Senior Machine Learning Scientist (LLM)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Scientist (LLM): Developing and deploying enterprise-level LLM applications for marketing solutions with an accent on RAG pipelines, multi-step reasoning, and agent orchestration. Focus on solving real-world business challenges, ensuring model reliability in production, and implementing systematic benchmarking for model performance.
Location: Must be based in Taipei, Taiwan
Company
is a software-as-a-service company providing AI-powered solutions to improve business decision-making and marketing ROI.
What you will do
- Develop and deploy LLM-based solutions including agents, chatbots, and RAG systems.
- Collaborate with product teams to translate business requirements into technical machine learning goals.
- Partner with ML engineers to ensure model production stability and maintainability.
- Perform comprehensive offline and online evaluations to monitor model effectiveness.
- Stay current with research in AI to propose and prototype innovative product applications.
Requirements
- Location: Must be based in Taipei, Taiwan
- Master’s or PhD degree in Computer Science, Machine Learning, or related field.
- 3+ years of professional experience in machine learning or engineering.
- Demonstrated experience in building and deploying enterprise-level LLM applications.
- Proficiency in RAG pipelines, modular workflows, and multi-step reasoning.
- Knowledge of LLM evaluation techniques including hallucination detection and systematic benchmarking.
Nice to have
- Industry experience in MarTech domain.
- Proficiency with LLM frameworks like LangChain, AutoGen, or Google ADK.
- Experience with rapid prototyping tools such as Streamlit or Gradio.
- Knowledge of fine-tuning techniques like LoRA or instruction tuning.
Culture & Benefits
- Global company presence across APAC, Europe, and the U.S.
- Involvement in high-impact, real-world AI product development.
- Opportunity for mentorship and technical leadership.
- Focus on cutting-edge AI research and practical application.
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