The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 95 105 -
Rank change year-on-year
+10 -
Permanent jobs citing Data Integration 9 1 0
As % of all permanent IT jobs located in Wales 0.67% 0.072% -
As % of the Miscellaneous category 2.36% 0.23% -
Number of salaries quoted 3 0 0
Median salary £37,500 - -
UK excluding London median salary £53,500 £46,000 £53,250
% change year-on-year
+16.30% -13.61%
Data Integration
UK

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

Miscellaneous Category
Wales
Permanent IT job ads with a match in the
Miscellaneous category
382 443 493
As % of all permanent IT jobs located in Wales 28.46% 31.80% 36.79%
Number of salaries quoted 320 371 403
Median salary £37,500 £35,000 £35,000
Median salary % change year-on-year
+7.14% -
90% offered a salary of more than £24,000 £23,500 £21,250
10% offered a salary of more than £52,500 £50,000 £47,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend in Wales

Data Integration
Salary Trend in Wales

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

Data Integration Salary Trend in Wales

Data Integration
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 Integration within the Wales region over the 3 months to 28 July 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 +8 5 £37,500 -
Mid Wales - 4 - -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Wales

For the 6 months to 28 July 2016, IT jobs citing Data Integration 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 Integration.

1 10 (83.33%) Data Warehouse
2 9 (75.00%) SQL
2 9 (75.00%) SQL Server Integration Services
3 8 (66.67%) SQL Server
3 8 (66.67%) Business Intelligence
3 8 (66.67%) ETL
4 7 (58.33%) Data Modelling
4 7 (58.33%) T-SQL
4 7 (58.33%) SQL Server Analysis Services
5 6 (50.00%) Oracle
5 6 (50.00%) Migration
6 4 (33.33%) Validation
6 4 (33.33%) PL/SQL
6 4 (33.33%) MySQL
6 4 (33.33%) Microsoft Analysis Services
6 4 (33.33%) Enterprise Software
7 3 (25.00%) SDLC
7 3 (25.00%) OLAP Cube
7 3 (25.00%) Relational Database
7 3 (25.00%) SQL Server Reporting Services
7 3 (25.00%) MDX
7 3 (25.00%) QA
7 3 (25.00%) SQL Server 2012
7 3 (25.00%) Kimball Methodology
7 3 (25.00%) Data Cleansing
7 3 (25.00%) OLAP
7 3 (25.00%) Teradata
7 3 (25.00%) MS Excel
7 3 (25.00%) Informatica
8 2 (16.67%) Scrum

Data Integration
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 (8.33%) Apache Spark
1 1 (8.33%) SAS
Applications
1 3 (25.00%) MS Excel
2 1 (8.33%) SPSS
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Cloud Computing
1 1 (8.33%) Microsoft Azure
Communications & Networking
1 1 (8.33%) Internet
Database & Business Intelligence
1 10 (83.33%) Data Warehouse
2 9 (75.00%) SQL Server Integration Services
3 8 (66.67%) SQL Server
4 7 (58.33%) SQL Server Analysis Services
5 4 (33.33%) Microsoft Analysis Services
5 4 (33.33%) MySQL
6 3 (25.00%) OLAP
6 3 (25.00%) OLAP Cube
6 3 (25.00%) Relational Database
6 3 (25.00%) SQL Server 2012
6 3 (25.00%) SQL Server Reporting Services
7 2 (16.67%) Big Data
7 2 (16.67%) Star Schema
8 1 (8.33%) Data Mining
8 1 (8.33%) Hadoop
8 1 (8.33%) NoSQL
Job Titles
1 10 (83.33%) Developer
2 7 (58.33%) SQL Developer
2 7 (58.33%) SQL Server Developer
3 4 (33.33%) MySQL Developer
3 4 (33.33%) Oracle Developer
3 4 (33.33%) SSIS Developer
4 3 (25.00%) Data Warehouse Developer
4 3 (25.00%) Database Developer
4 3 (25.00%) SQL Database Developer
4 3 (25.00%) SSAS Developer
4 3 (25.00%) SSRS Developer
4 3 (25.00%) T-SQL Developer
5 1 (8.33%) Big Data Architect
5 1 (8.33%) Data Architect
5 1 (8.33%) Data Scientist
5 1 (8.33%) Informatica Developer
5 1 (8.33%) Lead Architect
5 1 (8.33%) Lead Data Architect
5 1 (8.33%) Lead Software Architect
5 1 (8.33%) Storage Architect
Libraries, Frameworks & Software Standards
1 3 (25.00%) MDX
2 1 (8.33%) Lucene
2 1 (8.33%) Web Services
Miscellaneous
1 4 (33.33%) Enterprise Software
2 2 (16.67%) iSeries
3 1 (8.33%) Analytical Skills
3 1 (8.33%) Computer Science
3 1 (8.33%) Internet of Things
3 1 (8.33%) Streaming Video
Processes & Methodologies
1 8 (66.67%) Business Intelligence
1 8 (66.67%) ETL
2 7 (58.33%) Data Modelling
3 6 (50.00%) Migration
4 4 (33.33%) Validation
5 3 (25.00%) Data Cleansing
5 3 (25.00%) Kimball Methodology
5 3 (25.00%) SDLC
6 2 (16.67%) Agile Software Development
6 2 (16.67%) Data Analysis
6 2 (16.67%) Data Migration
6 2 (16.67%) ITIL
6 2 (16.67%) Logical Data Model
6 2 (16.67%) Physical Data Model
6 2 (16.67%) Project Planning
6 2 (16.67%) Requirements Analysis
6 2 (16.67%) Scrum
7 1 (8.33%) Continuous Integration
7 1 (8.33%) Project Management
7 1 (8.33%) System Testing
Programming Languages
1 9 (75.00%) SQL
2 7 (58.33%) T-SQL
3 4 (33.33%) PL/SQL
4 1 (8.33%) C#
4 1 (8.33%) C++
4 1 (8.33%) Java
4 1 (8.33%) MATLAB
4 1 (8.33%) Python
4 1 (8.33%) Scala
Qualifications
1 1 (8.33%) Degree
Quality Assurance & Compliance
1 3 (25.00%) QA
Vendors
1 6 (50.00%) Oracle
2 3 (25.00%) Informatica
2 3 (25.00%) Teradata
3 2 (16.67%) IBM
4 1 (8.33%) Microsoft