Yes, constantly scraping job posting data from Indeed and retraining the model with new job information can be costly, especially if you have a large dataset. Here are some ways to minimize the costs associated with updating your model:
Keep in mind that there's no one-size-fits-all solution to minimizing the costs associated with updating a machine learning model. The best approach depends on your specific use case, available resources, and desired level of model accuracy. Experiment with different strategies and evaluate their effectiveness before committing to a particular approach.
Created: 2023-08-05