I'm one of those odd people that stumbled into the obsession they never knew they had then made a career out of it and I've loved every minute ever since. I am absolutely enthralled by the process of solving one of the biggest business problems facing every company today: Human Capital Management.
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Data Science/AI/Machine Learning
$0.00 - $0.00
United States, CA - 94016
The Decision Science team drives data-driven strategy and decision making across the company through predictive analytics, testing and optimization. We work on a wide variety of problems. We drive product prioritization and inform business strategy by developing a deep understanding of our users and clients. We work with Product team to build and refine data products, such as personalization to power the site and internal products, such as fraud detection, to improve our business efficiencies. We work with Sales team to score and prioritize leads, with Marketing team to build media models, optimize spend to increase pipeline, with Marketplace to understand elasticity of supply and demand, and work with Finance and Business Operations teams on financial planning and forecasting. If gaining exposure to a wide variety of business functions across a fast-growing company excites you, this is the place to be.
A sampling of projects you could work on:
Use predictive modeling techniques to reveal causal relationships of customer success
Leverage data to help us improve jobs posting performance and translate that into strategic recommendations
Collaborate on longer-term marketplace strategy, identifying areas for improvement, new product offerings, and go-to-market approaches
Construct models and define KPIs that allow us to better understand marketplace dynamics
Conceptualize and build data models, tools, and dashboards that empower stakeholders, enabling them to access data and draw insights in a self-serve manner
Manage A/B testing across mobile web and app platforms to continuously improve engagement and feature-test new product offerings
Develop and own key metrics and KPIs to better understand, monitor, and track, marketplace performance
The Sr. Data Scientist will work within the Decision Science team and partner with Business Operations, Acquisition Marketing and PMs to help define, build, prioritize and optimize the best products and experiences for our users and customers. In this role, you will be focused on creatively solving for jobs marketplace inefficiencies and shaping our programmatic ads strategy through deep dive advanced analyses to meet our users and customers needs. We are highly data driven in how we set product direction and optimize product features.
The ideal candidate will be extremely analytical and demonstrate strong business judgment. You thrive on data, analyses and insights. You ask deep business questions, generate dozens of ideas to solve them, rapidly test them and close your analyses with a solid recommendation. You are extremely results driven.
This role is 20% ML and 80% DA.
3+ years of quantitative experience, ideally in an Internet company
Degree in a quantitative field (statistics, operations research, math, etc.) with strong experience in data & business analysis
No less than expert level usage of SQL & Excel
Must have some experience in R or Python
Some experience with analyzing logs; experience with Hive / Pig is a big plus
Strong visualization skills and experience with BI tools (ex. Tableau)
Thorough knowledge of statistics and some A/B test experience
Strong presentation skills.
You are able to confidently distill and present insights to senior management