トレンド企業

Airbnb
Airbnb

Belong anywhere.

Manager, Machine Learning, Community Support Products

職種機械学習
経験リード級
勤務地China
勤務オンサイト
雇用正社員
掲載2ヶ月前
応募する

必須スキル

Machine Learning

Customer Service

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.

The Community You Will Join:

Community Support (CS) has increasingly become a key driver of enabling Airbnb's core business. The Community Support Engineering team is responsible for the world-class technology, architecture, and solutions that power CS at Airbnb. The products and capabilities we build empower our guests and hosts, CS agents, and operations teams around the world.

As part of the CS Product vision, we are leveraging AI to transform how we deliver customer service - combining advanced ML/LLM capabilities with the expertise of our Support Ambassadors to create a seamless, high-quality support experience.

The Difference You Will Make:

As an ML Manager within Community Support Product Engineering in China, you will lead a team of machine learning engineers to research, design, and optimize AI models and services that scale AI-powered products and measurably improve the end-to-end Community Support experience for guests, hosts, and support ambassadors.

What You’ll Do:

*Hire, mentor and guide a dynamic team of highly skilled machine learning engineers, fostering their technical growth and professional development.**Proactively take initiatives to drive for outcomes over the scope of the team.**Build relationships and drive alignment with stakeholders within Community Support and across external teams.**Communicate difficult or complex concepts and decisions clearly and effectively with multiple stakeholders across various functions.*Provides critical guidance and input in prioritization over multiple major projects.

  • Foster rapid development cycles without sacrificing quality, collaborating closely with platform, backend, and frontend engineers to engineer robust ML models and systems that enhance community support initiatives.

  • Uphold Technical Standards: Conduct thorough design and architecture reviews to continually elevate our standards of technical excellence.

Your Expertise:

  • Expertise in ML & AI: Deep knowledge of various machine learning and AI methodologies, including LLMs and non-LLMs, tailored for user-facing products.

  • Leadership in ML Development: Proven experience in leading teams that develop large-scale ML models and systems to improve online user experiences.

  • Management and Mentorship: Strong leadership skills with a track record of nurturing an innovative and collaborative team environment.

  • Communication Excellence: Exceptional verbal and written communication abilities, with a keen eye for detail.

  • Collaborative Spirit: Demonstrated capability to work effectively with stakeholders at all organizational levels, both internally and externally.

  • Problem Solving: Skilled in navigating and resolving ambiguous challenges through proactive and strategic approaches.

  • Educational Background: PhD, or Master's degree in Computer Science, Mathematics, Statistics, or related technical field.

  • Industry Experience: 9+ years of experience in building and shipping AI models and products, including 2+ years of experience with LLMs.

  • Leadership Experience: 2+ years managing machine learning teams that deliver large impact.

  • Technical Proficiency: Expert knowledge of machine learning algorithms and techniques.

  • Continuous Learner: Ability to absorb new concepts quickly and integrate them effectively into business processes.

Your Location

This position is China - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. Your recruiter will inform you what cities you are able to work from depending on your personal legal working identity and Airbnb internal policies.

Our Commitment To Inclusion & Belonging

Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.

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Airbnbについて

Airbnb

Airbnb

Public

An online community marketplace for people to list, discover, and book accommodations through mobile phones or the Internet.

5,001-10,000

従業員数

San Francisco

本社所在地

$75B

企業価値

レビュー

10件のレビュー

3.7

10件のレビュー

ワークライフバランス

3.2

報酬

3.5

企業文化

4.1

キャリア

3.0

経営陣

2.8

68%

知人への推奨率

良い点

Great team culture and colleagues

Flexible work arrangements and remote options

Good benefits and perks

改善点

Work-life balance challenges

Communication issues and lack of direction

Fast-paced and stressful environment

給与レンジ

37件のデータ

Junior/L3

L2

L6

M3

M4

M5

M6

Mid/L4

Principal/L7

Senior/L5

L3

L4

L5

Junior/L3 · Data Scientist L3

0件のレポート

$240,579

年収総額

基本給

-

ストック

-

ボーナス

-

$204,492

$276,666

面接レビュー

レビュー2件

難易度

3.5

/ 5

期間

14-28週間

内定率

50%

体験

ポジティブ 50%

普通 50%

ネガティブ 0%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Technical Phone Screen

5

Onsite/Virtual Interviews

6

Behavioral Interview

7

Offer

よくある質問

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit