Data Scientist

Description

Position at Choreograph

WHO WE ARE

Choreograph is WPP’s global data products and technology company. We’re on a mission to transform marketing by building the fastest, most connected data platform that bridges marketing strategy to scaled activation.

We work with agencies and clients to transform the value of data by bringing together technology, data and analytics capabilities. We deliver this through the Open Media Studio, an AI-enabled media and data platform for the next era of advertising.

We’re endlessly curious. Our team of thinkers, builders, creators and problem solvers are over 1,000 strong, across 20 markets around the world.

COPILOT OVERVIEW

Copilot is aChoregraph-built, AI-powered optimization platform that enables media traders to deploy complex buying strategies and deliver better outcomes for our clients.

Our mission is to be the engine behind better advertising for everyone. We build flexible AI solutions to couple human strategy with machine intelligence. On the Copilot team we strive for daily improvement, have strong opinions loosely held, and value originality in mistakes. We take risks and work on cutting edge solutions but are always focused on people first. The Copilot team is dedicated to building responsible technology that disrupts the media industry for the better- and we like to have some fun in the process.

POSITION OVERVIEW

As a Data Scientist, you will develop inference-driven features for Copilot.You will join product managers, engineers, and other data scientists to help identify opportunities for solving problems through the application of statistical methods and machine learning.

Copilot’s Data Science team develops innovativesolutions for real-world problems by building upon the latest academic and industryresearch in ML and AI. As a Data Scientist, you will work onprojects that require applied research, developing prototypes, and running experiments to validate novel solutions to difficult problems.

Our problem space includes media buying optimization in auction and portfolio management scenarios, causal inference and incrementality measurement, predicting sparse events subject to latent confounders, and more. You will contribute to algorithms that improve the advertising outcomes for our clients, to implementing GenAI that improves the usability of a complex product, and to visualizations that aid in interpretability and understanding of models and complex systems.

We have a successful track record publishingpapers on solutions developed by the team.

RESPONSIBILITIES

Develop new, inference-based features and components,from research and prototyping to writing production-ready code Help identify opportunities to solve problems through the application of statistical methods and machine learning Advance our understanding of challenging topics through experiments, prototypes, data visualization, and other techniques for communicating with experts and non-technical audiences alike Support proof-of-concept applications of new models and systems onkey clientsto drive immediate value to customers and our business. Exemplify enthusiasm, curiosity, and collaboration that is crucial to innovate at scale

REQUIREMENTS

Experiencein implementing machine learning models to solve practical problems based on real-world data Strong analytical skills, including large-scale data manipulation and visualization. Theoretical knowledge of machine learning: supervised learning, unsupervised learning, clustering. Experience with model development in Deep Learning and Reinforcement Learning a plus. Practical experience with embedding models a plus. Strong programming skills in Python. Experience working with ML packages (scikit-learn, TensorFlow, etc.) Experience developing on cloud infrastructure (AWS, Google Cloud, ...) Strong communication skills, maintaining precision and rigor while making complex concepts accessible to non-experts.

ABOUT CHOREOGRAPH:

Choreograph is the beating heart of data inside WPP’s media investment group, GroupM, the world’s leading media investment company responsible for more than $60 billion in annual media investment.. Discover more about Choreograph at

GroupM and all its affiliates embrace and celebrate diversity, inclusivity, and equal opportunity.We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. We are a worldwide media agency network that represents global clients. The more inclusive we are, the more great work we can create together.

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