, demonstrating a deep understanding of productionizing ML models, automating workflows, and managing ML infrastructure at scale.
Key Responsibilities:
Design, implement, and maintain scalable and reliable
CI/CD pipelines
for ML models.
Deploy and manage machine learning workloads on
Kubernetes
.
Collaborate with data scientists, ML engineers, and DevOps teams to ensure seamless integration and delivery of ML solutions.
Monitor, maintain, and troubleshoot deployed models in production.
Automate ML workflows using tools like MLflow, Kubeflow, or similar.
Implement robust version control and reproducibility strategies for data, models, and experiments.
Ensure security, compliance, and best practices are followed in the MLOps lifecycle.
Required Skills & Qualifications:
Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
Minimum
4+ years
of hands-on experience in
MLOps
.
Proven track record of working on
at least 4 MLOps projects
end-to-end.
Expertise in
CI/CD tools
(e.g., Jenkins, GitLab CI, ArgoCD).
Strong hands-on experience with
Kubernetes
(EKS, AKS, GKE, or self-managed).
Experience with ML lifecycle tools (e.g.,
MLflow
,
Kubeflow
,
DVC
).
Proficient in scripting and programming (Python, Bash, YAML).
Familiar with cloud platforms (AWS, Azure, GCP).
Solid understanding of containerization (Docker) and infrastructure as code (Terraform/Helm).
Preferred Qualifications:
Experience with monitoring tools like Prometheus, Grafana, or ELK Stack.
Knowledge of model drift detection and continuous training.
Familiarity with feature stores and data versioning.
Job Types: Full-time, Permanent
Pay: ?9,407.23 - ?47,593.48 per month
Work Location: In person
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MNCJobsIndia.com will not be responsible for any payment made to a third-party. All Terms of Use are applicable.
Job Detail
Job Id
JD3655924
Industry
Not mentioned
Total Positions
1
Job Type:
Contract
Salary:
Not mentioned
Employment Status
Permanent
Job Location
HR, IN, India
Education
Not mentioned
Experience
Year
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MNCJobsIndia.com will not be responsible for any payment made to a third-party. All Terms of Use are applicable.