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Urgent

機械学習エンジニア

株式会社Preferred Networks

  • Work Location Tokyo
  • Company employee count 101 to 1,000

Job Summary

材料探索・創薬分野において、深層学習と計算科学を融合した革新的なシミュレーション技術の開発を担当します。主な業務として、汎用原子レベルシミュレータMatlantisの技術開発があり、深層学習と物理化学の知識を活用してアーキテクチャの改良による計算精度向上、予測精度が低い領域の原因究明と改善、最新研究に基づく追加機能の提案・実装を行います。また、顧客企業との材料共同開発では、Matlantisと計算資源を活用した顧客課題の解決、物理化学・計算化学の観点からの解決策提案、定期的な報告とフィードバックに基づくモデル改善を実施します。さらに、マテリアルズインフォマティクスを用いた製造・研究分野の課題解決、大学・企業との共同研究による新技術開発と実用化も重要な業務です。

Company Info

Preferred Networks is a company that conducts research and development of physical operations using robot arms and multiple sensors. We provide machine learning technology that has been developed using Franka Emika Panda arm and Franka Research 3, and we have experience in robot perception/control methods and provide knowledge and experience in this field.

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