Tata Consultancy Services
AI Monitoring Observability Engineer
Tata Consultancy Services, Minneapolis, Minnesota, United States, 55400
Job Overview
Location: Minneapolis, MN Experience: 10+ years Base pay range: $100,000.00/yr - $130,000.00/yr Salary Range: $100,000 - $130,000 a Year Responsibilities
Develop and implement observability frameworks tailored for AI/ML systems and pipelines. Monitor model performance, data drift, inference latency, and pipeline health. Build dashboards and alerts tailored to AI workloads. Apply ML techniques for anomaly detection and predictive monitoring. Integrate observability into CI/CD pipelines and collaborate with DevOps and SRE teams. Provide training and documentation on AI observability tools and best practices. Qualifications
AI/ML lifecycle understanding Experience with AI observability platforms and custom metrics Integration with CI/CD for model deployment monitoring Hands-on experience with Datadog, Adobe Analytics, Dynatrace, ELK, Grafana, ELK Stack, OpenTelemetry, and AI-powered analytics platforms Experience: 10+ yrs Employer
Tata Consultancy Services Additional Information
Minimum experience: 7-18 years (as per listing). This description retains the core job details while removing unrelated postings and formatting inconsistencies.
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Location: Minneapolis, MN Experience: 10+ years Base pay range: $100,000.00/yr - $130,000.00/yr Salary Range: $100,000 - $130,000 a Year Responsibilities
Develop and implement observability frameworks tailored for AI/ML systems and pipelines. Monitor model performance, data drift, inference latency, and pipeline health. Build dashboards and alerts tailored to AI workloads. Apply ML techniques for anomaly detection and predictive monitoring. Integrate observability into CI/CD pipelines and collaborate with DevOps and SRE teams. Provide training and documentation on AI observability tools and best practices. Qualifications
AI/ML lifecycle understanding Experience with AI observability platforms and custom metrics Integration with CI/CD for model deployment monitoring Hands-on experience with Datadog, Adobe Analytics, Dynatrace, ELK, Grafana, ELK Stack, OpenTelemetry, and AI-powered analytics platforms Experience: 10+ yrs Employer
Tata Consultancy Services Additional Information
Minimum experience: 7-18 years (as per listing). This description retains the core job details while removing unrelated postings and formatting inconsistencies.
#J-18808-Ljbffr