Eight Sleep tech stack

Eight Sleep builds mostly with Python, JavaScript, TypeScript, SQL. Its stack also includes Figma, Combine, Jetpack Compose, AWS. Python is named in 19 of the 42 job postings Eight Sleep published in the last 12 months (45%). Counted by Alion from the job postings of Eight Sleep, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
83
Postings analysed
42
Open now
26
Modernity
84 /100
New in 6 months
8

What programming languages does Eight Sleep use?

Python is named in 45% of job postings at Eight Sleep, followed by JavaScript (21%), TypeScript (17%), SQL (17%).

Python 19 45% required in 89% · 12 open now · since Oct 2025
JavaScript 9 21% required in 56% · 5 open now · since Jan 2026
TypeScript 7 17% required in 100% · 4 open now · since Jan 2026
SQL 7 17% required in 86% · 4 open now · since Jan 2026
Kotlin 6 14% required in 100% · 4 open now · since May 2026
Node JS 5 12% required in 100% · 3 open now · since May 2026
C# 4 10% required in 100% · 3 open now · since May 2026
C++ 4 10% required in 100% · 2 open now · since Feb 2026
Show all (14)
Java4
F#3
Scala3
Swift3
MATLAB2
Objective-C1

What frameworks and libraries does Eight Sleep use?

Combine is named in 7% of job postings at Eight Sleep, followed by Jetpack Compose (7%), Next.js (7%), React.js (7%).

Combine 3 7% required in 100% · 2 open now · since May 2026
Jetpack Compose 3 7% required in 100% · 2 open now · since May 2026
Next.js 3 7% required in 100% · 1 open now · since Jul 2026
React.js 3 7% required in 100% · 1 open now · since Jul 2026
SwiftUI 3 7% required in 100% · 2 open now · since May 2026
PyTorch 3 7% required in 67% · 2 open now · since Oct 2025
TensorFlow 3 7% required in 67% · 2 open now · since Oct 2025
Tailwind CSS 3 7% optional · 1 open now · since Jul 2026
Show all (14)
Flink1
JAX1
NumPy1
Pandas1
Prophet1
Ray1

What databases does Eight Sleep use?

Snowflake is named in 5% of job postings at Eight Sleep, followed by DynamoDB (2%).

Snowflake 2 5% required in 100% · since Mar 2026
DynamoDB 1 2% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Eight Sleep use?

Figma is named in 12% of job postings at Eight Sleep, followed by AWS (5%), Linux (5%), Looker (5%).

Figma 5 12% required in 40% · 2 open now · since Apr 2026
AWS 2 5% required in 100% · 1 open now · since Feb 2026
Linux 2 5% required in 100% · 2 open now · since Feb 2026
Looker 2 5% required in 100% · 2 open now · since May 2026
Perplexity 2 5% required in 100% · 2 open now · since May 2026
RTOS 2 5% required in 100% · 1 open now · since May 2026
Tableau 2 5% required in 100% · 2 open now · since May 2026
AWS Lambda 1 2% required in 100% · 1 open now · since Feb 2026
Show all (18)
Amazon CloudWatch1
Amazon ECS1
Amazon Kinesis1
Apache Kafka1
Datadog Cloud Security1
GitHub1
SIEM1
Spark1
Splunk1
GCP1

What developer tools does Eight Sleep use?

SolidWorks is named in 21% of job postings at Eight Sleep, followed by Cursor (12%), Model Context Protocol (5%), Adobe After Effects (2%).

SolidWorks 9 21% required in 100% · 7 open now · since May 2026
Cursor 5 12% required in 80% · 3 open now · since Apr 2026
Model Context Protocol 2 5% required in 100% · 2 open now · since Jan 2026
Adobe After Effects 1 2% required in 100% · since Jul 2026
Devin 1 2% required in 100% · 1 open now · since Jan 2026
OrCAD 1 2% required in 100% · 1 open now · since Aug 2026
Copilot 1 2% optional · since May 2026

What AI and ML technologies does Eight Sleep use?

Claude is named in 17% of job postings at Eight Sleep, followed by ChatGPT (7%), Gemini (5%), LLM (5%).

Claude 7 17% required in 86% · 4 open now · since Jan 2026
ChatGPT 3 7% required in 67% · 2 open now · since May 2026
Gemini 2 5% required in 100% · 2 open now · since May 2026
LLM 2 5% required in 100% · 1 open now · since Jan 2026

Which engineering practices does Eight Sleep ask for?

Machine Learning is named in 17% of job postings at Eight Sleep, followed by Time Series Forecasting (10%), A/B Testing (10%), CI/CD (10%).

