Applied Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Applied Scientist (ML/AI): Designing and deploying large-scale ML models for 's Japan Store Tech to optimize customer experience with an accent on data-driven innovation and production-grade integration. Focus on balancing model complexity with millisecond response times and validating hypotheses through A/B testing.
Location: Tokyo, Japan
Company
's JST Science team develops state-of-the-art ML technologies to accelerate customer experience in Japan across search, personalization, and delivery.
What you will do
- Design, implement, and deliver ML models to help millions of customers find products quickly.
- Invent or adapt new scientific approaches and algorithms based on customer needs.
- Analyze data to identify gaps in current solutions and propose innovative science improvements.
- Integrate ML models into production systems, balancing performance with strict response-time constraints.
- Contribute to research papers for internal and external peer-reviewed venues.
Requirements
- PhD, or Master's degree with 3+ years of experience in CS, CE, ML, or a related field.
- 3+ years of experience building ML models for business applications.
- Proficiency in programming with Java, C++, Python, or similar languages.
Nice to have
- Experience solving business problems via machine learning, data mining, and statistical algorithms.
- Knowledge of deep learning frameworks such as MxNet and TensorFlow.
- Experience implementing algorithms using both existing toolkits and custom code.
Culture & Benefits
- Inclusive work culture that empowers employees to deliver best-in-class results.
- Support for workplace accommodations and adjustments during the hiring and onboarding process.
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