Machine Learning Engineer
Company: Course Hero
Location: Redwood City
Posted on: February 21, 2021
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Job Description:
Course Hero is Scaling. We are looking for a Senior Software
Engineer who can help us build an end-to-end platform for scaling
machine learning (ML) experiments, ML microservices deployment, and
configuration management of ML models. You'll be a part of the
Machine Learning Product Engineering team at Course Hero and
collaborate multi-functionally to ship ML products that personalize
learning experiences for students and help educators build
outstanding course content. The scalable ML systems you build will
enable our product designers to bring intelligent data products to
the Course Hero platform.A Course Hero Staff Engineer is a
technical leader who provides mentorship for team members, drives
execution on key projects, and participates in the continuous
improvement of our software systems. We expect you to thrive in a
fast-paced, high-growth environment, and adapt to constantly
evolving business needs. You can view these videos on our
engineering culture and our company mission.Here Are Some Ways
You'll Make An Impact* Architect, build, and maintain a scalable
platform for training, deploying, and supervising ML models,
microservices, and APIs in modern containerized cloud
environments.* Automate various steps in ML workflow, from model
training, inference, and deployment.* Build prototypes/web apps to
rapidly experiment on various versions of ML algorithms and DNN
architectures for optimized content recommendations to our
customers.* Partner with ML engineers, data scientists/engineers,
and product engineering teams to understand business needs, find
the right solution to a problem, and ship products.Are you our next
Senior Software Engineer, ML Platform?* You have 7+ years of
validated experience working as a software engineer, with 2-3 years
on a Machine Learning focused product or infrastructure.* You have
3-5 years of demonstrated ability writing Python code in
production* Confirmed knowledge of SQL/NoSQL databases, RESTful
APIs, and docker-containerized microservice-based architectures.*
Experience with the AWS ecosystem including ML frameworks like
Athena, S3, EMR Spark, Sagemaker, Tensorflow.* Experience with
Docker, Kubernetes, or similar orchestration and configuration
managementBonus Points* Exposure to a variety of machine learning
algorithms (both supervised and unsupervised) and/or experience
working with ML teams in the past* BS/MS degree in Computer
Science, Engineering or Math* Passionate about educationBenefits
And Perks* Competitive salary and stock options* Full medical
coverage (medical, dental, vision)* 401(k) program with match*
Education Reimbursement* Quarterly team events and outings
(Sporting Events, Escape Rooms, Go-Kart Racing, Karaoke, Bowling
and much more)* Free lunches twice a week, on-site cafe discount,
plus an endless snack and drink supply* Onsite gym - Pacific Shores
Center - Classes - Pool - Spa - Rock Wall - Massages* Commuter
benefits, shuttle service from Redwood City, and cell-phone
allowance* Local move benefit to move within 10 miles of our
office* 8 hours per quarter paid time for volunteering for a cause
of your choice* Front row seat to Master Educator lectures - check
out our Lecture Series videosEqual Employment Opportunity Statement
(EEO)We are an equal opportunity employer and value diversity and
inclusion within our company. We will consider all qualified
applicants without regard to race, religion, color, national
origin, sex, gender identity, gender expression, sexual
orientation, age, marital status, veteran status, or ability
status. We will ensure that individuals who are differently abled
are provided reasonable accommodation to participate in the job
application or interview process, to perform essential job
functions, and to receive other benefits and privileges of
employment as provided to other applicants or employees. Please
contact us to request accommodation.About UsAt Course Hero, we have
an awesome team and a truly engaging culture. We are
customer-focused, collaborative, responsible, gritty, and we love
to learn. Our bold mission is to help students graduate confident
and prepared!We are not the only ones that think we're onto
something big. Course Hero has been recognized as one of the 2021
Top 100 Best Places to Work in the Bay Area, Top 50 Best Paying
Companies in the Bay Area, Top 100 Most Transparent Companies, and
in the Top 50 Most Transformational Companies in Education
Technology. Read up on some of our recent news coverage, blog, and
learn more about us to see what it is like to work with our
team.
Keywords: Course Hero, Redwood City , Machine Learning Engineer, Engineering , Redwood City, California
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