Spotify tech stack

Spotify builds mostly with Python, Java, SQL, JavaScript. Its stack also includes PyTorch, GCP, Google BigQuery, React.js. Python is named in 29 of the 100 job postings Spotify published in the last 12 months (29%). Counted by Alion from the job postings of Spotify, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
97
Postings analysed
100
Open now
47
Modernity
84 /100
New in 6 months
8

What programming languages does Spotify use?

Python is named in 29% of job postings at Spotify, followed by Java (21%), SQL (20%), JavaScript (14%).

Python 29 29% required in 100% · 13 open now · since Mar 2026
Java 21 21% required in 100% · 5 open now · since Dec 2025
SQL 20 20% required in 85% · 12 open now · since May 2026
JavaScript 14 14% required in 71% · 2 open now · since Mar 2026
Scala 11 11% required in 91% · 2 open now · since May 2026
TypeScript 11 11% required in 91% · 2 open now · since Mar 2026
Kotlin 5 5% required in 100% · 2 open now · since Mar 2026
C++ 4 4% required in 100% · 4 open now · since Feb 2026
Show all (13)
Swift3
Go2
Ruby2
Objective-C1
Rust1

What frameworks and libraries does Spotify use?

PyTorch is named in 22% of job postings at Spotify, followed by React.js (11%), Ray (8%), TensorFlow (7%).

PyTorch 22 22% required in 100% · 11 open now · since Apr 2026
React.js 11 11% required in 91% · 2 open now · since Mar 2026
Ray 8 8% required in 100% · 3 open now · since May 2026
TensorFlow 7 7% required in 100% · 2 open now · since Apr 2026
FSDP 6 6% required in 100% · 2 open now · since Jun 2026
Flink 3 3% required in 100% · 1 open now · since Jul 2026
JAX 2 2% required in 100% · 2 open now · since Apr 2026
JOOQ 2 2% required in 100% · since Jul 2026
Show all (17)
Material UI2
Next.js2
NumPy2
Ruby on Rails2
Tailwind CSS2
styled-components2
Bootstrap1
Django1
Exoplayer1

What databases does Spotify use?

Google BigQuery is named in 16% of job postings at Spotify, followed by BigQuery (9%), PostgreSQL (7%), MySQL (2%).

Google BigQuery 16 16% required in 94% · 9 open now · since Dec 2025
BigQuery 9 9% required in 89% · 9 open now · since Dec 2025
PostgreSQL 7 7% required in 100% · 1 open now · since Mar 2026
MySQL 2 2% optional · since Aug 2026
ElasticSearch 1 1% required in 100% · since Jul 2026
Google Bigtable 1 1% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does Spotify use?

GCP is named in 18% of job postings at Spotify, followed by Flyte (9%), AWS (7%), Kubernetes (4%).

GCP 18 18% required in 78% · 5 open now · since Dec 2025
Flyte 9 9% required in 100% · 2 open now · since May 2026
AWS 7 7% required in 57% · 3 open now · since Dec 2025
Kubernetes 4 4% required in 75% · 2 open now · since Jul 2026
Figma 3 3% required in 100% · 2 open now · since Aug 2026
Google GKE 3 3% required in 100% · 1 open now · since Jul 2026
Spark 3 3% required in 100% · 1 open now · since Apr 2026
Tableau 3 3% required in 67% · 3 open now · since Jul 2026
Show all (15)
Airflow2
Azure2
Linux2
Looker2
GitHub1
SIEM1
Windows1

What developer tools does Spotify use?

GraphQL is named in 8% of job postings at Spotify, followed by gRPC (6%), dbt (3%), Canva (2%).

GraphQL 8 8% required in 100% · 1 open now · since Mar 2026
gRPC 6 6% required in 100% · 1 open now · since Dec 2025
dbt 3 3% required in 100% · 2 open now · since Jun 2026
Canva 2 2% required in 100% · 2 open now · since Sep 2026
Flyway 2 2% required in 100% · since Jul 2026
Model Context Protocol 2 2% required in 100% · 1 open now · since Aug 2026
Storybook 2 2% required in 100% · since Jul 2026
Claude Code 1 1% required in 100% · since Aug 2026

What AI and ML technologies does Spotify use?

LLM is named in 16% of job postings at Spotify, followed by LoRA (6%), PEFT (6%), Claude (5%).

LLM 16 16% required in 100% · 6 open now · since Apr 2026
LoRA 6 6% required in 100% · 2 open now · since Jun 2026
PEFT 6 6% required in 67% · 2 open now · since Jun 2026
Claude 5 5% required in 60% · 1 open now · since May 2026
ChatGPT 2 2% required in 100% · 1 open now · since May 2026

Which engineering practices does Spotify ask for?

