The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Integration
Yorkshire / West Yorkshire
Rank 155 176 170
Rank change year-on-year
+21 -6
Permanent jobs citing Data Integration 22 32 44
As % of all permanent IT jobs located in West Yorkshire 0.64% 0.75% 0.95%
As % of the Miscellaneous category 2.14% 2.30% 2.62%
Number of salaries quoted 21 19 23
Median salary £50,000 £62,500 £60,000
Median salary % change year-on-year
-20.00% +4.16%
90% offered a salary of more than £41,000 £37,500 £37,300
10% offered a salary of more than £62,000 £75,000 £75,000
UK excluding London median salary £50,000 £50,000 £50,000

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

Miscellaneous Category
West Yorkshire
Permanent IT job ads with a match in the
Miscellaneous category
1028 1389 1677
As % of all permanent IT jobs located in West Yorkshire 29.85% 32.40% 36.20%
Number of salaries quoted 876 1075 1353
Median salary £40,000 £41,000 £40,000
Median salary % change year-on-year
-2.43% +2.50%
90% offered a salary of more than £26,500 £27,500 £26,000
10% offered a salary of more than £60,000 £55,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Integration
Jobs Demand Trend in West Yorkshire

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

Data Integration Jobs Demand Trend in West Yorkshire

Data Integration
Salary Trend in West Yorkshire

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

Data Integration Salary Trend in West Yorkshire

Data Integration
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Integration across the West Yorkshire region over the 3 months to 22 January 2017.

Data Integration Salary Histogram in West Yorkshire

Data Integration
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the West Yorkshire region over the 3 months to 22 January 2017. 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 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
Leeds +26 21 £50,000 -27.27%
Wakefield - 1 £32,500 -
Data Integration
Yorkshire

Data Integration
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 22 January 2017, 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 West Yorkshire region with a requirement for Data Integration.

1 40 (62.50%) Microsoft
2 29 (45.31%) C#
3 27 (42.19%) Microsoft Azure
4 26 (40.63%) ETL
5 25 (39.06%) SQL Server
6 24 (37.50%) Finance
7 23 (35.94%) Data Management
8 20 (31.25%) Agile Software Development
9 18 (28.13%) Business Intelligence
10 17 (26.56%) SQL Server Analysis Services
10 17 (26.56%) SQL Server 2014
11 16 (25.00%) SQL Server 2012
11 16 (25.00%) Analytical Skills
11 16 (25.00%) OLAP Cube
11 16 (25.00%) OLAP
12 15 (23.44%) SQL
12 15 (23.44%) Team Foundation Server
12 15 (23.44%) Hadoop
12 15 (23.44%) Big Data
12 15 (23.44%) SQL Server 2016
13 14 (21.88%) Data Analysis Expressions (DAX)
13 14 (21.88%) Continuous Improvement
13 14 (21.88%) NoSQL
13 14 (21.88%) .NET
13 14 (21.88%) Visual Studio
13 14 (21.88%) MVC
14 13 (20.31%) Security Architecture
14 13 (20.31%) Tableau
14 13 (20.31%) SaaS
14 13 (20.31%) PaaS

