What are the responsibilities and job description for the Lead Machine Learning Engineer position at Clearpoint?
TITLE : Lead Machine Learning Engineer
LOCATION : Houston, Texas
TYPE : Direct Hire
SALARY : $195,000 - $230,000
SUMMARY :
The Lead Machine Learning Engineer will be responsible for establishing DevOps and MLOps processes throughout the Corporate Data & Analytics Team to support AI / ML applications. Driving the adoption of best practices in DevOps and MLOps, resulting in faster deployment of AI / ML and data-driven solutions that satisfy business requirements. This role requires extensive experience in DevOps and MLOps, a thorough grasp of InfraOps, and a comprehensive understanding of AI / ML data and analytics cloud services and components. You will work closely with data scientists, machine learning engineers, data engineers, software engineers, and platform architects, using cutting-edge tools and technologies to deploy and maintain AI / ML and advanced analytics solutions, as well as integrate analytic models with existing business applications.
DUTIES :
- Enhance current DevOps processes to improve the whole AI / ML application development lifecycle.
- Collaborate with development and cloud platform teams to verify that the infrastructure satisfies the application's needs.
- Establish and maintain the best practices for cloud security, compliance, and cost efficiency.
- Create automated build and deployment methods to allow continuous delivery of software releases, as well as improve the existing CI / CD pipelines for AIML application development and deployment.
- Collaborate with data scientists, data engineers, data analysts, software engineers, IT professionals, and stakeholders to accelerate the deployment of AI applications using CI / CD pipelines while maintaining the applications SLAs on a single platform.
- Design, develop, and maintain infrastructure using infrastructure as code tools such as Terraform, Ansible, CloudFormation, etc.
- Utilize existing Databricks CLI codes to manage the Databricks platform as code for AI / ML data pipelines (batch processing, batch streaming, and streaming) and model serving endpoints.
REQUIREMENTS :
EDUCATION :
Salary : $195,000 - $230,000
