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For Employers

ML Ops

Virtusa

3 years

0 Lacs

andhra pradesh india

Posted:1 day ago| Platform:

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Skills Required

ml support model deployment monitoring data versioning testing compliance governance security scalability resolve devops programming python tensorflow pytorch sagemaker aws azure containerization docker orchestration jenkins github communication learning

Work Mode

On-site

Job Type

Full Time

Job Description

Key Responsibilities
A total of 5+ yrs of exp in ML Ops Platform support roleDevelop and maintain CI/CD pipelines for ML models.Automate model deployment, monitoring, and performance tracking.Collaborate with data scientists to ensure models are production-ready.Implement tools for model versioning, testing, and validation.Ensure compliance with data governance and security standards.Optimize ML workflows for scalability and cost-efficiency.Troubleshoot and resolve issues related to model performance and infrastructure.Stay updated with the latest MLOps tools and best practices.Support continuous improvement by identifying and solving opportunities.Bachelor or Master degree in Computer Science, Data Science, or related field.3+ years of experience in MLOps, DevOps, or related roles.Strong programming skills in Python; familiarity with ML frameworks like TensorFlow, PyTorch, or Scikit-learn.Knowledge on Sagemaker, ShakudoExperience with cloud platforms (AWS, Azure, GCP).Proficiency in containerization (Docker) and orchestration (Kubernetes).Knowledge of CI/CD tools (e.g., Jenkins, GitHub Actions).Familiarity with monitoring tools (Prometheus, Grafana).Excellent problem-solving and communication skills.Mandatory SkillsPythonSQLMachine Learning

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ML Ops