Pre-Sales Solutions Architect - AI Agent & Workload Security

Pre-Sales Solutions Architect - AI Agent & Workload Security Cork City, Ireland Tigera secures AI agents on any Kubernetes platform, from the kernel with eBPF. With Tigera Lynx, enterprises run AI agents in production and stay in control: Lynx discovers every agent, governs every call, contains any agent that steps out of line, and keeps a record of what each one did. Tigera created Project Calico, which secures more than 8 million Kubernetes nodes every day, and the commercial Calico platform i

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Covered skills: AI fundamentals Solutions architecture

Skills to close: None listed

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Understand why evaluation credibility depends on institutional controls, not just technical scores.

2. Scoping Evaluations for Specific Use Cases

Define what to test by anchoring evaluation scope to deployment context, users, and risk level.

3. Designing Test Suites Beyond Accuracy

Select tests that probe robustness, safety, fairness, privacy, and adversarial behavior for your use case.

4. Structuring Independent Review and Publication

Build processes that protect evaluator authority and ensure findings reach decision makers.

5. Connecting Evaluation to Release Decisions

Turn test results into actionable gates that approve, block, restrict, or require mitigations.

6. Communicating Evaluation Findings to Non-Technical Stakeholders

Translate test results, limitations, and uncertainty into clear risk narratives for executives and regulators.

7. Evaluating AI Vendors and Third-Party Models

Apply evaluation governance principles to procurement decisions and vendor assurance claims.

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