Are you a data-driven professional with a passion for AI and factual displaying? Do you want to join a dynamic team that's shaping the future of streaming entertainment? Look no further! arenaflex, a leading innovator in direct-to-consumer video services, is seeking an experienced Full Stack Data Scientist to join our Information Science team.
**About arenaflex**
arenaflex is a global leader in the entertainment industry, creating and delivering world-class content to audiences around the globe. Our mission is to provide unparalleled entertainment experiences through our streaming services, including Disney+, Hulu, and ESPN+. We're committed to innovation, creativity, and excellence in everything we do.
**Job Summary**
As a Full Stack Data Scientist at arenaflex, you'll play a critical role in driving business growth and decision-making through data-driven insights. You'll work closely with cross-functional teams to develop and implement AI and factual displaying solutions that drive user engagement, retention, and revenue growth. If you're a seasoned data professional with a passion for storytelling and a knack for communicating complex ideas, we want to hear from you!
**Key Responsibilities**
* Support the streaming business with AI and factual displaying focused on understanding and predicting user behavior, including churn, upgrade/downgrade, cost responsiveness, customer segmentation, survival analysis, A/B testing, and causal inference.
* Develop and implement innovative AI strategies to address key business questions while identifying new areas to explore.
* Drive experimentation to assess the effects of your models and iterate on your approach.
* Collaborate closely with colleagues across the organization to identify and capitalize on opportunities.
* Present your findings and recommendations to senior leaders.
* Work with other data teams to improve platform capabilities around data modeling, data representation, experimentation, and data design.
**Essential Capabilities**
* Bachelor's degree in Computer Science, Engineering, Science, Physics, Econometrics, or Statistics.
* 3+ years of experience designing, building, and evaluating scalable AI solutions.
* Strong coding experience in one or more data programming languages like Python/R, with additional experience in scientific libraries like NumPy, Pandas, or similar libraries.
* Proficiency in analyzing data and creating ML models using Python (with ML frameworks like TensorFlow, scikit-learn, etc.).
* Strong foundation in statistical modeling: regression, clustering, time series estimation, causal inference, and other methods.
* Experience creating interpretable numerical models and solving complex quantitative problems that can be understood by non-technical stakeholders.
* Ability to extract insights and recommendations from data to inform model development and business decisions.
* Willingness to collaborate with other data researchers, data analysts, and key stakeholders.
* Strong understanding of SQL.
**Preferred Capabilities**
* Postgraduate education in a quantitative field.
* Excellent analytical skills, with a high level of statistical knowledge.
* Demonstrated ability to choose the right statistical tools given a data analysis problem.
* Ability to adapt quickly in a fast-paced environment with shifting priorities.
* Strong relational skills, for both technical and non-technical audiences.
* Ability to focus on multiple projects simultaneously and meet deadlines.
* Experience with data platforms and applications like Databricks, Jupyter, Snowflake, Wind current, and GitHub.
* Experience with designing and analyzing A/B testing and other experimentation types.
* Experience thinking critically to interpret market and customer data, ideally about a subscription-based service.
* Experience with distributed data technologies (Hive, Hadoop).
* Experience with NLP and NN models.
**About arenaflex and its Benefits**
arenaflex is one of the world's largest and most iconic entertainment conglomerates, with a rich history dating back to 1923. Our company has grown to encompass a vast array of businesses and brands in the fields of entertainment, media, and amusement parks. Here's an overview of arenaflex and some of its benefits:
**Overview of arenaflex**
* Entertainment: arenaflex is a leading player in the media industry, creating films, TV shows, and streaming content through various subsidiaries like Walt Disney Pictures, Pixar, Marvel Studios, Lucasfilm, and Disney TV Animation.
* Media Organizations: arenaflex owns and operates several prominent media companies, including ABC, ESPN, Disney Channel, and National Geographic.
* Amusement Parks: arenaflex operates some of the world's most famous theme parks and resorts, including Disneyland Resort in California, Walt Disney World Resort in Florida, Disneyland Paris, and more.
* Consumer Products: arenaflex markets a wide range of products, toys, and clothing featuring beloved characters from its franchises.
* Streaming: arenaflex launched its own streaming service, Disney+, which offers an extensive library of Disney, Pixar, Marvel, Star Wars, and National Geographic content.
* Studio Entertainment: arenaflex's film studios produce blockbuster movies that often dominate the box office.
* Interactive Media: arenaflex has a presence in the gaming industry, with studios like Disney Interactive Studios and partnerships with other game developers.
**Benefits of Working at arenaflex**
* Working at arenaflex can offer employees a range of benefits and perks, which may include:
* Employee Discounts: arenaflex employees often receive discounts on stock, amusement park tickets, and other Disney-related products and services.
* Health and Wellness Benefits: arenaflex typically offers comprehensive health and wellness benefits, including medical, dental, and vision coverage, as well as health programs and resources.
* 401(k) Retirement Plans: Many employees have access to 401(k) plans with employer matching contributions to help them save for retirement.
* Paid Time Off: arenaflex commonly provides paid time off, including vacation days, holidays, and sick leave.
* Education Assistance: Some employees may have access to education assistance programs to support their professional development and career advancement.
* Employee Assistance Programs: arenaflex may offer employee assistance programs to provide counseling and support services for personal and professional challenges.
* Career Advancement: arenaflex often provides opportunities for career growth and advancement within the company.
* Employee Recognition: arenaflex recognizes and rewards employee contributions through various recognition programs.
* Unique Work Environment: Depending on the role, arenaflex employees may have the opportunity to work in unique and exciting settings, such as theme parks or studios.
* Innovative and Collaborative Culture: arenaflex fosters a creative and collaborative work culture, encouraging employees to contribute their ideas and talents to the company's projects and initiatives.
Please note that specific benefits and perks may vary depending on the role, location, and subsidiary within arenaflex. arenaflex is known for its commitment to diversity and inclusion and often promotes a positive and inclusive work environment culture.
If you're a data-driven professional with a passion for AI and factual displaying, we encourage you to apply for this exciting opportunity to join our team at arenaflex.