Data Science Lead - CivEng Machine Learning

S-SA Digital
85000.00 - 100000.00 GBP Annual
10 Oct 2021
17 Oct 2021
Employer Sector
Contract Type
Full Time

Data Science Lead - CivEng | Machine Learning

Remote / Home based

GBP85,000 - GBP100,000

This is a really exciting, newly-created role for a Data Science Lead; on behalf a Global Civil Engineering business who are a leading manufacturer within the heavy construction industry. As part of their R&D team, they are looking for a highly experienced Scientist with a CivEng background to build out, and lead their Machine Learning capability, including building a small team.

They are currently undergoing a technology transformation, developing and delivering their intelligent infrastructure capability through IoT, as part of a Global mission to improve safety and save lives.

Initial tasks will include:

  • Defining AI Architecture
  • Delivering a number of POC's including: Anomaly detection & fault identification products.
  • Build a small Data Science / ML team team.

This is the ideal opportunity for a Data Scientist with extensive ML experience and a proven commercial background leading the delivery of projects to successful conclusion.

We are keen to speak to candidates with expertise in some of the following areas:

AI / Scientific Machine Learning

  • Scientific ML projects with AEC (Architecture, Engineering & Construction) applications
  • proven code production and pipelining of SciML in AEC (Keras / Tensorflow / pytorch, scikit learn, AutoML)
  • explainable AI / robust AI (Computer Vision)
  • Strong knowledge of Digital Twin technology
  • Experience with computer vision, including feeding it to ML
  • Bayesian ML / Uncertainty Quantification
  • Time Series ML
  • latent structure identification / GAN
  • streamline delivery of ML software and models
  • expediting continuous production of ML models at scale

Civil Engineering

  • (civil / mechanical) engineering
  • Experience in design standards / codes ; pipeline of structural design
  • Monitoring and inspection + related standards / codes