Data Modeling
Which roles require it and how much it matters — mapped across real job-role profiles.
Short answer: Data Modeling is asked for by 4 of the 103 job-role profiles Skilture maps — most heavily by Data Engineer, Salesforce Developer and Database Administrator.
Source: Skilture's 103 job-role profiles · Updated
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- Roles that list it
- 4 of 103
- Core requirement
- Supportingcomplementary skill
- Skill type
- Technicalhard, teachable
Who hires for Data Modeling?
The roles in Skilture's catalogue that list Data Modeling, and how heavily each one weights it.
Data Engineer
Required as a hard skill.
Database Administrator
Required as a hard skill.
Salesforce Developer
Required as a hard skill.
Solutions Architect
Required as a hard skill.
Targeting one of these roles? Grab the ATS resume keywords:
How interviewers test Data Modeling
Real questions from Skilture's interview banks, with what the interviewer is listening for.
Data Engineer · advanced
How do you decide on a data model — star schema versus a wide denormalised table?
Listen for: Strong candidates weigh query patterns, maintainability, and storage, and know when denormalisation helps performance. Applying one pattern dogmatically regardless of use case is a red flag.
Salesforce Developer · intermediate
How do you design a data model on the platform for a new business process?
Listen for: Look for appropriate objects and relationships (lookup vs master-detail), sharing implications, and scalability. Overloading standard objects or ignoring sharing is a red flag.
What roles that use Data Modeling pay in the US
Annual wages in US dollars for the roles above: median, and the 10th–90th percentile range.
| Role | Median | Range |
|---|---|---|
| Data Engineer | $139,500 | $86,240 – $204,000 |
| Salesforce Developer | $135,980 | $82,460 – $214,670 |
| Solutions Architect | $116,580 | $55,940 – $188,470 |
| Database Administrator | $104,620 | $60,230 – $163,320 |
United States, USD. Source: O*NET OnLine (BLS Occupational Employment and Wage Statistics), 2025; each median links to its occupation. India (INR): no sourced figure for these roles yet, so none is shown.
Skills that pair with Data Modeling
Employers hiring for Data Modeling most often ask for these alongside it.
Put Data Modeling to work
Does your resume show Data Modeling?
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Data Modeling: common questions
- Is Data Modeling worth learning in 2026?
- Data Modeling is listed in 4 of the 103 job-role profiles Skilture maps. Explore the roles above to see where it matters most, then run a free skill gap analysis to see if you already have it.
- Which jobs require Data Modeling?
- Roles that ask for Data Modeling include Data Engineer, Database Administrator, Salesforce Developer, Solutions Architect. You can check how your own skills match any of these roles with Skilture's free skill gap analysis — no signup required.
- How do interviewers test Data Modeling?
- A typical question, from Data Engineer interviews: "How do you decide on a data model — star schema versus a wide denormalised table?" What the interviewer listens for: Strong candidates weigh query patterns, maintainability, and storage, and know when denormalisation helps performance. Applying one pattern dogmatically regardless of use case is a red flag.