Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > South Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 60 101 106
Rank change year-on-year +41 +5 +21
Permanent jobs citing Data Modelling 33 6 13
As % of all permanent IT jobs advertised in South Yorkshire 2.98% 0.43% 0.80%
As % of the Processes & Methodologies category 3.46% 0.51% 0.91%
Number of salaries quoted 25 5 7
South Yorkshire median annual salary £55,000 £45,000 £43,000
Median salary % change year-on-year +22.22% +4.65% -9.47%
10th Percentile £33,200 £33,050 £38,250
90th Percentile £75,000 £53,750 £54,000
Yorkshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +11.11%

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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Permanent vacancies with a requirement for process or methodology skills 955 1179 1423
As % of all permanent IT jobs advertised in South Yorkshire 86.11% 85.06% 87.14%
Number of salaries quoted 800 968 1254
South Yorkshire median annual salary £40,000 £40,000 £38,250
Median salary % change year-on-year - +4.58% +4.79%
10th Percentile £25,750 £26,250 £24,250
90th Percentile £60,000 £61,250 £58,750
Yorkshire median annual salary £42,500 £41,750 £40,000
% change year-on-year +1.80% +4.38% +1.27%

Data Modelling
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Modelling in South Yorkshire

Data Modelling
Salary Trend in South Yorkshire

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

Salary trend for Data Modelling in South Yorkshire

Data Modelling
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Data Modelling in South Yorkshire over the 6 months to 17 November 2017.

Salary histogram for Data Modelling in South Yorkshire

Data Modelling
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Doncaster - 15 £50,000 -
Sheffield +17 13 £60,000 +33.33% 1
Data Modelling
Yorkshire

For the 6 months to 17 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 South Yorkshire region with a requirement for Data Modelling.

1 19 (57.58%) Finance
2 18 (54.55%) Agile Software Development
2 18 (54.55%) Business Intelligence
3 17 (51.52%) SQL
4 14 (42.42%) Oracle
5 13 (39.39%) Java
5 13 (39.39%) Data Warehouse
5 13 (39.39%) Degree
6 12 (36.36%) Data Migration
6 12 (36.36%) Analytical Skills
6 12 (36.36%) Migration
6 12 (36.36%) Web Services
7 11 (33.33%) Computer Science
8 10 (30.30%) Enterprise Architecture
8 10 (30.30%) Data Governance
9 9 (27.27%) Kimball Methodology
10 8 (24.24%) Analytics
10 8 (24.24%) Relational Database
11 7 (21.21%) SPSS
11 7 (21.21%) MATLAB
11 7 (21.21%) SOA
11 7 (21.21%) CRM
11 7 (21.21%) Oracle Discoverer
11 7 (21.21%) Star Schema
11 7 (21.21%) SAS
11 7 (21.21%) Toad
11 7 (21.21%) BusinessObjects
11 7 (21.21%) Alteryx
11 7 (21.21%) Master Data Management
11 7 (21.21%) Tableau

