data_scientist_salary

salary: Predict the salary range listed in data scientist job postings (in India) given the job description as well as other features like skill requirements and location. Intuitively, the best models will learn to identify valuable requirements from the text and high salary locations (via categorical modeling) as well as predictive interaction-effects. Representing a task with many text fields, this dataset originally stems from a 2018 MachineHack prediction competition: https://machinehack.com/hackathons/predict_the_data_scientists_salary_in_india_hackathon/overview Dataset found from the paper: Benchmarking multimodal automl for tabular data with text fields. arXiv preprint arXiv:2111.02705.