The goal of this taxonomy project is to provide access to a structured, centralized knowledge base of observed Israel-based Data Operations occupations to a growing professional community.
Detailed goals
- Help community members:
- optimize their next opportunity search.
- learn and share about work opportunities.
- standardize job title definitions in this domain.
- Facilitate analytics and understanding of career paths, required skill sets and salary ranges in this domain.
Top Use Cases
- Data Operations IL Salary Survey
- Job listings aggregation
- Title-based search expansion for jobseekers and hiring
- Building block for ontology-based job market analyses (e.g. top frequent required skills)
Requirements
- Include all observed title variations (aka aliases) in order to optimize keyword-based work search.
- Focus on observed occupations on the Israeli job market only.
- Design and label titles with useful classification schemas and semantic clusters, in order to enable meaningful data slicing for analytical and job search purposes.
Research
Resources
- Available:
- Danielle’s job titles list collected from community members and observed job ads
- Internet research on Data Operations departments and job ads (in Israel and overseas)
- https://www.ibm.com/topics/dataops
- Potential:
- Community survey
- Expert survey (HRs from companies that have a DataOps department)
- Job ads analysis
Possible classification schemes