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Open nowFirst seen 43 hours ago

Data Engineer

Pyramid Global Technologies651 open roles

Where
NSW, NSW, Australia
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Your applicationOpen nowData EngineerPyramid Global Technologies · NSW, NSW, Australia
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Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: first seen 43 hours ago

The posting

  • Technical expertise with data models, data mining, and segmentation techniques. Previous experience as a data engineer or in a similar role.
  • Experience with deploying machine learning models to production environment. Experience with object-oriented/object function scripting using Python
  • Experience with relational SQL and NoSQL databases
  • Ability to interact and communicate with the data scientists to understand their data needs.
  • Experience with MLOps Architectures and Tools
  • PySpark, Scala, Hadoop, Kafka, SAS (Ideal to have)
  • Degree in Computer Science, IT, or similar field
  • Receiving handover of the existing Feature Repository from Region and establishing a framework and environment where it can be run locally onshore.
  • Validating, Deploying and maintaining existing feature repository so it can be leveraged by machine learning models.
  • Working with the data scientists in the team to understand what features they would like to include in their ML models.
  • Data mining and discovery to create the new features which can be leveraged by the data scientists in their ML models.
  • Deployment of any new models built by the data scientists into the production environment.
  • Maintaining the data quality, reliability and accuracy of any features deployed into production on an ongoing basis.
  • Help setup data tools and data pipelines for analytics and data scientist team members that assist them in model development
  • Work with reporting team to understand the requirement from reporting perspective and accordingly maintain and enhance data layer
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