NLP Researcher

Technology
Full-Time

AITRCS is a professional startup of artificial intelligence technology, composed of the best machine learning R & D members. We are developing innovative source technologies and products intending to provide safe and reliable machine learning and artificial intelligence solutions.

AITRICS challenges every day to solve humankind's most critical issues. In particular, various AI technologies, including the 'Uncertainty-aware Attention mechanism' developed by AITRICS, have found and resolve a fatal defect of AI, such as eliminating the 'black box phenomenon.' We would like to improve AI algorithms' understanding and reliability and broaden the boundaries of AI.

In the first step, AITRICS changed the paradigm by solving various medical field problems, which require a high level of reliability and unmistakable evidence through our advanced machine learning technology. Applying this technology, we have achieved the results of developing software for the early prediction of emergencies in hospitals, VitalCare, and a solution for drug discovery based on artificial intelligence.

Based on its excellent technical capabilities and potential, AITRICS has attracted an 8 million dollars Series A investment and received significant attention from the industry. We have a partnership with major domestic and foreign hospitals and leading companies to collaborate. AITRICS is to solve problems in various fields and continuously innovate many industries based on excellent technological capabilities.

Technology Stacks

[Back-end]

  • Language: python, golang Python
  • Framework: Django, Bottle

[Front-end]

  • Language : HTML, Javascript(Typescript), CSS(Sass)
  • Library/Framework : React(Next.js), Vue(Nuxt.js), Rx.js, D3(Observablehq), Jest, webpack, storybook
  • Deployment : Vercel, Docker, Actions(github)

[Infra]

  • AWS : EC2, ECR, S3, RDS, ElasticCache, Codebuild, EKS
  • Docker Service as code : Terraform

[ML]

  • Language: python, golang Python
  • Framework: Django, Bottle

[Collaboration Tool]

  • Github, Confluence, Slack, Trello

Responsibilities

  • Research and development of the latest NLP models such as Natural Language Understanding, Natural Language Models, Dialog Models, and Question-Answering Models
  • Deep NLP Framework and Model Server construction
  • Deep NLP Model Compression

Basic Qualifications

  • Over 2 years of experience in deep NLP model service and R&D
  • Those who are proficient in deep learning frameworks (Pytorch, Tensorflow)
  • Those with excellent ability to read and implement NLP papers
  • Intermediate level or higher Python skill holder
  • Those who can voluntarily contribute to the team while enjoying collaboration with other team members

Additional Requirement

  • Academic journal thesis achievement holders and master's or doctoral degree holders related to Machine Learning / Deep Learning / NLP are preferred
  • Open Source (Github) Distributor or own famous Github Repo owner
  • Machine learning challenge winners such as Kaggle
  • Experience in developing mobile app services