Senior Data Scientist - Forecasting

New York, NY

Full Time Senior-level / Expert
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Posted 3 weeks ago

We seek an exceptional Senior Data Scientist to join our Forecasting team in New York. This individual will drive the development of cutting-edge models to predict Spotify’s future user growth and content consumption. The output of your models will serve as the basis for the company’s financial forecast as well as provide context for business performance to both internal and external stakeholders. Your work will also help the team create a time series forecasting infrastructure that can be leveraged throughout the company. Above all, you will be at the nexus of data science and business at one of the most innovative companies in the world.
In addition to possessing a strong technical background of their own, the ideal candidate will be a natural communicator who is able to explain complex statistical frameworks to business and engineering teams in both New York and Stockholm. We also have a strong preference for candidates with experience in analyzing and forecasting time series. Accompanying this broad set of responsibilities is exposure to many functional areas, as well as senior management, across Spotify.

What you'll do

  • Take a leading role in the production of Spotify’s public-facing user growth estimates on a quarterly basis.
  • Enrich the suite of our forecasting models by researching and implementing cutting-edge technologies in the field of AI & ML models for time series forecasting.
  • Develop scalable solutions for forecasting Spotify’s growth and work closely with Data Engineering to put your solutions into practice.
  • Contribute to a machine learning framework to measure and predict Spotify user lifetime value metrics.

Who you are

  • Degree in Computer Science/Engineering, Mathematics, Statistics, Economics, Econometrics, or another quantitative field.
  • 5+ years of relevant experience, particularly in forecasting time series using Python, SQL, and/or R.
  • Strong mathematical and statistical understanding of models for time series forecasting.
  • Previous industry experience with frameworks such as Tensorflow and the with data pipeline tools like Apache Beam, Scio, etc., and cloud platforms like GCP or AWS are a plus.
You are welcome at Spotify for who you are, no matter where you come from, what you look like, or what’s playing in your headphones. Our platform is for everyone, and so is our workplace. The more voices we have represented and amplified in our business, the more we will all thrive, contribute, and be forward-thinking! So bring us your personal experience, your perspectives, and your background. It’s in our differences that we will find the power to keep revolutionizing the way the world listens.
Spotify transformed music listening forever when we launched in 2008. Our mission is to unlock the potential of human creativity by giving a million creative artists the opportunity to live off their art and billions of fans the chance to enjoy and be passionate about these creators. Everything we do is driven by our love for music and podcasting. Today, we are the world’s most popular audio streaming subscription service with a community of more than 345 million users.
Job tags: AI AWS Economics Engineering Machine Learning ML Python R SQL TensorFlow
Job region(s): North America
Job stats:  18  2  0
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