[Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
Description For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
KRAFTON is a global game company dedicated to delivering unique and enjoyable gaming experiences worldwide. The Deep Learning Division, established in 2021, focuses on expanding game production capabilities through AI innovation. The division has four main directions: Production Cost Down (using deep learning to streamline game production), New Way to Create (expanding creativity through generative AI), Virtual Friends (developing AI-based virtual companions), and Unique, Endless Gameplay (providing limitless gaming experiences).
The team conducts research in Language Models, Voice Synthesis, Vision & Animation, Reinforcement Learning, and Data-centric AI. They also work on large-scale models, model optimization, and multimodal research combining various technologies. These innovations are integrated into actual game production environments to revolutionize workflow and expand creative possibilities.
As a Backend Engineer in the Deep Learning Division, you'll be responsible for designing, developing, and operating platform services that leverage deep learning technology to enhance game production processes. You'll work on deployment processes, ensure stable operation of services, and stay current with rapidly evolving deep learning technologies. The role requires strong communication skills to work effectively with PM teams and upper management.
The ideal candidate should have at least 3 years of development experience, particularly in AI-enabled services, and possess strong problem-solving abilities. Knowledge of cloud technologies, container orchestration, and CI/CD is essential. The team culture promotes free exchange of ideas regardless of age or position, and actively supports breaking down language barriers for effective communication among team members from diverse backgrounds.
This is an excellent opportunity for a backend engineer passionate about applying deep learning technologies to revolutionize game development. You'll be part of a forward-thinking team that's pushing the boundaries of AI integration in gaming, while working in an inclusive environment that values diverse perspectives and innovative thinking.
Responsibilities For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
- Design, develop, and operate platform services that can shorten game production processes and create new creative using deep learning technology
- Design processes related to project deployment and operation, and be responsible for stable operation and functional updates of already deployed services
- Identify and share new technology trends in line with the rapid development of deep learning technology
- Handle communication with PM team regarding schedules and deliverables within the service development/operation cycle
- Manage communication to ensure service development direction and progress are well shared with upper management
- Create various technical documents involved in the service development process
Requirements For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
- 3+ years of development experience
- Experience in designing, developing and operating (including incident response) AI-enabled services directly or indirectly
- Ability to proactively analyze and propose solutions to problems
- Ability to understand and implement development requirements specifications
- Ability to share unexpected issues with team members and upper organization in a timely manner
- Basic knowledge of Cloud, Container Orchestration Tools, CI/CD
- Responsibility to complete assigned tasks
- No restrictions on overseas business trips
Benefits For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
- Regular full-time position
- Work at Yeoksam Centerfield East Tower
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