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职位Uber

Machine Learning Engineer II - Marketplace Pricing & Incentives

Uber

Machine Learning Engineer II - Marketplace Pricing & Incentives

Uber

San Francisco, CA

·

On-site

·

Full-time

·

2w ago

About the Role:

Uber Marketplace is at the core of Uber's business, and Mobility Simulation and Planning is a critical component of Marketplace. The team's mission is to drive the growth and efficiency of the marketplace while optimizing revenue through pricing and incentives simulation and optimization. The role will provide an opportunity to work on some of the most challenging marketplace problems at Uber's scale that directly impact Uber's global business.

What You'll Do:

In this role, you will develop and implement ML and optimization solutions to enhance pricing and incentive efficiency, while optimizing interactions with other marketplace components.

Key responsibilities include:

  • Leading the design and implementation of ML-driven solutions to meet business requirements.

  • Managing end-to-end project execution, from scoping and offline evaluation to experimentation, production, and post-launch monitoring.

  • Developing and refining ML models and optimization algorithms to improve simulation accuracy and overall performance.

  • Collaborating with cross-functional teams, including product, operations, and science partners.

  • Basic Qualifications

  • 2+ years of experience in an ML/optimization role, or a PhD in a relevant field (CS, OR, EE, Statistics, etc.)

  • Expertise in machine learning and optimization algorithms

  • Experience with ML frameworks

  • Proficiency in at least one coding language such as Python, Go, or Java

  • Strong communication skills and ability to work effectively with cross-functional partners

  • Strong sense of ownership to drive projects end-to-end

Preferred Qualifications:

  • Experience in translating ambiguous business problems into structured, principled technical solutions

  • Experience in developing and deploying optimization algorithms in production

  • Experience in causal inference and experimental design

  • Experience in evaluating ML models in a production environment

  • For San Francisco, CA-based roles: The base salary range for this role is USD**$171,000 per year**

  • USD**$190,000 per year**.

  • For Sunnyvale, CA-based roles: The base salary range for this role is USD**$171,000 per year**

  • USD**$190,000 per year**.

For all US locations, you will be eligible to participate in Uber's bonus program, and may be offered an equity award & other types of comp. All full-time employees are eligible to participate in a 401(k) plan. You will also be eligible for various benefits. More details can be found at the following link https://jobs.uber.com/en/benefits.

Uber's mission is to reimagine the way the world moves for the better. Here, bold ideas create real-world impact, challenges drive growth, and speed fuels progress. What moves us, moves the world - let's move it forward, together.

Uber is proud to be an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you have a disability or special need that requires accommodation, please let us know by completing this form.

Offices continue to be central to collaboration and Uber's cultural identity. Unless formally approved to work fully remotely, Uber expects employees to spend at least half of their work time in their assigned office. For certain roles, such as those based at green-light hubs, employees are expected to be in-office for 100% of their time. Please speak with your recruiter to better understand in-office expectations for this role.

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关于Uber

Uber

Uber

Public

Uber develops, markets, and operates a ride-sharing mobile application that allows consumers to submit a trip request.

10,001+

员工数

San Francisco

总部位置

$120B

企业估值

评价

3.7

10条评价

工作生活平衡

3.2

薪酬

4.0

企业文化

4.1

职业发展

3.4

管理层

2.8

68%

推荐给朋友

优点

Good compensation and pay

Flexible hours and schedule

Great team culture and colleagues

缺点

Long hours and tight deadlines

High pressure and stressful environment

Poor management and lack of support

薪资范围

15,354个数据点

Junior/L3

Mid/L4

Senior/L5

Staff/L6

Junior/L3 · Data Scientist L3

0份报告

$145,456

年薪总额

基本工资

-

股票

-

奖金

-

$123,638

$167,274

面试经验

5次面试

难度

3.0

/ 5

时长

14-28周

录用率

40%

体验

正面 80%

中性 20%

负面 0%

面试流程

1

Application Review

2

Online Assessment

3

Recruiter Screen

4

Technical Phone Screen

5

Case Study/Analytics Test

6

Final Loop/Panel Interview

7

Offer

常见问题

Coding/Algorithm

System Design

Behavioral/STAR

Case Study

Technical Knowledge