AI Developer ([LOST ARK Mobile])

5 Months ago • All levels

Job Summary

Job Description

Smilegate RPG seeks an AI Developer for their [LOST ARK Mobile] project. Responsibilities include developing reinforcement learning-based NPC control and level generation technologies; creating conversational NPCs using RAG, TOD, and Persona Chatbot techniques with LLM integration; and developing AI learning and serving platforms. The ideal candidate possesses deep learning/reinforcement learning expertise, experience with LLM-based chatbot development (RAG, TOD, Persona Chatbot), proficiency in deep learning frameworks (PyTorch, Ray, PEFT/TRL), LLM frameworks (Langchain, vLLM), and AI backend server process development. Strong problem-solving, communication, and collaboration skills are essential.
Must have:
  • Deep learning/Reinforcement learning experience
  • LLM-based chatbot development (RAG, TOD, Persona Chatbot)
  • Proficiency in PyTorch, Ray, PEFT/TRL, Langchain, vLLM
  • AI backend server process development experience
  • Python programming skills
Good to have:
  • AI-related Master's degree or higher
  • Game company work experience

Job Details

수준 높은 기술력을 바탕으로 세계 최고의 온라인 MMORPG 게임을 개발&운영하고 있습니다.
담당업무
- 강화 학습 기반 NPC 제어 기술 개발 - 강화 학습 기반 레벨 생성 기술 개발 - Retrieval Augmented Generation(RAG), Task Oriented Dialog(TOD), Persona Chatbot 기술 기반 대화형 NPC 개발 - LLM 기반 NPC 제어 기술 개발 - AI 학습 및 서빙 플랫폼 개발
자격요건
- 딥러닝/강화학습 관련 지식과 실무 경험 - LLM을 활용한 챗봇(RAG, TOD, Persona Chatbot) 개발 경험 - 딥러닝 관련 학습 프레임워크(Pytorch, Ray, PEFT/TRL 등) 및 LLM 관련 프레임워크(Langchain, vLLM 등)를 이용한 실무 경험 - AI 백엔드 서버 프로세스 개발 경험
필요역량
- 주도적인 문제 정의 및 문제 해결 능력 - 신경망, 기계 학습에 대한 이해 및 엔지니어링 능력 - Python 프로그래밍 능력 - Open Source 활용 능력 - 상호 존중과 열린 자세에 기반한 커뮤니케이션 및 협업 능력
우대사항
- AI 유관 전공 석사 이상이신 분 - 게임 회사 근무 경험이 있으신 분
제출서류
경력기술서 제출이 필요합니다. 포트폴리오 제출이 필요합니다.

기타 안내사항

- 스마일게이트는 그룹 내 다양성과 포용성 증진을 위해 장애인과 국가유공자 등 취업보호대상자를 관련 법령에 의거하여 우대합니다.

- 본 채용은 수시진행으로, 입사확정자 발생 시 조기에 마감될 수 있음을 참고 부탁드립니다.

- 서류전형 합격자를 대상으로 온라인 인성검사를 진행하며(약 30분 소요), 면접 시 참고자료로 활용됩니다.

- 입사지원서에 기재된 학력 및 경력 등 기재사항이 허위로 판명되는 경우 합격이 취소될 수 있습니다.

- 전형일정 및 결과에 대해서는 가입된 이메일 또는 Smilegate Careers 지원현황을 통해 안내드립니다.

- 입사 시 3개월의 수습기간이 적용되며 수습기간 동안 인사제도, 급여, 복리후생 등은 모두 동일하게 적용됩니다.

- 기타 채용관련 문의사항은 1:1 문의하기를 통해 접수해주시면 빠르게 답변 드리도록 하겠습니다.

채용절차
  • 서류전형
  • 1차 면접전형
  • 2차 면접전형
  • 입사협의
  • 최종결과

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