Research Scientist - GenAI (5+ years)

1 Month ago • 5 Years + • Research Development

Job Summary

Job Description

KRAFTON has been focusing on deep learning research since 2021, expanding its game production capabilities and investing in core talent. The Deep Learning Division aims to provide AI solutions through internal and external collaborations and develop unique services via deep learning research. Key directions include enhancing game production efficiency through deep learning and developing CPC for user interaction. The GenAI Research R&D team focuses on Generative AI models for Language Model, Voice Synthesis, Vision & Animation, with a strong emphasis on Multimodal LLM/modeling research to integrate these technologies into game production.
Must have:
  • Conduct applied research to explore and improve the performance of various Generative deep learning models.
  • Research multi-modal LLMs applicable to game agents like CPC.
  • Understand and implement the latest deep learning papers in the GenAI field.
Good to have:
  • Excellent research achievements related to Generative Modeling and Multi-modal LLM

Job Details

KRAFTON is dedicated to identifying and publishing games worldwide that offer a uniquely enjoyable experience, crafted by our globally recognized production studios known for their distinctive creativity. We continuously push the boundaries of gaming enjoyment by embracing new challenges and technologies, expanding our platforms and services to captivate an even larger fan base. In collaboration with our passionate and driven team, we strive to establish ourselves as a renowned creator of masterpieces in the global gaming market.

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More information about the Deep Learning Division can be found on the KRAFTON Deep Learning Division homepage (click the image below) and the KRAFTON Deep Learning Division introduction video.

(Shortcut: KRAFTON AI)

![](https://i.imgur.com/w0GVi4R.png)

Introducing Our Team (Project)

Since 2021, KRAFTON has identified deep learning as a new area to expand our game production capabilities and a field for continuous new challenges. We are focusing on research in this area and actively investing, including recruiting key talent, to accelerate its development.

[Deep Learning Division Vision]

KRAFTON's Deep Learning Division collaborates with various internal and external fields to provide AI solutions for diverse problems and develops our own services through proprietary deep learning technology research. There are two main directions:

  • Developing deep learning technologies to aid game production, thereby increasing game production efficiency and universality.
  • Developing CPC (Character Playable Character) that can play games with users.

[GenAI Research R&D]

The Deep Learning Division is researching and developing Generative AI models necessary for deep learning technologies such as Language Model, Voice Synthesis, and Vision & Animation, which are required for the above vision. In particular, we are focusing on Multimodal LLM/modeling research that effectively encompasses these and freely combines each elemental technology. These technologies are integrated into the actual game production environment to innovate the game production workflow and expand creativity.

[Culture Fit]

Members of the Deep Learning Division can interact and collaborate with team members from various fields through diverse projects and propose creative ideas for various problems. An atmosphere that encourages free expression of opinions regardless of age or position is fostered. Teams are formed by individuals from diverse cultural backgrounds, and methods to overcome language barriers, such as interpretation and translation, are actively supported for lively communication.

Introducing the Mission You Will Undertake with Our Team.

[Applied DL Research - GenAI Team]

As a Research Scientist in the GenAI Research Team, your responsibilities will include:

  • Applied research to explore and improve the performance of various Generative deep learning models.
  • Research on multi-modal LLMs that can be utilized in game agents such as CPC.
  • Understanding and implementing the latest deep learning papers in the GenAI field.

We want to grow with someone who has these experiences! (Required Qualifications)

  • Master's/Ph.D. degree or equivalent research experience in a deep learning-related field.
  • Experience writing papers for top-tier AI/ML conferences (NeurIPS, ICLR, ICML, etc.) or related top-tier journals.
  • Ability to lead research, quickly understand deep learning papers, and design experiments.
  • Development or project experience related to the latest deep learning models such as Transformer, Diffusion.
  • Ability to quickly adapt to new domains.
  • Smooth work communication skills.
  • No disqualification for overseas travel.

If you have these experiences, you are the one we are looking for! (Preferred Qualifications)

  • Excellent research achievements related to Generative Modeling and Multi-modal LLM.

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To join KRAFTON's challenge, the following selection process is required.

  • Document Screening > *Assignment Screening (Pre-test) > Practical Interview (Technical Fit Interview) > Final Interview (Culture Fit Interview) > Acceptance and Onboarding
  • *This procedure may vary depending on the position and candidate.
  • This is an ongoing recruitment, and it may close early if recruitment is completed.
  • If necessary, additional interviews and job tests may be added.
  • The selection schedule and pass/fail results will be individually notified via the email or phone number registered in your application.

Please check the required documents!

  • Application form (free format), self-introduction (required), academic transcript (required), portfolio (optional)
  • For new graduates, please focus on your self-introduction; for experienced candidates, please focus on your career description.
  • If attaching a portfolio, please check the information below.

Work Location

  • Yeoksam Centerfield West Tower

Employment Type

  • Full-time

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Please check the information below!

  • Those eligible for employment protection, such as persons with disabilities and national merit recipients, will be given preferential treatment in accordance with relevant laws.
  • If there are false statements in your application, your acceptance may be canceled.
  • For questions during the recruitment process, please refer to the KRAFTON Recruitment FAQ.

BE BOLD, LEARN AND WIN! Would you like to explore KRAFTON’s growth and adventure stories?

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