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Technology Field
Machine Learning
Position Summary
We aim to develop groundbreaking tools and services through the application of AI to data science. On our team, you will gain hands-on experience with exploratory and challenging projects, ranging from research and development to the development of new services using research results.
As such, you will be responsible for the research and development of reinforcement learning algorithms in a project that focuses on the application of reinforcement learning to the learning of business activities (marketing, promotion, development, customer service, etc.), as well as the implementation of developed algorithms for those systems.
Responsibilities
■Research, development, and evaluation of state-of-the-art algorithms in reinforcement learning.
■Application of software engineering skills.
■Presentation of performance report.
■Communication with collaborators, including non-ML experts.
■Development of libraries for the practical use of research results.
■Writing papers about research results to be submitted to scientific journals and/or top international conferences.
Required qualifications
■Either currently pursuing, or have already obtained, a Ph.D. or M.S. in Computer Science or a related field.
■Expertise and excellent research track record in reinforcement learning.
■Implementation skills to advance research and development in Python.
■Strong communication, interpersonal, and presentation skills.
■Ability to work independently and in a team environment.
Preferred qualifications
■Broad knowledge and research experience in various areas of machine learning and computer science.
■Skills in developing commercial software (requirement definition, software design, implementation, testing, project management).
■Experience leading teams.
Product, Service
Our goal is to propose new services and/or new functions for existing products and services.
Development Environment
OS: Windows and Linux
Application Requirements
Essay: Not Required
Coding test: Python