AI算法测试开发专家 - 移动OS
Core
AI algorithm testing and development expert for mobile OS, focusing on quality assurance, risk identification, and building AI-driven testing systems for products like Doubao Mobile Assistant.
Role type
Senior IC AI algorithm testing engineer (mobile OS)
Builds
AI-driven quality assurance systems, automated testing tools, and evaluation frameworks for large language models (LLM) and multimodal models (MLLM).
Domain
Mobile operating systems, AI/ML, Quality Assurance
Deliverable
production ML models
Required skills
LLM/MLLM deployment, training, and fine-tuning; Transformer/BERT/DiT/CLIP/CNN/GAN/VAE/Diffusion Models principles; LLM/MLLM evaluation benchmarks and methods; Python/C/C++/Java; automated tool development; quality assurance fundamentals.
Preferred skills
LLM application construction; intelligent quality efficiency improvement; AI testing system construction; publications in top-tier conferences (NeurIPS/ACL/CVPR/ICML/EMNLP/IJCAI/AAAI/SIGIR).
Technologies
Python, C/C++, Java, Transformer, BERT, DiT, CLIP, CNN, GAN, VAE, Diffusion Models, LLM, MLLM, RAG, Agents, SFT, RLHF.
Responsibilities
Identify and resolve quality risks for Doubao Mobile Assistant; lead intelligent quality assurance construction using AI/LLM; track and optimize LLM/MLLM research results; design and execute large model business scenario evaluations; develop and maintain automated evaluation tools.
Seniority
Senior, hands-on IC