Tata Consultancy Services
AI Monitoring Observability Engineer
Tata Consultancy Services, Minneapolis, Minnesota, United States, 55400
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AI Monitoring Observability Engineer
role at
Tata Consultancy Services .
Responsibilities
Observability for AI/ML systems and pipelines.
Monitoring model performance, data drift, inference latency, and pipeline health.
Building dashboards and alerts tailored to AI workloads.
Applying ML techniques for anomaly detection and predictive monitoring.
Hands‑on expertise in Datadog, Adobe Analytics, Dynatrace, ELK, Grafana, and OpenTelemetry.
Implementing distributed tracing, log aggregation, and anomaly detection using AI/ML techniques.
Creating AI‑based dashboards and visualizations for real‑time system health and performance metrics.
Integrating observability into CI/CD pipelines and collaborating with DevOps and SRE teams.
Providing training and documentation on AI observability tools and best practices.
Qualifications
AI/ML lifecycle understanding.
Experience with Datadog, Grafana, ELK, OpenTelemetry.
Experience with AI observability platforms and custom metrics.
Integration with CI/CD for model deployment monitoring.
Bachelor of Computer Science.
Mid‑Senior level.
Benefits
Salary Range: $100,000 - $130,000 a Year.
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.
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AI Monitoring Observability Engineer
role at
Tata Consultancy Services .
Responsibilities
Observability for AI/ML systems and pipelines.
Monitoring model performance, data drift, inference latency, and pipeline health.
Building dashboards and alerts tailored to AI workloads.
Applying ML techniques for anomaly detection and predictive monitoring.
Hands‑on expertise in Datadog, Adobe Analytics, Dynatrace, ELK, Grafana, and OpenTelemetry.
Implementing distributed tracing, log aggregation, and anomaly detection using AI/ML techniques.
Creating AI‑based dashboards and visualizations for real‑time system health and performance metrics.
Integrating observability into CI/CD pipelines and collaborating with DevOps and SRE teams.
Providing training and documentation on AI observability tools and best practices.
Qualifications
AI/ML lifecycle understanding.
Experience with Datadog, Grafana, ELK, OpenTelemetry.
Experience with AI observability platforms and custom metrics.
Integration with CI/CD for model deployment monitoring.
Bachelor of Computer Science.
Mid‑Senior level.
Benefits
Salary Range: $100,000 - $130,000 a Year.
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.
#J-18808-Ljbffr