◆◆ Freelancer OK!! ◆◆
Lang-8, Inc. is a fast growing language learning startup based in Japan. Our main product is HiNative, a language learning Q&A app used in 232 countries and in 113 languages worldwide with 10+ million monthly active users. We are looking for a Machine Learning Engineer who is interested in working on cutting edge machine learning (ML) and natural language processing (NLP) technologies for HiNative.
As we grow our service, we face interesting NLP and ML challenges, including: improving search, feed personalization, quality estimation, machine translation, grammatical error correction, automated scoring, assessment, etc. If any of these topics interest you, this position for you!
Responsibilities
Research and develop NLP and ML features (such as search, feed, recommendation, quality estimation of questions and answers) for HiNative
Implement and deploy NLP/ML features and systems to production
Publish technical results via blog articles, open source projects, and/or academic papers
Required qualifications
BS, MS, or PhD degrees (or equivalent) in Computer Science, Statistics, Mathematics, or relevant fields
Basic knowledge of NLP, ML, mathematics, and statistics
Software development experience in Python and/or Ruby
Machine learning development experience with numpy, scikit-learn, pandas, etc.
Preferred qualifications
Deep learning development experience using PyTorch, TensorFlow, or other frameworks
Research experience in NLP or ML with publications
Contributions to open source projects
Backend development experience
【その他】
Freelance OK
<Lang-8 2020's strategy and company information>
https://www.wantedly.com/companies/lang-8/post_articles/206872
【Engineer Blog】
https://www.wantedly.com/companies/lang-8/post_articles/188043
https://www.wantedly.com/companies/lang-8/post_articles/175379
<機械学習エンジニア日本語版募集ページ >
https://www.wantedly.com/projects/435228