Job Description

Role Details

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 contentlevel 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


Your DaytoDay


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


Qualifications


You Have


2 years experience in Data Science and ML Engineering


MS or PhD in StatisticsData ScienceComputer Science or related disciplines with specialization in machine learning techniques


Knowledge of both supervised and unsupervised machine learning techniques


Have full stack experience in data collection aggregation analysis visualization productionalization and monitoring of data science products


The ability to write robust code in Python and leverage associated machine learning packages


Experience using Jupyter Notebooks


Familiarity with a variety of statistical models and methods ie causal methods treebased algorithms time series analysis regression analysis


Communicate concisely and persuasively with engineers and product managers


Strong detail orientation with a penchant for data accuracy


Familiar with version control systems Git BitBucket


Must successfully pass a background check


You might also have


Experience using Google Cloud Platform BigQuery ML Engine and APIs


Experience using project management tools like those from Atlassian JIRA Confluence


Can wrangle data using SQL and Pandas


Background in NLP or text mining techniques is a plus


Background in deep learning and Tensorflow is a plus Futran Tech Solutions Pvt. Ltd.

Job Tags

For contractors,

Similar Jobs