Machine Learning Data Engineer, Eight Sleep

Data Engineer

$160-180k

Offers Equity

SQL

AWS

Python

NumPy

Pandas

Kinesis

Sagemaker

Mid and Senior level

Remote in US

Smart mattress for sleep fitness

Open for applications

Smart mattress for sleep fitness

101-200 employees

B2CRetailPersonal healthFitnessSportseCommerce

Open for applications

$160-180k

Offers Equity

SQL

AWS

Python

NumPy

Pandas

Kinesis

Sagemaker

Mid and Senior level

Remote in US

101-200 employees

B2CRetailPersonal healthFitnessSportseCommerce

Company mission

To fuel human potential through optimal sleep.

Job

Company

Role

Who you are

4+ years of experience working in data engineering
Demonstrated proficiency in Python, including experience with coroutines, NumPy/SciPy, Pandas
Experience with AWS services relevant to machine learning and data engineering, including EC2, SageMaker, S3, and Kinesis as well as SQL
Problem-solving, communication skills and the ability to work effectively in a team environment

What the job involves

We are looking to bring on an experienced Data Engineer to join Eight Sleep’s machine learning team
This role involves monitoring production ML systems, building tools and pipelines for data analysis, dataset curation, training and evaluation and developing systems for automated failure detection
Monitor production machine learning systems to ensure performance and reliability
Develop big data ETL pipelines for model development and evaluation
Manage and curate datasets for training machine learning models using the 10 PB of sensor data we have collected & built tools to monitor incoming sensor data from Eight Sleep’s clinical studies

Our take

The last decade has seen a major uptick in the number of startups and companies dedicated to supporting consumers to build good health habits, typically around food and fitness. That enthusiasm is now quite rightly being extended to how we sleep.

Eight Sleep makes “smart” mattresses and mattress covers (for regular mattresses) that use machine learning and other artificial intelligence-based algorithms to improve your sleep both by changing temperature and monitoring other physical parameters to provide an overall picture of your health.

The company is focused on two levers for growth. First, building out more technology through additional products and acquisitions, exemplified by the introduction of Span Health’s fitness-tracking app. Secondly, international expansion in Europe, where it has got off to an impressive start in the UK.

Steph

Company Specialist at Welcome to the Jungle

Insights

Led by a woman

Top investors

Few candidates hear
back within 2 weeks

4% employee growth in 12 months

Glassdoor (4.3)

Trustpilot (2.8)

Company

Funding (last 2 of 7 rounds)

Aug 2021

$86m

SERIES C

Nov 2019

$40m

SERIES C

Total funding: $162.1m

Company HQ

Chelsea, New York, NY

Articles

The Co-Founders of Eight Sleep Want to Optimize Your Performance (in Bed)

The Quality Makers: Matteo Franceschetti Of Eight Sleep

Connected sleep company Eight Sleep acquires health coaching startup Span Health

Eight Sleep Raises $86M in Series C Funding

Eight Sleep Pod Cover temperature-regulating mattress cover can monitor your sleep

Leadership

Matteo Franceschetti

(Co-Founder & CEO)

Co-founded and led GIR (acquired in 2014) and Global Investment (acquired 2011).

Massimo Andreasi Bassi

(Co-Founder & CTO)

Previously a Senior Software Engineer at Upsight. Also founded Staq in 2012. Before that, worked as VP of R&D for DomainsBot.

Alexandra Zatarain

(Co-Founder & VP of Brand & Marketing)

Prior to Eight Sleep, served as a Mentor, offering marketing experience, for various startups, academic institutions, and Wall Street organizations.

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