LLM Algorithm Engineer

NetEase; Singapore; On-site; USD 80,000 - 120,000; Full time

Job summary

An established industry player in the gaming sector is seeking an innovative professional to spearhead algorithm research and application development for large NLP models. This role involves designing application architectures tailored to specific gaming and AI needs, while staying abreast of cutting-edge technologies like reinforcement learning and LLMs. The company is dedicated to creating superior gaming experiences and values the integration of culture and technology. Join a forward-thinking team that is transforming the gaming landscape into a more engaging and educational experience for players worldwide.

Qualifications

• Master's degree or higher in computer science or related field is required.
• Experience in LLM inference deployment and optimization is preferred.

Responsibilities

• Research and develop algorithms for large NLP models.
• Design application architectures based on gaming and AI requirements.

Skills

NLP

Deep Learning

Python Programming

Algorithm Design

Reinforcement Learning

Text Retrieval

Text Generation

Education

Master's degree in Computer Science

PhD in a related field

Tools

PyTorch

DeepSpeed

Flask

FastAPI

Docker

Job description

About NetEase Games:

As a leading internet technology company based in China, NetEase, Inc. (NASDAQ: NTES and HKEX:9999, “NetEase”) provides premium online services centered around content creation. With extensive offerings across its expanding gaming ecosystem, the Company develops and operates some of China’s most popular and longest-running mobile and PC games. Powered by industry-leading in-house R&D capabilities in China and globally, NetEase creates superior gaming experiences, inspires players, and passionately delivers value for its thriving community worldwide. By infusing play with culture and education with technology, NetEase transforms gaming into a meaningful vehicle to build a more entertaining and enlightened world.

NetEase’s ESG initiatives are among the best in the global media and entertainment industry, earning it a distinction as one of the S&P Global Industry Movers and an “A” rating from MSCI. For more information, please visit: http://ir.netease.com/

Responsibilities:

• Responsible for the algorithm research, application development, and deployment of large NLP models.
• Design and develop application architectures based on specific gaming + AI requirements.
• Application scenarios include text retrieval, text generation, generative Q&A, etc.
• Stay updated on cutting-edge LLM technologies, including RAG, CoT, reinforcement learning, etc.

Qualifications:

• Master’s degree or higher in computer science or a related field.
• Familiarity with LLM-related training and fine-tuning algorithms.
• Experience in LLM inference deployment, with a preference for candidates with deployment and optimization experience.
• Familiarity with algorithms such as CoT and reinforcement learning; relevant experience is preferred.
• Proficiency in deep learning tools like PyTorch and DeepSpeed, as well as Python programming and Linux development environments.
• Skilled in deployment frameworks such as Flask and FastAPI, with the ability to write efficient Dockerfiles and deploy applications quickly.