[Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
Description For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
KRAFTON's Deep Learning Division is at the forefront of integrating AI technology into game development. Established in 2021, the division focuses on expanding game production capabilities through deep learning research and development. The team works across four key directions: Production Cost Down (optimizing game production processes), New Way to Create (expanding creative possibilities through generative AI), Virtual Friends (developing AI-based virtual companions), and Unique, Endless Gameplay (delivering ever-changing user experiences).
The division conducts research in Language Models, Voice Synthesis, Vision & Animation, Reinforcement Learning, and Data-centric AI. They also explore large-scale models, model optimization, and multimodal approaches combining various technical elements. This technology is integrated into actual game production environments to innovate workflow experiences 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. You'll work on shortening game production processes and creating new creative possibilities through AI integration. The role involves managing deployment processes, ensuring stable operation of services, and implementing feature updates.
The team culture promotes free exchange of ideas regardless of age or position, with active support for overcoming language barriers through translation services. Team members collaborate across various projects, bringing creative solutions to diverse challenges. The position offers opportunities to work with cutting-edge AI technology in gaming, contribute to innovative game development processes, and be part of a globally-oriented team pushing the boundaries of what's possible in game creation.
The ideal candidate will have 3+ years of development experience, particularly in AI-enabled services, strong problem-solving abilities, and excellent communication skills. Knowledge of cloud technologies, container orchestration, and CI/CD practices is essential. The role requires someone who can proactively identify and address challenges while maintaining clear communication with stakeholders at all levels.
Responsibilities For [Deep Learning Div.] Deep Learning Service Dev - Backend Engineer
- Design, develop, and operate platform services that utilize deep learning technology to shorten game production processes and create new creative content
- Design deployment and operation processes, manage stable operation and feature updates for deployed services
- Keep track of and share new technology trends in line with rapid development of deep learning technology
- Handle communication with PM team regarding schedules and deliverables within service development/operation cycle
- Manage communication to ensure service development direction and progress is well shared with upper management
- Create technical documentation related to 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
- Ability to proactively analyze problems, propose solutions and execute them
- Ability to understand and implement development requirements specifications
- Ability to share unexpected issues with team members and upper management in a timely manner
- Basic knowledge of Cloud, Container Orchestration Tools, CI/CD
- Strong sense of responsibility to complete assigned tasks
- No restrictions on overseas travel
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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