Data Scientist, Weather

Waymo$251K — $310K *
Transportation
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Degree in a quantitative field (Statistical methods, Mathematics, Physics)
  • 8+ years of industry experience or 12+ years in data science problem-solving
  • Experience with spatio-temporal data modeling
  • Technical leadership experience
  • Proven ability to work in cross-functional teams fostering a data-driven culture
  • Expertise in advanced statistical methods and familiarity with ML systems/models
  • Proficiency using Python, R, or SQL for data analysis.

Responsibilities

  • Define and maintain rigorous measurement standards for evaluating the Waymo Driver.
  • Build data pipelines utilizing weather-specific data sources to enhance prediction capabilities.
  • Assess the Waymo Driver's performance in extreme weather conditions and report findings to stakeholders.
  • Create scalable analysis frameworks for diverse climate scenarios.
  • Enhance operational processes for managing weather impacts across geographic areas.
  • Collaborate with product and engineering leads to support strategic deployment milestones.
  • Lead and mentor junior data scientists in tackling complex problems through innovative statistical methods.

Benefits

  • Eligibility for Waymo’s discretionary annual bonus program
  • Participation in equity incentive plan
  • Comprehensive employee benefits program
Full Job Description
Rigorous evaluation of the Waymo Driver, including monitoring the performance of Waymo's fleet in the field, is a critical part of scaling our ride hailing service and achieving Waymo's ambitious goals. In this role, you will lead key initiatives for modeling weather patterns and their impact on Waymo's ride hailing service, and streamlining Waymo's operational procedures designed to mitigate weather-related challenges in real time and measuring the performance of the Waymo Driver in adverse weather conditions.

In this hybrid role you will report to the Data Science Lead for Driving Quality & Scope Expansion.

You will:
  • Define and uphold a high bar for measurement rigor. Ensure we can confidently rely on the evaluation signals informing deployment, scaling, and mitigation decisions. Identify and work to resolve any gaps where current evaluation signals are not scaling with Waymo's business or providing the necessary actionability for stakeholders.
  • Build pipelines and models integrating a range of existing and novel weather-specific data sources (1P/2P/3P) to enhance Waymo's weather intelligence and prediction capabilities.
  • Measure the performance of the Waymo driver in adverse/extreme weather conditions (fog, rain, snow, ice, hail, flooding), providing input on Waymo's readiness to scale in challenging weather contexts. Communicate these findings to senior stakeholders.
  • Develop scalable and repeatable analysis frameworks that support multiple climate types, both domestically and internationally.
  • Optimize Waymo's operational processes for addressing adverse/extreme weather across a wide range of geographical territories, making them smarter, more responsive, and more efficient.
  • Develop a deep understanding of Waymo's long-term roadmap, and collaborate with leads in product, engineering, and systems engineering to unlock key deployment milestones. Be an opinionated partner influencing roadmaps for engineering work to improve our measurement capabilities.
  • Be an active technical contributor on the team, as well as a technical lead to junior data scientists. Frame and solve ambiguous problems by scoping technical priorities and innovating on statistical methods. Champion data science excellence and provide constructive technical feedback within the team and across Waymo.

You have:
  • Degree in a quantitative field (e.g. Statistics, Mathematics, Physics).
  • Either a PhD in a quantitative field and 8+ years of industry experience, or 12+ years of industry experience solving data science problems.
  • Experience working with and building models for spatio-temporal data.
  • Experience as a technical lead.
  • Experience working in highly cross-functional teams and championing data-driven culture.
  • Expertise using advanced statistical methods in an applied setting; familiarity with ML systems/models.
  • Demonstrated knowledge of data analysis libraries and packages in Python, R, and/or SQL.

We prefer:
  • PhD in a quantitative, weather-adjacent field (Atmospheric Science, Meteorology, Hydrology, etc.), and/or academic experience developing and applying statistical methods in those fields.
  • Experience working with third-party (e.g., public / private) weather data sources and integrating multiple data sources.
  • Experience solving problems related to weather modeling or prediction.
  • A demonstrated track record of independently driving data science projects to deliver business value.
  • Experience with large-scale evaluation frameworks for software development.


The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.

Waymo employees are also eligible to participate in Waymo's discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.

Salary Range

$251,000-$310,000 USD

About Waymo

Waymo LLC is a self-driving technology development company. It is a subsidiary of Alphabet Inc., the parent company of Google. Waymo develops autonomous driving technology and provides ride-hailing services through its Waymo One program. The company has been testing its self-driving technology on public roads since 2009 and has logged millions of miles of autonomous driving. Waymo has partnerships with several automakers and has been working on developing autonomous trucks for use in logistics.
Learn more about Waymo
Size
2,000 employees
Industry
Founded
2009

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