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    AI Research Scientist - Madrid, España - NLP PEOPLE

    NLP PEOPLE
    NLP PEOPLE Madrid, España

    hace 5 días

    Default job background
    Descripción

    As an AI Research Scientist at Autodesk Research, you will be doing fundamental and applied research that will help our customers imagine, design, and make a better world. We are a team of scientists, researchers, engineers, and designers working together on projects that range from learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction.

    As a member of the AI Lab in Autodesk Research you will be an expert in research areas such as artificial intelligence, deep learning, generative AI, machine learning, computer vision, reinforcement learning, information retrieval, and natural language processing.

    Autodesk's AI Lab is active in the wider research community, targeting publications at CVPR, NeurIPS, ICML, ICLR, SIGGRAPH, and other top-tier conferences. We collaborate with top academic & industry labs, combining the best of an academic environment with product-guided research. We are a global team, located in London, San Francisco, Toronto, and remotely.

    Responsibilities

    Explore and develop new ML models and AI techniques
    Lead and collaborate on research projects within a global team
    Review relevant AI/ML literature to identify emerging methods, technologies, and best practices
    Work towards long-term research goals, while identifying intermediate milestones
    Build relationships and collaborate with academics and institutions
    Explore new data sources and discover techniques for best leveraging data
    Publish papers; attend and speak at conferences
    Think strategically about research directions

    Company:

    Autodesk

    Qualifications:

    Minimum Qualifications

    A Master's or PhD in a field related to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplines
    Publication track record in machine learning conferences and/or journals
    Significant post-graduate research experience, or 5 or greater years of work experience (actual job title/position will be commensurate to experience)
    Good background in statistical methods for Machine Learning (e.g. Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)
    Familiarity with Deep Learning techniques (e.g. Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.)
    Familiarity with PyTorch, TensorFlow, JAX or similar frameworks
    Strong coding abilities in Python and/or C++

    Preferred Qualifications

    LLMs and Natural Language Processing
    2D & 3D Generative AI
    Reinforcement Learning
    Computational geometry and geometric methods (e.g. shape analysis, topology, differential geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)
    Multi-modal deep learning and/or information retrieval
    Architecture, Construction, Manufacturing, Media & Entertainment or other Autodesk domains

    Educational level:

    Master Degree

    How to apply:

    Please mention NLP People as a source when applying

    Tagged as: Classification , Clustering , Industry , Master Degree , Neural Networks , NLP , Spain

    #J-18808-Ljbffr
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