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Protocol Intelligence
Data-driven signals on your job's competitivenessTier-1 brand, metro location, popular SRE role, and unspecified mid-level experience increase candidate competition.
Medium because core SRE skills transfer, but regulated financial AI platform experience increases domain specificity.
Medium because role mandates AWS, Python, observability, and regulated platform and audit experience.
Job Description
Structured overview of role & requirementsAbout This Role
Operate and enhance the Internal MCP Gateway and associated AI platform services to ensure high availability, performance, and reliability.
Implement monitoring, observability, and audit capabilities to support AI agent tool-calling and MCP traffic analysis.
Collaborate with ML and Quality Engineers to support testing, safe rollout, and incident response, contributing to long-term architecture for federated MCP scale.
Minimum Requirements
Strong Python programming skills for platform and operational tooling.
Experience with observability and monitoring tools including metrics, tracing, logging, and dashboards.
Hands-on experience operating cloud services on AWS and knowledge of cloud-native reliability patterns.
Work Experience Required: Not explicitly mentioned in the JD.
Ideal Candidate Profile
Experience managing production-grade AI or ML platform services under audit and compliance requirements.
Background in site reliability engineering or platform operations supporting scalable, federated service architectures.
Ability to partner cross-functionally with ML, Quality, and engineering teams to ensure platform reliability and governance.