Introduction to arenaflex
arenaflex is a leading entertainment and media enterprise that brings best-in-class storytelling to fans and families everywhere. Our Direct to Consumer team oversees the streaming businesses, helping to create world-class stories and experiences for every member of the family. As a Data Scientist at arenaflex, you will be part of a team that combines deep data analysis and research to present a compelling vision around user retention and preferences across our vast ecosystem of product offerings and content.
Job Summary
The Data Science team at arenaflex is seeking an experienced Data Scientist to join our team. As a Data Scientist, you will use data to empower decision-makers with information, predictions, and insights that ultimately influence the experiences of millions of users worldwide. You will apply state-of-the-art machine learning and statistical analysis to develop models related to opportunity sizing, targeting, and optimization. If you are someone who loves to work cross-functionally, build models, perform statistical analysis, and create visualizations to provide scalable and iterative capabilities, then this is a fantastic role for you!
Key Responsibilities
- Apply state-of-the-art machine learning and statistical analysis to develop models related to opportunity sizing, targeting, and optimization
- Analyze user behavioral data to identify patterns, uncover opportunities, and create a common understanding of how people are interacting with the service and content
- Develop prototype solutions, mathematical models, algorithms, and robust analytics leading to impactful insights communicated clearly and visually
- 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 other data scientists, data analysts, and key business partners to drive business decisions and inform model development
Essential Qualifications
- Bachelor's degree in advanced Mathematics, Statistics, Data Science, or a comparable field of study, and/or equivalent work experience
- 7+ years of 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 a 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 analytical and problem-solving skills
- Excellent communication and collaboration skills
- Ability to work in a fast-paced environment and adapt to changing priorities
- Strong understanding of data visualization and presentation skills
- Experience with data science tools and technologies such as Python, R, SQL, and machine learning frameworks
Career Growth Opportunities and Learning Benefits
At arenaflex, we are committed to helping our employees grow and develop their careers. As a Data Scientist, you will have the opportunity to work on complex and challenging projects, collaborate with cross-functional teams, and develop your skills and expertise in machine learning and statistical analysis. You will also have access to training and development programs, mentorship, and opportunities to attend industry conferences and events.
Work Environment and Company Culture
arenaflex is a dynamic and innovative company that values creativity, diversity, and inclusion. Our work environment is collaborative and fast-paced, with a focus on delivering high-quality results and exceeding customer expectations. We offer a range of benefits and perks, including flexible working hours, remote work options, and a comprehensive compensation package.
Compensation, Perks, and Benefits
The hiring range for this position is $149,300-$200,200, depending on the candidate's geographic region, job-related knowledge, skills, and experience. We also offer a range of benefits, including medical, financial, and other benefits, as well as a bonus and/or long-term incentive units as part of the compensation package.
Conclusion
If you are a motivated and experienced Data Scientist looking for a challenging and rewarding role, we encourage you to apply for this position at arenaflex. As a Data Scientist, you will have the opportunity to work on complex and challenging projects, collaborate with cross-functional teams, and develop your skills and expertise in machine learning and statistical analysis. Don't miss out on this opportunity to join a dynamic and innovative company that values creativity, diversity, and inclusion. Apply now to become a part of the arenaflex team!
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