Data Science Manager

工作 ID 10101349 地點伯班克, 加利福尼亚州, 美國 有意工作的公司 Disney Music Group 日期已公佈 Sep. 20, 2024

申請

工作概要:

Data Science Manager – Disney Music Group

Department/Group Overview

The Disney Music Group (DMG) is the music hub for TWDC, encompassing all aspects of music commercialization and marketing: recorded music (Walt Disney Records and Hollywood Records), Disney Music Publishing, and Disney Concerts. DMG distributes music both physically and digitally, and also licenses music throughout the world in various forms of media including television, print, gaming, and consumer product.

Job Summary

As a member of DMG’s Data & Analytics team, the Data Science Manger will develop advanced capabilities and tools that enable deep understanding of how content, marketing, and distribution strategies impact product performance. This role focuses on turning research into practical business solutions, transforming data into insights that guide key decisions across the organization. The ideal candidate for this role brings expertise in behavioral segmentation, cross-platform measurement, and statistical modeling within the media and entertainment landscape

Responsibilities

Lead development of analytical frameworks to address business problems across recorded music, publishing, and concerts. Design experiments, measurement methodologies, and algorithms. Prototype solutions for implementation in analytic pipelines or tools

Develop decision support tools that assist stakeholders in evaluating business opportunities. Build models (descriptive, predictive, prescriptive) to quantify opportunity size, risks, rewards and analyze trade-offs among strategies, tactics, and environments

Develop operational metrics to assess the health of brands, products, and campaigns. Apply advanced analytics techniques (data mining, statistical analysis, machine learning) to build out in-depth knowledge of success drivers, their interactions and contribution to overall business performance

Build a holistic picture of audiences by analyzing transaction-level user behavior data to identify patterns, uncover opportunities, and create a common understanding of listener preferences and engagement

Partner with Technology teams on data projects, contributing to solution discovery, design, build and QA

Closely collaborate with the DMG Data & Analytics team, providing mentorship to more junior team members. Partner with various stakeholders across the company

Basic Qualifications:

Minimum 7+ years of data science experience
Proven experience in developing statistical models and analyses for business use cases in an industry setting. Demonstrated expertise in applying supervised and unsupervised learning techniques, including clustering, regression, and classification
Experience with causal inference methods
Ability to draw insights and conclusion from data to inform model development and business decisions
Experience manipulating large-scale datasets and interpreting data trends from multiple disparate sources
Proven track record in managing and executing full-cycle analytics projects
Hands on experience with SQL and numerical computing languages such as PySpark/Python, R
Experience data mining within distributed systems such as Databricks, Snowflake, Google BigQuery
Proficient with data exploration and visualization tools such as Tableau, Looker, DOMO
Strong time management with ability to work in a fast-paced environment across multiple priorities

Preferred Qualifications:

Experience creating analytical software solutions to automate, scale, and integrate data analysis
Familiarity with music streaming services (Spotify, Apple, Amazon Music, YouTube), social media platforms (TikTok, FB/Instagram, X) and emerging technologies (digital assistants/voice)
A passion for music and entertainment industry data

Required Education

Bachelor’s degree in an analytical field including Statistics, Mathematics, Physics, Computer Science, Engineering, or other related quantitative field. Master’s degree preferred

The hiring range for this position in Burbank, CA is $149,300.00 - $200,200.00 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.

申請

關於Disney Music Group:

音樂是我們生命中的聲帶——從您喜愛的藝術家到來自 Mary Poppins 和 Frozen 等電影、廣受歡迎的歌曲。總部位於伯班克的 Disney Music Group (DMG)，也是 Hollywood Records、Walt Disney Records、Disney Music Publishing 以及 Disney Concerts 的總部，您可以在那裏找到世界各地的音樂。DMG 發佈世界上最大的娛樂品牌的電影和電視音樂，包括 Disney、Pixar、Marvel、鼎鼎大名的 Star Wars、ABC 和 Disney Channel，連同流行曲、舞曲、家庭音樂和經典搖滾樂隊 Queen 的歌曲。DMG 也是發行音樂和現場音樂會的創新者。如果音樂是您的熱情所在，請即成為團隊成員的一部分，將音樂帶給世上的所有耳朵。

關於 The Walt Disney Company:

Walt Disney Company 連同其子公司和聯營公司，是領先的多元化國際家庭娛樂和媒體企業，其業務主要涉及三個範疇：Disney Entertainment、ESPN 及 Disney Experiences。Disney 在 1920 年代的起步之初，只是一間卡通工作室，至今已成為娛樂界的翹楚，並昂然堅守傳承，繼續為家庭中每位成員創造世界一流的故事與體驗。Disney 的故事、人物與體驗傳遍世界每個角落，深入人心。我們在 40 多個國家/地區營運業務，僱員及演藝人員攜手協力，創造全球和當地人們都珍愛的娛樂體驗。

這個職位隸屬於 Hollywood Records, Inc，其所屬的業務部門是 Disney Music Group。

Hollywood Records, Inc 是提供平等就業機會的僱主。求職者都會獲得聘僱考量的機會，不分種族、宗教、膚色、生理性別、性傾向、社會性別、性別認同、性別表達、原國籍、血統、年齡、婚姻狀態、軍人或退伍軍人身份、醫療狀況、遺傳資訊或殘疾狀況、或者聯邦、州級或地方法律所禁止的其他任何基本特徵。Disney 提倡讓所有人的想法和決策都有助我們發展、創新、創造最好故事的商業環境，並與瞬息萬變的世界息息相關。

就業申請的殘疾便利安排

The Walt Disney Company 及其聯營公司是推動平等就業機會的僱主，歡迎所有求職者，包括殘疾人士及殘疾退伍軍人。如你是殘疾人士，並需要合理便利安排以搜尋職位空缺或申請職位，請將要求發送至Candidate.Accommodations@Disney.com。本電郵地址不擬用於一般僱傭查詢或通訊。我們只會回應與網上申請系統殘疾人士無障礙功能相關的要求。

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