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🔎Team Information

The Research & Development Division develops in-cabin monitoring systems and Occupant monitoring systems to enhance the safety of drivers and passengers. Our goal is to ship faster and more reliable ML-based applications to the vehicles to come.

 

💻Responsibilities

- You are asked to critically review DL models developed and trained by DL researchers in the team.
- Your goal is to perform comprehensive analyses of these models to ensure their performance when deployed in production cars.
- You will identify the parameter space that is correlated with the weakness of these models.
- You will provide feedback to the AI researchers based on rigorous statistical evidence.

 

✔️Qualifications

1. Education: Bachelor's degree or higher in a relevant field
2. Experience (Industry Experience): Open to both entry-level and experienced candidates
3. Required Skills 
 - Proficiency in Python and Pytorch
 - Experience in STEM research utilizing data-based/statistical approaches (irrespective of major)
 - Strong background in Artificial Intelligence (Computer Vision field)
 - Experience in improving DL models through data-centric measures
 - Interest in IT-related knowledge and SW testing tasks

 

Preferred Qualifications

 - 3 years more of relevant experience
 - C/C++
 - Experience with collaboration tools (Jira, Confluence / MS Teams)
 - Experience in MLOps
 - Ability to formulate problems analytically
 - Ability to communicate in both Korean and English