Data Scientist in c2c software jobs Los Angels, CA

Job Title
: Data Scientist
Location
: Los Angels, CA (Hybrid)
Type
: 6+ Months Contract
 

Note: Media experience is must

Responsibilities:

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

Your Day to Day

Design implement optimize and maintain machine learning models to predict content performance
Build and deploy end to end 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 back testing and evaluation of observed data
Deliver data insights at the appropriate level of detail and perform fast follow up to feedback

Qualifications

2 years of experience in Data Science and ML Engineering
MS or PhD in Statistics Data 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 tree based 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