Staff Machine Learning Engineer at Spotify

Stockholm, Stockholm County, Sweden

Spotify Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Entertainment, BiotechnologyIndustries

Skills

Key technologies and capabilities for this role

Machine LearningGenerative AINatural Language UnderstandingPersonalizationRecommender SystemsSearchUser RepresentationTechnical Architecture

Questions & Answers

Common questions about this position

What skills and experience are required for the Staff Machine Learning Engineer role?

Candidates need a strong background in machine learning and recommender systems, hands-on experience training and operating transformer models in production, and production experience developing large-scale ML systems in Java, Scala, Python, or similar languages, with PyTorch or TensorFlow as a strong plus.

What will I be doing as a Staff Machine Learning Engineer in Search?

You will define and drive the ML technical strategy for Search, build models for query understanding, personalization, and relevance, collaborate with cross-functional teams, prototype and productionize models at scale, lead high-impact projects, and stay engaged with ML and Search research trends.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What is the salary or compensation for this role?

This information is not specified in the job description.

What kind of team will I be working with?

You will collaborate with a cross-functional agile team spanning user research, design, data science, product management, and engineering.

Spotify

Digital music streaming service with podcasts

About Spotify

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 includes advertisements, 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.

Stockholms kommun, SwedenHeadquarters
2006Year Founded
$2,004.2MTotal Funding
IPOCompany Stage
Consumer Software, EntertainmentIndustries
10,001+Employees

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

Risks

Accidental display of adult content may harm Spotify's reputation.
Creating its own music to avoid royalties could lead to legal issues.
Layoffs may affect Spotify's operational efficiency and employee morale.

Differentiation

Spotify offers a vast library of music and podcasts globally.
The platform's user-friendly interface enhances user experience and engagement.
Spotify's personalized playlists cater to individual user preferences.

Upsides

Spotify's AI-powered Wrapped feature enhances user engagement and personalization.
Expansion into political podcasting taps into new audience segments.
Growing podcast popularity in Africa presents expansion opportunities for Spotify.

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