Senior Data Scientist

Senior Data Scientist | US Remote We’re in the early stages of working with a few big names in telco and media & entertainment. They have a mountain of customer and viewing data, some brand-new projects, and nobody yet to turn it into something useful. That’s where you come in. They want a Senior Data Scientist to join their team and shape how data actually drives decisions. That means building models that make it into production, not decks that make it into a drawer. You’ll own the work from the first messy dataset to the thing running live. What you’ll be doing: Building and deploying models that solve real commercial problems, such as churn, recommendations, content performance, audience forecasting and personalisation. Leading projects end to end: framing the problem, building, testing, shipping and everything in between. Working with data engineering to make sure the model you built is the model that runs. Explaining your findings to people who don’t speak data. The tech: Python and SQL. Spark and Databricks. AWS, including S3 and SageMaker. MLflow for experiment tracking and model management. scikit-learn, XGBoost, and PyTorch or TensorFlow. Airflow for orchestration. Snowflake or Redshift for warehousing and analytics. Experience with subscriber, audience, viewership and content metadata, and with ad tech data. What you bring: Telco or media & entertainment experience is essential, whether that’s streaming, broadcast, mobile, broadband or somewhere in between. Real knowledge of how subscriber and audience data behaves in the wild. A track record of taking models from idea to production, not just prototyping them. Strong opinions, held loosely. The small print: Salary Range: $85-$115 depending on experience/fit. USC or GC holders only. 5V Media is acting as an Employment Agency for the purposes of this position. We offer a reward scheme if you can recommend someone for this role - $250 for you and $250 to a charity of your choice. 5V Media are recognised talent solutions experts within OTT, Media, and CTV, working across Europe, the UK, and North America. … mais Requisitos adicionados pelo anunciante da vaga • Mais de 5 anos de experiência profissional com Machine Learning • Mais de 6 anos de experiência profissional com Python (Programming Language)