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Staff/Senior Machine Learning Scientist (Ad Cloud)
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Описание вакансии
Текст:
TL;DR
Staff/Senior Machine Learning Scientist (Ad Cloud) (Ad Tech/AI): Developing and productionizing state-of-the-art machine learning models for programmatic advertising with an accent on bidding, pricing, personalized content recommendation, and campaign efficiency. Focus on analyzing large-scale auction data, discovering predictive signals, and improving high-throughput systems through offline experimentation and online testing.
Location: Tokyo, Japan. Visa sponsorship is available for international candidates.
Company
is an AI-native software company that provides agentic AI services for business decision-making and is listed on the Tokyo Stock Exchange.
What you will do
- Design, implement, and productionize state-of-the-art machine learning models for advertising campaign optimization.
- Improve bidding, pricing, and personalized content recommendation models to increase campaign efficiency and advertiser ROI.
- Analyze large-scale user and auction data to identify predictive patterns and alpha signals.
- Collaborate with product, engineering, and data teams to define opportunities, roadmaps, and end-to-end solutions.
- Improve system performance through offline experimentation, A/B testing, online testing, and incremental learning.
Requirements
- Bachelor’s degree in Computer Science, Mathematics, Electrical Engineering, or a related field.
- 4+ years of industry experience in ad tech, focused on performance optimization.
- Applied machine learning experience, particularly with CTR prediction and recommendation systems.
- Proficiency in Python and experience with PyTorch, TensorFlow, or comparable machine learning frameworks.
- Ability to lead end-to-end projects across product, data, and engineering.
- Master’s degree or PhD is preferred.
Nice to have
- Experience with high-throughput, low-latency real-time systems such as RTB engines or stream inference.
Culture & Benefits
- Work on a programmatic advertising platform processing multi-million queries per second.
- Collaborate across engineering, product, and data functions.
- Visa sponsorship for international candidates relocating to the Japan office.
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