Machine Learning is named in 43% of job postings at Spotify, followed by AI Agents (18%), Recommender Systems (18%), A/B Testing (11%).

Machine Learning 43 43% required in 100% · 21 open now · since Dec 2025
AI Agents 18 18% required in 100% · 6 open now · since Apr 2026
Recommender Systems 18 18% required in 89% · 7 open now · since Apr 2026
A/B Testing 11 11% required in 100% · 4 open now · since May 2026
Multimodal AI 11 11% required in 100% · 4 open now · since Apr 2026
Fine-tuning 8 8% required in 100% · 3 open now · since Apr 2026
Knowledge Distillation 6 6% required in 100% · 2 open now · since Jun 2026
Reinforcement Learning 6 6% required in 100% · 5 open now · since May 2026
Show all (33)
SFT6
CI/CD5
Computer Vision5
Platform Engineering4
Post-training4
Function Calling3
Human-in-the-Loop3
Prompt Engineering3
Speech Recognition3
DPO2
Diffusion Models2
GRPO2
Model Distillation2
PPO2
RLHF2
Reward Modeling2
Text-to-Speech2
Tool Use2
Agentic Workflows1
Edge AI1
Knowledge Graph1
LLM Guardrails1
Reranking1
Semantic Search1
Semantic Search1

What does each Spotify team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

32 postings
PyTorch22
Python14
Ray8
Flyte7
Google BigQuery7
TensorFlow7

Backend

21 postings
Java15
GCP9
JavaScript7
PostgreSQL7
React.js7
TypeScript7

Data Science

9 postings
SQL9
Python7
Google BigQuery6
BigQuery4
dbt3
Tableau2

Mobile

6 postings
Kotlin4
SQL3
Swift3
C++2
Java2

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How much does Spotify pay by technology?

Median stated pay of the postings that name each technology, against the median of all Spotify postings with stated pay: $235k across 12 postings.

TechnologyPostings with payMedianvs company median
PyTorch5$325k+38%
GCP5$212k−10%
Java5$189k−20%

How is the Spotify stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Diffusion ModelsSep 2026
CanvaSep 2026
AzureSep 2026
FigmaAug 2026
RubyAug 2026
Ruby on RailsAug 2026
MySQLAug 2026
Prompt EngineeringAug 2026
Rising
Java5% → 23%
JavaScript0% → 16%
React.js0% → 12%
TypeScript0% → 12%
Python21% → 32%
GCP11% → 19%
GraphQL0% → 8%
PostgreSQL0% → 8%
Falling
Machine Learning79% → 36%
Multimodal AI42% → 4%
PyTorch42% → 19%
TensorFlow26% → 3%
AI Agents32% → 16%
Recommender Systems26% → 17%

How modern is the Spotify stack?

Cutting-edge AI adopter 84/100

Spotify scores 84 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 5; legacy ones: 0.

How common is the Spotify stack in its industry?

Share of the 1,035 companies in the same industries, whose stack Alion knows, that use each technology.

Python37%
PyTorch8%
Java16%
SQL35%
GCP19%
Google BigQuery11%
LLM21%
JavaScript34%
React.js20%
Scala7%

What sets Spotify apart

Flyte0%
Ray2%
FSDP1%
LoRA1%
PEFT1%
Flink4%
Google GKE3%

Questions about the Spotify tech stack

What programming languages does Spotify use?

The languages named in Spotify job postings are Python (29%), Java (21%), SQL (20%), JavaScript (14%), Scala (11%), as a share of the 100 postings of the last 12 months.

Does Spotify use PyTorch?

Yes. PyTorch is named in 22 of 100 job postings (22%) and required in 22 of them.

What cloud and platforms does Spotify use?

The cloud and platforms named in Spotify job postings are GCP (18), Flyte (9), AWS (7) (postings in brackets).

What skills do you need for a AI/ML job at Spotify?

AI/ML postings at Spotify most often require PyTorch (22), Python (14), Ray (8), Flyte (7), out of 32 postings in the last 12 months.

Is the Spotify tech stack changing?

Yes. Diffusion Models, Canva, Azure, Figma first appeared in Spotify job postings in the last six months.

How modern is the Spotify tech stack?

Spotify scores 84 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 5; legacy ones: 0.

How does Alion know the Spotify tech stack?

Alion reads every job posting Spotify publishes and tags the technologies each one names. The figures on this page count the 100 postings of the last 12 months and were updated on Sep 27, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Spotify tech stack: 97 technologies from 100 job postings", as of Sep 27, 2026. https://alion.io/company/spotify/technologies

Licence: CC BY-SA 4.0JSON