Warner Media, LLC.
The Job As a Data Scientist on the HBO Max Data Science team, you will have a deep understanding of different types of data, metrics and KPIs. You will be responsible for developing, maintaining, and improving forecast models. You will work closely with the content intelligence team, marketing team, research team, strategy team and finance team. Your models and analyses will be used to inform partners and leadership about subscription projection and forecast. You will work with a wide array of datasets to craft industry leading models and analyses. A key part of this role is the ability to join cross-functional projects, executing from start to finish. You will monitor the latest in algorithmic/modeling results and identify opportunities to apply them impactfully. The Daily
Design, build, and improve machine learning forecast models. Work end to end from data collection, feature generation and selection, model building, forecasting, writing reports and building slides to share model results. Study and fully understand HBO Max data sources and extract the most useful data for modeling Write efficient, correct queries to pull data for KPIs and metrics Monitor model outputs and validate model accuracy, propose ideas to enhance models Apply causal modeling to show cause-effect relationships between KPIs and factors affecting those Perform research to acquire best-in-class data science techniques and practices to improve forecasting models Capture business requirements for data science solutions and communicate data science output and recommendations to inform business strategies Create dashboards/reports to share forecasts with internal/external stakeholders and leadership Present analyses to business partners and make recommendations The Essentials
BA/BS in business analytics, statistics, mathematics, economics, industrial engineering, or other quantitative discipline is required. Masters/PhD is a plus 1+ years of experience building data science/statistical models (multivariate regression, time series models, XGBoost, causal inference, etc.) Expertise in SQL, Python, and R Proficiency in Databricks is a plus Expertise in building time series models (e.g. SARIMAX, Prophet, etc.) Experience in customizing optimization algorithms is a plus Experience in RShiny is a plus Experience in linear and non-linear optimization (local/global) approaches is a plus Knowledge of media and advertising (display, digital, paid search, etc.) is a plus Other desired qualifications
Strong curiosity, leadership, and business acumen Passionate about using data to drive strategy and product recommendations Experience in subscription-based businesses or eCommerce preferred Strong interpersonal skills with the ability to motivate, collaborate and influence Ability to deliver on multiple projects and meet tight deadlines A developed creative taste and strong instinct for stories and experiences that will capture consumers Actively engage in strategic conversations with social insights and community perspectives Ability to adapt rapidly in a fast-moving environment with shifting priorities Ability to effectively influence and communicate cross-functionally with all levels; exceptional verbal and written communication skills Strong presentation skills How We Get Things Done
Our guiding principles are the core values by which we operate and are central to how we get things done. You can find them at www.wbd.com/guiding-principles/ along with insights from the team on what they mean and how they show up in their day to day. We hope they resonate with you and look forward to discussing them during your interview. Championing Inclusion at WBD Warner Bros. Discovery embraces the opportunity to build a workforce that reflects a wide array of perspectives, backgrounds and experiences. Being an equal opportunity employer means that we consider qualified candidates on the basis of merit, without regard to race, color, religion, national origin, gender, sexual orientation, gender identity or expression, age, mental or physical disability, or genetic information, marital status, citizenship status, military status, protected veteran status or any other category protected by law. If you’re a qualified candidate with a disability and you require adjustments or accommodations during the job application and/or recruitment process, please visit the accessibility page for instructions to submit your request. #J-18808-Ljbffr
Design, build, and improve machine learning forecast models. Work end to end from data collection, feature generation and selection, model building, forecasting, writing reports and building slides to share model results. Study and fully understand HBO Max data sources and extract the most useful data for modeling Write efficient, correct queries to pull data for KPIs and metrics Monitor model outputs and validate model accuracy, propose ideas to enhance models Apply causal modeling to show cause-effect relationships between KPIs and factors affecting those Perform research to acquire best-in-class data science techniques and practices to improve forecasting models Capture business requirements for data science solutions and communicate data science output and recommendations to inform business strategies Create dashboards/reports to share forecasts with internal/external stakeholders and leadership Present analyses to business partners and make recommendations The Essentials
BA/BS in business analytics, statistics, mathematics, economics, industrial engineering, or other quantitative discipline is required. Masters/PhD is a plus 1+ years of experience building data science/statistical models (multivariate regression, time series models, XGBoost, causal inference, etc.) Expertise in SQL, Python, and R Proficiency in Databricks is a plus Expertise in building time series models (e.g. SARIMAX, Prophet, etc.) Experience in customizing optimization algorithms is a plus Experience in RShiny is a plus Experience in linear and non-linear optimization (local/global) approaches is a plus Knowledge of media and advertising (display, digital, paid search, etc.) is a plus Other desired qualifications
Strong curiosity, leadership, and business acumen Passionate about using data to drive strategy and product recommendations Experience in subscription-based businesses or eCommerce preferred Strong interpersonal skills with the ability to motivate, collaborate and influence Ability to deliver on multiple projects and meet tight deadlines A developed creative taste and strong instinct for stories and experiences that will capture consumers Actively engage in strategic conversations with social insights and community perspectives Ability to adapt rapidly in a fast-moving environment with shifting priorities Ability to effectively influence and communicate cross-functionally with all levels; exceptional verbal and written communication skills Strong presentation skills How We Get Things Done
Our guiding principles are the core values by which we operate and are central to how we get things done. You can find them at www.wbd.com/guiding-principles/ along with insights from the team on what they mean and how they show up in their day to day. We hope they resonate with you and look forward to discussing them during your interview. Championing Inclusion at WBD Warner Bros. Discovery embraces the opportunity to build a workforce that reflects a wide array of perspectives, backgrounds and experiences. Being an equal opportunity employer means that we consider qualified candidates on the basis of merit, without regard to race, color, religion, national origin, gender, sexual orientation, gender identity or expression, age, mental or physical disability, or genetic information, marital status, citizenship status, military status, protected veteran status or any other category protected by law. If you’re a qualified candidate with a disability and you require adjustments or accommodations during the job application and/or recruitment process, please visit the accessibility page for instructions to submit your request. #J-18808-Ljbffr