Eight Sleep Tech Stack

Smart sleep hardware with ML-powered personalization and real-time analytics

Consumer Electronics New York, NY 51–200 employees Founded 2014 Privately Held

Eight Sleep manufactures temperature-regulating smart beds (the Pod) and operates a full hardware-to-cloud stack spanning embedded Linux, PyTorch/TensorFlow, and AWS infrastructure. The engineering-heavy hiring mix (30 engineers across firmware, sensors, and ML) combined with active projects in firmware transformation, sensor integration, and ML personalization reveals a company scaling hardware complexity and data-driven features simultaneously—a shift from pure product iteration toward AI-driven sleep science.

Tech Stack 61 technologies

Core StackFigma Klaviyo Python Node.js PyTorch TensorFlow RAG Kotlin Jetpack Compose Solidworks AWS DynamoDB AWS Lambda Prophet C/C++ UART I2C USB Embedded Linux systemd Android NX Creo AWS CDK AWS ECS Kinesis Amazon Kinesis Data Firehose AWS SQS AWS SNS EventBridge+31 more

What Eight Sleep Is Building

◆Challenges

Faster customer issue resolution
Growth and efficiency opportunities
Scaling digital advertising
Delivering high quality products on time
Transforming firmware development landscape
Implementing cutting edge sensor technologies
Increasing marketing efficiency
Eliminating stock-outs during peak periods
Avoiding overcommitting capital on inventory
Eliminating manual work

▲Active Projects

Lead the transformation of firmware development landscape
V1 product development
Bring-up and implement cutting edge sensor technologies
Experimentation frameworks for incrementality testing
Pod hardware development
Roi analysis for new product features
Eight sleep app design
Dynamic financial modeling for strategic planning
Ml-powered personalization
Real-time sleep analytics

Hiring Activity

Accelerating60 roles · 35 in 30d

Department

Engineering

Research

Data

Finance

Marketing

Design

Ops

Product

Seniority

Senior

Mid

Manager

Lead

Director

Junior

Staff

Intern

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About Eight Sleep

Eight Sleep designs and sells the Pod, a temperature-control and health-tracking bed system aimed at optimizing sleep quality through hardware innovation and personalized software. The company operates across nine countries (United States, Canada, United Kingdom, Europe, Australia, UAE, Mexico, Switzerland, Saudi Arabia) and serves hundreds of thousands of customers. The product addresses specific sleep issues including temperature regulation, bed positioning, snoring reduction, and morning experience. The company is privately held, founded in 2014, and backed by YC Combinator, Founders Fund, Valor, and Khosla Ventures.

HeadquartersNew York, NY

Company Size51–200 employees

Founded2014

Hiring MarketsUnited States, United Arab Emirates, Italy, United Kingdom, China, Canada

Frequently Asked Questions

What tech stack does Eight Sleep use?

Eight Sleep runs embedded Linux, C/C++, Python, and PyTorch/TensorFlow for hardware and ML. Cloud infrastructure is AWS (ECS, Lambda, DynamoDB, Kinesis, SNS, SQS). Frontend is Android/Kotlin with Jetpack Compose. CAD tools include Solidworks, NX, and Creo.

What is Eight Sleep working on?

Active projects include firmware development transformation, next-generation sensor integration, ML-powered sleep personalization, real-time analytics, app design updates, and new hardware development (v1 product). Also running experimentation frameworks and financial modeling for feature ROI.

How this profile is built

Eight Sleep's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.