职位薪资:15-30K·15薪
经验:不限
学历:硕士
类型:全职
Location: Shanghai, China
Job Description:
The DiDi International Business Group (IBG) Marketplace Strategy (MPS) - Marketplace Diagnosis Team (MPD) utilizes statistical modelling, machine learning, causal inference and data mining methods to develop business frameworks and facilitate research in macro supply & demand, user persona and other challenging marketplace issues, aiming to achieve business goals & improve overall profitability. MPD team's responsibility is across resource allocation, incentives understanding & optimization, strategy evaluation and other projects that improve operation efficiency. MPD team works closely with other regional teams to co-design key business frameworks and implement relevant tests.
Responsibilities:
* Conduct diagnostic research in macro supply & demand and user persona to achieve business goals
* Develop & align core decision-making frameworks across multi-functional teams, and propose feasible strategies
* Facilitate quantitative analysis to support regional operation
* Present analytical results to the leadership team
* Collaborate with other teams to implement & evaluate tests in order to understand different strategy use-cases and refine framework by scenarios
Requirements:
* Master's degree (highly preferred) in Finance, Mathematics, Statistics, Computer Science, Data Science, Engineering, Economics or similar technical disciplines
* 0 - 5 year's experiences working in data science or business analytics related field
* GPA - 3.5 or higher is preferred
* Strong proficiency in query language (e.g. SQL) and programming skills (e.g. Python, R)
* Knowledge in Machine Learning Modelling, Causal Inference and Optimization Methodology is a plus
* Self-motivated with strong data-driven mindset, and problem-solving skills
* Strong interpersonal communication skills and presentation skills in Mandarin and English
* Comfortable with multi-tasking and working as part of a team