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DevOps/MLOps Engineer

Company: Retail Business Services
Location: Quincy
Posted on: February 20, 2021

Job Description:

About Retail Business ServicesRetail Business Services, LLC, is the services company of Ahold Delhaize USA, currently providing services to five East Coast grocery brands, including Food Lion, The GIANT Company, Giant Food, Hannaford and Stop & Shop. Retail Business Services leverages the scale of the local brands to drive synergies and provides industry-leading expertise, insights and analytics to local brands to support their strategies with services including Information Technology, Merchandising, Marketing & Sourcing Services, Private Brand Products, Pharmacy Services, Not for Resale, Store Services, Financial Services, Legal Services, Communications, Supply Chain and People Systems and Services. Retail Business Services operates across seven campuses in the Greater Charlotte, Harrisburg, D.C., Portland, Boston and Chicago Areas. For more information, visit www.retailbusinessservices.com. To stay updated with the latest news, follow Retail Business Services on LinkedIn (@Retail-Business-Services) and Twitter (@RBServicesNews).Position SummaryThis is a DataOps role responsible to leverage DevOps principles, such as collaboration and automation for data administration workflows, machine learning workloads, along with partnering with the senior members of the team to unify development, security and operations role. Principle Duties and Responsibilities* Increase our deployment velocity, including the process for deploying models and data pipelines into production.* Improve the creation of dependable releases.* Build and maintain infrastructure as code (IaC) in the cloud, that can scale when needed.* Build and maintain data pipelines for analytics, model evaluation and training (includes versioning, compliance and validation)* Create lightweight custom monitoring solution using PowerShell, Kusto queries to monitor the health of the Azure services in the environment* Working onDevOps/Agile--operations process and tools area (Code review, unit test automation, Build & Release automation, Environment, Service, Incident and Change Management)* Establish Automated Code Quality, Assembly Testing and Performance Testing Solutions on top of Continuous Integration Pipelines* Shorten development cycles for our AI/ML systems:* Help us build and automate our AI/ML workstream from data analysis, experimentation, operationalization, model training, model tuning to visualization* Design and implement automated CI/CD pipeline.* Voluminous know-how about multiple Scripting languages like Bash, Python, PowerShell.* Managed environments DEV, SIT, QA, UAT and PROD for various releases and designed instance strategies* Lead ongoing governance modernization efforts, including policy, security, compliance, and change management.* Prepare for automation by developing the strategy, teams, and roadmaps to IT Modernization.* Leverage Cloud, DevOps, DevSecOps, MLOps, AIOps and containerization expertise to design, build, and deliver modernized infrastructure via scripting, workflows, and automation* Works on unusually complex technical problems and provides highly innovative and creative solutions.* Develops advanced technological ideas and guides their development into a final product.* Works under consultative direction toward pre-determined long-range goals and objectives.* 70% Development and 30% OperationsTechnical Competencies* Experience in DevOps/DataOps/DevSecOps/MLOps* 2 or more accomplished ML/DataLake projects* Experience with containerization/orchestration technologies like Kubernetes, Docker* Scripting ability with Python, Powershell & YAML* Experience with at least one other Cloud platform (Azure preferred)* Knowledge of statistical and predictive modeling concepts and disciplines including machine learning algorithms* Analyzing source system data and data flows, working with structured and unstructured data* Knowledge of distributed computing concepts. Experience with Spark, Databricks is a plus.* Experience in test-driven development methodology* In depth understanding of Cloud Migration methodologies and best practicesBasic Qualification* Bachelor's degree in Computer Science, Information Systems, Business Administration, or work experience in similar related field.* Minimum 6 to 8 years IT experience encompassing the following:* Working experience with SDLC and deliverables associated with each phase.* Knowledge of Data Modeling.* Knowledge of Data Visualization Best Practices.* Experience working with industry-leading Business Intelligence tools.* Experience working with industry-leading database technologies.* Experience in Advanced SQL techniques.* Experience in delivering Machine Learning and Data Science projectsSkills and Abilities* Outstanding Written and Verbal Communication communications skills; able to articulate complex technical topics for non-technical audiences.* Ability to analyze complex situations and develop creative solutions.* Ability to multi-task and self-directStrong Organization Skills.* Strong temperament when faced with adversity and ambiguity* Must be able to adapt quickly to change without being afraid to take on new responsibilities in a fast-paced team environment while being proactive and action-oriented* Ability to come up with creative technical ways to resolve application and system issues* Understanding agile development methodologies or concepts; experience with is a plus* An incessant drive for self-improvement; open to constructive feedbackYour mindset.* You have a passion for architecture and building infrastructure in the cloud.* You are service-oriented and help the engineering team to develop, deploy and maintain our products with ease.* You believe in continuous learning, sharing best practices, encouraging and elevating less experienced colleagues as they learn.* You have a strong commitment to development best practices and code reviews.Preferred Qualification-- Experience in a retail environment a plus.

Keywords: Retail Business Services, Quincy , DevOps/MLOps Engineer, Engineering , Quincy, Massachusetts

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