Data Scientist
Cyberpro Consulting
Johannesburg, South Africa
4d ago
source : Job Placements

Were looking for a Data Scientist / Dev (with Python) who is able to pick up skills in the service of getting ML models into production.

  • We use git for source control, Jenkins for CI / CD
  • Data scientists will use Jupyter notebooks to test out models
  • Well discover any gaps to production environment and learn to manage them over time
  • Well train a model automatically, validate it
  • If its suitable wed most likely package it into a container and deploy to Openshift (Kubernetes)
  • There will be feature engineering, so SQL, breaking out tasks into pipelines, moving datasets to CSV
  • There will be a lot of tracking, for experimentation, models, accuracy
  • Well very likely use MLFlow
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