Generative AI modeling experienced a 70% year-over-year increase in demand in the fourth quarter of 2023, according to Upwork's list of the most in-demand skills for freelance professionals in 2024. This skill is among the fastest-growing in the data science and analytics category, indicating a significant rise in businesses seeking professionals with expertise in generative AI modeling.
Upwork estimates year-over-year growth in freelancer earnings by comparing the earnings of freelancers in a given period to the earnings of freelancers in the same period of the previous year. This comparison is made based on the data sourced from the Upwork database, which includes U.S. freelancer earnings. Each skill must have had a minimum of 250 projects with active work during the period to be considered.
The top three in-demand data science skills for 2024 are data analytics, machine learning, and data visualization. These skills are essential for professionals looking to excel in the field of data science and analytics, as they enable the extraction of insights from complex data sets, the development of predictive models, and the effective communication of findings to stakeholders.