обновлено 9 часов назад
Senior Machine Learning Scientist (AI/AdTech)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Scientist (AI/AdTech): Building AI-powered playable and video ad experiences with an accent on creative optimization, user behavior prediction, engagement modeling, and dynamic content generation. Focus on taking ML models from experimentation to production, evaluating model quality through A/B testing, and applying LLMs, multimodal models, reinforcement learning, and recommendation systems to improve advertising impact.
Location: Taipei, Taiwan or Tokyo, Japan
Company
is an AI-native Agentic AI as a Service company developing AdTech and MarTech solutions for business growth, including advertising, personalization, and data platforms.
What you will do
- Apply machine learning and generative AI to creative optimization, user behavior prediction, engagement modeling, and dynamic content generation for playable and video ads.
- Own the end-to-end machine learning lifecycle, from problem framing and experimentation through production deployment and continuous improvement.
- Collaborate with product, engineering, and design teams to translate business goals into practical machine learning solutions.
- Conduct offline and online evaluation, A/B testing, and performance monitoring to improve model quality and business impact.
- Track research in LLMs, multimodal models, reinforcement learning, and recommendation systems, and propose product applications.
- Mentor other scientists and contribute to technical standards and team culture.
Requirements
- Master’s or Ph.D. in Computer Science, Machine Learning, Mathematics, Electrical Engineering, or a related field.
- Strong understanding of modern machine learning models and algorithms, with practical experience in prediction or optimization, generative models, recommendation systems, computer vision, or reinforcement learning.
- Proficiency in Python and machine learning frameworks such as PyTorch or TensorFlow.
- Experience taking machine learning models from prototype to production, including pipeline development and performance monitoring.
- Strong analytical, problem-solving, and communication skills, including the ability to explain technical concepts to non-technical stakeholders.
- Experience using LLM-powered development tools such as GitHub Copilot, Cursor, or ChatGPT, and ability to balance research depth with time-to-market constraints.
Nice to have
- Publications in leading AI or machine learning conferences and journals, such as NeurIPS, ICML, ICLR, CVPR, KDD, or RecSys.
- Experience in advertising technology or MarTech.
- Open-source contributions or active participation in research communities.
Culture & Benefits
- Work at the intersection of AI research and products reaching millions of users.
- Collaborative environment spanning product, engineering, design, and research.
- Opportunity to develop AI-powered advertising experiences for leading apps and games.
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