Machine Learning Data Engineer, Eight Sleep
6 Month Contract Role
Smart mattress for sleep fitness
Be an early applicant
Smart mattress for sleep fitness
101-200 employees
Be an early applicant
101-200 employees
Company mission
To fuel human potential through optimal sleep.
Role
Who you are
- 1+ 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
Insights
Few candidates hear
back within 2 weeks
4% employee growth in 12 months
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
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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