The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Leeds 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
Rank 132 158 153
Rank change year-on-year
+26 -5
Permanent jobs citing Data Integration 21 25 27
As % of all permanent IT jobs located in Leeds 0.81% 0.76% 0.81%
As % of the Miscellaneous category 2.79% 2.31% 2.28%
Number of salaries quoted 20 12 20
Median salary £50,000 £68,750 £60,000
Median salary % change year-on-year
-27.27% +14.58%
90% offered a salary of more than £42,350 £60,250 £34,450
10% offered a salary of more than £62,300 £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 Leeds region.

Miscellaneous Category
Leeds
Permanent IT job ads with a match in the
Miscellaneous category
752 1080 1186
As % of all permanent IT jobs located in Leeds 29.08% 32.83% 35.57%
Number of salaries quoted 642 847 950
Median salary £40,000 £42,500 £40,500
Median salary % change year-on-year
-5.88% +4.93%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £60,000 £56,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Integration
Jobs Demand Trend in Leeds

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

Data Integration Jobs Demand Trend in Leeds

Data Integration
Salary Trend in Leeds

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

Data Integration Salary Trend in Leeds

Data Integration
Salary Histogram in Leeds

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

Data Integration Salary Histogram in Leeds

Data Integration
Top 30 Related IT Skills in Leeds

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 Leeds region with a requirement for Data Integration.

1 39 (75.00%) Microsoft
2 29 (55.77%) C#
3 27 (51.92%) Microsoft Azure
4 24 (46.15%) SQL Server
5 23 (44.23%) ETL
6 22 (42.31%) Data Management
7 20 (38.46%) Agile Software Development
8 17 (32.69%) Business Intelligence
8 17 (32.69%) SQL Server Analysis Services
9 16 (30.77%) SQL Server 2012
9 16 (30.77%) Analytical Skills
9 16 (30.77%) SQL Server 2014
9 16 (30.77%) OLAP Cube
9 16 (30.77%) OLAP
10 15 (28.85%) Finance
10 15 (28.85%) Big Data
10 15 (28.85%) Hadoop
10 15 (28.85%) Team Foundation Server
11 14 (26.92%) NoSQL
11 14 (26.92%) Continuous Improvement
11 14 (26.92%) Data Analysis Expressions (DAX)
11 14 (26.92%) SQL Server 2016
11 14 (26.92%) .NET
11 14 (26.92%) Visual Studio
12 13 (25.00%) SQL
12 13 (25.00%) MVC
12 13 (25.00%) Mentoring
12 13 (25.00%) Tableau
12 13 (25.00%) SaaS
12 13 (25.00%) PaaS

Data Integration
Top Related IT Skills in Leeds 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 9 (17.31%) SAS
2 3 (5.77%) Apache Spark
3 2 (3.85%) WebSphere
4 1 (1.92%) IIS
4 1 (1.92%) SharePoint
4 1 (1.92%) WebSphere Application Server
4 1 (1.92%) WebSphere Process Server
Applications
1 7 (13.46%) MS Excel
1 7 (13.46%) MS Visio
2 2 (3.85%) MS Office
Business Applications
1 1 (1.92%) Maximo
Cloud Services
1 27 (51.92%) Microsoft Azure
2 13 (25.00%) PaaS
2 13 (25.00%) SaaS
Database & Business Intelligence
1 24 (46.15%) SQL Server
2 17 (32.69%) SQL Server Analysis Services
3 16 (30.77%) OLAP
3 16 (30.77%) OLAP Cube
3 16 (30.77%) SQL Server 2012
3 16 (30.77%) SQL Server 2014
4 15 (28.85%) Big Data
4 15 (28.85%) Hadoop
5 14 (26.92%) NoSQL
5 14 (26.92%) SQL Server 2016
6 4 (7.69%) Data Warehouse
6 4 (7.69%) SAS Enterprise Guide
7 3 (5.77%) MySQL
7 3 (5.77%) QlikView
8 2 (3.85%) Enterprise Data Warehouse
8 2 (3.85%) SAS Data Integration Studio
8 2 (3.85%) SAS Visual Analytics
8 2 (3.85%) SQL Server Integration Services
9 1 (1.92%) Oracle Database
9 1 (1.92%) SAP Data Services
Development Applications
1 15 (28.85%) Team Foundation Server
2 14 (26.92%) Visual Studio
General
1 15 (28.85%) Finance
2 1 (1.92%) Back Office
Job Titles
1 30 (57.69%) Developer
2 17 (32.69%) Business Intelligence Developer
3 16 (30.77%) ETL Developer
4 13 (25.00%) Technical Leader
5 10 (19.23%) Lead Developer
6 9 (17.31%) SAS Developer
6 9 (17.31%) Senior Developer
6 9 (17.31%) Senior SAS Developer
7 4 (7.69%) Analyst
7 4 (7.69%) Architect
8 3 (5.77%) Business Analyst
8 3 (5.77%) Java Developer
8 3 (5.77%) Java Software Developer
8 3 (5.77%) Lead Java Developer
8 3 (5.77%) Lead Software Developer
8 3 (5.77%) Software Developer
9 2 (3.85%) Business Architect
9 2 (3.85%) Data Architect
9 2 (3.85%) ETL Specialist
9 2 (3.85%) Master Data Specialist
Libraries, Frameworks & Software Standards
1 14 (26.92%) .NET
2 13 (25.00%) WCF
3 3 (5.77%) Node.js
4 2 (3.85%) Web Services
5 1 (1.92%) XML
Miscellaneous
1 16 (30.77%) Analytical Skills
2 3 (5.77%) Enterprise Software
3 2 (3.85%) Statistics
4 1 (1.92%) Visualisation
Operating Systems
1 3 (5.77%) Windows
1 3 (5.77%) Windows Server
Processes & Methodologies
1 23 (44.23%) ETL
2 22 (42.31%) Data Management
3 20 (38.46%) Agile Software Development
4 17 (32.69%) Business Intelligence
5 14 (26.92%) Continuous Improvement
6 13 (25.00%) Mentoring
6 13 (25.00%) MVC
6 13 (25.00%) Security Architecture
7 8 (15.38%) Migration
8 7 (13.46%) Analytics
9 4 (7.69%) Data Modelling
10 3 (5.77%) Business Analysis
10 3 (5.77%) Code Optimisation
10 3 (5.77%) Data Analysis
10 3 (5.77%) Data Architecture
10 3 (5.77%) Data Entry
10 3 (5.77%) Data Transformation
10 3 (5.77%) ETL Development
10 3 (5.77%) Project Management
10 3 (5.77%) User Acceptance Testing
Programming Languages
1 29 (55.77%) C#
2 14 (26.92%) Data Analysis Expressions (DAX)
3 13 (25.00%) SQL
4 3 (5.77%) Java
4 3 (5.77%) Python
4 3 (5.77%) Scala
5 2 (3.85%) PowerShell
Qualifications
1 7 (13.46%) SAS Certification
Quality Assurance & Compliance
1 4 (7.69%) Data Quality
2 3 (5.77%) SLA
System Software
1 3 (5.77%) Apache Flume
Vendors
1 39 (75.00%) Microsoft
2 13 (25.00%) Tableau
3 12 (23.08%) Splunk
4 3 (5.77%) Cloudera
4 3 (5.77%) IBM
5 1 (1.92%) Oracle
5 1 (1.92%) SAP