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About us
R2A Labs is a young, rapidly growing startup working to break the dependence on fossil-derived materials that underpin so much of what we manufacture and use every day.
We are building technology to rethink bio-based material innovation and develop scalable solutions that compete with synthetic incumbents on both performance and cost. At the core of this is our R2A Lab-in-Loop Engine, a design system that replaces broad experimental trial-and-error with simulation-guided and highly targeted physical experimentation. By bridging the digital and physical worlds we develop high-performing and manufacturable bio-based materials, faster, and smarter.
About the role
We are looking for a Materials Informatics Scientist to sit at the centre of our discovery loop, converting chemical and physical modification strategies into digital workflows, and ensuring that simulation outputs and model behaviour translate faithfully into experimental decisions.
What you'll do
* Build and maintain molecular dynamics (MD) and DFT workflows that translate chemical and physical modification strategies into robust data pipelines
* Design and implement evaluation frameworks for computational models, defining metrics that capture generalisation, robustness, uncertainty, and experimental relevance, and assessing trade-offs between accuracy, data efficiency, and usability
* Close the loop between models and experiments: connect simulation outputs to validation results, identify and investigate discrepancies, and provide clear, actionable guidance to the lab team
* Develop robust analysis pipelines and benchmarking tools; visualise high-dimensional results in ways that surface real insight rather than confirm assumptions
* Interface closely with the experimental programme, identifying which data is most informative for model updates and ensuring learning compounds across iterations
* Activel
📌 Material Informatics Scientist (Milano)
🏢 R2A Labs
📍 Milano
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