refresh

지금 많이 보는 기업

지금 많이 보는 기업

Disney
Disney

The happiest place on earth.

Data Scientist II

직무데이터
경력시니어급
위치Santa Monica, Canada, United States
근무오피스 출근
고용정규직
게시3개월 전
지원하기

복지 및 혜택

원격 근무

육아휴직

의료보험

교육비 지원

필수 스킬

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

  • Build, sustain and scale econometric models (MMM) for Disney Streaming Services with support from data engineering and data product teams

  • 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

  • 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

  • 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)

  • Support long-term MMM (et.al.) automation, productionalization and scale with support from data engineering and product

  • 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

  • Bachelor’s degree in advanced Mathematics, Statistics, Data Science or comparable field of study

  • 3+ years of experience in a marketing data science / analytics role with understanding of measurement and optimization best practices

  • 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)

  • Exposure / understanding of media attribution practices for digital and linear media, the data required to power them and methodologies for measurement

  • Understanding of incrementality experiments to validate model recommendations and gain learnings on channel/publisher efficacy

  • Exposure to / familiarity with with BI/data concepts and experience building out self-service marketing data solutions

  • Strong coding experience in one (or more) data programming languages like Python/R

  • Ability to draw insights and conclusions from data to inform model development and business decisions

  • 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.

전체 조회수

0

전체 지원 클릭

0

전체 Mock Apply

0

전체 스크랩

0

Disney 소개

Disney

Disney

Public

The Walt Disney Company started as a cartoon studio and evolves into sports coverage and television shows.

10,001+

직원 수

Burbank

본사 위치

$200B

기업 가치

리뷰

10개 리뷰

3.8

10개 리뷰

워라밸

2.8

보상

2.5

문화

4.2

커리어

3.8

경영진

2.7

65%

지인 추천률

장점

Great company culture

Talented coworkers and teams

Good benefits

단점

Long hours

Low pay

High stress and expectations

연봉 정보

45개 데이터

Senior/L5

Staff/L6

Senior/L5 · Senior Data Engineer

6개 리포트

$222,607

총 연봉

기본급

$171,236

주식

-

보너스

-

$205,173

$241,783

면접 후기

후기 3개

난이도

3.3

/ 5

소요 기간

14-28주

합격률

66%

경험

긍정 33%

보통 34%

부정 33%