Spotify
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Spotify tech stack

Spotify builds mostly with Python, Java, SQL, Scala. Its stack also includes GCP, Google BigQuery, PyTorch, React.js. Python is named in 39 of the 144 job postings Spotify published in the last 12 months (27%). Counted by Alion from the job postings of Spotify, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
110
Postings analysed
144
Open now
47
Modernity
85 /100
New in 6 months
8

What programming languages does Spotify use?

Python is named in 27% of job postings at Spotify, followed by Java (24%), SQL (20%), Scala (12%).

Python 39 27% required in 97% · 15 open now · since Mar 2026
Java 34 24% required in 97% · 9 open now · since Dec 2025
SQL 29 20% required in 86% · 10 open now · since May 2026
Scala 17 12% required in 94% · 4 open now · since May 2026
JavaScript 16 11% required in 63% · 2 open now · since Mar 2026
TypeScript 14 10% required in 93% · 3 open now · since Mar 2026
Kotlin 6 4% required in 100% · 1 open now · since Mar 2026
C++ 5 3% required in 100% · 2 open now · since Feb 2026
Show all (13)
Go4
Swift3
Ruby2
Objective-C1
Rust1

What frameworks and libraries does Spotify use?

PyTorch is named in 17% of job postings at Spotify, followed by React.js (9%), Ray (6%), FSDP (5%).

PyTorch 24 17% required in 100% · 9 open now · since Apr 2026
React.js 13 9% required in 92% · 2 open now · since Mar 2026
Ray 9 6% required in 100% · 2 open now · since May 2026
FSDP 7 5% required in 100% · 1 open now · since Jun 2026
TensorFlow 7 5% required in 100% · 2 open now · since Apr 2026
Flink 5 3% required in 100% · 3 open now · since Jul 2026
JAX 2 1% required in 100% · 2 open now · since Apr 2026
JOOQ 2 1% 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 19% of job postings at Spotify, followed by PostgreSQL (6%), Apache Iceberg (1%), Google Bigtable (1%).

Google BigQuery 27 19% required in 93% · 9 open now · since Dec 2025
PostgreSQL 8 6% required in 100% · 1 open now · since Mar 2026
Apache Iceberg 2 1% required in 100% · 2 open now · since Sep 2026
Google Bigtable 2 1% required in 100% · since Dec 2025
Snowflake 2 1% required in 100% · 2 open now · since Sep 2026
MySQL 2 1% optional · since Aug 2026
ElasticSearch 1 1% required in 100% · since Jul 2026
Trino 1 1% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Spotify use?

GCP is named in 19% of job postings at Spotify, followed by Flyte (8%), AWS (6%), Kubernetes (4%).

GCP 27 19% required in 81% · 7 open now · since Dec 2025
Flyte 11 8% required in 100% · 1 open now · since May 2026
AWS 8 6% required in 63% · 2 open now · since Dec 2025
Kubernetes 6 4% required in 67% · 3 open now · since Jul 2026
Spark 5 3% required in 100% · 2 open now · since Apr 2026
Figma 4 3% required in 100% · 3 open now · since Aug 2026
Google GKE 4 3% required in 100% · 1 open now · since Jul 2026
Tableau 4 3% required in 75% · 1 open now · since Jul 2026
Show all (18)
Airflow3
Azure2
Databricks2
Linux2
Looker2
Apache Kafka1
Apollo1
GitHub1
SIEM1
Windows1

What developer tools does Spotify use?

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

GraphQL 9 6% required in 100% · 1 open now · since Mar 2026
gRPC 8 6% required in 100% · since Dec 2025
dbt 5 3% required in 100% · 2 open now · since Jun 2026
Model Context Protocol 3 2% required in 100% · 2 open now · since Aug 2026
Canva 2 1% required in 100% · 2 open now · since Sep 2026
Flyway 2 1% required in 100% · since Jul 2026
Microsoft Excel 2 1% required in 100% · since Sep 2026
Storybook 2 1% required in 100% · since Jul 2026
Show all (14)
Claude Code1
Copilot1
Cursor1
Lovable1
Rest API1
kubectl1

What AI and ML technologies does Spotify use?

LLM is named in 14% of job postings at Spotify, followed by LoRA (5%), PEFT (5%), Claude (4%).

