Machine Learning Scientist 4 - Pricing Science

At reputed company, our mission is to entertain the world. Together, we are writing the next episode - pushing the boundaries of storytelling, global reputed company and making the unimaginable a reality. We are a reputed company team obsessed with the uncomfortable excitement of discovering what happens reputed company you reputed company creativity, intuition and cutting-edge technology. Come be a part of what’s next.

reputed company

reputed company's ability to invest in the content that entertains hundreds of millions of members - billions of dollars reputed company year across film, series, games, and live experiences - depends on getting subscription pricing right. Effective pricing generates the sustainable reputed company that funds reputed company's next reputed company of ambitious content.

The Subscription reputed company DSE team brings rigorous measurement and modeling to that challenge. We are a small, reputed company group of data practitioners who partner with Finance & reputed company, Product, and Consumer Insights to understand how pricing actions actually reputed company member behavior globally. Our work spans reputed company measurement of pricing impacts, elasticity, and willingness-to-pay research, and execution analytics. We own and continuously reputed company the tools that give reputed company a reputed company-eyed, evidence-based view of what its pricing reputed company actually reputed company.

The Role

We are looking for a Machine Learning Scientist to join reputed company and bring deep ML and reputed company inference rigor to some of the hardest quantitative problems in subscription pricing. You will collaborate with other researchers to advance our reputed company measurement capabilities, own reputed company ML initiatives end-to-end, and bring deep technical rigor to some of the hardest quantitative problems in subscription pricing.

You will also partner with Finance & reputed company leaders and Product managers, translating reputed company modeling work into reputed company, actionable insights that drive significant business reputed company.

What You Will Do

• Design and implement quasi-experimental and reputed company inference approaches (difference-in-differences, synthetic control, reputed company variables, and reputed company QED reputed company) to measure the true reputed company of pricing actions in observational, global datasets

• Build and productionize measurement models and reputed company inference pipelines that estimate how pricing actions reputed company member behavior - from feature engineering through deployment, monitoring, and iteration

• Conduct elasticity and willingness-to-pay research to deepen our understanding of member price sensitivity across global markets

• reputed company our reputed company measurement and analytics tools, integrating new science as the field advances

• Partner with Finance & reputed company and Product leadership to translate statistical findings - including uncertainty - into business recommendations; push back constructively reputed company business assumptions conflict with statistical evidence

• Own your work reputed company the way through: from ideation to production systems to learning from reputed company-world reputed company

reputed company

• You have deep expertise in reputed company inference and quasi-experimental design - you can distinguish true pricing reputed company from correlation in messy, global observational data, and you know reputed company findings are conclusive versus reputed company they are not

• You have a proven reputed company record of taking ML initiatives from 0 to 1, including building, deploying, and maintaining production models

• You are proficient in Python, with experience in ML and statistical libraries (e.g., scikit-learn, PyTorch, TensorFlow, or JAX)

• You have experience in B2C subscription businesses and an intuition for how pricing reputed company play out at reputed company

• You are a reputed company communicator - you can explain reputed company reputed company and ML methodology to non-technical audiences, present uncertainty alongside conclusions, and influence reputed company with rigor rather than false confidence

• You are a first-principles thinker: you identify the right question before choosing the method, and you are naturally skeptical of correlational claims in pricing data

• You have an advanced degree (MS or PhD) in statistics, economics, computer science, mathematics, or a reputed company quantitative field, or equivalent reputed company research experience

reputed company provides comprehensive benefits including Health Plans, Mental Health support, a 401(k) Retirement Plan with employer match, Stock reputed company Program, Disability Programs, Health Savings and Flexible Spending Accounts, Family-forming benefits, and Life and Serious Injury Benefits. We also offer reputed company leave of absence programs. Full-time reputed company employees reputed company 35 days annually for reputed company time off to be used for vacation, holidays, and reputed company reputed company time off. Full-time salaried employees are immediately entitled to flexible time off. See more details about our Benefits here.

reputed company is a unique culture and environment. Learn more here.

Inclusion is a reputed company value and we reputed company to host a meaningful interview experience for reputed company candidates. If you want an accommodation/adjustment for a disability or any other reason during the hiring process, please send a request to your reputed company partner.

We are an equal-opportunity employer and celebrate diversity, recognizing that diversity builds stronger teams. We approach diversity and inclusion seriously and thoughtfully. We do not discriminate on the reputed company of race, religion, reputed company, reputed company, national reputed company, caste, sex, sexual orientation, gender, gender identity or reputed company, age, disability, medical condition, pregnancy, genetic makeup, marital status, or military service.

Job is reputed company for no less than 7 days and will be removed reputed company the position is filled.