Senior Machine Learning Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Scientist (AI): Developing AI-powered ad experiences and creative optimization solutions with an accent on generative AI, recommendation systems, and user behavior prediction. Focus on building end-to-end ML lifecycles from research and experimentation to production deployment at scale.
Location: Onsite in Taipei, Taiwan or Tokyo, Japan.
Company
is an AI-native Agentic AI as a Service (AaaS) company providing cutting-edge AdTech and MarTech solutions to empower businesses through autonomous, real-time decision-making.
What you will do
- Apply ML and generative AI techniques to creative optimization, user behavior prediction, and dynamic content generation.
- Manage the end-to-end ML lifecycle from initial problem framing and experimentation to production deployment.
- Collaborate with product, engineering, and design teams to translate business requirements into actionable ML solutions.
- Conduct performance monitoring, A/B testing, and offline/online evaluations to ensure high model quality.
- Keep abreast of latest research in LLMs, multimodal models, and recommendation systems to drive innovation.
- Mentor fellow scientists and promote high technical standards within the team.
Requirements
- Master’s or Ph.D. in Computer Science, Machine Learning, Mathematics, or a related technical field.
- Hands-on experience with modern ML models such as prediction, recommendation systems, computer vision, or reinforcement learning.
- Proficiency in Python and deep learning frameworks including PyTorch or TensorFlow.
- Demonstrable experience taking ML models from prototype to production environments.
- Ability to balance cutting-edge research with business time-to-market constraints.
- Effective communication skills to convey technical concepts to diverse stakeholders.
Nice to have
- Publications in top-tier AI/ML conferences such as NeurIPS, ICML, ICLR, or KDD.
- Experience working within the advertising technology (AdTech) or MarTech domains.
- Active contributions to open-source projects or AI research communities.
Culture & Benefits
- Work at the forefront of AI and AdTech within a globally operating company listed on the Tokyo Stock Exchange.
- Collaborative, fast-paced environment focused on turning AI research into real-world product impact.
- Opportunities to solve complex challenges in generative AI and recommendation systems at scale.
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