Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Sheffield with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South Yorkshire > Sheffield
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 64 82 102
Rank change year-on-year +18 +20 +6
Permanent jobs citing Data Modelling 13 6 3
As % of all permanent IT jobs advertised in Sheffield 1.61% 0.59% 0.23%
As % of the Processes & Methodologies category 1.84% 0.70% 0.26%
Number of salaries quoted 14 5 3
Sheffield median annual salary £60,000 £45,000 £50,000
Median salary % change year-on-year +33.33% -10.00% +5.26%
10th Percentile £47,500 £33,050 £47,500
90th Percentile £97,750 £53,750 £55,500
South Yorkshire median annual salary £55,000 £45,000 £43,000
% change year-on-year +22.22% +4.65% -9.47%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Sheffield with a requirement for process or methodology skills.

All Process and Methodology Skills
Sheffield
Permanent vacancies with a requirement for process or methodology skills 708 853 1134
As % of all permanent IT jobs advertised in Sheffield 87.62% 83.87% 87.50%
Number of salaries quoted 606 701 1006
Sheffield median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +6.12%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £60,000 £62,500 £57,500
South Yorkshire median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +5.48%

Data Modelling
Job Vacancy Trend in Sheffield

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Sheffield.

Job vacancy trend for Data Modelling in Sheffield

Data Modelling
Salary Trend in Sheffield

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Sheffield.

Salary trend for Data Modelling in Sheffield

Data Modelling
Salary Histogram in Sheffield

The salary distribution of IT jobs citing Data Modelling in Sheffield over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Sheffield

For the 6 months to 19 November 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Sheffield region with a requirement for Data Modelling.

1 8 (61.54%) SQL
1 8 (61.54%) Agile Software Development
2 6 (46.15%) Data Integration
2 6 (46.15%) RESTful
2 6 (46.15%) Data Governance
2 6 (46.15%) Oracle
2 6 (46.15%) Java
2 6 (46.15%) Web Services
3 5 (38.46%) Python
3 5 (38.46%) Finance
3 5 (38.46%) HTML
3 5 (38.46%) Scrum
3 5 (38.46%) ERP
3 5 (38.46%) Business Intelligence
3 5 (38.46%) JavaScript
3 5 (38.46%) CSS
3 5 (38.46%) Analytical Skills
3 5 (38.46%) Scala
3 5 (38.46%) Degree
3 5 (38.46%) Computer Science
3 5 (38.46%) Software Engineering
3 5 (38.46%) Ruby
3 5 (38.46%) Go
3 5 (38.46%) Test Automation
3 5 (38.46%) Computer Science Degree
4 4 (30.77%) SQL Server Integration Services
4 4 (30.77%) Banking
4 4 (30.77%) SQL Server Reporting Services
4 4 (30.77%) OLAP
4 4 (30.77%) PL/SQL

Data Modelling
Co-occurring IT Skills in Sheffield by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (7.69%) Apache ServiceMix
Database & Business Intelligence
1 4 (30.77%) Data Warehouse
1 4 (30.77%) OLAP
1 4 (30.77%) Oracle Reports
1 4 (30.77%) SQL Server Integration Services
1 4 (30.77%) SQL Server Reporting Services
2 1 (7.69%) SQL Server
Development Applications
1 4 (30.77%) Oracle Forms
2 1 (7.69%) Cucumber
2 1 (7.69%) Jenkins
2 1 (7.69%) JUnit
2 1 (7.69%) Maven
General
1 5 (38.46%) Finance
2 4 (30.77%) Banking
3 1 (7.69%) Back Office
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) Data Integration Manager
2 4 (30.77%) Data Manager
2 4 (30.77%) Integration Manager
2 4 (30.77%) Software Developer
3 3 (23.08%) Oracle Developer
4 2 (15.38%) Architect
4 2 (15.38%) Data Architect
5 1 (7.69%) Designer
5 1 (7.69%) Java Developer
5 1 (7.69%) Lead Architect
5 1 (7.69%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 6 (46.15%) RESTful
1 6 (46.15%) Web Services
2 5 (38.46%) CSS
2 5 (38.46%) HTML
3 1 (7.69%) Apache Camel
3 1 (7.69%) JSON
3 1 (7.69%) REST
3 1 (7.69%) SOAP
3 1 (7.69%) Spring
Miscellaneous
1 5 (38.46%) Analytical Skills
1 5 (38.46%) Computer Science
2 1 (7.69%) Mobile App
2 1 (7.69%) Virtual Team
Processes & Methodologies
1 8 (61.54%) Agile Software Development
2 6 (46.15%) Data Governance
2 6 (46.15%) Data Integration
3 5 (38.46%) Business Intelligence
3 5 (38.46%) ERP
3 5 (38.46%) Scrum
3 5 (38.46%) Software Engineering
3 5 (38.46%) Test Automation
4 4 (30.77%) CRM
4 4 (30.77%) Project Management
4 4 (30.77%) Service Delivery
5 3 (23.08%) Stakeholder Management
6 2 (15.38%) Data Architecture
6 2 (15.38%) Data Migration
6 2 (15.38%) Information Architecture
6 2 (15.38%) Logical Data Model
6 2 (15.38%) Migration
6 2 (15.38%) Physical Data Model
6 2 (15.38%) RUP
6 2 (15.38%) Unified Process
Programming Languages
1 8 (61.54%) SQL
2 6 (46.15%) Java
3 5 (38.46%) Go
3 5 (38.46%) JavaScript
3 5 (38.46%) Python
3 5 (38.46%) Ruby
3 5 (38.46%) Scala
4 4 (30.77%) PL/SQL
Qualifications
1 5 (38.46%) Computer Science Degree
1 5 (38.46%) Degree
2 3 (23.08%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
2 1 (7.69%) QA
Vendors
1 6 (46.15%) Oracle
2 1 (7.69%) Intel
2 1 (7.69%) Red Hat