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Company Name
Stockmark Co., Ltd.
Job Type
1064 [Dev] Natural Language Processing Researcher (LLM)
Work Detail
[Job Description] The Research Department conducts research and development in natural language processing and machine learning, and works closely with the product team to develop natural language processing and machine learning functions for products. We also conduct joint research on knowledge graphs with the Inui Laboratory at Tohoku University and have published "Introduction to Natural Language Processing with BERT (Ohmsha)." This position will lead research and development in natural language processing and machine learning within the Research Department. ■Specific Job Responsibilities Development of natural language processing and machine learning functions for products Development of methods for structuring news articles using named entity recognition and text classification Construction of business-useful knowledge graphs from news articles Development of recommendation methods for news articles Research and development on text summarization and text generation from news, papers/patents, and general business documents Scope of Changes in Job Responsibilities: Development and operation of company-operated services and products, related tasks, and other tasks designated by the company [Development Environment] [Organizational Structure] Research Division (9 members) - LLM Unit (3 members) [Main Programming Language] Python
Ideal Profile
Required Skills
*All are required
- Deep knowledge and work experience in natural language processing
- Graduate degree in science or engineering
Preferred Skills
Research and practical experience in any of the following technologies:
- Deep learning language models such as BERT
- Named entity recognition, text classification, relation extraction
- Knowledge graphs
- Text generation, machine translation
- Syntactic analysis, dependency parsing, semantic analysis
Experience with papers accepted at peer-reviewed international conferences and in English academic journals
Desired Candidate Profile
Inherently interested in technology and ambitious to become a leading expert in the field
Enjoys following and verifying the latest theories by reading papers
Can communicate with the business side and think about how to deliver to customers and grow the business
Work Location
[Head Office Location] LIFORK MINAMI AOYAMA S209, 1-12-3 Minami Aoyama, Minato-ku, Tokyo [Work Location] Head office or home or any other location where remote work is possible (no restrictions on location) *Full remote work is permitted
Phd. Stating Salary
Monthly Salary: ¥584,000 - ¥1,042,000