Ai Researcher

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tackle social challenges and improve our future world With our focus on 5 key technologies - Computing Network AI Data Security and Converging Technologies - we deliver comprehensive value to our customers by combining them creatively and dynamically Fujitsu s R D vision is to create cutting-edge technologies that support society and prioritize the flow of data Our five key technologies are essential elements for collecting data from all parts of society transporting it over ultra-high-speed and secure networks analyzing it with trusted AI converting it into value and returning it to society Central to realizing our strategy and vision are the people behind our R D initiatives We strive to foster top-notch talent in the innovation process by nurturing skilled individuals equipped to advance this cause with originality and dedication Fujitsu s R D team is strategically located in Japan North America Europe Israel India and China to leverage the expertise of global talents to create cutting-edge technologies Fujitsu s trusted technologies are aligned with the UN s Sustainable Development Goals SDGs to promote sustainability while protecting the planet Through open innovation co-creation and startup collaboration Fujitsu s trailblazing technologies underpin the transformation process working with customers and Fujitsu businesses to solve real-world problems in today s digital society Website Greetings from Fujitsu Research Lab About us At Fujitsu AI Lab we are at the forefront of research innovation and product development in areas such as AI artificial intelligence Machine Learning ML and Data Science Our technologies are integrated into Fujitsu s products and customer systems across sectors like finance telecommunications manufacturing healthcare and social infrastructure We are committed to shaping the future with cutting-edge AI research driving advancements in fields such as Generative AI Cognitive AI Graph ML ML models for complex temporal and multimodal data Role Purpose As an AI Researcher you will lead groundbreaking research aligned with Fujitsu s AI strategy Your work will directly influence product innovations and the development of novel AI technologies Additionally you will drive scientific exploration publish in top-tier conferences and journals and secure patents for innovative work Roles and Responsibilities- Followings are Researcher s duties Technical Skills required- Advanced AI ML Expertise Deep understanding of fundamentals of theoretical machine learning statistical theory of learning AI related topics and concepts and their practical implementation in various domains Up to date with the latest in AI algorithms neural architectures e g attention transformers state-space models etc and their application in discriminative and generative models explainable AI causal reasoning knowledge representation concept discovery extraction continual learning etc Prior experience in applying them to one or more of the following areas or related topics natural language LLMs human cognition computer vision point cloud graphs multi-modal data analytics time-series sequence modelling complex task completion dynamic optimization etc Proficient in AI ML Programming Advanced skills in coding working with AI ML libraries and familiar with major AI platforms and tools Strong publication track in top-tier conferences such as ICML ICLR NeurIPS AAAI IJCAI AISTATS SIGKDD ACL NAACL etc For computer vision domain publications in top CV conferences like CVPR ICCV ECCV is expected Desirable Well-informed with latest conceptual advancements in the deployable AI framework such as AI agents autonomous systems etc Core Research Leadership Identify and Frame Research Problems Brainstorm with other researchers to scope new research projects in specified areas Identifies critical research challenges and develop innovative solutions by differentiating your approaches from the current state of the art Develop Advanced Technologies Design new algorithms neural architectures and computing methodologies Implement and validate through theoretical and experimental research Conduct Rigorous Data Analysis Collect and analyze data to draw inferences support proposed solutions and demonstrate their practical applications Collaboration Knowledge Sharing Share key findings with internal leadership including Project Leaders Research Managers and Project Directors Research Publication IP Draft and submit patents Author research papers for submission to prestigious AI ML CV NLP conferences and journals Academic Partnerships Engage with academic institutions and collaborators expanding Fujitsu s network and promoting cutting-edge AI research Industry Impact and Application Engage with Applied Research Teams Collaborate closely with applied researchers to transform core scientific discoveries into practical solutions Abstract complex research problems from real-world challenges Support Technology Transition Facilitate the transfer of research outcomes to business units demonstrating their value to external clients and driving real-world impact Additional Expectations Scientific Leadership Strong vision for research and the ability to lead scientific projects towards impactful breakthroughs Communication Exceptional communication report writing and presentation skills with the ability to translate complex research into understandable and actionable insights Adaptability and Growth Mindset Willingness to learn new fields explore uncharted territories in AI and develop cross-disciplinary skill sets Education Research Experience Ph D in AI Machine Learning Computer Science or a related field with a research experience of 3-10 years post PhD Person with more experience will be considered for appropriate positions Relocation Supported Yes Visa Sponsorship Approved Yes Copyright 1995 - 2024 Fujitsu x Cookie Consent Manager When you visit any website it may store or retrieve information on your browser mostly in the form 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