Staff Engineer, AI Environments & Evaluations

Remanence; Paris; Hybride; EUR 90 000 - 150 000; Plein temps

Avantages offerts par ce poste

Competitive compensation

Equity

Relocation support

Hybrid work setup

Résumé du poste

Remanence is pioneering the next era of enterprise AI by building intelligent systems that learn continuously from real-world execution and transform complex workflows into dynamic, interactive environments.

As a Member of Technical Staff you’ll design pipelines, curricula, and evaluators, train simulators from deployment traces, and build reusable evaluation harnesses for robust generalization.

Responsabilités

• Build pipelines that generate tasks, initial states, tool configurations, and verifiers; automatically filter for validity, diversity, and difficulty.
• Develop curriculum strategies that select and generate tasks based on model failures, learning progress, and gaps in capability coverage.
• Train learned simulators from deployment traces to model user behavior, tool responses, and environment dynamics. Validate their fidelity against real interactions.
• Build reproducible evaluation harnesses and held-out tests that detect reward exploitation, simulator shortcuts, contamination, and failures to generalize.

Description du poste

Remanence is pioneering the next era of enterprise AI by building intelligent systems that learn continuously from real-world execution and transform complex workflows into dynamic, interactive environments.

As a Member of Technical Staff you’ll design pipelines, curricula, and evaluators, train simulators from deployment traces, and build reusable evaluation harnesses for robust generalization.