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Full-Time

Lead Data Scientist

Posted on 7/8/2024

Luminate

Luminate

51-200 employees

Provides data and insights for entertainment

Data & Analytics
Entertainment

Compensation Overview

$140k - $203kAnnually

Senior, Expert

New York, NY, USA

Requires onsite presence in New York City, NY for four days per week.

Category
Data Science
Data & Analytics
Required Skills
Python
Sales
Data Science
Data Structures & Algorithms
Marketing
Requirements
  • Masters degree in Computer Science, Statistics, Mathematics, or related fields
  • 7+ years of experience developing production-level predictive or Machine Learning models
  • Prior experience deploying various models into production
  • Strong programming skills in Python
  • Ability to work independently with minimal Engineering support
  • Strong storytelling and communication skills to both technical and nontechnical team members
Responsibilities
  • Take technical ownership and work as a technical leader for one or multiple data science projects
  • Lead the design, development, and delivery of machine learning enabled solutions to address critical business questions
  • Create predictive models using the latest machine learning algorithms on big data
  • Implement, run, test, and deploy such models into production
  • Leverage various data science methods such as machine learning, statistical modeling, and causal inference to understand user behavior and help optimize and drive product improvements and feature prioritization
  • Independently utilize large data sets to uncover, size, and advocate for DS/ML opportunities that improve the experience for customers and internal teams
  • Solving opaque, unstructured problems by developing core DS/ML frameworks that shape the company's approach to data
  • Define, evaluate, and monitor key metrics, understanding the root causes of changes, and feeding them back to business stakeholders to action on
  • Present ideas and results, including translating business objectives to DS/ML problems and vice versa
  • Make Luminate an even better place to work by increasing data literacy and expertise through collaboration, development of DS/ML best practices, and documentation
  • Collaborate with cross-functional teams including Product, Engineering, Sales, Research, Marketing, and more

Luminate specializes in providing data and insights for the entertainment industry, focusing on music, film, and television. The company collects and verifies data through exclusive partnerships, ensuring high integrity and reliability. Clients, including music labels and film studios, use Luminate's data to inform their strategic decisions, marketing, and content creation. Luminate's business model includes data licensing, syndication, and consulting services, allowing clients to access comprehensive datasets for market analysis and planning. The company differentiates itself through its commitment to trust and transparency, built over years of consistent data delivery. Luminate's goal is to empower clients with essential insights to navigate the entertainment landscape effectively.

Company Stage

Acquired

Total Funding

N/A

Headquarters

Los Angeles, California

Founded

2020

Growth & Insights
Headcount

6 month growth

-8%

1 year growth

-1%

2 year growth

-1%
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Simplify's Take

What believers are saying

  • Luminate's trusted data is essential for strategic decision-making in the entertainment industry, making it a valuable partner for major music labels, film studios, and TV networks.
  • The company's continuous innovation, such as the launch of a web-based platform and acquisition of Quansic, indicates strong growth potential.
  • Luminate's insights into niche markets, like the K-pop merchandise market, highlight their ability to identify and capitalize on emerging trends.

What critics are saying

  • The competitive landscape of entertainment data is intense, with new entrants potentially challenging Luminate's market share.
  • Dependence on partnerships and acquisitions for growth could lead to integration challenges and operational disruptions.

What makes Luminate unique

  • Luminate's exclusive partnerships and decades of experience in the entertainment industry provide a unique edge in delivering high-integrity data.
  • Their comprehensive web-based platform allows clients to access and analyze media data in unprecedented detail, setting them apart from competitors.
  • The acquisition of Quansic enhances Luminate's music data offerings, further solidifying their position as a leader in entertainment data.

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