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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 123 172 183
Rank change year-on-year
+49 +11
Permanent jobs citing Data Integration 29 11 8
As % of all permanent IT jobs located in Leeds 1.10% 0.30% 0.21%
As % of the Miscellaneous category 3.76% 0.88% 0.65%
Number of salaries quoted 25 6 6
Median salary £45,000 £42,500 £33,000
Median salary % change year-on-year
+5.88% +28.78%
90% offered a salary of more than £42,500 £36,000 £30,000
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £46,000 £45,000 £50,000
% change year-on-year
+2.22% -10.00%
Data Integration
West Yorkshire

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
772 1243 1240
As % of all permanent IT jobs located in Leeds 29.34% 34.40% 32.32%
Number of salaries quoted 655 910 907
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £26,000 £27,500 £24,625
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 September 2016.

Data Integration Salary Histogram in Leeds

Data Integration
Top 30 Related IT Skills in Leeds

For the 6 months to 29 September 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 Leeds region with a requirement for Data Integration.

1 31 (67.39%) Data Management
2 24 (52.17%) ETL
3 23 (50.00%) SQL Server
4 22 (47.83%) Business Intelligence
4 22 (47.83%) Microsoft
5 21 (45.65%) Big Data
6 20 (43.48%) Hadoop
7 16 (34.78%) Agile Software Development
8 15 (32.61%) C#
8 15 (32.61%) Java
9 14 (30.43%) SQL Server Analysis Services
9 14 (30.43%) SQL Server 2012
10 13 (28.26%) Cloudera
10 13 (28.26%) Apache Flume
10 13 (28.26%) Node.js
10 13 (28.26%) MySQL
10 13 (28.26%) Python
10 13 (28.26%) Apache Spark
11 12 (26.09%) OLAP Cube
11 12 (26.09%) Analytical Skills
11 12 (26.09%) SQL Server 2014
11 12 (26.09%) Data Modelling
11 12 (26.09%) OLAP
11 12 (26.09%) Scala
11 12 (26.09%) Microsoft Azure
12 11 (23.91%) Continuous Improvement
12 11 (23.91%) NoSQL
12 11 (23.91%) SQL Server 2016
12 11 (23.91%) Data Analysis Expressions (DAX)
13 10 (21.74%) SQL

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 13 (28.26%) Apache Spark
2 2 (4.35%) SAS
3 1 (2.17%) Confluence
3 1 (2.17%) WebSphere
3 1 (2.17%) WebSphere Application Server
3 1 (2.17%) WebSphere Process Server
Applications
1 5 (10.87%) MS Excel
2 1 (2.17%) MS Office
2 1 (2.17%) MS PowerPoint
2 1 (2.17%) MS Project
Cloud Services
1 12 (26.09%) Microsoft Azure
2 1 (2.17%) Amazon AWS
2 1 (2.17%) PaaS
2 1 (2.17%) SaaS
Communications & Networking
1 1 (2.17%) FTP
Database & Business Intelligence
1 23 (50.00%) SQL Server
2 21 (45.65%) Big Data
3 20 (43.48%) Hadoop
4 14 (30.43%) SQL Server 2012
4 14 (30.43%) SQL Server Analysis Services
5 13 (28.26%) MySQL
6 12 (26.09%) OLAP
6 12 (26.09%) OLAP Cube
6 12 (26.09%) SQL Server 2014
7 11 (23.91%) NoSQL
7 11 (23.91%) SQL Server 2016
8 8 (17.39%) Data Warehouse
8 8 (17.39%) SQL Server Integration Services
9 3 (6.52%) DataStage
9 3 (6.52%) Pentaho
10 2 (4.35%) SAS Enterprise Guide
10 2 (4.35%) Spotfire
10 2 (4.35%) SQL Server 2005
10 2 (4.35%) SQL Server 2008
10 2 (4.35%) SQL Server Reporting Services
Development Applications
1 2 (4.35%) Team Foundation Server
2 1 (2.17%) JIRA
2 1 (2.17%) Visual Studio
General
1 4 (8.70%) Finance
2 1 (2.17%) Back Office
Job Titles
1 34 (73.91%) Developer
2 18 (39.13%) Business Intelligence Developer
3 16 (34.78%) ETL Developer
4 12 (26.09%) Lead Developer
4 12 (26.09%) Software Developer
5 10 (21.74%) Java Developer
5 10 (21.74%) Java Software Developer
5 10 (21.74%) Lead Software Developer
6 9 (19.57%) Lead Java Developer
7 3 (6.52%) Analyst
7 3 (6.52%) Architect
7 3 (6.52%) Business Analyst
7 3 (6.52%) Senior Developer
7 3 (6.52%) Software Engineer
8 2 (4.35%) .NET Developer
8 2 (4.35%) .NET Software Engineer
8 2 (4.35%) Business Architect
8 2 (4.35%) Consultant
8 2 (4.35%) Data Manager
8 2 (4.35%) SAS Developer
Libraries, Frameworks & Software Standards
1 13 (28.26%) Node.js
2 7 (15.22%) .NET
3 3 (6.52%) XML
4 1 (2.17%) WCF
4 1 (2.17%) Web Services
Miscellaneous
1 12 (26.09%) Analytical Skills
2 3 (6.52%) Enterprise Software
3 1 (2.17%) Cryptography
3 1 (2.17%) Data Extraction
Operating Systems
1 2 (4.35%) Linux
2 1 (2.17%) AIX
2 1 (2.17%) Red Hat Enterprise Linux
2 1 (2.17%) Unix
Processes & Methodologies
1 31 (67.39%) Data Management
2 24 (52.17%) ETL
3 22 (47.83%) Business Intelligence
4 16 (34.78%) Agile Software Development
5 12 (26.09%) Data Modelling
6 11 (23.91%) Continuous Improvement
7 8 (17.39%) Migration
8 7 (15.22%) Analytics
9 6 (13.04%) Inmon Methodology
9 6 (13.04%) Kimball Methodology
10 5 (10.87%) Data Architecture
11 4 (8.70%) E-Commerce
11 4 (8.70%) Master Data Management
11 4 (8.70%) Project Management
12 3 (6.52%) Data Entry
12 3 (6.52%) Data Transformation
12 3 (6.52%) ETL Development
12 3 (6.52%) Matrix Organization
12 3 (6.52%) Stakeholder Management
12 3 (6.52%) Time Management
Programming Languages
1 15 (32.61%) C#
1 15 (32.61%) Java
2 13 (28.26%) Python
3 12 (26.09%) Scala
4 11 (23.91%) Data Analysis Expressions (DAX)
5 10 (21.74%) SQL
6 2 (4.35%) Ruby
6 2 (4.35%) T-SQL
6 2 (4.35%) VB.NET
7 1 (2.17%) Go
7 1 (2.17%) Perl
7 1 (2.17%) PowerShell
7 1 (2.17%) Shell Script
Qualifications
1 2 (4.35%) SAS Certification
Quality Assurance & Compliance
1 4 (8.70%) Data Quality
System Software
1 13 (28.26%) Apache Flume
2 1 (2.17%) Tivoli Workload Scheduler
Systems Management
1 1 (2.17%) Tivoli
Vendors
1 22 (47.83%) Microsoft
2 13 (28.26%) Cloudera
3 9 (19.57%) Splunk
3 9 (19.57%) Tableau
4 2 (4.35%) IBM
4 2 (4.35%) TIBCO
5 1 (2.17%) Oracle
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £50000 per annum
Posted: Yesterday