AIGC Head

1 Month ago • 3 Years +

Job Summary

Job Description

Oversee the daily operations of the AIGC team, plan its long-term development direction, and determine the overall technical roadmap. Collaborate with various R&D departments to identify business pain points, focusing on promoting the deep application of scenarios like art asset generation and various LLM applications (e.g., content generation, intelligent customer service Q&A, code-assisted development), and driving the development and implementation of related platform products. Continuously monitor cutting-edge AIGC technologies (e.g., multi-modal generation, model fine-tuning, RAG retrieval enhancement) and industry trends, organizing technical pre-research and feasibility validation.

Must have:

Oversee AIGC team operations, plan long-term development, and define technical roadmap.
Collaborate with R&D to identify pain points, advance art asset generation and LLM applications, and drive platform product development.
Monitor AIGC frontier tech (multi-modal, fine-tuning, RAG), industry trends, and conduct technical pre-research.
Over three years of team management experience, capable of effective team coordination and talent development.
Proficiency in generative models (Diffusion, GANs, VAEs, LLMs) and advanced techniques like multi-modal generation, fine-tuning, RAG, prompt engineering, with familiarity in PyTorch/TensorFlow and Hugging Face/LangChain.
Over 3 years of gaming industry experience, understanding game development processes and online operations.
Possess platform thinking and productization capabilities, able to lead AIGC platform product design and implementation.
Excellent cross-departmental communication, coordination, and influence, capable of effective collaboration across departments.

4 skills required

4 skills required for this role

Add these skills to join the top 1% applicants for this job

team-management

game-texts

pytorch

tensorflow

Job Details

Job Description

1. Overall responsibility for the daily work of the AIGC team, planning the team's long-term development direction, and determining the overall technical development roadmap.

2. Collaborate with various R&D departments to identify business pain points, focusing on promoting the deep application of scenarios such as art asset generation and various LLM applications (e.g., content generation, intelligent customer service Q&A, code-assisted development), and driving the development and implementation of related platform products.

3. Continuously monitor cutting-edge AIGC technologies (e.g., multi-modal generation, model fine-tuning, RAG retrieval enhancement) and industry trends, organizing technical pre-research and feasibility validation work.

Job Requirements

1. More than three years of team management experience, capable of effectively coordinating daily team work and cultivating technical talent.

2. Proficiency in the principles and applications of generative models (Diffusion, GANs, VAEs, LLMs), mastery of cutting-edge technologies such as multi-modal generation, model fine-tuning (e.g., LoRA), RAG, and prompt engineering, and familiarity with toolchains like PyTorch/TensorFlow and Hugging Face/LangChain.

3. Possess more than 3 years of work experience in the gaming industry, understanding game industry R&D processes and related online businesses.

4. Possess platform thinking and productization capabilities, able to lead or promote the design, development, and successful implementation of AIGC-related platform products or solutions.

5. Excellent cross-departmental communication, coordination, and influence skills, capable of effectively collaborating with multiple departments such as R&D, product, design, art, and operations to drive efficient project execution and goal achievement.