Currently, we are looking for talented resources for one of our listed clients. If interested please reply to me with your updated resume.
Job Title: MLOPS Engineer
Location: Reston, VA/Plano, TX (Day 1 Onsite)
Duration: Long Term Contract
Job Description: –
· MLOPS (Machine Learning Operations): The MLOPS Engineer will design and build scalable machine learning infrastructure, ensuring smooth deployment, monitoring, and lifecycle management of ML models.
· Responsibilities include automating workflows, enabling continuous integration/continuous deployment (CI/CD) pipelines.
· Develop and Maintain ML Infrastructure: Build and maintain ML pipelines that support model training, testing, deployment, and monitoring.
· Model Deployment: Implement efficient processes for deploying ML models in production environments, such as cloud platforms or on-premises infrastructure.
· Set up CI/CD pipelines for continuous integration and delivery of ML models. Automation and Scaling: Automate model retraining, validation, and performance monitoring processes.
· Collaboration with Data Scientists: Work closely with data scientists to streamline the model development lifecycle and ensure models can easily be transitioned to production.
· Monitoring and Optimization: Monitor ML models in production for accuracy and performance and troubleshoot any deployment or scaling issues.
· Infrastructure as Code (IaC): Develop infrastructure as code to manage cloud resources for ML workloads.
· Versioning and Experimentation Tracking: Implement model versioning, experiment tracking, and reproducibility techniques.
· Security and Compliance: Ensure models comply with organizational security standards and regulatory guidelines.
· Containerization: Hands-on experience with Docker, Kubernetes, or other container orchestration systems.
· CI/CD Tools: Knowledge of Jenkins, GitLab, CircleCI, or other CI/CD tools for automation.
· Data Pipelines: Experience orchestration tools for managing data pipelines.
· Version Control: Familiarity with Git for code versioning.
· DevOps Experience: Basic understanding of DevOps tools and practices (e.g., Terraform)
· 8+ years of experience on Python and AWS Services using ML Models Implementation to Production
Thanks & Regards
Vijay Kumar Nelapati
Sr US IT Recruiter
https://www.linkedin.com/in/vijay-kumar-nelapati-b98533129/
Ekcel Inc | https://www.ekcelinc.com/
6600 Paige Rd, Suite 218-219, The Colony, TX 75056
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