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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 138 177 167
Rank change year-on-year
+39 -10
Permanent jobs citing Data Integration 27 12 22
As % of all permanent IT jobs located in Leeds 1.00% 0.35% 0.62%
As % of the Miscellaneous category 3.35% 1.03% 1.84%
Number of salaries quoted 26 4 17
Median salary £50,000 £60,000 £60,000
Median salary % change year-on-year
-16.66% -
90% offered a salary of more than £45,000 £54,750 £50,100
10% offered a salary of more than £63,500 £70,500 £75,000
UK excluding London median salary £50,000 £50,000 £55,000
% change year-on-year
- -9.09%
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
807 1169 1195
As % of all permanent IT jobs located in Leeds 29.91% 34.57% 33.45%
Number of salaries quoted 688 882 957
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 £25,500 £27,000
10% offered a salary of more than £60,000 £57,500 £60,000
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 10 December 2016.

Data Integration Salary Histogram in Leeds

Data Integration
Top 30 Related IT Skills in Leeds

For the 6 months to 10 December 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 37 (69.81%) Microsoft
2 26 (49.06%) Data Management
2 26 (49.06%) ETL
2 26 (49.06%) SQL Server
3 25 (47.17%) C#
4 23 (43.40%) Microsoft Azure
5 21 (39.62%) Business Intelligence
6 20 (37.74%) Agile Software Development
7 19 (35.85%) Hadoop
7 19 (35.85%) Big Data
8 17 (32.08%) Analytical Skills
9 16 (30.19%) OLAP Cube
9 16 (30.19%) SQL Server 2014
9 16 (30.19%) SQL Server 2012
9 16 (30.19%) SQL Server Analysis Services
9 16 (30.19%) OLAP
10 14 (26.42%) SQL
10 14 (26.42%) NoSQL
10 14 (26.42%) Data Analysis Expressions (DAX)
10 14 (26.42%) Continuous Improvement
10 14 (26.42%) SQL Server 2016
11 12 (22.64%) Splunk
11 12 (22.64%) Tableau
12 11 (20.75%) Team Foundation Server
12 11 (20.75%) Finance
12 11 (20.75%) Migration
13 9 (16.98%) MVC
13 9 (16.98%) .NET
13 9 (16.98%) Visual Studio
13 9 (16.98%) SaaS

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 7 (13.21%) Apache Spark
1 7 (13.21%) SAS
2 1 (1.89%) Confluence
2 1 (1.89%) WebSphere
2 1 (1.89%) WebSphere Application Server
2 1 (1.89%) WebSphere Process Server
Applications
1 8 (15.09%) MS Excel
2 6 (11.32%) MS Visio
3 3 (5.66%) MS Office
4 1 (1.89%) MS PowerPoint
4 1 (1.89%) MS Project
Cloud Services
1 23 (43.40%) Microsoft Azure
2 9 (16.98%) PaaS
2 9 (16.98%) SaaS
Communications & Networking
1 1 (1.89%) FTP
Database & Business Intelligence
1 26 (49.06%) SQL Server
2 19 (35.85%) Big Data
2 19 (35.85%) Hadoop
3 16 (30.19%) OLAP
3 16 (30.19%) OLAP Cube
3 16 (30.19%) SQL Server 2012
3 16 (30.19%) SQL Server 2014
3 16 (30.19%) SQL Server Analysis Services
4 14 (26.42%) NoSQL
4 14 (26.42%) SQL Server 2016
5 7 (13.21%) Data Warehouse
5 7 (13.21%) MySQL
6 4 (7.55%) SQL Server Integration Services
7 3 (5.66%) SAS Enterprise Guide
8 2 (3.77%) Enterprise Data Warehouse
8 2 (3.77%) QlikView
8 2 (3.77%) SAS Data Integration Studio
8 2 (3.77%) SAS Visual Analytics
9 1 (1.89%) Oracle Database
9 1 (1.89%) SAP Data Services
Development Applications
1 11 (20.75%) Team Foundation Server
2 9 (16.98%) Visual Studio
3 1 (1.89%) JIRA
General
1 11 (20.75%) Finance
2 1 (1.89%) Back Office
Job Titles
1 35 (66.04%) Developer
2 20 (37.74%) Business Intelligence Developer
3 19 (35.85%) ETL Developer
4 13 (24.53%) Lead Developer
5 9 (16.98%) Technical Leader
6 8 (15.09%) Senior Developer
7 7 (13.21%) Java Developer
7 7 (13.21%) Java Software Developer
7 7 (13.21%) Lead Java Developer
7 7 (13.21%) Lead Software Developer
7 7 (13.21%) SAS Developer
7 7 (13.21%) Senior SAS Developer
7 7 (13.21%) Software Developer
8 4 (7.55%) Architect
9 3 (5.66%) Analyst
9 3 (5.66%) Business Analyst
10 2 (3.77%) Business Architect
10 2 (3.77%) Data Architect
10 2 (3.77%) ETL Specialist
10 2 (3.77%) Master Data Specialist
Libraries, Frameworks & Software Standards
1 9 (16.98%) .NET
1 9 (16.98%) WCF
2 7 (13.21%) Node.js
3 1 (1.89%) Web Services
Miscellaneous
1 17 (32.08%) Analytical Skills
2 3 (5.66%) Enterprise Software
3 2 (3.77%) Statistics
4 1 (1.89%) Cryptography
4 1 (1.89%) Data Extraction
Operating Systems
1 2 (3.77%) Windows
1 2 (3.77%) Windows Server
2 1 (1.89%) AIX
2 1 (1.89%) Linux
2 1 (1.89%) Red Hat Enterprise Linux
2 1 (1.89%) Unix
Processes & Methodologies
1 26 (49.06%) Data Management
1 26 (49.06%) ETL
2 21 (39.62%) Business Intelligence
3 20 (37.74%) Agile Software Development
4 14 (26.42%) Continuous Improvement
5 11 (20.75%) Migration
6 9 (16.98%) Mentoring
6 9 (16.98%) MVC
6 9 (16.98%) Security Architecture
7 8 (15.09%) Analytics
7 8 (15.09%) Data Modelling
8 4 (7.55%) E-Commerce
8 4 (7.55%) Inmon Methodology
8 4 (7.55%) Kimball Methodology
9 3 (5.66%) Data Architecture
9 3 (5.66%) Data Entry
9 3 (5.66%) Data Transformation
9 3 (5.66%) ETL Development
9 3 (5.66%) Time Management
9 3 (5.66%) User Acceptance Testing
Programming Languages
1 25 (47.17%) C#
2 14 (26.42%) Data Analysis Expressions (DAX)
2 14 (26.42%) SQL
3 8 (15.09%) Java
4 7 (13.21%) Python
4 7 (13.21%) Scala
5 2 (3.77%) PowerShell
6 1 (1.89%) Perl
6 1 (1.89%) Shell Script
Qualifications
1 6 (11.32%) SAS Certification
Quality Assurance & Compliance
1 4 (7.55%) Data Quality
2 2 (3.77%) SLA
System Software
1 7 (13.21%) Apache Flume
2 1 (1.89%) Tivoli Workload Scheduler
Systems Management
1 1 (1.89%) Tivoli
Vendors
1 37 (69.81%) Microsoft
2 12 (22.64%) Splunk
2 12 (22.64%) Tableau
3 7 (13.21%) Cloudera
4 2 (3.77%) IBM
5 1 (1.89%) Oracle
5 1 (1.89%) SAP
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
ARC IT Recruitment Ltd
Salary: £62k package
Posted: 18 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £30000 - £55000 per annum + Bonus & Bens
Posted: 19 hours ago