Lead AI Platform Developer

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

  • AI platform service development and lead
  • AI platform structure design
  • AI platform development
  • MLOps (infrastructure, serving, etc.)
  • Build and lead development culture

Basic Qualifications

  • At least 5 years of hands-on experience or equivalent competence
  • Share the concerns in various fields such as data security/processing, infrastructure design, service planning/design, etc.

Preferred Skills and Experience

  • Experience in RDB (MySQL, PostgreSQL) or NoSQL (Redis, Couchbase)
  • Experience related to containerization / orchestration such as Docker, k8s, etc.
  • Other technologies: golang, terraform, vault, spark, etc.
  • Ability to understand and implement RESTful API servers
  • Experience in using Unix-based OS/Linux
  • Experience in using python-based web frameworks such as django, bottle, and sanic
  • Experience in Document Driven Development(DDD), Test Driven Development(TDD), Agile, CI/CD, Code Review, Coding Convention, Automated Testing
  • Those who have an understanding of Micro Service Architecture

Additional Requirement

  • Those who are fluent in at least one of the python or go programming languages
  • Experience in using various machine learning frameworks such as TensorFlow, PyTorch, and MXNet
  • Awarded for algorithm competition or hacking competition
  • Those who led the team on a development project