Data Scientist II - Segmentation Data Science

The Walt Disney Company • Santa Monica, CA • 11h ago

Data Scientists at Disney Entertainment Direct-to-Consumer are the modeling and insights partners for the Content, Product, Marketing, Analytics, Business Operations, 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 related to subscribers' behavior. Work on the entire development process, i.e., data collection, feature engineering, algorithm development, analysis, visualization, and communicating the results. Collaborate with the team to productionize models. Drive experimentation to test the impact of the models.

Deep analysis : Develop comprehensive understanding of subscriber 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 proto@type solutions, mathematical models, algorithms, and robust analytics leading to actionable insights, and communicating them 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.

Minimum Qualifications

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

3+ years of experience designing, building, and evaluating practical machine learning solutions

2+ years of experience with a programming language for data science or statistics like Python, R, especially experience with scientific libraries like Numpy, Pandas.

Experience with reading and writing complex SQL queries and using Databases

Deep understanding of machine learning concepts and statistical methods

Strong communication skills, for both technical and non-technical audiences

Desire to collaborate with other data scientists, data engineers, analysts, and business partners

Preferred Qualifications

Masters or Doctorate degree in Statistics, Econometrics, Mathematics, Computer Science, Engineering, or related field

Previous experience in marketing analytics and consumer insights, especially in the subscription services sector

Excellent analytical skills and advanced level of statistics knowledge

Familiarity with data exploration and data visualization tools such as Tableau, Looker

Experience developing interactive data apps using packages such as R Shiny or Streamlit

Strong expertise with Python and libraries such as scikit-learn and scipy

Familiarity with data platforms and applications such as Jupyter, Snowflake, Github, Databricks, Airflow

DISNEYANALYTICS

DISNEYTECH

The hiring range for this position in New York, NY is $145,500 to $195,000 per year. Santa Monica, CA and Glendale, CA is $138,900 to $186,200 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.

Job ID: 10128633

Location: Santa Monica,California

Job Posting Company: Disney Direct to Consumer

The Walt Disney Company and its Affiliated Companies are Equal Employment Opportunity employers and welcome all job seekers including individuals with disabilities and veterans with disabilities. If you have a disability and believe you need a reasonable accommodation in order to search for a job opening or apply for a position, email Candidate.Accommodations@Disney.com with your request. This email address is not for general employment inquiries or correspondence. We will only respond to those requests that are related to the accessibility of the online application system due to a disability.

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