About the job
As an AI & Big Data engineer focus in Generative AI, you will be asked to perform AI projects from scratch: understand the project requirements, choose the right solutions, collect and preprocess the data, train, test and deploy the final model for production use. Depending on the project requirements, you will also be asked to wrap up the final application as an API, desktop APP or WebAPP.
Work experience: 2+ years working experience
Languages: Can communicate in both English and Mandarin
Location: Taiwan. (this position is a fulltime position and only candidates located in Taiwan are elligible.)
Other conditions
- Have good programming skills in Python (a must)
- Have a strong background knowledge in AI
- Experience developing RAG systems and finetuning LLM models. (a must)
- Experience developing Agents and applying advanced RAG techniques. (a must)
- Knowledgeable in document parsing.
- Hands-on with one of the following LLM: OpenAI API, Gemini, LLAMA, Mistral. (at least having experience with OpenAI API and Gemini)
- Hands-on with Ollama is a plus.
- Having experience with VLM will be a big plus, in particular for SOP guidance.
- Understand AI model optimization, hyperparameters fine tuning.
- Understand container technology like docker
- Familiar with libraries such as Pandas, Numpy, Scikit-learn, Matplotlib, Flask, Django or any AI common library.
- Hands-on GUI implementation with Streamlit or any library for GUI development.
- Experience in LLM frameworks such as LLamaindex, LangChain.
- Experience in Agents frameworks such as Agno, CrewAI.
- Understand and/or having experience implementing MCP and A2A is a plus.
- Experience in data analysis, data engineering, performing ETL, CI/CD is a plus.
- Knowledgeable in Database, i.e: Oracle, MongoDB.
- Knowledgeable in ML, Computer Vision Deep Learning is a plus.
- Have strong self-learning and problem-solving abilities, as well a good teamwork spirit.
