MMM Data Scientist, Bayesian, Python, Pymc

Escritor y articulista; Weybridge; Hybrid; GBP 100,000 - 125,000; Full time

Job summary

A leading pharmaceutical company in Weybridge is seeking a Senior Data Scientist for a 6-month contract. The role involves developing marketing mix models and requires expertise in Python, R, and probabilistic programming. This position offers a daily rate of £688, with one day per week in the London office and the rest remote.

Qualifications

• Strong experience developing and implementing marketing mix models.
• Expert in Python with experience in R programming.
• Strong experience with Pymc and Regression-based models.

Responsibilities

• Oversee data collection, extraction, manipulation, and validation.
• Build base models according to project specifications.
• Ensure robustness and validity of models.

Skills

Marketing mix models

Python

R programming

Pymc

Regression-based models

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

• Strong experienced developing and implementing marketing mix models.
• Expert in Python and previous experience with R programming and ideally with MMM models.
• Strong experience with Pymc is essential.
• Experience with Regression-based models in an MMM context.
• Strong understanding of statistical modelling/Machine Learning techniques.
• Experience with probabilistic programming and Bayesian methods.
• Good working knowledge of cloud-based data science frameworks.

Contract details

This is a 6 month contract position which provides 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.