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Waymo

Staff Tech Lead, ML Data Infrastructure and Inference Platform

Waymo is hiring a Staff Tech Lead, ML Data Infrastructure and Inference Platform in Mountain View, United States. It pays $251k-$310k a year and Level rates it ; you can apply on Waymo.

Level's read on this job

  • Builds AI ●●●● is how Level rates this role: the job is building AI systems.
  • The posting mentions C, machine learning and distributed systems among its tools and skills.
  • Level classes it as a lead role.
  • Waymo has 365 other open roles on Level.

AI in this role

Lead and build planet-scale ML data infrastructure and inference platforms to power autonomous driving models.

C
machine-learningdistributed-systemsdata-infrastructureinference

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.

The ML Data Infrastructure and Inference Platform team owns the Data as well as the Data infrastructure for all ML Flywheels at Waymo. We do this via a planet scale centralized feature store for all ML training and evaluation, the feature extraction framework as well the inference platform for generating the data via bulk and online inferences. The objective of the team is to deliver data necessary for all our onboard as well Foundation Models to make the ML Flywheel successful and in turn lead to the successful scaling of Waymo. The team is highly collaborative and closely works with all modeling teams within Waymo.

You will:

  • As a Tech Lead you’ll build, lead and contribute to Waymo’s ML data infrastructure platform to enable planet scale ML Flywheel for all ML models at Waymo via data store and data infra ecosystem.
  • Work closely with teams across Waymo both onboard & offboard Foundation models, to understand the data infra needs, data distributions, data quality, data value, freshness and onboard these flywheels onto our planet scale data store and ensure the seamless adoption and guide the development of our infra components.
  • You will closely lead, mentor and guide a team of engineers to build and onboard teams to the infrastructure efficiently.
  • The team has a large surface area and scope in terms of impact, cross team collaboration and direct interaction with ML models at Waymo.

You have:

  • 6+ years of professional experience in the field of software engineering
  • Experience tech leading projects with high cross team collaboration
  • Experience tech leading a team of engineers on complex projects
  • Experience in programming C++
  • Experience with building highly scalable distributed system
  • Experience with ML Data and ML Flywheels

We prefer:

  • Passionate about Data and building ML infra & tools
  • Experience Tech leading projects, cross functional projects
  • Experience with handling large datasets in the order of exabytes
  • Experience building machine learning infrastructure and model hosting / inference infrastructure
  • Experience with production services with high QPS.

#LI-Hybrid

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

How we rate this

Staff Tech Lead, ML Data Infrastructure and Inference Platform at Waymo rates 90 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Machine learningDistributed SystemsData InfrastructureInferenceC

Questions you could be asked

  1. Tell me about a project where machine learning was part of your work. What did you do?
  2. Tell me about a project where distributed systems was part of your work. What did you do?
  3. Tell me about a project where data infrastructure was part of your work. What did you do?
  4. Tell me about a project where inference was part of your work. What did you do?
  5. Walk me through how you've used C in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: Machine learning, Distributed Systems, Data Infrastructure, Inference, and C. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.

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