Data, Research & Analytics

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61

Director/Head of 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). Capable of developing a project plan and managing one or more junior employees in the execution of that project plan.

Coding Skills

5

Project Management

Technical Skills

Use domain expertise to influence solutions that address market trends future dynamics of the discipline, industry and domains. Can generalise dynamics and transfer to other disciplines, industries and domains.

5

Industry/Domain Skills

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