
AI Solutions Architect
1 week ago
As a key member of our team, you will play a pivotal role in developing and implementing cutting-edge AI solutions that drive enterprise reliability.
Our mission is to push the boundaries of what is possible with artificial intelligence, creating systems that can detect, diagnose, and resolve complex production incidents with ease.
This position requires a unique blend of technical expertise and business acumen, as you will work closely with cross-functional teams to design and implement scalable, dependable systems that meet the needs of our customers.
Some of the key responsibilities of this role include:
- Design and implementation: You will be responsible for designing and implementing AI agents that operate reliably under enterprise constraints, such as multi-cloud environments and compliance requirements.
- Reasoning workflows and tool-use policies: You will develop and test reasoning workflows, prompting strategies, and tool-use policies specifically tailored for large-scale observability data.
- Fine-tuning and reward modeling: You will utilize techniques such as fine-tuning, RLHF, and reward modeling to ensure AI behavior aligns with real SRE workflows, thereby avoiding reliance on toy datasets.
- Synthetic incident creation: You will create scalable pipelines for producing synthetic incidents - logs, metrics, traces - used for training and benchmarking in scenarios with limited data.
- Collaboration and innovation: You will collaborate closely with infrastructure engineers, SREs, and product leaders to incorporate AI research into our platform, driving innovation and improving customer outcomes.
- System design and resilience: You will design systems with built-in observability, monitoring, and CI/CD processes, ensuring failover, rollback, and resilience capabilities.
In addition to these responsibilities, you will also be expected to stay up-to-date with the latest research in LLMs, agentic AI, and reliability, incorporating these innovations into our enterprise production environments.
At our company, we value research rigor, engineering excellence, and execution speed. If you are a motivated and talented individual who is passionate about AI and its applications, we encourage you to apply for this exciting opportunity.
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