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Senior Machine Learning Engineer, LLM - Hong Kong/Remote

Posted 2024-08-07

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📍 Location: Hong Kong, Asia Timezone

🔍 Industry: Education technology

🏢 Company: Goodnotes

🗣️ Languages: English

🪄 Skills: AWSPythonGCPJavaMachine LearningSwiftC++AzureC (Programming language)

Requirements:
  • Hands-on experience in building and deploying machine learning systems at scale in production.
  • Strong experience with RAG systems and agentic workflows with LLMs, preferably with some experience with multimodal LLMs.
  • Strong understanding of computer science fundamentals and a solid background in software engineering.
  • Experience with vector databases (e.g., Pinecone, Milvus), ML platforms (e.g., Metaflow, ClearML), cloud ML providers (AWS / Azure, GCP), LLM frameworks (e.g., LangChain/LlamaIndex), HuggingFace, CoreML.
  • Deep knowledge in classical and neural information retrieval, vector search, question answering, transformer-based language modeling.
  • Mastery in Python and at least one of the following programming languages: Java/Swift/C++.
Responsibilities:
  • Developing and scaling machine learning applications to tens of millions of users.
  • Building conversational RAG systems for question answering, summarization, and self-learning over handwritten and PDF documents.
  • Building a novel platform using GenAI to radically transform how people study and work.
  • Fine-tuning and prompting large language models to build an AI-first user experience.
  • Working in a fast-paced, multidisciplinary squad with engineers, QA, product designers to rapidly ship features.
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