At arenaflex, we're on a mission to revolutionize the way people consume entertainment and media. Our Direct to Consumer team is at the forefront of this revolution, overseeing the Hulu and Disney+ streaming businesses and bringing the best-in-class storytelling to fans and families everywhere. As a key member of our Data Science team, you'll play a critical role in harnessing the power of data to drive business decisions and create unforgettable experiences for millions of users worldwide.
**Job Summary:**
We're seeking an experienced Full Stack Data Scientist to join our team of data-driven innovators. As a Data Scientist at arenaflex, you'll apply state-of-the-art machine learning and statistical analysis to develop models that drive business growth, optimize user experiences, and uncover new opportunities. You'll work closely with cross-functional teams, including content, marketing, product, and engineering, to inform decision-making and drive business outcomes.
**Key Responsibilities:**
* Develop and deploy machine learning models to drive business growth, optimize user experiences, and uncover new opportunities
* Conduct deep analysis of user behavioral data to identify patterns, uncover opportunities, and create common understanding of how people are interacting with the service and content
* Visualize insights and communicate complex data stories to stakeholders through clear and compelling visualizations
* 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
* Collaborate with data scientists, data analysts, and key business partners to drive business outcomes and inform decision-making
* Develop and maintain robust analytics pipelines to support data-driven decision-making
* Stay up-to-date with the latest advancements in machine learning, statistical analysis, and data visualization techniques
**Essential Qualifications:**
* Bachelor's degree in advanced Mathematics, Statistics, Data Science, or comparable field of study, and/or equivalent work experience
* 7+ years 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
**Skills and Competencies:**
* Strong understanding of machine learning concepts and statistical methods
* Ability to communicate complex data stories to stakeholders through clear and compelling visualizations
* Experience working with cross-functional teams to drive business outcomes and inform decision-making
* Strong analytical and problem-solving skills
* Ability to work in a fast-paced environment and prioritize multiple projects and deadlines
* Strong collaboration and communication skills
**Career Growth Opportunities and Learning Benefits:**
* Opportunities to work on high-impact projects that drive business growth and optimize user experiences
* Collaborative and dynamic work environment with a team of data-driven innovators
* Access to cutting-edge tools and technologies, including machine learning frameworks, data visualization tools, and cloud-based platforms
* Opportunities for professional growth and development through training, mentorship, and career advancement
* Flexible work arrangements, including remote work options and flexible hours
**Work Environment and Company Culture:**
* arenaflex is a dynamic and innovative company that values creativity, collaboration, and continuous learning
* Our Direct to Consumer team is a fast-paced and entrepreneurial environment that requires adaptability, resilience, and a passion for innovation
* We're committed to creating a workplace that's inclusive, diverse, and equitable, where everyone feels valued and empowered to contribute their best work
**Compensation, Perks, and Benefits:**
* Competitive salary range: $149,300-$200,200 (Los Angeles, CA area)
* Bonus and/or long-term incentive units may be provided as part of the compensation package
* Comprehensive benefits package, including medical, financial, and other benefits
* Flexible work arrangements, including remote work options and flexible hours
* Access to cutting-edge tools and technologies, including machine learning frameworks, data visualization tools, and cloud-based platforms
* Opportunities for professional growth and development through training, mentorship, and career advancement
**How to Apply:**
If you're a data-driven innovator with a passion for creating unforgettable experiences for millions of users worldwide, we want to hear from you! Apply now to join our team of data scientists and help shape the future of entertainment and media.