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채용Waymo

Director of AI Foundations, Foundation Model Evaluation & Integration

Waymo

Director of AI Foundations, Foundation Model Evaluation & Integration

Waymo

Mountain View, CA, USA; San Francisco, CA, USA

·

On-site

·

Full-time

·

1mo ago

보상

$332,000 - $421,000

복지 및 혜택

Equity

401(k)

필수 스킬

Machine Learning

Software Engineering

ML Systems Optimization

Team Leadership

Strategic Planning

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 mission of the Waymo AI Foundations team is to develop machine learning solutions addressing open problems in autonomous driving, towards the goal of safely operating Waymo vehicles in dozens of cities and under all driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation.

This role follows a hybrid work schedule and you will report to the Vice President, AI Foundations.

You will:

  • Be accountable for the productive integration of the Foundation Model Teacher setups developed by the AIF and ML Infra teams into customer student team frameworks, and for maintaining these integrations

  • Working with customers to understand their needs and working backwards from those needs

  • Optimize the teacher / student model distillation process, model inference footprints and sampling techniques to fit compute constraints

  • Define and implement metrics and evaluation infrastructure necessary for evaluating Waymo Foundation Models

  • Develop frameworks and approaches that power data ‘Data Flywheel‘ mining and annotation applications using Foundation Models training and evaluation, using Waymo data and also third party data

You have:

  • Machine learning expertise, with a track record of contributing to large scale ML production systems and their development cycle

  • Software engineering infrastructure experience. Technical ability to dive deep into complex systems, infrastructure, algorithms, and modeling techniques

  • Experience with evaluating and optimizing large scale ML / AI systems

  • Experience of leading engineering teams of 10+

  • Hired and developed world class managers and scientists

  • Strong communication and planning skills (e.g. building 12 month roadmaps)

  • Strong cross-organization collaboration skills

We prefer:

  • Direct experience developing large pre-trained foundational models (LLM / VLM / Video models)

  • Experience across multiple ML applications (e.g. natural language processing and vision) in multiple settings (e.g. founded a successful startup and lead a significant team at a FAANG company)

  • Has experience with the dev-ops side of ML models (e.g. model training latency, regression prevention)

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**$332,000—$421,000 USD**

총 조회수

0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

Waymo 소개

Waymo

Waymo

Series C

Waymo LLC is an American autonomous driving technology company headquartered in Mountain View, California. It is a subsidiary of Alphabet Inc., Google's parent company.

1,001-5,000

직원 수

Mountain View

본사 위치

$200B

기업 가치

리뷰

4.2

10개 리뷰

워라밸

2.8

보상

4.1

문화

4.3

커리어

3.5

경영진

3.8

78%

친구에게 추천

장점

Supportive and collaborative team environment

Innovative and cutting-edge technology projects

Competitive salary and excellent benefits

단점

Fast-paced environment can be stressful

Work-life balance challenges

High pressure and overwhelming workload

연봉 정보

310개 데이터

Mid/L4

Mid/L4 · Program Manager

36개 리포트

$246,923

총 연봉

기본급

$172,171

주식

$54,417

보너스

$20,335

$168,521

$373,627

면접 경험

5개 면접

난이도

3.6

/ 5

소요 기간

14-28주

합격률

60%

경험

긍정 40%

보통 60%

부정 0%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Round

5

Onsite/Virtual Interviews

6

Final Round

자주 나오는 질문

Coding/Algorithm

Machine Learning

System Design

Behavioral/STAR

Technical Knowledge