Staff Data Scientist, Airbnb
Pricing, Algorithm
$192-243k
More information about location
Community marketplace for holiday accomodation
Job no longer available
Community marketplace for holiday accomodation
1001+ employees
Job no longer available
$192-243k
More information about location
1001+ employees
Company mission
To create a world where anyone can belong anywhere.
Role
Who you are
- Advanced degree (PhD or Masters) in Computer Science, Data Science, Econometrics, Statistics, or a related field
- 9+ years of relevant industry experience (6+ with a PhD). Domain experience in pricing or promotions preferred but not required
- Hands-on ‘builder’ experience in causal machine learning problems. Expert understanding of causal machine learning and reinforcement learning algorithms is a plus
- Strong programming (Python / Scala / Java / C++ or equivalent) skills. Experience with ML technologies such as PyTorch, TensorFlow, Spark, Airflow
- Proven ability to communicate effectively with audiences of varying technical knowledge and seniority (up to Director)
- Prior experience in multi-sided marketplaces is preferred
What the job involves
- You will join a cross-functional team of data scientists, analysts, engineers, product managers, and designers who build pricing and data products for Airbnb hosts.
- You will guide the technical development of next-gen algorithms to improve the Airbnb marketplace for guests and hosts
- You will develop next-generation pricing guidance for hosts, one of Airbnb’s most important growth and monetization levers.
- You will develop algorithms to help millions of new and existing hosts to find prices that work for them.
- You will partner with product, engineering, and design leaders to bring these algorithms to life through product launches and continuous algorithm innovation
- Design and evaluate pricing algorithms using state-of-the-art casual machine learning and/or reinforcement learning techniques
- Write model specifications and scientific documents to clearly communicate ideas to other subject matter experts and cross-functional partners
- Work hand-in-hand with marketplace data science and algorithms engineering teams to develop, implement, and iterate quickly
- Partner with product, engineering, design, and data science teams to align on goals and deliverables. Work hand-in-hand with marketplace data science and algorithms engineering teams to develop, implement, and iterate quickly
- Advance the state-of-the-art for applied causal machine learning within Airbnb
Our take
When Airbnb was originally founded, the product helped customers book air mattresses on people's apartment floors. Since then, Airbnb has had over a billion customers hosted through its platform. With more than 4 million registered hosts worldwide, it has grown into a major player in the hospitality sector.
Airbnb has been successful in disrupting the traditional holiday lettings sector. Before it existed accommodation was limited to hotels and bed and breakfasts, but Airbnb has mainstreamed the idea of renting out spare rooms or even entire homes. It has created a new sector of hosts purchasing properties to rent out on the platform and provides a level of flexibility and a range of offerings not previously possible for travelers.
Perhaps a victim of its own success, by 2022 supply of Airbnb-listed properties began to outstrip demand in some markets, as hosts overestimated the appetite for domestic travel. However, the company is still posting strong financials and has unveiled new tools to support its hosts in a tougher rental market. With a healthy bottom line and a huge user base, Airbnb is very likely to overcome the current market turbulence and continue its growth.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
25% employee growth in 12 months
Company
Funding (last 2 of 10 rounds)
Apr 2020
$500m
GROWTH EQUITY VC
Mar 2017
$447.8m
SERIES F
Total funding: $3.8bn
Company benefits
- Paid volunteer time
- Health food and snacks
- Generous parental and family leave
- Learning and development
- Annual travel and experiences credit
Company HQ
Showplace Square, San Francisco, CA
Leadership
Brian Chesky
(Co-Founder & CEO)Previously an Industrial Designer, studying at Rhode Island School of Design.
Nathan Blecharczyk
(Co-Founder & CSO)Studied Computer Science at Harvard, and had around 4 years of professional Software Engineering experience before founding Airbnb, including interning at Microsoft.
Joe Gebbia
(Co-Founder)Also studied Industrial Design at Rhode Island, and previously founded various design-related startups
Share this job
View 132 more jobs at Airbnb