MMM Data Scientist, Bayesian, Python, Pymc

Ventula Consulting; England; Hybrid; GBP 109,799 - 144,072; Full time

Job summary

A leading pharmaceutical consulting firm in England is seeking a Senior Data Scientist to enhance marketing effectiveness through advanced modelling techniques. The ideal candidate will have strong experience with marketing mix models, Python, and PyMC, collaborating closely with the Data Science team. This position offers a hybrid work structure with competitive daily rates.

Qualifications

• Strong experience developing and implementing marketing mix models.
• Expert in Python and experience with R programming.
• Strong experience with PyMC is essential.

Responsibilities

• Oversee data collection, extraction, manipulation, analysis and validation.
• Collaborate with the Data Science team to build base models.
• Ensure robustness and validity of models for marketing effectiveness analysis.

Skills

Marketing mix models

Python

R programming

PyMC

Statistical modelling

Machine learning techniques

Probabilistic programming

Bayesian methods

Cloud-based data science frameworks

Job description

Overview

Leading pharmaceutical client now requires a Senior Data Scientist to drive marketing effectiveness via marketing mix modelling and other models. This role will oversee data collection, extraction, manipulation, analysis and validation ensuring data is ready for modelling. You will work closely with the Data Science team to build base models according to project specifications and ensure the robustness and validity of those models.

Responsibilities

• Oversee data collection, extraction, manipulation, analysis and validation to ensure data is ready for modelling.
• Collaborate with the Data Science team to build base models according to project specifications.
• Ensure robustness and validity of models used for marketing effectiveness analysis.

Requirements

• Strong experience developing and implementing marketing mix models.
• Expert in Python and experience with R programming and ideally MMM models.
• Strong experience with PyMC is essential.
• Experience with regression-based models in an MMM context.
• Strong understanding of statistical modelling and machine learning techniques.
• Experience with probabilistic programming and Bayesian methods.
• Good working knowledge of cloud-based data science frameworks.

Contract and Structure

This is a 6 month contract position with a daily rate of £688 (Inside IR35).

In terms of working structure, this role is hybrid with one day per week in their London office and the rest remote.

Seniority and Employment Type

• Seniority level: Director
• Employment type: Full-time

Industries

• Marketing Services
• Pharmaceutical Manufacturing