The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 75 90 99
Rank change year-on-year
+15 +9
Permanent jobs citing Data Modelling 28 18 1
As % of all permanent IT jobs located in Wales 2.08% 1.31% 0.077%
As % of the Processes & Methodologies category 2.43% 1.54% 0.098%
Number of salaries quoted 25 17 1
Median salary £35,000 £35,000 £45,000
Median salary % change year-on-year
- -22.22%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Wales region.

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
1150 1170 1018
As % of all permanent IT jobs located in Wales 85.31% 84.84% 78.67%
Number of salaries quoted 968 978 896
Median salary £38,000 £37,500 £35,500
Median salary % change year-on-year
+1.33% +5.63%
90% offered a salary of more than £27,000 £27,500 £27,500
10% offered a salary of more than £52,500 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Wales

Data Modelling
Salary Trend in Wales

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

Data Modelling Salary Trend in Wales

Data Modelling
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Modelling across the Wales region over the 3 months to 30 August 2016.

Data Modelling Salary Histogram in Wales

Data Modelling
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Wales region over the 3 months to 30 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +18 25 £35,000 -
Mid Wales - 3 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 30 August 2016, 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 Wales region with a requirement for Data Modelling.

1 30 (65.22%) SQL
2 19 (41.30%) Finance
3 18 (39.13%) ITIL
3 18 (39.13%) ISEB
3 18 (39.13%) User Acceptance Testing
4 17 (36.96%) Validation
5 16 (34.78%) Systems Analysis
6 15 (32.61%) Incident Management
7 14 (30.43%) Advertising
7 14 (30.43%) Agile Software Development
8 12 (26.09%) ITIL Certification
8 12 (26.09%) ETL
9 11 (23.91%) Data Security
9 11 (23.91%) Data Privacy
10 10 (21.74%) Business Analysis
10 10 (21.74%) SQL Server Integration Services
10 10 (21.74%) Business Intelligence
11 9 (19.57%) T-SQL
11 9 (19.57%) Migration
11 9 (19.57%) Waterfall
12 8 (17.39%) SQL Server
12 8 (17.39%) Data Warehouse
13 7 (15.22%) Oracle
14 6 (13.04%) Microsoft
14 6 (13.04%) Degree
14 6 (13.04%) Problem Management
14 6 (13.04%) Data Integration
15 5 (10.87%) QlikView
15 5 (10.87%) iSeries
15 5 (10.87%) Process Improvement

Data Modelling
Top Related IT Skills in Wales 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 (2.17%) IBM Notes
1 1 (2.17%) SAS
Applications
1 3 (6.52%) MS Office
2 1 (2.17%) MS PowerPoint
Business Applications
1 1 (2.17%) assyst
1 1 (2.17%) SAP Oil and Gas
Cloud Services
1 1 (2.17%) SaaS
Communications & Networking
1 1 (2.17%) Ethernet
1 1 (2.17%) Wireless
Database & Business Intelligence
1 10 (21.74%) SQL Server Integration Services
2 8 (17.39%) Data Warehouse
2 8 (17.39%) SQL Server
3 5 (10.87%) QlikView
4 4 (8.70%) Microsoft Analysis Services
4 4 (8.70%) MySQL
4 4 (8.70%) SQL Server Analysis Services
5 3 (6.52%) SAP BW
5 3 (6.52%) SQL Server 2008
5 3 (6.52%) SQL Server 2012
6 2 (4.35%) Relational Database
6 2 (4.35%) Star Schema
7 1 (2.17%) BusinessObjects
7 1 (2.17%) Enterprise Data Warehouse
7 1 (2.17%) Hadoop
7 1 (2.17%) NoSQL
7 1 (2.17%) SQL Server Reporting Services
Development Applications
1 1 (2.17%) Subversion
1 1 (2.17%) TortoiseSVN
General
1 19 (41.30%) Finance
2 14 (30.43%) Advertising
3 2 (4.35%) Telecoms
4 1 (2.17%) Banking
4 1 (2.17%) Manufacturing
4 1 (2.17%) Publishing
Job Titles
1 26 (56.52%) Analyst
2 15 (32.61%) Applications Support
2 15 (32.61%) Applications Support Analyst
2 15 (32.61%) Support Analyst
3 9 (19.57%) Developer
4 8 (17.39%) Business Analyst
5 5 (10.87%) Change Analyst
5 5 (10.87%) Consultant
6 4 (8.70%) MySQL Developer
6 4 (8.70%) Oracle Developer
6 4 (8.70%) SQL Developer
6 4 (8.70%) SQL Server Developer
7 3 (6.52%) Business Process Consultant
7 3 (6.52%) DBA
7 3 (6.52%) QlikView Developer
7 3 (6.52%) SQL DBA
7 3 (6.52%) SQL Server DBA
8 2 (4.35%) Architect
8 2 (4.35%) Data Warehouse Developer
9 1 (2.17%) Technical Analyst
Miscellaneous
1 6 (13.04%) Data Integration
2 5 (10.87%) iSeries
3 4 (8.70%) Data Structures
3 4 (8.70%) Enterprise Software
4 3 (6.52%) Mathematics
5 1 (2.17%) Analytical Skills
5 1 (2.17%) Management Information System
5 1 (2.17%) Visualisation
Operating Systems
1 3 (6.52%) Windows
Processes & Methodologies
1 18 (39.13%) ITIL
1 18 (39.13%) User Acceptance Testing
2 17 (36.96%) Validation
3 16 (34.78%) Systems Analysis
4 15 (32.61%) Incident Management
5 14 (30.43%) Agile Software Development
6 12 (26.09%) ETL
7 11 (23.91%) Data Privacy
7 11 (23.91%) Data Security
8 10 (21.74%) Business Analysis
8 10 (21.74%) Business Intelligence
9 9 (19.57%) Migration
9 9 (19.57%) Waterfall
10 6 (13.04%) Problem Management
11 5 (10.87%) Process Improvement
11 5 (10.87%) Project Management
11 5 (10.87%) SDLC
12 4 (8.70%) Data Migration
12 4 (8.70%) Stakeholder Management
13 3 (6.52%) Performance Tuning
Programming Languages
1 30 (65.22%) SQL
2 9 (19.57%) T-SQL
3 4 (8.70%) PL/SQL
4 3 (6.52%) C
4 3 (6.52%) VB
Qualifications
1 18 (39.13%) ISEB
2 12 (26.09%) ITIL Certification
3 6 (13.04%) Degree
Quality Assurance & Compliance
1 2 (4.35%) QA
2 1 (2.17%) SLA
Vendors
1 7 (15.22%) Oracle
2 6 (13.04%) Microsoft
3 3 (6.52%) SAP
3 3 (6.52%) Teradata
4 2 (4.35%) IBM
4 2 (4.35%) Informatica
5 1 (2.17%) Lotus
5 1 (2.17%) MicroStrategy
5 1 (2.17%) Netezza
5 1 (2.17%) ServiceNow
5 1 (2.17%) Tableau