DevOps Engineer
4 weeks ago
Job Summary:
We are seeking a highly skilled DevOps Specialist to join our team at NDX Human Capital Solutions. The ideal candidate will have a strong background in cloud infrastructure, automation, and deployment, with a focus on infrastructure as code and CI/CD pipelines.
Key Responsibilities:
• Design and implement infrastructure as code using Terraform and AWS CloudFormation
• Develop and maintain CI/CD pipelines using Concourse and Jenkins
• Collaborate with data scientists to ensure optimal data/model delivery
• Work with the MLOps team to build data pipelines for model executions
• Ensure compliance with AWS Security best practices
• Debug Terraform and Concourse errors
• Proactively update pipelines based on changes made by other Duke organizations
Requirements:
• Bachelor's degree in computer science, information systems, or related discipline
• 8 years of prior equivalent work-related experience in lieu of a degree
• 3-4 years of work experience in addition to degree
• Strong understanding of infrastructure as code, infrastructure deployments, and CI/CD pipelines
• Ability to write Terraform code, Concourse pipelines, and Python
• Deep understanding of AWS Services, Big Data pipeline, and SageMaker pipeline
• Knowledge of GIT, Bash scripting, and CI/CD
• Good SQL programming skills and working knowledge of building data pipelines
• Good team player and understanding of Agile process
• Previous machine learning experience in model training and predictions
• Experienced working in cloud technologies
Preferred Qualifications:
• Good working experience in ETL (SSIS OR Sqoop/Spark)
• Good working experience in Python AND/OR PySpark
• Expert SQL knowledge (All types of Joins, CTE's, Indexes, Stored Procedures, SQL performance)
• Knowledge in building basic machine learning models (Classification & Regression)
• Knowledge in docker/MLOPS and its orchestrations
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