Machine Learning Infrastructure Engineer - REMOTE

Company: C.H. Robinson Shared Services
Location: Eden Prairie
Posted on: May 13, 2022

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