Senior Data Scientist

5 meses atrás

Amadora, Portugal Siemens S.A. Tempo inteiro
Create a better #TomorrowWithUs At Siemens, we believe that technology with purpose has the potential to solve the greatest challenges of our time. With over 300 thousand of the world’s most brilliant minds and the power of a presence in more than 190 countries, we make a truly global impact.At the Lisbon Tech Hub, we drive change in our businesses and services, from Portugal to the world, in areas such as Cybersecurity, Software Development and Testing, Big Data, Artificial Intelligence, Cloud, and many more. With around a decade of history, the Lisbon Tech Hub is the – Dream Builders, Impact Creators & Future Makers.  Are you one of them? Join us  About Siemens Technology Department Siemens Technology is the central in-house research unit at Siemens and as such occupies an outstanding position within Siemens' R&D facilities. It acts as a strategic partner to support Siemens’ business units with R&D services, protects the company’s intellectual property, coordinates the collaboration with top universities worldwide, and supports standardization activities in all business units and regions. Through its R&D activities in Germany, USA, Portugal, China, India, Japan, and Eastern Europe, Siemens Technology helps to secure the company’s technological future and strengthen its ambition. What is your role in this?  This role is an opportunity for a data scientist who is enthusiastic about developing of applications in such areas as satellite and drone images processing, industrial monitoring and analytics, power grids optimization, leak detection in the pipelines, and many others. The business demands new ways of data processing, analysis and visualization, as well as performance optimization and process management based on cutting-edge technologies in web, big data and streaming. What are the responsibilities?
 Participate in development of analytic components in industrial systems for computer vision, condition monitoring, anomaly detection, predictive analytics, forecasting, signal processing Work with large-scale, versatile and complex real-world data from industrial facilities to produce innovative algorithms and new types of AI/ML models Explore the untapped potential of big data for design, engineering and analysis tasks Make fast prototypes, feasibility studies and devise revolutionary approaches to check new ideas Work jointly with data science and software development teams to create new solutions and products Advance the state-of-the-art in the field, including generating patents and/or publications in top journals and conferences We are looking for someone with…  Commercial experience (3+ years) in data mining, machine learning, knowledge discovery, artificial intelligence, signal processing, computer vision and related areas Proficiency with Python, Poetry and visualization libraries like Bokeh, seaborn Experience with Linux, Docker Proficiency in handling and analyzing large data sets Knowledge of deep learning tools like TensorFlow, PyTorch Great interest and motivation for applied research Good command in spoken English Would be beneficial to have experience with: MLOps tools such as AirFlow, DVC, ClearML Product development based on ML/AI algorithms, interaction with software development team Generative AI technologies Development pipeline aspects of data collection, organization, and integration AWS, CVAT Additional advantage would be: Degree in mathematics, statistics or related area Scientific publications References or proven successful industry experience Good results in Kaggle or similar contests What you can expect from us… A hybrid and flexible working model to promote a better work-life balance, along with a budget for home office support and the opportunity to do 16 hours a year of volunteer work. A health insurance, access to our on-site medical center, and the chance to join sports groups.In addition, you'll have access to online learning platforms and discounts with our partners. A shuttle bus to commute to the facilities and the possibility of financial support to your studies. What makes us proud as an employer: Top Companies to work in Portugal 2023 (by LinkedIn)  World's Best Employer 2023 - 1st place in the Engineering and Production category (by Forbes)  Most attractive company to work in 2023 - 6th place (ranking of Universum)  Company with the best reputation in the Technological/Industrial sector in Portugal 2023 (according to the Merco Empresas study) Please attach your CV in English. #Siemens #LXTechHub #TomorrowWithUs Siemens is committed to creating a diverse environment and is glad to be an equal opportunity employer. We strongly encourage applications from a diverse talent pool

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