Jobs
Required Skills
Machine Learning
AI Engineering
Online Experimentation
Python
Time-series modeling
Our mission on the Advertising Product & Technology team is to build a next generation advertising platform that aligns with our unique value proposition for audio and video. We work to scale the user experience for hundreds of millions of fans and hundreds of thousands of advertisers. This scale brings unique challenges as well as tremendous opportunities for our artists and creators.
We are seeking a Machine Learning Engineer with expertise in machine learning model development, AI engineering, online experimentation techniques, and large-scale engineering systems. This role will lead strategic initiatives and projects within Ads Forecasting.
The Ads Forecasting squad focuses on building and maintaining the models and systems that predict future ad inventory,demand, and performance across Spotify's platform. By leveraging data and experimentation, we aim to provide accurate, timely forecasts that drive key business decisions, optimize ad delivery, and ensure the long-term health of our advertising business. We operate on the cutting edge of both machine learning and AI engineering, employing both in-house first party models developed through traditional machine learning and state-of-the-art time-series and predictive modeling techniques.
We are looking for someone who is motivated by user and business problems as much as they are by technical problems, and who enjoys ambiguity, brainstorming, experimentation, and iteration. You will work in close collaboration with key stakeholders across engineering, product, business, and leadership teams to build the most impactful solutions for our Spotify listeners and business partners.
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About Spotify

Spotify
PublicSpotify is a Swedish audio streaming and media service provider founded in April 2006 by Daniel Ek and Martin Lorentzon. As of December 2025, it was one of the largest providers of music streaming services, with over 751 million monthly active users comprising 290 million paying subscribers.
5,001-10,000
Employees
Stockholm
Headquarters
Reviews
4.0
25 reviews
Work Life Balance
4.2
Compensation
3.8
Culture
4.0
Career
3.9
Management
3.7
72%
Recommend to a Friend
Pros
Great company culture and amazing people
Supportive management and professional growth opportunities
Creative and innovative work environment
Cons
Job insecurity and recent layoffs
Management inconsistency and lack of transparency
Limited internal career mobility
Salary Ranges
3 data points
Junior/L3
Senior/L5
Staff/L6
Junior/L3 · Associate Data Scientist
0 reports
$142,458
total / year
Base
-
Stock
-
Bonus
-
$121,089
$163,827
Interview Experience
5 interviews
Difficulty
3.0
/ 5
Duration
14-28 weeks
Offer Rate
40%
Experience
Positive 40%
Neutral 60%
Negative 0%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Online Coding Round
5
Onsite/Virtual Interviews
6
Offer
Common Questions
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
System Design
Culture Fit
News & Buzz
Analyst sees mature streaming market, but pricing could drive Spotify Technology SA (SPOT) growth - MSN
Source: MSN
News
·
5w ago
Spotify GC Moves Over To SiriusXM As CLO - Law360
Source: Law360
News
·
5w ago
Spotify has a group messaging feature now - Engadget
Source: Engadget
News
·
5w ago
Spotify paid $11B in royalties, but artists see fraction - The Tech Buzz
Source: The Tech Buzz
News
·
5w ago