(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
(Fully-remote US position) About LiftLab Liftlab is the leading provider of science-driven software ... Bayesian concepts * Hypotheses testing Education requirements Graduate degree in Applied ...
Modeling Scientist
Houston, TX · On-site +1
$100K - $160K/yr
Remote Base Salary Range : $100k - $160k base salary The Modeling Scientist is responsible for ... Develop hierarchical and Bayesian approaches to support distributed and iterative model ...
Modeling Scientist
Houston, TX · On-site +1
$100K - $160K/yr
Remote Base Salary Range : $100k - $160k base salary The Modeling Scientist is responsible for ... Develop hierarchical and Bayesian approaches to support distributed and iterative model ...
Remote Bayesian information
What are the key skills and qualifications needed to thrive as a Remote Bayesian, and why are they important?
What is the difference between Remote Bayesian vs Remote Data Scientist?
| Aspect | Remote Bayesian | Remote Data Scientist |
|---|---|---|
| Required Credentials | Background in statistics, Bayesian methods, programming (Python/R) | Statistics, computer science, or related degree; programming skills |
| Work Environment | Research-focused, analytical tasks, often in tech or finance | Data analysis, modeling, business insights across industries |
| Industry Usage | Research institutions, AI, machine learning, finance | Tech companies, consulting, finance, healthcare |
Remote Bayesian specialists focus on Bayesian statistical methods and probabilistic modeling, often in research or AI contexts. Remote Data Scientists have broader roles in data analysis and modeling across various industries. While both roles require strong analytical skills and programming, Remote Bayesian roles emphasize Bayesian techniques, whereas Remote Data Scientist roles encompass a wider range of data analysis tasks.
What is a Remote Bayesian?
How do Remote Bayesian professionals typically collaborate with cross-functional teams given the virtual nature of their work?
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R&D Data Scientist: Mathematical Modeling and Optimization
Liftlab Analytics, Inc.Austin, TX • On-site, Remote
Full-time
Posted 17 hours 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