08 Sep
|
Impellam Group
|
Noida
08 Sep
Impellam Group
Noida
Job Description
Job description : AI Ops SME (Telecom Domain)
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Experience: 8-12 Years
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Practice: Telecom / Network Services – AI Ops, Observability & Automation
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Location: Bangalore, Chennai, Noida, Gurgaon / Hybrid - with travel as needed.
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Designs and implements AI-driven operations capabilities — observability, event correlation, alarm/ITSM integration and automated remediation — across telecom RAN and Core domains, advancing the network toward autonomous, closed-loop operations using the latest AIOps and agentic tooling.
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Key Responsibilities
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- Design end-to-end AIOps architecture spanning data ingestion, correlation, ML-based anomaly detection and automated remediation for telecom networks.
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- Define observability strategy across logs, metrics, traces and events for RAN, Core and transport, bringing in the latest AIOps, GenAI and agentic tooling.
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- Build and configure correlation engines, ML models and automation workflows for fault detection, RCA and predictive maintenance.
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- Design closed-loop, self-healing remediation workflows that move operations toward autonomous network maturity (TM Forum AN levels), reducing manual intervention.
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- Design and implement alarm/event management — collection, deduplication, enrichment, correlation and suppression across multi-vendor networks.
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- Own end-to-end ITSM integration: incident, problem and change workflows between AIOps/correlation platforms and Service Now/Remedy/BMC suites.
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- Build automated ticket creation, enrichment and intelligent assignment/routing from alarm events into ITSM tools, with CMDB linkage.
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- Integrate AIOps platforms with telco EMS/NMS, OSS/inventory and ITSM systems via REST/API and streaming interfaces.
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- Support production environments — tuning correlation rules, ML retraining, and continuous RCA accuracy improvement with NOC/L1-L3 teams.
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- Define and report AIOps KPIs (MTTD, MTTR, noise reduction, automation coverage) and contribute to presales/PoC delivery for AIOps opportunities.
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Technical Skills & Tools-
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Category
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Tools / Technologies
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Telco Domain
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RAN, Core (EPC/5GC), Packet Core, Transport; 3G/4G/5G network elements and KPIs
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Observability & Monitoring
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Splunk, Thousand Eyes, Grafana, Prometheus, Elastic Stack (ELK), Dynatrace, Datadog, App Dynamics
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AIOps / Correlation Platforms
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Moogsoft, Big Panda, Service Now AIOps, Cisco Crosswork Health Insights, Ciena Blue Planet UAA, Pager Duty
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Alarm / Fault Management (FM)
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SNMP traps, syslog, streaming telemetry, NOC alarm consoles, EMS/NMS fault feeds, topology-based correlation
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ITSM & Integration
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Service Now ITSM/ITOM, BMC Remedy, Jira Service Management, CMDB integration, REST/SOAP APIs, workflow automation
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AI / ML & GenAI
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Python (scikit-learn, Tensor Flow/PyTorch basics), LLM-based RCA copilots, RAG pipelines, anomaly-detection models
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Autonomous Networks
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Closed-loop automation, self-healing remediation, TM Forum Autonomous Networks (AN) maturity levels, intent-based assurance
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Automation & Integration
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Ansible, Python, NETCONF/RESTCONF, Kafka/streaming telemetry, webhook & middleware integrations
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Delivery & Frameworks
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ITIL v4, Agile/Scrum, SRE practices, TM Forum ODA (assurance domain)
📌 AI Operations Strategist (Noida)
🏢 Impellam Group
📍 Noida