drjobs Staff, Advanced Analytics, Community Support

Staff, Advanced Analytics, Community Support

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1 Vacancy
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Job Location drjobs

San Francisco, CA - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

The Community You Will Join:

We are looking for an Advanced Analytics Lead to help Airbnb enable travel for our millions of guests and hosts on our platform. This role will sit under the Advanced Analytics family and support Product and Business leaders within our CS organization.

The Difference You Will Make:

  • Data thought partner to product and business leaders across teams through providing insights recommendations and enabling data informed decisions
  • Drive day to day analytics and create scalable data tools
  • Identify pain points in traveling and hosting and work with product leadership to improve experiences for our guest host and agent community

In addition you will leverage Airbnbs rich and unique data state-of-art machine learning infrastructure and other central data science tools to build and grow the measurement capacity within the organization. You will also be deeply involved in the technical details of the various systems we build and will have the opportunity to collaborate with a strong team of engineers product managers designers and operations agents to achieve shared cross-functional goals to help keep Airbnbs community safe and trusted.

  • You are passionate about solving complex problems within the Community support domain with data & insights; adding a new perspective to existing solutions and making business decisions based on careful and thoughtful analysis
  • You are highly proficient in building and analyzing analytical frameworks statistical models and experimentation methods to establish and communicate causal relationships
  • You are a storyteller who uses complex data and insights to frame narratives to bring others along the journey

A Typical Day:

  • Drive measurements around LLMs to determine accuracy & produce actionable insights. Setup experiments & setup end to end launch of AI assistance.
  • Lead and drive data-driven roadmaps for the CS working groups. Recommend actionable solutions backed by data and metrics to product problems with the ability to effectively communicate with Product Operations & Engineering managers of varying technical levels
  • Build the business insights & reporting platform to detect and support the driving efficacy and efficiency of behaviors and product interfaces and processes across CS platform and contact center network
  • Perform data modeling of the various entities and using tools & frameworks for optimizing community and agent experiences
  • Defining and evaluating key metrics in an unstructured problem space including measurement of the ML models that drive product development. Communicating a robust understanding of what moves these metrics and why
  • Influence data-driven decisions across business verticals in day-to-day via business reviews scorecards self-serve portal OKRs and planning among others
  • Influence experimentation & measurement strategies; conduct power analyses define exit criteria and use statistical models to improve inference. Your expertise in causal inference as well as passion for the subject matter will help you address this unstructured space

Your Expertise:

  • A minimum of 10 years of industry experience in business analytics and a degree (Masters or PhD is a plus) in a quantitative field (e.g. Statistics Econometrics Computer Science Engineering Mathematics Data Science Operations Research).
  • Have experience in ML & digital AI products - chatbot LLMs search & personalization expertise
  • Have experience supporting community support and/or have worked closely with operations teams
  • Expert skills in SQL and expert in at least one programming language for data analysis (Python or R). Experience with non-experimental causal inference methods experimentation and machine learning techniques ideally in a multi-sided platform setting
  • Working knowledge of schema design and high-dimensional data modeling (ETL framework like Airflow)
  • Ability to work under conditions of ambiguity in a fast-growth sometimes uncertain and complex environment - comfortable acting with minimal planning direction and supervision. You can identify issues both within and outside of your immediate scope and propose solutions.

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: . Please include your full name the role youre 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.

Employment Type

Full-Time

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