Research Engineer for Data Science and Machine Learning
Job Description
Sony is seeking a Research Engineer specializing in data science and machine learning to join their team focused on "Human-Centered Data Science." This role combines cutting-edge research with practical applications across Sony's vast ecosystem of services. The position offers a unique opportunity to work on projects spanning entertainment, financial, and electronics domains while contributing to academic research.
The ideal candidate will be part of a team working to enhance user engagement through personalization, understanding both online and offline behaviors, and creating new experiences based on these insights. The role involves developing user-friendly AI and data science technologies for data analysts and creators, while also focusing on improving interaction technologies.
Working at Sony, you'll be part of a company that aims to engage with over 1 billion users through direct-to-consumer services. The position offers exposure to real-world applications of machine learning and data science, with opportunities to publish research papers and work with various business divisions. The development environment includes modern tools and platforms such as AWS, GCP, Azure, and various BI/DA tools.
The role requires a strong academic background combined with practical experience, making it ideal for candidates who want to bridge the gap between research and industry applications. You'll be working in Tokyo, contributing to Sony's mission of filling the world with emotion through the power of creativity and technology. The company values dreams and curiosity, diversity, integrity, and sustainability, making it an excellent environment for professional growth and innovation.
Responsibilities For Research Engineer for Data Science and Machine Learning
- Research and develop machine learning algorithms
- Propose novel customer value using machine learning and data science techniques
- Design and develop prototype applications with development partners
- Work closely with business divisions including entertainment, financial, and electronics domain in the Sony group
- Publish research papers about these activities
Requirements For Research Engineer for Data Science and Machine Learning
- Master's or doctoral degree in computer science, artificial intelligence, machine learning, statistics, econometrics or related fields
- Proficiency in mathematics, statistical analysis, and data mining
- Experience in data analytics projects on actual product data and applying machine learning models
- 1+ research papers published in international conferences or workshops as 1st author
- 2+ years experience with Python programming
- Ability to speak and write in English fluently
