Senior Web Software Engineer - Data Science Prototyping
The Community You Will Join:
The Data Science team works closely with partners from Design, Product and Engineering across Airbnb’s product portfolio. Our work involves 0-to-1 innovation, applying sophisticated modeling techniques to critical Airbnb problems and finding new ways to leverage science for the good of the Airbnb community. Web prototypers work with Data Scientists to identify key questions during the development of these new solutions and build software prototypes that answer them. The work of DS prototyping covers everything from designing the right data visualization to focused explorations that help solve key design questions to broad explorations that help validate ideas.
The Difference You Will Make:
This role is focussed on partnering with the Data Science team to develop prototypes that show the potential of new data models targeting critical business and user problems. Step change advances in ML/AI have the potential to transform Airbnb, but doing that well requires not just building the right models, but also creating the right experience -- your work will be critical in enabling us to do that.
Sophisticated and impactful models are often complex and hard to understand -- by building effective prototypes you can help close that gap and allow innovation to flourish. Your prototypes will enable leadership to make critical and strategic business decisions by demonstrating technical feasibility, suggesting implementation approaches, enabling user studies, and more.
A Typical Day:
As a web prototyper, you will create prototypes that enable differentiating and industry-leading product enhancements and introduce the application of advanced and emerging technologies. In this role you will:
Co-develop prototypes with Data Scientists, partnering with them to talk through proposed data models, identify open questions, and plan the most effective ways to answer those questions and showcase the results to various stakeholders.
Choose implementation approaches that strike an appropriate balance between speed and realism that will enable your prototypes to provide answers with sufficient confidence as quickly as possible
Build APIs that provide data from backend systems for use in your own and in other prototypes
Guide data scientists in building their own prototypes to address their open questions and demonstrate the value of proposed solutions
Your Expertise:
6+ years of experience in a hands-on web development role, particularly front-end development
Strong understanding of data visualization fundamentals
Expertise with TypeScript/JavaScript/React and low-level data visualization frameworks like d3/visx or webgl
Experience building custom interactions and novel user interface components
Strong communication skills and experience working closely with data scientists and/or ML engineers
[Bonus] Prior experience in a prototyping role
Your Location:
This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please check back with us if the state you live in is on the exclusion list. If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.
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 also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: reasonableaccommodations@airbnb.com. Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process.
We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.
About the job
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Senior Web Software Engineer - Data Science Prototyping
The Community You Will Join:
The Data Science team works closely with partners from Design, Product and Engineering across Airbnb’s product portfolio. Our work involves 0-to-1 innovation, applying sophisticated modeling techniques to critical Airbnb problems and finding new ways to leverage science for the good of the Airbnb community. Web prototypers work with Data Scientists to identify key questions during the development of these new solutions and build software prototypes that answer them. The work of DS prototyping covers everything from designing the right data visualization to focused explorations that help solve key design questions to broad explorations that help validate ideas.
The Difference You Will Make:
This role is focussed on partnering with the Data Science team to develop prototypes that show the potential of new data models targeting critical business and user problems. Step change advances in ML/AI have the potential to transform Airbnb, but doing that well requires not just building the right models, but also creating the right experience -- your work will be critical in enabling us to do that.
Sophisticated and impactful models are often complex and hard to understand -- by building effective prototypes you can help close that gap and allow innovation to flourish. Your prototypes will enable leadership to make critical and strategic business decisions by demonstrating technical feasibility, suggesting implementation approaches, enabling user studies, and more.
A Typical Day:
As a web prototyper, you will create prototypes that enable differentiating and industry-leading product enhancements and introduce the application of advanced and emerging technologies. In this role you will:
Co-develop prototypes with Data Scientists, partnering with them to talk through proposed data models, identify open questions, and plan the most effective ways to answer those questions and showcase the results to various stakeholders.
Choose implementation approaches that strike an appropriate balance between speed and realism that will enable your prototypes to provide answers with sufficient confidence as quickly as possible
Build APIs that provide data from backend systems for use in your own and in other prototypes
Guide data scientists in building their own prototypes to address their open questions and demonstrate the value of proposed solutions
Your Expertise:
6+ years of experience in a hands-on web development role, particularly front-end development
Strong understanding of data visualization fundamentals
Expertise with TypeScript/JavaScript/React and low-level data visualization frameworks like d3/visx or webgl
Experience building custom interactions and novel user interface components
Strong communication skills and experience working closely with data scientists and/or ML engineers
[Bonus] Prior experience in a prototyping role
Your Location:
This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please check back with us if the state you live in is on the exclusion list. If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.
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 also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: reasonableaccommodations@airbnb.com. Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process.
We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.