Overview

Position Title:Senior Machine Learning Engineer

Company:ITV

Location:Bristol, UK

Job Description:

The Group Technology Services teams are charged with ensuring a quality operational service across all the tools and systems, and with delivering ongoing improvements and upgrades in line with business priorities. Group Technology is central to our overall technology strategy and ensures we have the tools and tech to be Britain’s largest and most loved broadcaster.

Responsibilities:

  • Designing and building a self served framework to productionise machine learning models in a standardised and automated way
  • Using automation tools to orchestrate pipelines, testing and deploying software and automate decisioning
  • Collaborating with Data Engineers, Platform Engineers and Data Architects to develop a best in class platform following best practices. Ensuring reliability, stability and availability
  • Maintaining and expanding functionalities of the existing solution to improve performance metrics and increase business impact
  • Communicating complex concepts in a clear and understandable way to both experts and non-experts
  • Training/mentoring Data Scientists and/or specialists on how to deploy their models
  • Creating prototypes for use cases, and scaling to create agnostic frameworks
  • Working as part of a team of ML Engineers to develop the ML pipelines

Requirements:

  • Experience of designing and developing highly efficient systems to productionise machine learning models
  • Experience with cloud platform e.g. AWS
  • Experience of deploying code, using Jenkins and Github
  • Experience with deploying ML models as API using Flask and Python
  • Experience with Spark (Scala or Python) for ETLs and model development
  • Understanding and overcoming the challenges that come with deploying ML models and running production workload using deep learning frameworks

About ITV

It’s an exciting time to join ITV. With the largest commercial family of channels in the UK and with our global footprint growing, we’re about to take not only our business, but also broadcasting, as we know it, to a whole new level.