Prospective applications - Data science, ForwardPMX

ForwardPMX ,
London, Greater London
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Job Description

At ForwardPMX, we help brands find the change to fuel business growth. We are an award-winning global brand performance agency, home to 1,000 talented people across 25 offices globally. We create unique data, technology and media solutions that enable faster and smarter problem solving and an inspired, collaborative workplace culture. This position is within the Data Science team to work on our Predictive Customer Lifetime or Audience Segmentation offerings you will be working with a small team of Data Scientists using a mix of Python, Spark, SQL, and Ruby to bring models through a full deployment lifecycle. You will be responsible for; * Developing and maintaining Pipelines in Apache Spark using PySpark, including ETL processes and model tuning strategies * Creating tools to evaluate model performance using Tableau or AWS QuickSight * Developing our product offering with an understanding of how Data Science benefits modern marketing companies * Explaining model concepts and performance in a clear and comprehensive way to our sales teams and, on occasion, our clients * Working with our Marketing Teams to constantly improve how our offerings can integrate with marketing tools (Google Ads/Display Ad Ops/etc) Requirements Essential * Bachelors degree in mathematics, statistics, computer science or related technical discipline or equivalent experience. * Working knowledge of SQL Preferably Presto/Spark * Significant experience with Python or a similar language Julia/R, etc * Business experience or considerable personal experience with a mix of Regression, Classification, and Clustering Models * Experience with Forecasting with a mix of traditional/ML approaches * Experience with a VCS such as Git/SVN through GitHub/GitLab/BitBucket etc. Ideal * Experience with model streaming using Kafka & Spark * Experience with tuning Apache Spark with Livy * Experience with AWS or GCP in a business environment * Previous work with User Clustering, especially in a AdOps/Marketing role * Projects completed with a test-driven development methodology * Experience with Marketing Tech especially Google AdWords/Analytics 360 Benefits If you have what it takes, you could soon be part of a fun and friendly environment where, if you work hard, your career can progress very quickly. In return for your enthusiasm and expertise, well reward you with a competitive salary and an enviable range of benefits that include free breakfast and lunch, 24 days holiday a year (with the option to buy more days), pension, life assurance, childcare vouchers, numerous gym offers and a bike to work scheme or cash alternative. We also have a free bar where we celebrate successes or sometimes just unwind after a busy week. Our ForwardPMX Thinking... Forward3D is an advocate for equal opportunity in the workplace. We are committed to ensuring equal opportunities regardless of race, colour, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability and gender identity. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you have a disability or special need that requires accommodation, please let us know

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