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The Walt Disney Company: Be Part of the Story

Be Part of the Story

Lead Data Scientist - Customer Data Science

立即申请 稍后申请 Job ID PTG-LeadDSCustomer 工作地点-国家/地区 圣莫尼卡, 加利福尼亚州, 美国; 旧金山, 加利福尼亚州, 美国; 纽约, 纽约州, 美国 工作发布公司 Hulu; 发布日期 Jun. 14, 2021

职位介绍

Data scientists at Disney Streaming Services are the insights and modeling partners for the growth, content, marketing, product, and engineering teams at Disney+, Hulu and ESPN+. They use data to empower decision-makers with information, predictions, and insights that ultimately influence the experiences of millions of users worldwide. Scientists on the team build models, perform statistical analysis, and create visualizations to provide scalable, persistent capability that is iteratively improved through direct interaction with cross-functional business partners.

WHAT YOU'LL DO

  • Modeling: Design, build and improve machine learning models. Work end to end from data collection, feature generation and selection, algorithm development, forecasting, visualization and communicating of model results. Collaborate with engineering to productionize models.
  • Drive experimentation to test impact of model based optimization.
  • Deep analysis: Develop comprehensive understanding of subscriber and payment data structures and metrics. Mine large data sets to identify opportunities for driving growth and retention of subscribers.
  • Visualization of Complex Data sets: Development of prototype solutions, mathematical models, algorithms, and robust analytics leading to actionable insights communicated clearly and visually.
  • Partnership: Partner closely with business stakeholders to identify and unlock opportunities, and with other data teams to improve platform capabilities around data modeling, data visualization, experimentation and data architecture.

WHAT TO BRING

  • Master’s degree in a quantitative field (e.g. Computer Science, Engineering, Mathematics, Physics, Operations Research, Econometrics, Statistics)
  • 7+ years of experience designing, building, and evaluating practical machine learning solutions
  • 7+ years of experience with statistical programming language (e.g. Python, Spark, PySpark) and database languages (e.g. SQL)

NICE TO HAVES

  • Doctorate degree in a quantitative discipline
  • Excellent analytical skills, advanced level of statistics knowledge
  • Strong expertise with Python and libraries such as scikit-learn, SciPy
  • Familiarity with Bayesian modeling and probabilistic programming packages such as PyMC
  • Familiarity with data platforms and applications such as Databricks, Jupyter, Snowflake, Airflow, Github
  • Familiarity with data exploration and data visualization tools such as Tableau, Looker
  • Familiarity with designing and analyzing A/B testing and other experiment types
  • Demonstrated skills in selecting the right statistical tools given a data analysis problem
  • Ability to adapt quickly in a fast-moving environment with shifting priorities
  • Strong communication skills, for both technical and non-technical audiences
  • Ability to handle multiple tasks concurrently and in a timely manner, including large and complex ones
  • Demonstrated leadership experience, including people and project management


关于 Hulu:

Hulu 是领先的优质流媒体服务,可通过插播或不插播商业广告的方式提供 电视和电影节目直播和点播,在家中和外出时均可享受此服务。凭借其综合运用娱乐和技术的运营方式,Hulu 拥有独一无二的机会,能够成为电视 的首要之选。我们通过观众所钟爱的故事来吸引观众并与其建立联系,我们正在寻找热衷于通过积极创新、非常规思维和充分娱乐来重新定义电视的受众人群。加入我们,与我们共同探索 Hulugan 生活的真谛。

关于 The Walt Disney Company:

华特迪士尼公司连同其子公司和关联公司,是一家领先的多元化国际家庭娱乐和媒体公司,拥有以下业务板块:媒体网络、乐园和度假区、影视娱乐、消费产品和互动媒体。它从 20 世纪 20 年代的一家小型卡通工作室,一跃发展成为当今娱乐业中的翘楚,可谓是家喻户晓。迪士尼公司非常荣幸地继续秉承其传统,为每位家庭成员打造世界一流的故事和体验。迪士尼的故事、人物和经历吸引了世界各地的消费者和游客。我们在 40 多个国家及地区经营业务,我们的员工和演职人员携手努力,打造在全世界和当地都备受钟爱的娱乐体验。

此职位隶属于 Hulu, LLC,即我们称为 Hulu 的业务部门的一部分。

Hulu, LLC 奉行机会均等原则。所有应聘者,不论种族、肤色、宗教信仰、性别、民族出身、性取向、性别认同、残疾状况或受保护的退伍军人身份,均有机会获得聘用。Disney 营造健康向上的企业文化,确保每个人的想法和决策都能帮助我们发展、革新、创作出色故事,同时紧跟日新月异的时代步伐。

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