The first knowledge hub for data-driven music professionals

We unveil the black boxes of the digital music industry and help artists & music professionals find a new and better way to leverage music data.

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Working with music = Working with data

In 2023, data management and analysis are integrated into most workflows in the music business, turning music data proficiency into an integral component of the music business skill set.


of all music professionals are engaging with data analytics every day


of music business plan to increase their data management & analytics budgets in 2023

The new frontier of investment

Most music companies participating in our yearly survey for 2021 — regardless of their size or vertical — were planning to invest more into music data analytics in 2022

Who we are

Julie Knibbe Photo

Music Tomorrow was founded in 2020 by longtime music industry executive Julie Knibbe. Before launching Music Tomorrow, Julie worked at the bleeding edge of music data more than 8 years — pioneering music recommendation and discovery at Deezer, and leading the product team at Soundcharts.

Today, Music Tomorrow is a dedicated team of music data scientists, analysts and product managers, working hands-on with some of the industry’s most innovative data products, sharing their learnings and knowledge with the music community to help build a more fair and transparent digital music business.

Meet Our Team ⟶

Ready to learn?

Build up your skill set and unlock your next career opportunity with dedicated music data courses.

Discover the Academy ⟶

Music Marketing Data Bootcamp -
Oct 3-26, 2023


Learn the industry context, case studies, and tactics you need to integrate data into your music marketing in a smarter way, no matter what vertical of the music business you work in.


Cherie Hu, Maarten Walraven, Julie Knibbe


Music Recommender Systems Explained


Learn how music discovery algorithms work and including knowledge in marketing plans can boost a song release campaign.


Julie Knibbe


Data-driven Project Pitching for Indie Artists


Learn how to use data to pitch your project and discover artist pitch decks that got people signed to distro/label.


Dmitry Pastukhov

Coming Soon

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