Senior Data Scientist - Media Optimisation London, England
Posted 6 days 6 hours ago by Group M Worldwide Inc.
Permanent
Not Specified
Academic Jobs
London, United Kingdom
Job Description
About WPP Media WPP is the creative transformation company. We use the power of creativity to build better futures for our people, planet, clients and communities. For more information, visit WPP Media is WPP's global media collective. In a world where media is everywhere and in everything, we bring the best platform, people, and partners together to create limitless opportunities for growth. For more information, visit About Choreograph: A Leading WPP Media Brand 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. Role Summary and Impact TheMediaOptimisationproductis anAI-powered optimization platform that enables media traders to deploy complex buying strategies and deliver better outcomes for our clients, at scale. This is no start-up. We're already trusted by our clients to manage hundreds of millions of media spend. At the heart of the product is our proprietary algorithms,developed in-house and refined by the team over time.These algorithms enable the platform to makebudget and targeting adjustments thatimprovecampaign performance,everyday,foreveryoneofour clients across the globe. Our ambitionas a Data Science teamis to further extendsuchcompetitive advantagebyinnovating ouralgorithmsand expandinginto more digital advertising platforms. We are on the lookout for aSeniorData Scientisttojoin our team tofurther improve our proprietary algorithms, as well as to innovatethe product with latest advances in ML / AI. The role will report to VP DataScience andbe part ofasmall (but growing!) team of Data Scientists. The ideal candidate willhave a backgroundin optimisation (algorithms, or related ML disciplines),strong statistical knowledge andhands-on cloud technology experience. As our algorithms are all proprietaryand built on in-house team, the candidateneeds to betruly, technically competent, to be able to quickly learn a complex system, customise source code, add in new features and code from scratch. Whilst model deployment/ software developmentexperience isvery,highly desirable,we do have a team of engineers to support so exposurein thisspacewill be sufficient. Culture-wise,we're looking for a great team playerwho ispassionate about applying Data Science techniques to solve complex problems and drive innovation. In return, you will get the opportunity tosolvecutting-edgeproblems,anddrive measurable performance improvement for our clients.Not tomention, working witha team ofsupportive,seasoneddeverlopers, productmanagersand datascientistswho have successfully builtand deployedscalable, global products. Skills and Experience At WPP Media, we believe in the power of our culture and our people. It's what elevates us to deliver exceptional experiences for both our clients and each other. In this role it will be critical to embrace WPP & WPP Media's shared core values:
Essential qualifications:
- Be Extraordinary by Leading Collectively to Inspire transformational Creativity.
- Create an Open environment by Balancing People and Client Experiences by Cultivating Trust .
- Lead Optimistically by Championing Growth and Development to Mobilize the Enterprise .
- Further improveexisting algorithms and develop net new DS features
- Design andcontribute tothe end-to-end machine learning pipeline from data collection, reprocessing to model training,simulation,evaluation, deploymentand experimentation / testing
- Implement and interpret explainability frameworks to provide clear insights into model decisions, ensuring transparency and compliance withWPPstandards
- Collaborate with stakeholders to identify business needs and translate these requirements into technical solutions that are scalable and impactful
- Conduct rigorous model testing and validation to ensure robustness and accuracy
- Prepare detailed documentation and reports that communicate complex model behaviours, predictions, and insights in a manner accessible to both technical and non-technical audiences
- Stay abreast ofacademic researchandindustry advancements inoptimisation, plusAI/ML in general.
- Knowledge-share and support the wider team and Data Science community todriveinnovationsbased onyour work
Essential qualifications:
- Bachelor's ormaster's degree inDataScience, Computer Science, Engineering, Statistics, or a related quantitative field
- Hands-on experience inoptimisation algorithms(or a relateddisplicine).Pleasenote:
- Proficiency in Python(and key ML frameworks)andSQL
- Experience of usingcloud technologies.
- Experienceof/exposuretomodel deploymentand/orsoftware development
- Strong, demonstratablestatisticalandmachine learningknowledge
- Effective communication skills toworkwith different stakeholders / team members with varying degrees of knowledge in Data Science
- A collaborative team player
- Hands-on experience in Airflow
- Commercial experience in softwaredevelopment
- CommercialML Opsexperience