Senior Staff Machine Learning Scientist

hace 5 días

Barcelona, España Ecovadis A tiempo completo

.Senior Staff Machine Learning Scientist (NLP) Work smart, have fun and make an impactOur purpose is to guide all companies toward a sustainable world.EcoVadis is the leading provider of business sustainability ratings. Our solutions are backed by an international team of experts and powerful technology.We analyze data and build sustainability scorecards that give companies actionable insights into their environmental, social and ethical risks.Why apply to EcoVadis? Be a part of the global sustainability change in business. Grow your career. Work with extraordinary people. Feel valued for your contribution. Learn more about our team and culture on EcoVadis careers page.Job DescriptionWe are looking for a highly motivated Senior Staff Machine Learning Scientist (NLP) to join our growing AI Center of Excellence team, responsible for using machine learning and natural language processing to drive innovation across the organization and accelerate positive impact on our planet and society. You will be part of the team of 20+ scientists and engineers delivering solutions for our product portfolio and enhancing operational excellence.Your global responsibilities will include (but will not be limited to):Innovating by adapting new machine learning algorithms and recent advances in generative AIPromoting best practices in machine learning and mentoring junior team membersLeading functional teams and projects to accelerate the adoption of technology and AI within the organizationBuilding, benchmarking, and maintaining machine learning models and identifying data annotation effortsLeveraging Python, MLflow, Azure stack (e.G., Azure cloud, Azure ML, Azure Data Factory) and Databricks to deliver end-to-end solutionsStaying in close contact with customers to evaluate their needs and recommend solutions that increase customer satisfaction and drive business valueStaying on top of technology trends in the area of, but not limited to, AI and apply this knowledge to the key challenges ahead of EcoVadisQualificationsEducation and experience10+ years of overall experience in machine learning and NLPExperience in leading end-to-end NLP projects, from design to implementation to integration, and applying best software development practicesExpert knowledge of machine learning from forecasting to architectures used in NLP, such as transformers and RNN models, conversational AI and NLP (e.G., question answering, information retrieval, machine translation) with a proven track record in industry and academiaAdvanced knowledge of ML frameworks and libraries (e.G., TensorFlow, PyTorch)Excellent mentoring skills and accountability for high quality and timely delivery of the initiatives they leadExperience in publishing at top-tier NLP conferences (e.G., ACL, EMNLP) and contribution to open source software development is considered a plusExperience of cross-functional collaboration in the development of AI-powered products and services (e.G

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