LLM 20 14% required in 100% · 5 open now · since Apr 2026
LoRA 7 5% required in 100% · 1 open now · since Jun 2026
PEFT 7 5% required in 57% · 1 open now · since Jun 2026
Claude 6 4% required in 67% · 1 open now · since May 2026
ChatGPT 2 1% required in 100% · since May 2026

Which engineering practices does Spotify ask for?

Machine Learning is named in 40% of job postings at Spotify, followed by Recommender Systems (17%), A/B Testing (14%), AI Agents (12%).

Machine Learning 57 40% required in 100% · 17 open now · since Dec 2025
Recommender Systems 25 17% required in 92% · 7 open now · since Apr 2026
A/B Testing 20 14% required in 100% · 7 open now · since May 2026
AI Agents 17 12% required in 100% · 6 open now · since Apr 2026
Multimodal AI 13 9% required in 100% · 5 open now · since Apr 2026
Fine-tuning 9 6% required in 100% · 1 open now · since Apr 2026
Knowledge Distillation 7 5% required in 100% · 1 open now · since Jun 2026
SFT 7 5% required in 100% · 1 open now · since Jun 2026
Show all (35)
Reinforcement Learning6
CI/CD5
Computer Vision5
Human-in-the-Loop4
Post-training4
Prompt Engineering4
Function Calling3
IAM3
Model Distillation3
Platform Engineering3
Speech Recognition3
Agentic Workflows2
DPO2
Diffusion Models2
GRPO2
PPO2
RLHF2
Reward Modeling2
Text-to-Speech2
Context Engineering1
Embeddings1
Knowledge Graph1
LLM Guardrails1
NLP1
RAG1
Reranking1
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

35 postings
PyTorch24
Python17
Ray9
Flyte8
Google BigQuery8
FSDP7

Backend

33 postings
Java25
GCP15
React.js9
TypeScript9
PostgreSQL8
Python8

Data Science

12 postings
SQL12
Python10
Google BigQuery7
dbt3
LLM2
Tableau2

Mobile

6 postings
Kotlin4
SQL3
Swift3
C++2
Java2

See the open roles

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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: $223k across 14 postings.

TechnologyPostings with payMedianvs company median
PyTorch5$325k+45%
Python5$235k+5%
GCP5$212k−5%
Java5$189k−15%

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
IAMOct 2026
Microsoft ExcelSep 2026
Apache IcebergSep 2026
DatabricksSep 2026
SnowflakeSep 2026
Diffusion ModelsSep 2026
CanvaSep 2026
AzureSep 2026
Rising
AWS0% → 7%
Figma0% → 5%
IAM0% → 4%
dbt2% → 5%
Falling
PyTorch26% → 7%
Java32% → 20%
React.js16% → 4%
Flyte16% → 4%
TypeScript16% → 5%
PostgreSQL12% → 1%
Fine-tuning12% → 3%
Ray12% → 3%
Not named for 6 months
JAXApr 2026

How modern is the Spotify stack?

Cutting-edge AI adopter 85/100

Spotify scores 85 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 1,924 companies in the same industries, whose stack Alion knows, that use each technology.

Python32%
Java14%
SQL31%
GCP17%
Google BigQuery11%
PyTorch8%
LLM17%
Scala6%
JavaScript29%
TypeScript19%

What sets Spotify apart

Flyte0%
Ray2%
FSDP1%
LoRA2%
PEFT2%
Flink4%
Google GKE3%
Airflow4%

Questions about the Spotify tech stack

What programming languages does Spotify use?

The languages named in Spotify job postings are Python (27%), Java (24%), SQL (20%), Scala (12%), JavaScript (11%), as a share of the 144 postings of the last 12 months.

Does Spotify use PyTorch?

Yes. PyTorch is named in 24 of 144 job postings (17%) and required in 24 of them.

What cloud and platforms does Spotify use?

The cloud and platforms named in Spotify job postings are GCP (27), Flyte (11), AWS (8) (postings in brackets).

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

AI/ML postings at Spotify most often require PyTorch (24), Python (17), Ray (9), Flyte (8), out of 35 postings in the last 12 months.

Is the Spotify tech stack changing?

Yes. IAM, Microsoft Excel, Apache Iceberg, Databricks first appeared in Spotify job postings in the last six months.

How modern is the Spotify tech stack?

Spotify scores 85 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 144 postings of the last 12 months and were updated on Nov 12, 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: 110 technologies from 144 job postings", as of Nov 12, 2026. https://alion.io/company/spotify/technologies

Licence: CC BY-SA 4.0JSON