Job Description

We are seeking a Data Scientist (Machine Learning) to develop an advanced forecasting model for Premium Video on Demand (PVOD) and Premium Electronic Sell-Through (PEST) at the film title level. This is a high-impact, short-term project focused on improving forecasting accuracy by incorporating rich datasets beyond traditional box office performance. The ideal candidate will have hands-on experience in machine learning model development, forecasting techniques, and feature engineering, along with the ability to communicate insights to non-technical stakeholders.

• Rate Range- $50-65/hr on W2

Responsibilities:

• Develop and implement machine learning models to forecast consumer demand and spending
• Incorporate diverse features such as marketing, film quality, competition, and pricing
• Support both early-stage and post-theatrical forecasting models
• Ensure model explainability for business stakeholders
• Analyze historical datasets including performance, audience metrics, and competitive landscape
• Deliver model outputs, accuracy assessments, and recommendations within tight timelines
• Provide guidance for integration into weekly forecasting workflows

Required Qualifications:

Core Technical Skills

• 1–2 years of experience in machine learning model development
• Strong understanding of forecasting methods and statistical techniques
• Proficiency in Python or R
• Experience with data analysis and feature engineering
• Ability to work with large historical datasets and diverse data sources

Analytical & Communication Skills

• Strong problem-solving and analytical thinking
• Ability to explain complex models to non-technical stakeholders
• High attention to detail and accuracy

Preferred Qualifications

• Experience in the entertainment industry or forecasting for PVOD/PEST
• Knowledge of marketing impact, film performance, and competitive dynamics
• Familiarity with early-stage and post-theatrical forecasting models

Project Overview

• Build a forecasting model that improves accuracy, stability, and performance across genres and revenue tiers
• Develop an explainability package with visual insights into key drivers
• Deliver accuracy benchmarking against existing models
• Provide implementation guidance for production workflows and future scalability

If you meet the required qualifications and are interested in this role, please apply today. 

The Solomon Page Distinction

Solomon Page offers a comprehensive benefit program for hourly employees. We pride ourselves on offering medical, dental, 401(k), direct deposit and commuter benefits to our employees, including freelancers - which sets us apart in the industries we serve.

About Solomon Page

Founded in 1990, Solomon Page is a specialty niche provider of staffing and executive search solutions across a wide array of functions and industries. The success of Solomon Page reflects an organic growth strategy supported by a highly entrepreneurial culture. Acting as a strategic partner to our clients and candidates, we focus on providing customized solutions and building long-term relationships based on trust, respect, and the consistent delivery of excellent results. For more information and additional opportunities, visit: solomonpage.com and connect with us on Facebook, and LinkedIn.

Opportunity Awaits.#LI-NC5

Job Tags

Hourly pay, Contract work, Temporary work, Freelance, Work at office

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