Job Specification:
- Gather data from various sources, including primary and secondary sources
- Identify patterns, trends, and anomalies in data
- Build machine learning or statistical models to make predictions or classifications
- Assess the performance of models using metrics like accuracy, precision, recall, and F1-score
- Clean and organize data into a format that can be analyzed
- Create tables, graphs, and other visualizations to help understand data
- Create systems and algorithms to automate processes
Job Qualification:
- Experience applying data mining and information retrieval techniques to extract significant insights
from arbitrary data sets
- Experience performing data analysis using programming languages; e.g., R, Python, Javascript
- Ability to effectively communicate findings about data in technical or non-technical ways
- Ability to coordinate with team members across engineering, product development, content
development, and business development
- Ability to navigate complex data and engineering problems, evaluate different algorithmic
approaches, and analyze data to solve problems