Full-Time

Machine Learning Engineer

Content Understanding

Posted on 12/20/2024

Spotify

Spotify

10,001+ employees

Digital music streaming service with podcasts

Consumer Software
Entertainment

Compensation Overview

$136.9k - $195.5kAnnually

+ Equity

Mid, Senior

New York, NY, USA

Hybrid position based in New York City.

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Agile
Python
Apache Beam
Tensorflow
Product Management
Pytorch
Apache Spark
SQL
Java
AWS
Scala
C/C++
Data Analysis
Google Cloud Platform
Requirements
  • You have professional experience in applied machine learning
  • Extensive experience working in a product and data-driven environment (Python, Scala, Java, SQL, or C++, with Python experience required) and cloud platforms (GCP or AWS).
  • You have some hands-on experience implementing or prototyping machine learning systems at scale
  • You have experience architecting data pipelines and are self-sufficient in getting the data you need to build and evaluate models, using tools like Dataflow, Apache Beam, or Spark.
  • You care about agile software processes, data-driven development, reliability, and disciplined experimentation
  • You have experience and passion for fostering collaborative teams
  • Experience with TensorFlow, pyTorch, and/or Google Cloud Platform is a plus
  • Experience with building data pipelines and getting the data you need to build and evaluate your models, using tools like Apache Beam / Spark is a plus
Responsibilities
  • Build production systems that enrich and improve our listeners’ experience on the platform
  • Contribute to designing, building, evaluating, shipping, and refining Spotify’s product by hands-on ML development
  • Prototype new approaches and production-ize solutions at scale for our hundreds of millions of active users
  • Help drive optimization, testing, and tooling to improve quality
  • Perform data analysis to establish baselines and inform product decisions
  • Collaborate with a cross functional agile team spanning design, data science, product management, and engineering to build new technologies and features

Spotify provides a digital music streaming service that allows users to access millions of songs and podcasts from various artists and creators. Users can choose between a free plan, which is supported by ads, and a premium subscription that offers an ad-free experience along with features like offline listening and higher sound quality. This tiered model caters to different user preferences and budgets. Spotify generates revenue through subscription fees from premium users and advertising from the free tier. Unlike its competitors, Spotify stands out with its extensive music library, user-friendly interface, and personalized playlists. The company's goal is to connect listeners with a wide range of audio content while supporting artists and advertisers.

Company Stage

IPO

Total Funding

$2B

Headquarters

Stockholms kommun, Sweden

Founded

2006

Growth & Insights
Headcount

6 month growth

2%

1 year growth

13%

2 year growth

11%
Simplify Jobs

Simplify's Take

What believers are saying

  • Spotify's D.C. expansion leverages podcasts' growing political influence.
  • AI-powered podcasts enhance Spotify Wrapped, offering unique user experiences.
  • Audiobook success in New Zealand suggests a growing market for Spotify.

What critics are saying

  • Dependency on Google's NotebookLM may pose risks if the partnership dissolves.
  • AI storytelling in Wrapped could lead to privacy concerns among users.
  • Spotify's political podcasting may expose it to political bias accusations.

What makes Spotify unique

  • Spotify's AI-powered podcasts enhance user engagement and attract tech-savvy audiences.
  • Localized content strategies, like Kenyan podcasts, drive regional user engagement.
  • AI storytelling in Wrapped differentiates Spotify, increasing user retention.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Extensive learning opportunities, through our dedicated team, GreenHouse

Global parental leave, six months off - fully paid - for all new parents

Flexible public holidays, swap days off according to your values and beliefs

Flexible share incentives letting you choose how you share in our success

All The Feels, our employee assistance program and self-care hub

Spotify On Tour, join your colleagues on trips to industry festivals and events