Machine Learning Infrastructure Engineer - REMOTE
Company: C.H. Robinson Shared Services
Location: Eden Prairie
Posted on: May 13, 2022
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Job Description:
In support of our shift to a cloud-first and data-forward
strategy, we are seeking a Machine Learning Infrastructure Engineer
to help build and deliver a market leading, enterprise-class data
and Machine Learning ecosystem. As a Machine Learning
Infrastructure Engineer, you will partner closely with our Data
Engineers and Data Science teams, and work collaboratively with
Infrastructure to select, build, and configure the right
technologies and platforms to enable accelerated development and
delivery of machine learning models and data pipelines. Major areas
of focus will be observability, performance, reliability, security,
continuity, and resiliency. The Machine Learning Infrastructure
Engineering team takes an Infrastructure-as-Code approach to
building in the cloud and strives for automation wherever/whenever
possible. The Machine Learning Infrastructure Engineer will be
crucial in accelerating speed to market and innovation, but also in
ensuring that we are adhering to security and compliance
principles, are cost-effective, and are building rock-solid, highly
available systems. C.H. Robinson recognizes the importance of
workplace flexibility. We are committed to providing a
remote-friendly work environment, both now and in the future. Our
global technology teams will continue to have the flexibility that
enables you to work where you are most effective, whether that be
remote or in the office.Responsibilities:Establish scalable and
efficient platforms to enable R, data exploration, experimentation,
and model trainingPartner with Data Engineers, Data Science, and
DevOps teams on MLOps flows to promote models and data pipelines
through environments and to productionOversee and ensure production
readiness of new technologies/systemsProvision and scale new
infrastructure and platforms to support our data science and
machine learning initiativesRespond to operational issues, and
engage additional teams as necessaryParticipate in cross-training,
architectural design, capacity planning, and recommendations for
future statePartner with community on best-practices, patterns, and
practices for leveraging different technologies, and ensure
adoption within teamsAssist with engineering efforts to reduce
occurrence of failures, and ensure coping strategies are in place
for failuresIdentify monitoring/alerting/observability needs, and
influence team culture to bring this rigor into the daily
development cyclePartner with Data Science and Infrastructure teams
on evaluation and feasibility assessment of new systems and
technologiesRequired Qualifications:5+ years of IT experience with
steadily increasing responsibilities2+ years of Enterprise
experience with cloud development, and/or maintaining, supporting,
and deploying to cloud environmentsExperience with the Microsoft
Azure ecosystemProficiency with containerization, and container
orchestration - preferably KubernetesFamiliarity with machine
learning concepts and tools (ex. Tensorflow, PyTorch)Proficiency
with CI/CD concepts and toolsExperience with Terraform or similar
Infrastructure as Code toolingProficiency using metrics to measure
and monitor application and infrastructure performance, and
experience using APM/monitoring tools (ex. AppDynamics, Splunk,
Prometheus, etc.)Strong Linux operating systems skillsExperience
with data management/movement and data platforms (ex. Apache
Airflow, Kafka)Familiarity with PythonFamiliar with basic security
principles (certificates, identity management, authorization,
etc.)Bachelor's degree or equivalent work experience and a high
school diploma/GEDPreferred Qualifications:Ability to work in a
team-oriented, collaborative environmentAbility to be a
self-starter and work to improve processesStrong communication
skillsValues a diverse and inclusive work environmentStrong
customer-service orientationEqual Opportunity and Affirmative
Action EmployerC.H. Robinson is proud to be an Equal Opportunity
and Affirmative Action employer. We believe in equality for all and
celebrate the diversity of our employees, customers and
communities. We believe this increases creativity and innovation,
drives business growth and enables engaged and thriving teams.
We're committed to providing an inclusive environment, free from
harassment and discrimination, where all employees feel welcomed,
valued and respected.Affirmative Action
Employer/EOE/M/F/Disabled/Veteran BenefitsYour Health, Wealth and
SelfYour total wellbeing is the foundation of our business, and our
benefits support your financial, family and personal goals. We
provide the top-tier benefits that matter to you most, including:
Two medical plans (including a High Deductible Health
Plan)Prescription drug coverageEnhanced Fertility benefitsFlexible
Spending AccountsHealth Savings Account (including employer
contribution)Dental and VisionBasic and Supplemental Life
InsuranceShort-Term and Long-Term DisabilityPaid and floating
holidaysPaid time off (PTO)Paid parental leavePaid time off to
volunteer in your communityCharitable Giving Match Program401(k)
with 6% company matchingEmployee Stock Purchase PlanPlus a broad
range of career development, networking, and team-building
opportunitiesDig in to our full list of benefits on OUR CULTURE
page.
Keywords: C.H. Robinson Shared Services, Eden Prairie , Machine Learning Infrastructure Engineer - REMOTE, Engineering , Eden Prairie, Minnesota
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