Machine Learning 7 17% required in 100% · 3 open now · since Oct 2025
Time Series Forecasting 4 10% required in 100% · 1 open now · since Oct 2025
A/B Testing 4 10% required in 75% · 1 open now · since May 2024
CI/CD 4 10% required in 25% · 3 open now · since Feb 2026
MVI 3 7% required in 100% · 2 open now · since May 2026
MVVM 3 7% required in 100% · 2 open now · since May 2026
Multimodal AI 3 7% required in 100% · 1 open now · since Oct 2025
Reinforcement Learning 2 5% required in 50% · since Oct 2025
Show all (23)
Wi-Fi2
AI Agents1
Anomaly Detection1
Digital Twin1
Dimensional Modeling1
ETL/ELT1
Fine-tuning1
NLP1
RAG1
Self-Supervised Learning1
Federated Learning1
Function Calling1
LLM Guardrails1
Structured Outputs1
Tool Use1

What other technologies does Eight Sleep use?

Kotlin Coroutines is named in 7% of job postings at Eight Sleep.

Kotlin Coroutines 3 7% required in 100% · 2 open now · since May 2026

What does each Eight Sleep team work with?

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

Industrial Engineering

9 postings
SolidWorks7
MATLAB2
Python2

Mobile

6 postings
Combine3
Jetpack Compose3
Kotlin3
Kotlin Coroutines3
Swift3
SwiftUI3

Hardware

6 postings
Python4
C++3
Linux2
Node JS2
RTOS2
SolidWorks2

Backend

5 postings
TypeScript5
Python4
C#3
F#3
Java3
JavaScript3

AI/ML

3 postings
Python3
LLM2
PyTorch2
TensorFlow2

Marketing

3 postings
ChatGPT2
Claude2
Cursor2
Gemini2
Looker2
Perplexity2

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How much does Eight Sleep pay by technology?

Median stated pay of the postings that name each technology, against the median of all Eight Sleep postings with stated pay: $180k across 23 postings.

TechnologyPostings with payMedianvs company median
Python8$180k0%
JavaScript6$148k−18%

How is the Eight Sleep 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
Next.jsJul 2026
React.jsJul 2026
Tailwind CSSJul 2026
MATLABMay 2026
SolidWorksMay 2026
GeminiMay 2026
LookerMay 2026
PerplexityMay 2026
Rising
TypeScript8% → 25%
A/B Testing0% → 15%
Next.js0% → 15%
React.js0% → 15%
Tailwind CSS0% → 15%
Figma8% → 20%
Falling
Python54% → 20%
Cursor31% → 5%
SQL23% → 0%
ChatGPT23% → 0%
Claude31% → 10%
Node JS23% → 10%
Not named for 6 months
Multimodal AIFeb 2026
PyTorchFeb 2026
TensorFlowFeb 2026
LLMFeb 2026
Reinforcement LearningFeb 2026
Model Context ProtocolJan 2026

How modern is the Eight Sleep stack?

Cutting-edge AI adopter 84/100

Eight Sleep 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: 4; legacy ones: 0.

How common is the Eight Sleep stack in its industry?

Share of the 76 companies in the same industries, whose stack Alion knows, that use each technology.

Python46%
JavaScript29%
Claude13%
SQL30%
TypeScript24%
Kotlin18%
Figma22%
Node JS11%
C#13%
C++24%

What sets Eight Sleep apart

Combine1%
F#1%

Questions about the Eight Sleep tech stack

What programming languages does Eight Sleep use?

The languages named in Eight Sleep job postings are Python (45%), JavaScript (21%), TypeScript (17%), SQL (17%), Kotlin (14%), as a share of the 42 postings of the last 12 months.

Does Eight Sleep use Combine?

Yes. Combine is named in 3 of 42 job postings (7%) and required in 3 of them.

What cloud and platforms does Eight Sleep use?

The cloud and platforms named in Eight Sleep job postings are Figma (5), AWS (2), Linux (2) (postings in brackets).

What skills do you need for a Industrial Engineering job at Eight Sleep?

Industrial Engineering postings at Eight Sleep most often require SolidWorks (7), MATLAB (2), Python (2), out of 9 postings in the last 12 months.

Is the Eight Sleep tech stack changing?

Yes. Next.js, React.js, Tailwind CSS, MATLAB first appeared in Eight Sleep job postings in the last six months.

How modern is the Eight Sleep tech stack?

Eight Sleep 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: 4; legacy ones: 0.

How does Alion know the Eight Sleep tech stack?

Alion reads every job posting Eight Sleep publishes and tags the technologies each one names. The figures on this page count the 42 postings of the last 12 months and were updated on Sep 26, 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, "Eight Sleep tech stack: 83 technologies from 42 job postings", as of Sep 26, 2026. https://alion.io/company/eight-sleep/technologies

Licence: CC BY-SA 4.0JSON