19 часов назад
Applied Scientist (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Scientist (AI/ML): Developing algorithms and data-driven products to balance courier supply with customer demand with an accent on forecasting, causal inference, and optimization. Focus on building production-ready ML solutions to improve delivery quality, marketplace efficiency, and courier experience.
Company
is a global delivery platform building the infrastructure to deliver almost everything across hundreds of cities worldwide.
What you will do
- Develop algorithms and tooling to balance courier supply with customer demand.
- Create data-driven products for demand/supply forecasting, causal inference, and budget allocation.
- Apply machine learning, optimization, and statistical modeling to solve large-scale operational challenges.
- Improve delivery quality, courier experience, and overall marketplace efficiency.
- Build decision-support tools for Operations teams to manage delivery zones and optimize performance.
- Collaborate with software engineers, product managers, and analysts from ideation through to production.
Requirements
- Proven experience building robust, scalable, production-ready ML solutions.
- Strong foundations in statistics and machine learning, including time-series forecasting.
- Proficiency in writing production-level Python code and SQL.
- Ability to design and analyze experiments to validate the impact of ML models.
- Experience in breaking down complex business challenges into solvable machine learning problems.
Nice to have
- Experience with Bayesian methods and optimization.
- Knowledge of procurement and supply-chain optimization, particularly in retail or fresh items domains.
Culture & Benefits
- Real ownership of projects from initial idea to production.
- Opportunity to work on practical problems with immediate, large-scale impact on business operations.
- Collaborative environment within cross-functional product development teams.
- Inclusive company culture committed to diversity, empowerment, and innovation.
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