Data Scientist

Job Description

The Walt Disney Company Direct to Consumer's (DTC) Data Science team combines deep data analysis and research of our rich user data to present a compelling vision around user retention and preferences across the vast ecosystem of our product offerings and content. We are the insights and modeling partners for the content, marketing, product, and engineering teams at Disney+, Hulu and ESPN+. As Data Scientists, we use data to empower decision-makers with information, predictions, and insights that ultimately influence the experiences of millions of users worldwide. Are you someone who loves to work cross-functionally, build models, perform statistical analysis, and create visualizations to provide scalable and iterative capabilities? If so, then this is a phenomenal role for you!

JOB SUMMARY

In this role, you will work with a team of data scientists to solve sophisticated business problems using data science and machine learning. We collaborate with cross-functional teams, such as content, product, and marketing to understand their needs and develop solutions that meet their requirements. Additionally, you'll play a key role in translating your discoveries for both technical experts and those without a technical background.

RESPONSIBILITIES
• Modeling: Apply state of the art machine learning and statistical analysis to develop models related to opportunity sizing, targeting, and optimization.
• Deep analysis: Analyze user behavioral data to identify patterns, uncover opportunities, and create common understanding
of how people are interacting with the service and content.
• Visualization of Insights: Development of prototype solutions, mathematical models, algorithms, and robust analytics leading to impactful 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.

BASIC REQUIREMENTS
• Bachelors or Master s degree in a quantitative field ( e.g. Computer Science, Engineering, Mathematics, Physics, Op erations Research, Econometrics, Statistics)
• 3+ related experience with developing machine learning models and conducting statistical analysis
• Deep understanding of machine learning concepts and statistical methods
• Ability to draw insights and conclusions from data to inform model development and business decisions
• Desire to collaborate with other data scientists, data analysts, and key business partners
• Proficient in analyzing data and developing ML models using Python (with ML frameworks like tensorflow , scikit -learn, etc.)
• Capable of reading and writing Object-Oriented code to review and implement modeling pipelines (Airflow, Luigi, etc.)
• Understanding of SQL and distributed data technologies (Hive, Spark)

PREFERRED QUALIFICATIONS
• MS or PhD in Computer Science, Engineering, Statistics, Economics, Physics
or related quantitative field ( e.g. Econometrics, Mathematics, Operations Research)
• Working knowledge of Bayesian modeling and familiarity with probabilistic programming packages/language such as Stan, PyMC
• Experience fully integrating data science solutions into the business and operationalizing ML models

The hiring range for this position in Santa Monica, CA is $112,586 to $151,030 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.

About Disney Direct to Consumer:

Disney's Direct to Consumer team oversees the Hulu and Disney+ streaming businesses within Disney Entertainment helping to bring The Walt Disney Company's best-in-class storytelling to fans and families everywhere.

This position is with Disney Streaming Services LLC, which is part of a business we call Disney Direct to Consumer.

Jobcode: Reference SBJ-d565p1-18-118-32-116-42 in your application.