Careers and Roles Flashcards
Data Analyst
Data Collection
Cleaning, preparation, and processing
Analysis
Reporting and Visualization
Predictive analysis
Data-driven decision making
Continuous improvement
BI Analyst
Reporting
Forecasting
Dashboard creation
Analysis
Collection
Governance
Decision Scientist
Statistical analysis
Modeling and simulation
Optimization
Risk analysis
Decision support
Communication
Strategic planning
Innovation
Continuous improvement
Machine Learning Engineers
Data preprocessing
Model selection
Model training
Model evaluation
Model deployment
Software engineering
Algorithm development
Performance optimization
Cloud computing
Collaboration
Data Scientist
Data analysis
Visualization
Cleaning
A/B testing
Machine learning
Data storytelling
Collaboration’
Experimentation
Continuous improvement
Project Manager
Determines if the project was completed on time, within budget, and how well the goals were met
Data Engineer/Database Administrator (DBA)
Typically need to share their code from the analytics project and create technical document on how to implement it
Project Sponsor
Typically asks questions related to the business impact of the project, the risks and return on investment (ROI), and the way the project can be evangelized within the organization
Business User
Typically tries to determine the benefits and implications of the findings to the business