职位描述
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
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
公司介绍
滴滴出行是卓越的一站式移动出行平台;为5.5亿用户提供出租车、快车、专车、豪华车、公交、代驾、企业级、共享单车、共享电单车、共享汽车、外卖等多元化的出行和运输服务。在滴滴平台,超过3100万车主及司机获得灵活的工作和收入机会。
滴滴出行与监管部门、出租车行业及社群积极协作,致力于以智慧交通创新解决全球交通、环保和就业挑战。滴滴也和汽车产业链企业建立广泛的合作,携手打造面向未来的汽车运营服务平台。
在全球范围内,滴滴与Grab、Lyft、Ola、99、Taxify、Careem构建的移动出行网络触达全球超过80%的人口、覆盖1000多座城市。目前,滴滴通过旗下99平台服务巴西,在墨西哥和澳洲提供滴滴品牌的出行业务;并在日本通过合资公司提供网约出租车服务。滴滴始终致力于提升用户体验,创造社会价值,建设安全、开放、可持续的移动出行新生态。
工作地址
上海静安区大宁中心广场3期A6栋2F
滴滴
关注该公司
北京嘀嘀无限科技发展有限公司
移动互联网D轮及以上 1000-9999人
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更新于:2024-04-19