Handle JSON strings and convert them to dictionaries for flexible data manipulation. Create Pydantic classes to represent your JSON schema for data validation and settings management.

The creator used ChatGPT to parse these unstructured job descriptions and convert them into a clean, searchable JSON format, a process that proved highly effective.