Staff Data Scientist - Experimentation Platform

Airbnb; United States; Remote; USD 194,000 - 240,000; Full time

Job summary

Airbnb is seeking a Staff Data Scientist for the Experimentation Platform. This role focuses on developing innovative methods for causal measurement and experimentation, collaborating closely with engineering teams. Candidates should have extensive experience in causal inference and strong programming skills, contributing to impactful data science solutions.

Benefits

Bonus and equity options

Employee Travel Credits

Qualifications

• 6+ years experience (with Ph.D) or 8+ years in experimentation/causal inference.
• Proven ability to design analytical solutions to complex problems.
• Publications or presentations in recognized Data Science journals/conferences is a plus.

Responsibilities

• Developing methods and tools for continuous testing and optimization.
• Building out Bayesian inference and bias correction for marketplace experiments.
• Accelerating the iteration cycle for online testing of ML/AI models.

Skills

Programming skills (R, Python, Scala, Java, C++)

Analytical solution design

Communication with technical and non-technical audiences

Education

Advanced degree in quantitative field (Operations Research, Economics, Mathematics, Physics)

Job description

Join to apply for the Staff Data Scientist - Experimentation Platform role at Airbnb

1 week ago Be among the first 25 applicants

Join to apply for the Staff Data Scientist - Experimentation Platform role at Airbnb

Get AI-powered advice on this job and more exclusive features.

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

The mission of the Core Data Science team is to ensure that we are leveraging state-of-the-art science at Airbnb for the highest possible impact on the business and the community. We do that by building reusable tools and models that empower DS teams across the organization and by tackling the most technically challenging, high-impact data science problems the company faces.

The Difference You Will Make

As a Staff Data Scientist working on experimentation and causal inference, you will be partnering closely with the engineering team that owns the experimentation platform to develop the next generation of methods and tooling for Airbnb's unique causal measurement challenges. You will also work closely with Data Practitioners across the company to share best practices and to identify opportunities to improve the experimentation platform.

The keys to success in this role are effective partnerships with engineers and data scientists, a problem-solving mindset, and the ability to connect business/product needs to appropriate technical solutions. Effective experimentation is fundamental to product development and optimization at Airbnb, and this role will be a significant part of its future.

A Typical Day

• Building out Bayesian inference
• Bias correction for marketplace experiments with strong interactions
• Developing surrogate metrics for faster and more accurate experimentation
• Accelerating the iteration cycle for online testing of ML/AI models
• Developing methods and tools for continuous testing and optimization (e.g., bandits)

Your Expertise

• Advanced degree in a quantitative field, e.g., Operations Research, Economics, Mathematics, Physics
• Proven ability to design analytical solutions to complex problems with real-world applications
• 6+ years (with Ph.D) or 8+ years of experience working or doing research in experimentation / causal inference domains
• Strong programming skills (R, Python / Scala / Java / C++ or equivalent)
• Versatility to communicate clearly with both technical and non-technical audiences
• Publications or presentations in recognized Data Science journals/conferences is a plus

Location

This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed with your manager. You must live in a state where Airbnb, Inc. has a registered entity. Check the latest list of excluded states. If your position is employed by another Airbnb entity, your recruiter will inform you of your eligibility.

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.

We strive to provide a disability inclusive application and interview process. If you require reasonable accommodation, contact us at: [e-mail].

How We'll Take Care Of You

Our job titles may span more than one career level. The actual base pay depends on many factors, including experience, skills, and market demands. The base pay range is subject to change. The role may also include bonus, equity, benefits, and Employee Travel Credits.

Pay Range: $194,000—$240,000 USD

Additional Details

• Seniority level: Mid-Senior level
• Employment type: Full-time
• Job function: Engineering and Information Technology
• Industries: Software Development