
Intelligent Incident Management Specialist
1 day ago
We're on a mission to revolutionize incident management with intelligent systems that detect, diagnose and resolve complex production issues.
Our goal is to achieve autonomous reliability for enterprise infrastructure. By combining AIOps and generative AI, we're creating a platform that's designed from day one for security, scale and production readiness.
We need a Senior AI Engineer or Research Scientist with practical experience in developing and deploying AI/ML systems at scale. Your contributions will drive our agentic intelligence, enabling our platform to conduct root cause analysis (RCA) and automated remediation in demanding enterprise settings.
Key Responsibilities- Design, implement and deploy AI agents that operate reliably under enterprise constraints such as multi-cloud environments, zero data egress and compliance requirements.
- Develop and test reasoning workflows, prompting strategies and tool-use policies tailored for large-scale observability data.
- Utilize techniques such as fine-tuning, RLHF and reward modeling to ensure AI behavior aligns with real SRE workflows.
- Create scalable pipelines for producing synthetic incidents—logs, metrics, traces—used for training and benchmarking in scenarios with limited data.
- Collaborate closely with infrastructure engineers, SREs and product leaders to incorporate AI research into our platform.
- 5+ years of production experience building and deploying ML/AI systems at scale.
- Strong foundation in deep learning, reinforcement learning or robotics.
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