Senior AI Developer – SOC Automation (Mumbai)

Senior AI Developer – SOC Automation (Mumbai)

29 Aug
|
ToCumulus
|
Mumbai

29 Aug

ToCumulus

Mumbai

Job Title: Senior AI Developer – SOC Automation (L2)
Location: Reliance Corporate Park (RCP), Navi Mumbai
Working Hours: 9:00 AM – 6:00 PM
Mode of Interview: Face-to-Face or MS Teams
Headcount: 2 Positions (L2 Level)
Position Summary
As part of the SOC Automation team, the Senior AI Developer – SOC Automation (L2) will build and operate AI-powered components that automate key cybersecurity workflows. Working closely with the AI Lead, the incumbent will develop LLM-powered sec bots, machine learning models, and automation scripts, integrating them with monitored environments spanning cloud platforms (Azure, GCP, AWS) and on-premises infrastructure. This is a hands-on development and engineering role that requires building code, microservices, and autonomous agents, maintaining deployed models, and continuously expanding automation coverage based on operational SOC feedback

Requirements

Key Responsibilities
AI/ML Development & Sec Bots:
Build and maintain AI agents and sec bots for alert classification, anomaly detection, threat prioritization, and automated triage.




Develop and fine-tune NLP models for log parsing, security alert summarization, phishing analysis, and IOC extraction.
Implement feature engineering pipelines processing log data from Microsoft Sentinel, GCP Security Command Center (SCC), Trend Micro XDR, on-premises SIEM sources, and other security monitoring tools.
Build and optimize Retrieval-Augmented Generation (RAG) pipelines to provide LLMs with context grounded in internal threat intelligence and playbook knowledge bases.
Experiment with, evaluate, and prompt-engineer AI models tailored for SOC-specific use cases.
Automation & Security Integration:
Develop Azure Functions and Logic Apps to automate real-time alert enrichment, triage routing, and notification workflows.
Build and maintain SIEM/SOAR integrations—writing custom playbook actions and connectors for Microsoft Sentinel SOAR and LogRhythm SIEM.
Integrate AI model outputs with enterprise

📌 Senior AI Developer – SOC Automation (Mumbai)
🏢 ToCumulus
📍 Mumbai

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