Machine Learning Operations Engineer - Hybrid
Company: Bayer
Location: Chesterfield
Posted on: May 11, 2022
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Job Description:
At Bayer we're visionaries, driven to solve the world's toughest
challenges and striving for a world where ,Health for all, Hunger
for none' is no longer a dream, but a real possibility. We're doing
it with energy, curiosity and sheer dedication, always learning
from unique perspectives of those around us, expanding our
thinking, growing our capabilities and redefining 'impossible'.
There are so many reasons to join us. If you're hungry to build a
varied and meaningful career in a community of brilliant and
diverse minds to make a real difference, there's only one
choice.
Machine Learning Operations Engineer - Hybrid
YOUR TASKS AND RESPONSIBILITIES
The primary responsibilities of this role, Machine Learning
Operations Engineer, are to:
Coordinate with global teams to enable efficiently run models at
scale with less resources, while ensuring quality and
timeliness;Promote and train Small Molecules CLS data scientists on
modeling best practices including model registration,
documentation, versioning, repeatability and reusability, code
review, standardization, optimization;Establish and improve proper
orchestration of machine learning models and modeling
workflows;Simplify, template and automate key model orchestration
processes to improve efficiency and usability for data
scientists;Establish CI/CD (continuous improvement, continuous
delivery) work with cloud engineers;Establish and improve Quality
Assurance (QA)/Quality Control (QC) integration testing for
proactive automated quality verification;Establish and track model
health and diagnostics.
WHO YOU ARE
Your success will be driven by your demonstration of our LIFE
values. - More specifically related to this position, Bayer seeks
an incumbent who possesses the following:
Required Qualifications:
Bachelor of Science in Data Science, Statistics, Computer Science
or Information Systems Management with at least five years of
relevant work experience or Master of Science in a related field
with at least two years of relevant work experience;Experience
developing, deploying, and maintaining R Shiny or Python Dash
applications using best practices;Solid understanding of machine
learning fundamentals;AWS experience in DevOps, CI/CD, and
microservices;Relational and No SQL database design and
provisioning (e.g., Mongo, PostgreSQL);Passion for writing
well-structured, well-tested, maintainable, versioned, performant
and well-documented code;Excellent verbal and written communication
skills.
Remote work may be available for this position
Relocation may be offered for this position
Entirely remote jobs that could be performed in Colorado: employees
can expect to be paid a salary of approximately $115,000. -
Additional compensation may include a bonus or commission (if
relevant). - Additional benefits include health care, vision,
dental, retirement, PTO, sick leave, etc.. - This salary (or salary
range) is merely an estimate and may vary based on an applicant's
location, market data/ranges, an applicant's skills and prior
relevant experience, certain degrees and certifications, and other
relevant factors.
YOUR APPLICATION
Bayer offers a wide variety of competitive compensation and
benefits programs. If you meet the requirements of this unique
opportunity, and want to impact our mission Science for a better
life, we encourage you to apply now. Be part of something bigger.
Be you. Be Bayer.
To all recruitment agencies: Bayer does not accept unsolicited
third party resumes.
Bayer is an Equal Opportunity Employer/Disabled/Veterans
Bayer is committed to providing access and reasonable
accommodations in its application process for individuals with
disabilities and encourages applicants with disabilities to request
any needed accommodation(s) using the contact information below.
-IMPORTANT NOTE for POTENTIAL US CANDIDATES: Bayer expects its
employees to be fully vaccinated against COVID-19. Bayer active
employees are required to disclose their vaccination status and if
fully vaccinated, provide proof of vaccination status before
participating in approved activities for fully vaccinated
employees. Bayer defines fully vaccinated in alignment with CDC
which is two weeks after completing the two-dose vaccine regimen or
two weeks after completing the one-dose regimen. Additionally, if
candidates are invited on site as visitors for in person
interviews, they must provide proof of being vaccinated and comply
with all safety protocols. Bayer will engage in an interactive
process with individuals who request a vaccine exemption for
qualified medical or religious reasons.Location:United States :
Missouri : Chesterfield -- United States : Missouri : St. Louis --
United States : Residence Based : Residence Based - -
-Division:Crop Science - -Reference Code:583948
Contact UsEmail:hrop_usa@bayer.com
Keywords: Bayer, Chesterfield , Machine Learning Operations Engineer - Hybrid, Engineering , Chesterfield, Missouri
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