Data Modelling
Co-occurring IT Skills in South Yorkshire 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 7 (21.21%) SAS
2 1 (3.03%) Apache ServiceMix
2 1 (3.03%) Oracle SOA Suite
Applications
1 7 (21.21%) SPSS
Database & Business Intelligence
1 13 (39.39%) Data Warehouse
2 8 (24.24%) Relational Database
3 7 (21.21%) BusinessObjects
3 7 (21.21%) BusinessObjects Web Intelligence
3 7 (21.21%) Lumira
3 7 (21.21%) Oracle Discoverer
3 7 (21.21%) Star Schema
4 6 (18.18%) SQL Server Integration Services
4 6 (18.18%) SQL Server Reporting Services
5 4 (12.12%) OLAP
5 4 (12.12%) Oracle Reports
6 3 (9.09%) SQL Server
7 2 (6.06%) Power BI
7 2 (6.06%) SQL Server 2016
7 2 (6.06%) SQL Server Analysis Services
Development Applications
1 7 (21.21%) Toad
2 4 (12.12%) ERwin
2 4 (12.12%) Oracle Forms
3 1 (3.03%) Cucumber
3 1 (3.03%) Jenkins
3 1 (3.03%) JUnit
3 1 (3.03%) Maven
General
1 19 (57.58%) Finance
2 7 (21.21%) Marketing
3 4 (12.12%) Banking
3 4 (12.12%) Retail
4 2 (6.06%) Advertising
5 1 (3.03%) Back Office
Job Titles
1 13 (39.39%) Architect
2 8 (24.24%) Developer
3 7 (21.21%) Analyst
3 7 (21.21%) Business Intelligence Analyst
3 7 (21.21%) Solutions Architect
4 6 (18.18%) Data Architect
5 4 (12.12%) Data Integration Manager
5 4 (12.12%) Data Manager
5 4 (12.12%) Enterprise Architect
5 4 (12.12%) Enterprise Data Architect
5 4 (12.12%) Enterprise Information Architect
5 4 (12.12%) Information Architect
5 4 (12.12%) Integration Manager
5 4 (12.12%) Software Developer
6 3 (9.09%) Oracle Developer
7 2 (6.06%) Data Warehouse Developer
8 1 (3.03%) Financial Analyst
8 1 (3.03%) Java Developer
8 1 (3.03%) Lead Architect
8 1 (3.03%) Service Analyst
Libraries, Frameworks & Software Standards
1 12 (36.36%) Web Services
2 6 (18.18%) Java EE
2 6 (18.18%) RESTful
3 5 (15.15%) CSS
3 5 (15.15%) HTML
4 1 (3.03%) Apache Camel
4 1 (3.03%) Drools
4 1 (3.03%) JPA
4 1 (3.03%) JSON
4 1 (3.03%) REST
4 1 (3.03%) SOAP
4 1 (3.03%) Spring
Miscellaneous
1 12 (36.36%) Analytical Skills
2 11 (33.33%) Computer Science
3 7 (21.21%) Credit Risk
3 7 (21.21%) Mobile App
4 6 (18.18%) Enterprise Software
5 1 (3.03%) Virtual Team
Processes & Methodologies
1 18 (54.55%) Agile Software Development
1 18 (54.55%) Business Intelligence
2 12 (36.36%) Data Migration
2 12 (36.36%) Migration
3 10 (30.30%) Data Governance
3 10 (30.30%) Enterprise Architecture
4 9 (27.27%) Kimball Methodology
5 8 (24.24%) Analytics
6 7 (21.21%) CRM
6 7 (21.21%) Data Management
6 7 (21.21%) Logical Data Model
6 7 (21.21%) Master Data Management
6 7 (21.21%) SOA
7 6 (18.18%) Data Architecture
7 6 (18.18%) Data Visualisation
7 6 (18.18%) Economics
7 6 (18.18%) High Availability
7 6 (18.18%) Marketing Analytics
7 6 (18.18%) Statistics
7 6 (18.18%) Visualisation
Programming Languages
1 17 (51.52%) SQL
2 13 (39.39%) Java
3 7 (21.21%) MATLAB
3 7 (21.21%) R
4 5 (15.15%) Go
4 5 (15.15%) JavaScript
4 5 (15.15%) Python
4 5 (15.15%) Ruby
4 5 (15.15%) Scala
5 4 (12.12%) PL/SQL
Qualifications
1 13 (39.39%) Degree
2 6 (18.18%) Postgraduate
3 5 (15.15%) Computer Science Degree
4 3 (9.09%) Security Cleared
5 2 (6.06%) MCSD
5 2 (6.06%) Microsoft Certification
Quality Assurance & Compliance
1 6 (18.18%) Data Quality
2 1 (3.03%) QA
Vendors
1 14 (42.42%) Oracle
2 7 (21.21%) Alteryx
2 7 (21.21%) Tableau
3 4 (12.12%) Microsoft
4 2 (6.06%) Cognos
5 1 (3.03%) Intel
5 1 (3.03%) Red Hat