- Research efficient data wrangling algorithms to transform various types of raw data into structured data for different downstream tasks.
- Develop data discovery and data integration systems by leveraging the power of Large Language Models.
- Create prototypes targeting practical adoption in business use cases.
- Publish research papers in reputed scientific journals, and conferences. Showcase the work via presentation in invited talks, conferences workshops, and/ or poster sessions.
- Advance team as well as FRA goals through academic as well as industrial collaborations.
- Ph.D. in Computer Science, Data Science, Electrical Engineering, Mechanic Engineering Mathematics, or Physics with some research background in the area of machine learning, natural language processing, or software engineering.
- Strong publication record demonstrated by accepted or published research papers in high-quality conferences and/ or journals.
- At least 4 years of research experience working in machine learning, human-computer interaction, or software engineering.
- Strong background and knowledge in Auto Data Wrangling, AutoML, machine learning, natural language processing, human-computer interaction, and software engineering.
- Knowledge of areas such as optimization or software program analysis is a plus.
- Expert in Python programming.
- System development experience in web-based systems or large-scale backend systems.
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Member of Research Staff - Sunnyvale, United States - Fujitsu
Description
Job DescriptionFujitsu Research of America (FRA) was founded in Silicon Valley to extend the global reach of Fujitsu R&D. By conducting advanced research across several key technologies such as AI and quantum computing, FRA supports Fujitsu's purpose to make the world more sustainable by building trust in society through innovation.
Fujitsu Research of America (FRA) is inviting applications for an entry-level research staff member position in machine learning. The selected candidate will work from FRA's Sunnyvale office. The successful candidate will have a Ph.D. in Computer Science, Data Science, Electrical Engineering, Mechanic Engineering, Mathematics, or Physics with a focus on machine learning, human-computer interaction, or software engineering.
Job responsibilities:
About Us
Fujitsu at a Glance
Fujitsu is a leading information and communication technology (ICT) company, headquartered in Japan, offering a full range of technology products, solutions, and services. Approximately 132,000 Fujitsu people support customers in more than 100 countries. We use our experience and the power of ICT to shape the future of society with our customers.
We are a corporate culture that places great value on the pursuit of new possibilities previously unimagined and brings them to fruition. This has been the foundation of Fujitsu's success since its inception. In an increasingly competitive world, in which the pace of change continues to accelerate, Fujitsu must strive for continuous innovation. Each and every employee will rise to the challenge of creating new value amid changes in the management environment, technology, society and the marketplace. With a spirit of challenge, we are committed to the continuous creation of new value. Fujitsu wants innovators like you
At Fujitsu, one of our corporate principles is "We respect human rights". This principle underpins all our corporate and individual activities and guides the actions of every Fujitsu Group member. We embrace diversity and equal opportunity. Qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. By empowering people, we can unleash our collective strengths to create a better experience for our employees, our customers, and our partners.
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