AQEMIA
AQEMIA
AQEMIA — кванттық физика, жасанды интеллект және дәрі-дәрмек әзірлеу тоғысында жұмыс істейтін фарматех компаниясы. Компанияның меншікті технологиясы эксперименттік деректерге сүйенбей-ақ жаңа дәрілік зат кандидаттарын жасауға арналған және зерттеушілерге кең ауқымды мүмкіндіктерді жылдамырақ зерттеуге көмектеседі. Компания денсаулық сақтау, биотехнология және жасанды интеллект салаларында жұмыс істеп, фармацевтикалық зерттеулердегі есептеу тәсілдеріне қызығушылық танытатын адамдар үшін белгілі бір бағытқа шоғырланған орта ұсынады.

Applied AI Research Scientist - Paris Hybrid

Develop deep-learning and machine-learning models for AQEMIA’s drug discovery platform. Work with chemists and biologists to prioritize compounds and predict molecular properties.

Сипаттама

  • Create advanced deep-learning methods, including graph neural networks, generative models, and physics-based approaches
  • Conduct research and review relevant scientific literature
  • Partner with research and drug discovery teams to turn models into practical insights
  • Build reliable regression and ranking models from molecular and biological datasets
  • Work with chemists and biologists to prioritize promising compounds
  • Lead machine-learning workstreams from objective setting and scheduling through stakeholder communication
  • Provide models and predictions that support scientists’ daily workflows
  • Model molecular properties and protein–ligand interactions
  • Develop machine-learning systems for internal and partner drug discovery programs

Талаптар

  • Master’s or doctoral degree in computer science, machine learning, computational chemistry, or a related discipline
  • Demonstrated problem-solving ability, independence, and willingness to collaborate
  • Around three to five years of experience applying machine learning in scientific or industrial environments
  • Proficiency with machine-learning frameworks including PyTorch, TensorFlow, and Scikit-learn
  • Strong Python development skills
  • Experience using libraries for scientific computing

Артықшылықтар

  • Flexible working options with up to two remote days each week
  • Work from offices in central Paris or London’s King’s Cross
  • Contribute to advanced drug discovery and the development of new medicines
  • Collaborate with leading pharmaceutical companies
  • Join an interdisciplinary group spanning AI, physics, biology, medicinal chemistry, and software engineering
  • Share expertise, learn from colleagues, and help shape the future of drug invention

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