Data Scientist

Skills

Description

Data Science and ML Engineering, Python, Jupyter Notebooks.

We are looking for an enthusiastic data science contractor to improve our machine learning products to optimize content and marketing investment decisions You will support our existing suite of subscriber propensity and content forecasting models by leveraging datasets collected from tens of millions of users as they engage with content on Paramount These models will enable you to create user or content level insights and forecasts to guide P Finance and Marketing decisions An ideal candidate would be someone with a track record of building and deploying models excellent communication skills and interest in the streaming entertainment industry

Responsibilities

• Design implement optimize and maintain machine learning models to predict content performance
• · Build and deploy endtoend ML pipelines that can handle largescale data efficiently
• · Continuously monitor model performance in production via automation and iterate to maintain relevance
• · Experiment with novel methods to improve forecasting accuracy and interpretability
• · Work closely with other data scientists business intelligence finance and content teams for any adhoc forecasting needs
• · Validate models through backtesting and evaluation of observed data
• · Deliver data insights at the appropriate level of detail and perform fast followup to feedback