
The happiest place on earth.
Data Scientist II
福利待遇
•Remote Work
•育儿假
•医疗保险
•Learning Budget
必备技能
Apache Spark
Airflow
SQL
About The Team
Marketing science – a sub-team within marketing analytics at Disney’s Direct to Consumer team (Hulu, Disney+, ESPN+ and Star) – is in search of an econometrician to run marketing mix models (MMM) and associated ancillary analysis. This position will work as part of a team focused primarily on econometric modeling, which also provides support for downstream practices used to inform marketing investment. The analyst plays a hands-on role in modeling efforts. The ideal candidate has a substantial quantitative skill set with direct experience in marketing science practices (MMM, attribution modeling, testing / experimentation, etc.), and should serve as a strong mentor to analysts, helping to onboard new talent in support of wider company goals. Technical acumen as well as narrative-building are integral to the success of this role.
Responsibilities
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Build, sustain and scale econometric models (MMM) for Disney Streaming Services with support from data engineering and data product teams
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Quantify ROI on marketing investment, determine optimal spend range across the portfolio, identify proposed efficiency caps by channel, set budget amounts and inform subscriber acquisition forecasts
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Support ad hoc strategic analysis to provide recommendations that drive increased return on spend through shifts in mix, flighting, messaging and tactics, and that help cross-validate model results
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Provide insights to marketing and finance teams, helping to design and execute experiments to move recommendations forward based on company goals (e.g., subscriber growth, LTV, etc)
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Support long-term MMM (et.al.) automation, productionalization and scale with support from data engineering and product
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Build out front-end reporting and dashboarding in partnership with data product analysts and data engineers to communicate performance metrics across services, markets, channels and subscriber types
Basic Qualifications
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Bachelor’s degree in advanced Mathematics, Statistics, Data Science or comparable field of study
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3+ years of experience in a marketing data science / analytics role with understanding of measurement and optimization best practices
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Coursework or direct experience in applied econometric modeling, ideally in support of measure marketing efficiency and optimize spend, flighting and mix to maximize return on ad spend (i.e., MMM)
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Exposure / understanding of media attribution practices for digital and linear media, the data required to power them and methodologies for measurement
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Understanding of incrementality experiments to validate model recommendations and gain learnings on channel/publisher efficacy
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Exposure to / familiarity with with BI/data concepts and experience building out self-service marketing data solutions
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Strong coding experience in one (or more) data programming languages like Python/R
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Ability to draw insights and conclusions from data to inform model development and business decisions
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Experience in SQL
Preferred Qualifications
- Masters degree in Computer Science, Engineering, Mathematics, Physics, Econometrics, or Statistics
Additional Information
#DISNEYTECH
The hiring range for this position in New York, NY is $120,400 to $161,500 and in Santa Monica, CA is $115,000 to $154,000 per year. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.
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关于Disney

Disney
PublicThe Walt Disney Company started as a cartoon studio and evolves into sports coverage and television shows.
10,001+
员工数
Burbank
总部位置
$200B
企业估值
评价
10条评价
3.8
10条评价
工作生活平衡
2.8
薪酬
2.5
企业文化
4.2
职业发展
3.8
管理层
2.7
65%
推荐率
优点
Great company culture
Talented coworkers and teams
Good benefits
缺点
Long hours
Low pay
High stress and expectations
薪资范围
45个数据点
Senior/L5
Staff/L6
Senior/L5 · Senior Data Engineer
6份报告
$222,607
年薪总额
基本工资
$171,236
股票
-
奖金
-
$205,173
$241,783
面试评价
3条评价
难度
3.3
/ 5
时长
14-28周
录用率
66%
体验
正面 33%
中性 34%
负面 33%
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