Manager Data Science
Aplicar ahora Aplique más tarde Job ID 10104161 Ubicación Nueva York, Nueva York, Estados Unidos Business Disney Direct to Consumer Fecha de publicación 08/11/2024Detalles del empleo:
About The Role
The Commerce Data Science team at Disney Streaming develops Machine learning solutions to drive subscription and monetization across our streaming platforms, including Disney+, Hulu and ESPN+. Data scientists are integral to Disney’s success, partnering with cross-functional teams (growth, content, marketing, product, and engineering) to provide ML solutions that shape the experience of millions of users worldwide.
We're seeking an experienced Manager of Data Science to lead data scientists focused on developing and deploying machine learning models that address business-critical challenges. In this role, you’ll work with teams across commerce, growth, and identity to leverage machine learning solutions that enhance the customer journey and drive the business forward.
Responsibilities
Lead Machine Learning Initiatives
Design, build, and optimize machine learning models that optimize commerce payment products.
Manage the full lifecycle of ML development, including data collection, feature engineering, model selection, evaluation, and production.
Collaborate with engineers to deploy models at scale, ensuring robust A/B testing frameworks to assess the impact on key business metrics.
Data Exploration & Insights
Dive deep into subscriber and payment data to uncover patterns and opportunities for growth and retention strategies.
Lead exploratory analyses and complex statistical modeling to deliver actionable insights that inform high-stakes business decisions.
Data Storytelling
Translate complex data into clear and actionable insights through visualizations, reports, and presentations tailored to both technical and non-technical stakeholders.
Drive data-informed decision-making by presenting findings that highlight business implications.
Strategic Collaboration & Leadership
Build and foster strong relationships with business partners across commerce, growth, marketing, and engineering.
Collaborate with other data teams to improve our data infrastructure, including models, visualizations, and experimentation capabilities.
Mentor and grow a high-performing team of data scientists, creating an environment that encourages learning and innovation.
Basic Qualifications
Bachelor’s degree in advanced Mathematics, Statistics, Data Science or comparable field of study
Proven track record of working with programming languages (e.g., Python, Spark, PySpark) and SQL
Expertise in ML libraries such as scikit-learn, SciPy, and related technologies.
Experience with modern data platforms and tools (e.g., Databricks, Jupyter, Snowflake, Airflow, GitHub).
Advanced statistical knowledge and excellent problem-solving skills, with a proven ability to translate data into actionable insights.
8+ years of experience in building, deploying, and evaluating real-world machine learning solutions.
2+ years of leadership experience
Preferred Qualifications
M.S. and/or Ph.D. in a quantitative discipline.
Experience working in subscription-based or streaming media businesses.
Additional Information
#DISNEYTECH
The hiring range for this position in New York City area is $175,800-235,700 per year, in Los Angeles, CA area is $167,700-$224,900 and in San Francisco Bay Area is $183,700,600-$246,400 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.
Información adicional:
DISNEYTECHAcerca de Disney Direct to Consumer:
El equipo Direct to Consumer de Disney supervisa los negocios de streaming de Hulu y Disney+ dentro de Disney Entertainment, lo que permite llevar la inigualable narrativa de The Walt Disney Company a los aficionados y familias de todo el mundo.
Acerca de The Walt Disney Company:
The Walt Disney Company, junto con sus subsidiarias y afiliadas, es una empresa internacional diversificada líder en entretenimiento familiar y medios de comunicación que incluye tres segmentos comerciales principales: Disney Entertainment, ESPN y Disney Experiences. Desde sus humildes comienzos como estudio de dibujos animados en la década de 1920 hasta su reconocido nombre en la industria del entretenimiento en la actualidad, Disney continúa con orgullo su legado de crear historias y experiencias de clase mundial para toda la familia. Las historias, los personajes y las experiencias de Disney llegan a consumidores e invitados de todos los rincones del mundo. Con operaciones en más de 40 países, nuestros empleados y miembros del elenco trabajan juntos para crear experiencias de entretenimiento que sean apreciadas a nivel local y global.
Este puesto es en Disney Streaming Services LLC , que forma parte de una empresa comercial que denominamos Disney Direct to Consumer.
Disney Streaming Services LLC es un empleador que ofrece igualdad de oportunidades. Los solicitantes recibirán consideración para el empleo independientemente de su raza, religión, color, sexo, orientación sexual, género, identidad de género, expresión de género, nacionalidad, ascendencia, edad, estado civil, condición de militar o veterano, afección médica, información genética o discapacidad, o cualquier otro fundamento prohibido por la ley federal, estatal o local. Disney defiende un entorno empresarial donde las ideas y decisiones de todas las personas nos ayudan a crecer, innovar, crear las mejores historias y ser relevantes en un mundo en constante evolución.