Design and implement end-to-end ML pipelines using tools like MLflow, KubeFlow, DVC, and Airflow.
Develop and maintain CI/CD workflows using Jenkins, CircleCI, Bamboo, or DataKitchen.
Containerize applications using Docker and orchestrate them with Kubernetes or OpenShift.
Collaborate with data scientists to productionize ML models and ensure reproducibility and scalability.
Manage data versioning and lineage using Pachyderm or DVC.
Monitor model performance and system health using Grafana and other observability tools.
Write robust and maintainable code in Python, Go, R, or Julia.
Automate workflows and scripting using Shell Scripts.
Integrate with cloud storage solutions like Amazon S3 and manage data in RDBMS such as Oracle, SQL Server, or open-source alternatives.
Ensure compliance with data governance and security best practices.
Required Skills and Qualifications:
Strong programming skills in Python and familiarity with ML/DL libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
Experience with MLOps tools such as MLflow, KubeFlow, DVC, Airflow, or Pachyderm.
Proficiency in Docker and container orchestration using Kubernetes or OpenShift.
Experience with CI/CD tools like Jenkins, CircleCI, Bamboo, or DataKitchen.
Familiarity with cloud storage and data management practices.
Knowledge of SQL and experience with RDBMS (Oracle, SQL Server, or open-source).
Experience with monitoring tools like Grafana.
Strong understanding of DevOps and software engineering best practices.
Key job details
About Virtusa
Teamwork, quality of life, professional and personal development: values that Virtusa is proud to embody. When you join us, you join a team of 27,000 people globally that cares about your growth — one that seeks to provide you with exciting projects, opportunities and work with state of the art technologies throughout your career with us.
Great minds, great potential: it all comes together at Virtusa. We value collaboration and the team environment of our company, and seek to provide great minds with a dynamic place to nurture new ideas and foster excellence.
Virtusa is an Equal Opportunity Employer. All applicants will receive fair and impartial treatment without regard to race, color, religion, sex, national origin, ancestry, age, legally protected physical or mental disability, protected veteran status, status in the U.S. uniformed services, sexual orientation, gender identity or expression, marital status, genetic information or on any other basis which is protected under applicable federal, state or local law.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government-issued ID during each interview. All candidates must be authorized to work in the USA.
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