機器學習營運工程師 / MLOps Engineer

Job updated about 2 months ago
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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。

Requirements

職責 :
• 在快節奏的敏捷環境中以創業心態茁壯成長。
• 注重細節和較強的閱讀和寫作能力。
• 在技術和非技術說明方面交流進。
• 良好的文檔和進度報告編寫能力。
• 瞭解緊急性和調整優先級別的能力。
• 同事和團隊合作技能。
• 能夠在團隊環境中閱讀/理解最先進的AI論文,進行研發工作並遵守截止日期。
• 瞭解綜合式回報以及快速集成和驗證的能力。 

我們不需要像樹懶一樣等待和坐着,被告知該做什麼的人。 我們需要的是喜歡積極學習,渴望學習成長和有動力前進的人。

加分項目 :
• 計算機科學,計算機工程或電氣工程或深度學習,機器學習和自然語言處理相關領域的碩士或博士學位。
• 熟悉日語和動畫/角色行業是加分項。
• 在以下領域應用過AI的經驗 : AI角色對話、AI日程規劃師和個人助理、VITS情感語音生成、大型動作模型和視覺演進。
• 使用 Ray Serve 的經驗。

2
2 years of experience required
70,000 ~ 100,000 TWD / month
Partial Remote Work
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萬達人工智慧科技股份有限公司
Artificial Intelligence / Machine Learning
11 - 50 people

About us

About the Job.

Wonders.ai, an innovator in AI companionship, is on the hunt for skilled AI Machine Learning Engineer passionate about crafting the future of AI-human interaction. With our mission to seamlessly integrate AI companions into various aspects of daily life and industries—including mobile gaming, customer retail kiosks, and expansive enterprise applications in travel, healthcare, design, content creation, manufacturing, retail, and education through XR mediums—we are creating more than just technology; we are building connections. Our AI companions are designed with human-like personalities, responsiveness, proactivity, and knowledge, setting them apart from conventional AI. Serving an elite clientele, including Asia's top 20 businesses across Taiwan, Japan, and the USA, in sectors such as gaming, retail, manufacturing, and medical, Wonders.ai is well-equipped with state-of-the-art resources, including A100 and H100 GPUs, and backed by a dedicated team of 30 professionals. We're looking for candidates who share our vision of AI as not just tools, but partners, to join our journey in transforming AI companionship across mediums.


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