US Data Science Skill Report 11/22-11/29

I have made a few small changes to a report I developed from my tech job pipeline. I also added some new queries for jobs such as MLOps engineer and AI engineer.

Background: I built a transformer based pipeline that predicts several attributes from job postings. The scope spans automated data collection, cleaning, database, annotation, training/evaluation to visualization, scheduling, and monitoring.

This report is barely scratching the insights surface from the 230k+ dataset I have gathered over just a few …

ai engineer automated collection data database data collection data science datascience engineer job jobs mlops pipeline report science small tech transformer