NPC AI Development

1 Month ago • All levels • Artificial Intelligence

Job Summary

Job Description

Smilegate RPG seeks an experienced AI developer to join its AI center. Responsibilities include developing reinforcement learning-based NPC control technology, creating Unreal Engine-based game clients using AI APIs and speech recognition APIs (STT), and optimizing deep learning models (language models, speech synthesis). The ideal candidate will possess strong theoretical and practical knowledge of reinforcement learning, experience with frameworks like PyTorch, Unreal Engine game client development, deep learning model lightweight techniques (network pruning, quantization, knowledge distillation), and fine-tuning pre-trained models. Proficiency in C++ and Python is essential.
Must have:
  • Reinforcement learning expertise
  • PyTorch experience
  • Unreal Engine game development
  • Deep learning model optimization
  • Pre-trained model fine-tuning
  • C++ and Python programming
Good to have:
  • AI-related Master's degree
  • Game company experience
  • AI API (OpenAI API) usage in games

Job Details

수준 높은 기술력을 바탕으로 세계 최고의 온라인 MMORPG 게임을 개발&운영하고 있습니다.
담당업무
- 강화학습 기반 NPC 제어 기술 개발 - AI API를 활용한 언리얼 기반의 게임 클라이언트 개발 - 음성 인식 전문 지식을 기반으로 한 STT API 활용 게임 클라이언트 개발 - 딥러닝 모델의 경량화 및 최적화(언어 모델, 음성 합성)
자격요건
- 강화 학습에 대한 이론적 지식 및 실무 경험 보유 - PyTorch 등 프레임워크를 활용한 신경망 설계, 구현, 학습 경험 - 언리얼 엔진 기반의 게임 클라이언트 개발 경험 - 딥러닝 모델 경량화 기술 경험 (예: Network Pruning, 양자화, Knowledge Distillation 등) - Pre-trained 딥러닝 모델을 특정 응용 분야에 맞게 Fine-tuning하여 적용한 경험
필요역량
- 주도적인 문제 정의 및 문제 해결 능력 - C++, Python 프로그래밍 능력 - 오픈 소스/오픈 모델 활용 능력 - 상호 존중과 열린 자세에 기반한 커뮤니케이션 및 협업 능력
우대사항
- AI 유관 전공 석사 이상이신 분 - 게임 회사 근무 경험이 있으신 분 - AI API(Open AI API 등)를 게임에 활용해본 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.


스마일게이트알피지 채용 SNS 안내

채용 외 다양한 회사 소식을 공유하는 스마일게이트알피지 채용 SNS 페이지를 운영하고 있습니다.

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-

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

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About The Company

Seongnam-si, Gyeonggi-do, South Korea (On-Site)

Seongnam-si, Gyeonggi-do, South Korea (On-Site)

Seongnam-si, Gyeonggi-do, South Korea (On-Site)

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