Data Integration
Top Related IT Skills in West 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 10 (15.63%) SAS
2 3 (4.69%) Apache Spark
3 2 (3.13%) WebSphere
4 1 (1.56%) IIS
4 1 (1.56%) SharePoint
4 1 (1.56%) WebSphere Application Server
4 1 (1.56%) WebSphere Process Server
Applications
1 7 (10.94%) MS Excel
1 7 (10.94%) MS Visio
2 2 (3.13%) MS Office
Business Applications
1 1 (1.56%) Maximo
Cloud Services
1 27 (42.19%) Microsoft Azure
2 13 (20.31%) PaaS
2 13 (20.31%) SaaS
Database & Business Intelligence
1 25 (39.06%) SQL Server
2 17 (26.56%) SQL Server 2014
2 17 (26.56%) SQL Server Analysis Services
3 16 (25.00%) OLAP
3 16 (25.00%) OLAP Cube
3 16 (25.00%) SQL Server 2012
4 15 (23.44%) Big Data
4 15 (23.44%) Hadoop
4 15 (23.44%) SQL Server 2016
5 14 (21.88%) NoSQL
6 5 (7.81%) Data Warehouse
6 5 (7.81%) SAS Enterprise Guide
7 4 (6.25%) MySQL
8 3 (4.69%) QlikView
8 3 (4.69%) SQL Server Integration Services
9 2 (3.13%) Enterprise Data Warehouse
9 2 (3.13%) Relational Database
9 2 (3.13%) SAS Data Integration Studio
9 2 (3.13%) SAS Visual Analytics
9 2 (3.13%) SQL Server Reporting Services
Development Applications
1 15 (23.44%) Team Foundation Server
2 14 (21.88%) Visual Studio
3 1 (1.56%) PHPUnit
3 1 (1.56%) Talend Open Studio
General
1 24 (37.50%) Finance
2 1 (1.56%) Back Office
2 1 (1.56%) Manufacturing
Job Titles
1 32 (50.00%) Developer
2 17 (26.56%) Business Intelligence Developer
3 16 (25.00%) ETL Developer
4 13 (20.31%) Architect
4 13 (20.31%) Technical Leader
5 10 (15.63%) Lead Developer
6 9 (14.06%) SAS Developer
6 9 (14.06%) Senior Developer
6 9 (14.06%) Senior SAS Developer
7 8 (12.50%) Digital Architect
7 8 (12.50%) Digital Technical Architect
7 8 (12.50%) Technical Architect
8 4 (6.25%) Analyst
9 3 (4.69%) Business Analyst
9 3 (4.69%) Data Architect
9 3 (4.69%) Java Developer
9 3 (4.69%) Java Software Developer
9 3 (4.69%) Lead Java Developer
9 3 (4.69%) Lead Software Developer
9 3 (4.69%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (21.88%) .NET
2 13 (20.31%) WCF
3 11 (17.19%) Web Services
4 10 (15.63%) XML
5 9 (14.06%) JSON
6 3 (4.69%) Node.js
7 1 (1.56%) jQuery
7 1 (1.56%) LAMP
7 1 (1.56%) Laravel
7 1 (1.56%) REST
7 1 (1.56%) SOAP
Miscellaneous
1 16 (25.00%) Analytical Skills
2 3 (4.69%) Enterprise Software
3 2 (3.13%) Statistics
3 2 (3.13%) Visualisation
Operating Systems
1 3 (4.69%) Windows
1 3 (4.69%) Windows Server
Processes & Methodologies
1 26 (40.63%) ETL
2 23 (35.94%) Data Management
3 20 (31.25%) Agile Software Development
4 18 (28.13%) Business Intelligence
5 14 (21.88%) Continuous Improvement
5 14 (21.88%) MVC
6 13 (20.31%) Mentoring
6 13 (20.31%) Security Architecture
7 8 (12.50%) Content Management
7 8 (12.50%) Migration
7 8 (12.50%) SOA
7 8 (12.50%) Technical Architecture
8 7 (10.94%) Analytics
9 6 (9.38%) Data Modelling
10 4 (6.25%) Data Architecture
11 3 (4.69%) Business Analysis
11 3 (4.69%) Data Analysis
11 3 (4.69%) Data Entry
11 3 (4.69%) Project Management
11 3 (4.69%) User Acceptance Testing
Programming Languages
1 29 (45.31%) C#
2 15 (23.44%) SQL
3 14 (21.88%) Data Analysis Expressions (DAX)
4 3 (4.69%) Java
4 3 (4.69%) Python
4 3 (4.69%) Scala
5 2 (3.13%) PowerShell
6 1 (1.56%) JavaScript
6 1 (1.56%) PHP
6 1 (1.56%) T-SQL
Qualifications
1 7 (10.94%) SAS Certification
Quality Assurance & Compliance
1 4 (6.25%) Data Quality
2 3 (4.69%) SLA
System Software
1 3 (4.69%) Apache Flume
Vendors
1 40 (62.50%) Microsoft
2 13 (20.31%) Tableau
3 12 (18.75%) Splunk
4 3 (4.69%) Cloudera
4 3 (4.69%) IBM
5 1 (1.56%) HP
5 1 (1.56%) Oracle
5 1 (1.56%) SAP
5 1 (1.56%) Talend