Data, Research & Analytics

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49

Principal Data Scientist

Level

Description

5

Modelling Skills

Expert in relevant Data Science frameworks (e.g. ScikitLearn, Tensorflow, Keras, Caffe, etc.). Build best- practices around the usage of Data Science frameworks. Mentor others in building models and using Data Science frameworks.

5

Data Skills

Own best practices in the development and use of data processes.

5

Own best practices in the coding languages used in Data Science (e.g. Python, SQL, Java, C++, and/or Scala). Explore new best practices in non-standard coding languages used in Data Science (e.g. Julia, Haskell). Develop project milestones and steps and independently execute for the entire small scale projects. Independently execute project steps for more complicated project management tasks.

Coding Skills

3

Project Management

Technical Skills

3

Industry/Domain Skills

Understand and execute basic methods of the discipline, industry and domain.

x x x x x x

Collaboration and Teamwork Drives for Results Innovates Practices Self-Development Solves Problems and Analyses Issue Takes Initiative

ZF Behaviour Skills

x

Technical/Professional Expertise