萬達人工智慧科技股份有限公司
機器學習營運工程師 / MLOps Engineer
10/9 Updated
Array
Full-time
Entry-level
11 ~ 30 applicants

Salary & Location

Monthly SalaryNT$ 70,000~100,000
台北市松山區

Required

Work Experience
不拘

Job Description

1、開發經驗數據分析,特別是LLM和多模式基礎模型。
2、使用深度學習框架,如TensorFlow和PyTorch的經驗。
3、使用RAG,SelfRAG,VectorDb,GraphDB的經驗。
4、使用LLM優化框架的經驗,例如VLLM、 Ex-llama、 llama.cpp。
5、使用 Docker、Kubernetes 、Triton Inference Server 或 TensorRT的經驗。
6、高容量、模型服務和量化的經驗。
7、AI 模型的產品級部署經驗。
8、測試AI模型性能(質量,延遲,負載處理)的經驗。
9、AI模型優化、容器化、部署、版本控制和品質監控。
10、與不同地區的不同軟體、研究和硬體團隊合作,創造新的體驗並解決關鍵問題。
11、瞭解和分析硬體和軟體架構在未來應用程序中的相互作用。
+++++主動積極是我們最欣賞的品質,我們喜愛那些能主動提出解決方案並促進團隊工作改進的人!+++++
1. Experience in data analysis development, especially with LLM and multimodal foundational models.
2. Experience with deep learning frameworks such as TensorFlow and PyTorch.
3. Experience with RAG, SelfRAG, VectorDb, GraphDB.
4. Experience with LLM optimization frameworks like VLLM, Ex-llama, llama.cpp.
5. Experience with Docker, Kubernetes, Triton Inference Server, or TensorRT.
6. Experience in high-capacity model serving and quantization.
7. Product-level deployment experience of AI models.
8. Experience in testing AI model performance (quality, latency, load handling).
9. Experience in AI model optimization, containerization, deployment, version control, and quality monitoring.
10. Collaborating with diverse software, research, and hardware teams across regions to create new experiences and solve critical problems.
11. Understanding and analyzing the interaction between hardware and software architectures in future applications.
+++++Be proactive! We love people who are proactive and suggest solutions and improvements in the team's work!+++++
Educational Requirements
大學(學院)以上
Work Schedule
8:30~17:30
Leave Policy
週休二日

Job Skills

System Architecture Planning
Software Programming
Machine Learning
系統架構規劃 軟體程式設計 Machine Learning
Job Category
Software Engineer
Algorithm Engineer
台北市松山區
電腦軟體服務業
萬達人工智慧科技股份有限公司 (Wonders.ai Technology Co., Ltd.) 是台灣領先的人工智慧陪伴開發商,於2024年在ChinaJoy獲得最佳產品獎。成立於2017年,總部設在台灣,旨在探索和開發AI解決方案,並提供客製化的AI應用開發和技術服務。公司的業務範圍包括影像辨識、聲音辨識、自然語言處理、大數據分析等領域,並應用於遊戲、智慧導購、智慧城市、金融科技、醫療保健等產業。 Wonders. AI 擁有來自台灣、中國、日本和美國的全球合作夥伴,致力於為企業和消費者提供AI陪伴解決方案。公司專注於開發自有的AI模型和端到端解決方案,以滿足不同客戶的需求。我們致力於透過人工智慧技術的創新和應用,為客戶提供更智能、更高效、更安全的解決方案。 Wonders.ai Technology Co., Ltd. is a leading AI companionship developer in Taiwan, having won the Best Product Award at ChinaJoy 2024. Founded in 2017 and headquartered in Taiwan, the company focuses on exploring and developing AI solutions and providing customized AI application development and technical services. Our business scope includes image recognition, voice recognition, natural language processing, big data analysis, and is applied across various industries such as gaming, smart retail, smart cities, fintech, and healthcare. Wonders.ai has global partners in Taiwan, China, Japan, and the USA, dedicated to providing AI companionship solutions for both enterprises and consumers. The company focuses on developing its own AI models and end-to-end solutions to meet diverse customer needs. We are committed to leveraging AI technology innovations to offer smarter, more efficient, and more secure solutions.
11 ~ 30 applicants