Innovative AI Professional

2 days ago

Kottayam, Kerala, India beBeeResearch Full time ₹ 40,00,000 - ₹ 50,00,000
Job Opportunity

Seeking an innovative AI professional to drive the development and deployment of AI/ML systems at scale. This role will play a pivotal part in enhancing BugRaid's agentic intelligence, enabling root cause analysis and automated remediation in complex enterprise settings.

This position bridges AI research and production engineering. The ideal candidate will experiment with large language models, reinforcement learning, and synthetic data, and implement these concepts into scalable, dependable systems.

Key Responsibilities:

  • AI System Development: Design and deploy AI agents that operate reliably under enterprise constraints, such as multi-cloud environments, zero data egress, and compliance requirements.
  • LLM & Agent Research: Develop and test reasoning workflows, prompting strategies, and tool-use policies tailored for large-scale observability data.
  • Training & Alignment: Utilize techniques like fine-tuning, RLHF, and reward modeling to ensure AI behavior aligns with real SRE workflows, avoiding reliance on toy datasets.
  • Synthetic Data Generation: Create scalable pipelines for producing synthetic incidents—logs, metrics, traces—used for training and benchmarking in scenarios with limited data.
  • Cross-Functional Collaboration: Collaborate closely with infrastructure engineers, SREs, and product leaders to incorporate AI research into the BugRaid platform.
  • Production Excellence: Design systems with built-in observability, monitoring, and CI/CD processes, ensuring failover, rollback, and resilience capabilities.
  • Frontier Tracking: Stay up-to-date with the latest research in LLMs, agentic AI, and reliability, incorporating innovations into enterprise production environments.

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