Data, Research & Analytics

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55

Lead Data Scientist

Level

Description

3

Modelling Skills

Expert in relevant Data Science frameworks (e.g. ScikitLearn, Tensorflow, Keras, Caffe, etc.). Able to independently apply Machine Learning methods to build advanced models (e.g. deep learning) and roll into production. Able to build or test new modelling methods with senior guidance. Independently create typical data steps to prepare and process data for analysis. Understand and utilize novel data steps to prepare and process data for analysis. Work across coding languages used in Data Science (e.g. Python, SQL, Java, C++, and/or Scala). Choosing the right coding language to implement the solution to answer the business questions.

3

Data Skills

3

Coding Skills

3

Develop project milestones and steps and independently execute for the entire small scale projects. Independently execute project steps for more complicated project management tasks.

Project Management

Technical Skills

Expertise in the basic methods common to the discipline, industry and domain. Develops a basic understanding of adjacent approaches common to the disciplines, industries and domain.

3

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