DevOps and Infrastructure Specialist

3 days ago


Houston, Texas, United States Manpower Group Inc. Full time
About the Job:

This is a unique opportunity to work as a DevOps and Infrastructure Specialist for a leading organization. The ideal candidate will have a strong background in DevOps and Infrastructure as Code, with experience in supporting Machine Learning and Data Science workloads.

About the Company:

  • Our company is a global leader in workforce solutions, helping organizations transform in a fast-changing world of work by sourcing, assessing, developing, and managing the talent that enables them to win
  • We develop innovative solutions for hundreds of thousands of organizations every year, providing them with skilled talent while finding meaningful, sustainable employment for millions of people across a wide range of industries and skills
  • We are recognized consistently for our diversity - as a best place to work for Women, Inclusion, Equality and Disability and in 2022 ManpowerGroup was named one of the World's Most Ethical Companies for the 13th year

About the Role:

  • Develop automated build and deployment processes to enable continuous delivery of software releases
  • Enhance the existing CI/CD pipelines for AIML application development and deployment
  • Collaborate with data scientists, data engineers, data analysts, software engineers, IT specialists, and stakeholders to accelerate deployment of AI applications via CI/CD pipelines and maintain the SLAs of those applications at the centralized platform
  • Design, develop and maintain infrastructure using infrastructure as code tools such as Terraform, Ansible, CloudFormation etc.
  • Templatize existing Databricks CLI codes to manage Databricks platform as code for AIML data pipelines (batch processing, batch streaming and streaming) and model serving endpoints
  • Enhance the existing DevOps practices to improve the overall AIML application development lifecycle
  • Work closely with cross-functional teams to ensure that applications are highly available and scalable
  • Collaborate with development teams and cloud platform team to ensure that infrastructure meets the requirements of the application
  • Establish and maintain best practices for cloud security, compliance, and cost optimization

Requirements:

  • Bachelor's Degree Computer Science, Computer Engineering, Information Technology, Software Engineering or equivalent technical discipline and 10+ years of experience in software engineering with a strong background in DevOps and Infrastructure as Code, supporting Machine Learning and Data Science workloads preferred
  • Master's Degree Computer Science, Computer Engineering, Information Technology, Software Engineering or equivalent technical discipline and 5+ years of experience in software engineering with a strong background in DevOps and Infrastructure as Code, supporting Machine Learning and Data Science workloads preferred
  • Expertise on code versioning tools, such as Gitlab, GitHub, Azure DevOps, Bitbucket etc., GitHub Preferred, familiar with branch level code repository management
  • Experience deploying Machine Learning solutions on cloud platforms (e.g., AWS, Azure, or GCP). Databricks, and AWS Preferred
  • Proficient with GitHub actions to automate testing and deployment of data and ML workloads from CI/CD provider to Databricks
  • Strong knowledge of infrastructure automation tools such as Terraform, Ansible, CloudFormation etc.
  • Experience with data processing frameworks/tools/platform such as Databricks, Apache Spark, Kafka, Flink, AWS cloud services for batch processing, batch streaming and streaming
  • Experience containerizing analytical models using Docker and Kubernetes or other container orchestration platforms
  • Technical expertise across all deployment models on public cloud, private cloud, and on-premises infrastructure
  • Experience in event-driven, and microservice architectures for enterprise level platform development
  • Expertise in Linux, and knowledge of networking and security concepts
  • Effective communication skills and a sense of ownership and drive
  • Capable of coaching/mentoring individuals and teams

Salary:

$150,000 - $200,000 per year



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