Lead Machine Learning Operations Engineer

3 weeks ago


Houston, Texas, United States The Friedkin Group Full time
About The Job

As a key member of The Friedkin Group's Corporate Data & Analytics Team, you will play a pivotal role in implementing DevOps and ML Ops practices to support AI/ML application enablement across our companies.

Key Responsibilities
  • Drive Adoption of Best Practices: Implement DevOps and ML Ops practices to accelerate the deployment of AI/ML and data-driven solutions that meet our business needs.
  • Lead Cross-Functional Teams: Collaborate with data scientists, machine learning engineers, data engineers, software engineers, and platform architects to deploy and maintain AI/ML and advanced analytics solutions.
  • Develop Infrastructure: Design, develop, and maintain infrastructure using infrastructure as code tools such as Terraform, Ansible, CloudFormation, etc.
  • Templatize Databricks CLI Codes: Enhance the existing Databricks CLI codes to manage Databricks platform as code for AIML data pipelines (batch processing, batch streaming, and streaming) and model serving endpoints.
  • Improve DevOps Practices: Enhance the existing DevOps practices to improve the overall AIML application development lifecycle.
Requirements
  • Strong Background: 10+ years of experience in software engineering with a strong background in DevOps and Infrastructure as Code, supporting Machine Learning and Data Science workloads.
  • Technical Expertise: Proficient with GitHub actions to automate testing and deployment of data and ML workloads from CI/CD provider to Databricks.
  • Cloud Experience: Experience deploying Machine Learning solutions on cloud platforms (e.g., AWS, Azure, or GCP). Databricks and AWS Preferred.
  • Containerization: Experience containerizing analytical models using Docker and Kubernetes or other container orchestration platforms.
  • Event-Driven Architectures: Experience in event-driven and microservice architectures for enterprise-level platform development.
  • Effective Communication: Strong communication skills and a sense of ownership and drive.
About The Friedkin Group

We are a dynamic and innovative company committed to creating an inclusive environment for all associates. We celebrate diversity and are dedicated to recognizing your contributions.



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