3 дня назад
Forward-Deployed Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Forward-Deployed Data Scientist (AI): Designing and building end-to-end machine learning solutions for 1-to-1 personalization with an accent on reinforcement learning and full ML pipeline ownership. Focus on developing scalable AI features, optimizing customer-facing ML models, and shaping the AI product strategy.
Location: Hybrid, Tokyo
Company
is a leading customer engagement platform that leverages AI to help brands deliver personalized 1:1 customer experiences.
What you will do
- Design reinforcement learning (RL) use cases from scratch to optimize real business value and marketing journeys.
- Build and manage the complete ML pipeline, from raw data transformation to model training and activation.
- Provide ongoing technical guidance to customers to ensure successful AI adoption and measurable outcomes.
- Develop new features and tools to scale the capabilities of the AI deployment team.
- Partner with the Product team to advance reinforcement learning algorithms.
- Contribute to the AI product strategy and roadmap using customer-facing insights.
Requirements
- Must be based in Tokyo to work in a hybrid setup.
- Bachelor's degree in Computer Science, Data Science, Mathematics, or Engineering (Master's or PhD preferred).
- 3–5+ years of experience as a Data Scientist or ML Engineer working with large-scale data and production environments.
- Proficiency in Python (Pandas) and core ML libraries (TensorFlow, Keras, scikit-learn, CatBoost, XGBoost).
- Strong SQL skills for dataset manipulation and experience in model deployment.
- Adherence to engineering best practices including Git, CI/CD, and testing frameworks.
Nice to have
- Experience with DevOps tools such as Airflow, Kubernetes, Terraform, or GCP.
- Expertise in data integration, ETL, and pipeline optimization.
- Practical knowledge of reinforcement learning algorithms.
Culture & Benefits
- Competitive compensation package, including equity and Employee Stock Purchase Plans.
- Comprehensive health benefits covering medical, dental, vision, life, and disability.
- Flexible paid time off and family services, including fertility benefits and paid parental leave.
- Professional development support with a yearly learning stipend and formal career pathing.
- Collaborative, transparent culture recognized as a Great Place to Work.
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