Role overview
**Job Description**
**Must Have Technical/Functional Skills**
:
* Azure Kubernetes Service (AKS); .net; C#; CI/CD; Azure ML; Azure DevOps; Storage
**Roles & Responsibilities**
* ML Ops Expertise: Model lifecycle, pipeline automation, monitoring.
* Azure Cloud Experience: Azure ML, AKS, Storage, DevOps.
* .NET Programming: API development, orchestration logic, integration with voice runtime services.
**Pipeline Architecture**
* Build modular evaluation pipelines for voice runtime components.
* Integrate ML-based models for anomaly detection and performance scoring.
* Enable automated data ingestion, preprocessing, and metric computation.
**Cloud Infrastructure**
* Deploy pipelines on Azure using services like:
* Azure Machine Learning for model training and evaluation.
* Azure DevOps for CI/CD automation.
* Azure Storage & Data Lake for logs and telemetry.
* Azure Kubernetes Service (AKS) for containerized runtime environments.
**Programming Framework**
* Implement orchestration and evaluation logic in .NET (C#) for compatibility with existing voice runtime services.
* Develop APIs for triggering evaluations and retrieving results.
**ML Ops Integration**
* Automate model lifecycle management (training, deployment, monitoring).
* Inco rporate versioning and reproducibility for evaluation models.
* Implement continuous monitoring for pipeline health and performance.
**Security & Compliance**
* Ensure compliance with Responsible AI and data privacy standards.
* Apply secure authentication and role-based access control for pipeline operations.
**TCS Employee Benefits Summary**
* Discretionary Annual Incentive.
* Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
* Family Support: Maternal & Parental Leaves.
* Insurance Options: Auto & Home Insurance, Identity Theft Protection.
* Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
* Time Off: Vacation, Time Off, Sick Leave & Holidays.
* Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Salary Range: $64,000-$104,000 a year