(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Our platform combines economic modeling with specialized media experimentation so brands and ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Our platform combines economic modeling with specialized media experimentation so brands and ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Our platform combines economic modeling with specialized media experimentation so brands and ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Our platform combines economic modeling with specialized media experimentation so brands and ...
Remote Pandora Media information
What are remote Pandora Media jobs?
What are the key skills and qualifications needed to thrive as a remote Pandora Media employee?
What are some common challenges faced by remote employees at Pandora Media, and how does the company support team collaboration?
What is the difference between Remote Pandora Media vs Remote Radio Advertising Specialist?
| Aspect | Remote Pandora Media | Remote Radio Advertising Specialist |
|---|---|---|
| Required Credentials | Marketing or media-related degrees, familiarity with digital platforms | Marketing, advertising, or communications degrees, knowledge of radio industry |
| Work Environment | Remote, digital media-focused | Remote, radio and audio advertising focus |
| Employer & Industry | Digital media companies, streaming services | Radio stations, advertising agencies |
| Common Search & Comparison | Yes | Yes |
Remote Pandora Media roles typically involve digital marketing and streaming platform promotion, while Remote Radio Advertising Specialists focus on traditional radio ad campaigns. Both roles require marketing knowledge but differ in industry focus and media type.
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R&D Data Scientist: Mathematical Modeling and Optimization
Austin, TX • On-site, Remote
Full-time
Re-posted 17 days ago
Job description
About LiftLab
Liftlab is the leading provider of science-driven software to optimize marketing spend and predict revenue for optimal spend levels. We call this the Science of Marketing Effectiveness. Our platform combines economic modeling with specialized media experimentation so brands and agencies can clearly see the tradeoffs of growth and profitability. With decades of experience in marketing analytics and data science, our team of industry experts and thought leaders is proud to enable leading and emerging brands such as Cinemark, Express, Hanna Anderson, Lulu & Georgia, Pandora, Sephora, Skims, Tory Burch, Thrive, and Vionic, with our cutting-edge solutions and strategic guidance.
Job responsibilities
- Develop new algorithm-based features of LiftLab's marketing measurement and optimization platform
- Performs diagnostics and root-cause analysis and provide fixes
- Works with Data Science and Engineering to implement these features into LiftLabs product and workflow
- Data manipulation
- SQL
- Operating on big datasets in Python
- Data visualization
- Mathematical optimization
- Linear optimization concepts
- Nonlinear continuous optimization
- Linear algebra
- Mathematical modeling
- Using parametrized systems of equations to represent real-world systems
- Statistics
- Multivariate regression
- Clear understanding of Maximum Likelihood estimation and computational methods to find MLE parameters
- Bayesian concepts
- Hypotheses testing
Graduate degree in Applied Mathematics, Scientific Computing, Operations Research or related field. We will consider holders of Bachelor degrees with relevant experience
Skills/Aptitude
- Engineering and detective mindset
- Both to diagnose data and existing algorithms and to develop new analytics functionality
- Pragmatic approach to real-world problems
- Focus on problem solving over applying specific models
- Willingness to make approximations and assumptions rather than find "the" optimal solution
- Ability to combine multiple techniques and models to solve end-to end-problems
- Communication and collaboration skill
- Ability to convert non-technical requests into project specifications