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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 160 191 189
Rank change year-on-year
+31 -2
Permanent jobs citing Data Integration 30 22 36
As % of all permanent IT jobs located in West Yorkshire 0.83% 0.50% 0.72%
As % of the Miscellaneous category 2.72% 1.44% 2.15%
Number of salaries quoted 29 14 24
Median salary £50,000 £37,500 £60,000
Median salary % change year-on-year
+33.33% -37.50%
90% offered a salary of more than £39,300 £37,500 £47,550
10% offered a salary of more than £62,600 £48,000 £75,000
UK excluding London median salary £50,000 £50,000 £54,229
% change year-on-year
- -7.79%
Data Integration
Yorkshire

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
1101 1533 1676
As % of all permanent IT jobs located in West Yorkshire 30.35% 34.50% 33.39%
Number of salaries quoted 937 1157 1333
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £25,000 £26,000
10% offered a salary of more than £60,000 £57,500 £57,500
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 9 December 2016.

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 9 December 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
Leeds +40 27 £50,000 -11.11% 4
Bradford - 1 £40,500 -
Halifax - 1 £30,000 -
Wakefield - 1 £32,500 -
Data Integration
Yorkshire

Data Integration
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 9 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 West Yorkshire region with a requirement for Data Integration.

1 41 (51.90%) Microsoft
2 32 (40.51%) Finance
3 30 (37.97%) ETL
4 29 (36.71%) Data Management
5 27 (34.18%) SQL Server
6 25 (31.65%) C#
6 25 (31.65%) Microsoft Azure
7 23 (29.11%) Web Services
7 23 (29.11%) Business Intelligence
8 22 (27.85%) XML
8 22 (27.85%) JSON
9 20 (25.32%) Agile Software Development
9 20 (25.32%) Hadoop
9 20 (25.32%) Big Data
10 19 (24.05%) SOA
11 18 (22.78%) Technical Architecture
12 17 (21.52%) Analytical Skills
12 17 (21.52%) SQL Server 2014
13 16 (20.25%) OLAP Cube
13 16 (20.25%) SQL Server 2012
13 16 (20.25%) SQL Server Analysis Services
13 16 (20.25%) OLAP
13 16 (20.25%) SQL
14 15 (18.99%) SQL Server 2016
15 14 (17.72%) Data Analysis Expressions (DAX)
15 14 (17.72%) NoSQL
15 14 (17.72%) Continuous Improvement
15 14 (17.72%) Content Management
16 13 (16.46%) MS Excel
17 12 (15.19%) Data Modelling

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 8 (10.13%) Apache Spark
1 8 (10.13%) SAS
2 1 (1.27%) Confluence
2 1 (1.27%) WebSphere
2 1 (1.27%) WebSphere Application Server
2 1 (1.27%) WebSphere Process Server
Applications
1 13 (16.46%) MS Excel
2 6 (7.59%) MS Visio
3 3 (3.80%) MS Office
4 1 (1.27%) MS PowerPoint
4 1 (1.27%) MS Project
Business Applications
1 4 (5.06%) Dynamics CRM
Cloud Services
1 25 (31.65%) Microsoft Azure
2 9 (11.39%) PaaS
2 9 (11.39%) SaaS
Communications & Networking
1 1 (1.27%) FTP
Database & Business Intelligence
1 27 (34.18%) SQL Server
2 20 (25.32%) Big Data
2 20 (25.32%) Hadoop
3 17 (21.52%) SQL Server 2014
4 16 (20.25%) OLAP
4 16 (20.25%) OLAP Cube
4 16 (20.25%) SQL Server 2012
4 16 (20.25%) SQL Server Analysis Services
5 15 (18.99%) SQL Server 2016
6 14 (17.72%) NoSQL
7 9 (11.39%) MySQL
8 8 (10.13%) Data Warehouse
9 5 (6.33%) SQL Server Integration Services
10 4 (5.06%) SAS Enterprise Guide
11 3 (3.80%) Relational Database
12 2 (2.53%) Enterprise Data Warehouse
12 2 (2.53%) QlikView
12 2 (2.53%) SAS Data Integration Studio
12 2 (2.53%) SAS Visual Analytics
13 1 (1.27%) SQL Server 2008
Development Applications
1 11 (13.92%) Team Foundation Server
2 9 (11.39%) Visual Studio
3 1 (1.27%) JIRA
3 1 (1.27%) PHPUnit
3 1 (1.27%) Talend Open Studio
General
1 32 (40.51%) Finance
2 2 (2.53%) Back Office
3 1 (1.27%) Front Office
3 1 (1.27%) Manufacturing
3 1 (1.27%) Marketing
Job Titles
1 38 (48.10%) Developer
2 26 (32.91%) Architect
3 20 (25.32%) Business Intelligence Developer
4 19 (24.05%) ETL Developer
5 18 (22.78%) Technical Architect
6 14 (17.72%) Digital Architect
6 14 (17.72%) Digital Technical Architect
6 14 (17.72%) Lead Developer
7 9 (11.39%) Technical Leader
8 8 (10.13%) Java Developer
8 8 (10.13%) Java Software Developer
8 8 (10.13%) Lead Java Developer
8 8 (10.13%) Lead Software Developer
8 8 (10.13%) Senior Developer
8 8 (10.13%) Software Developer
9 7 (8.86%) SAS Developer
9 7 (8.86%) Senior SAS Developer
10 4 (5.06%) CRM Architect
10 4 (5.06%) Data Architect
11 3 (3.80%) Dynamics CRM Architect
Libraries, Frameworks & Software Standards
1 23 (29.11%) Web Services
2 22 (27.85%) JSON
2 22 (27.85%) XML
3 9 (11.39%) .NET
3 9 (11.39%) WCF
4 8 (10.13%) Node.js
5 3 (3.80%) REST
6 1 (1.27%) jQuery
6 1 (1.27%) LAMP
6 1 (1.27%) Laravel
6 1 (1.27%) SOAP
Miscellaneous
1 17 (21.52%) Analytical Skills
2 3 (3.80%) Enterprise Software
2 3 (3.80%) N-Tier
3 2 (2.53%) Statistics
4 1 (1.27%) Cryptography
4 1 (1.27%) Data Extraction
4 1 (1.27%) Data Protection Act
4 1 (1.27%) Visualisation
Operating Systems
1 2 (2.53%) Windows
1 2 (2.53%) Windows Server
2 1 (1.27%) AIX
2 1 (1.27%) Linux
2 1 (1.27%) Red Hat Enterprise Linux
2 1 (1.27%) Unix
Processes & Methodologies
1 30 (37.97%) ETL
2 29 (36.71%) Data Management
3 23 (29.11%) Business Intelligence
4 20 (25.32%) Agile Software Development
5 19 (24.05%) SOA
6 18 (22.78%) Technical Architecture
7 14 (17.72%) Content Management
7 14 (17.72%) Continuous Improvement
8 12 (15.19%) Data Modelling
9 11 (13.92%) Migration
10 10 (12.66%) MVC
11 9 (11.39%) Mentoring
11 9 (11.39%) Security Architecture
12 8 (10.13%) Analytics
13 7 (8.86%) Data Architecture
14 5 (6.33%) CRM
14 5 (6.33%) E-Commerce
14 5 (6.33%) Kimball Methodology
15 4 (5.06%) Inmon Methodology
16 3 (3.80%) Data Transformation
Programming Languages
1 25 (31.65%) C#
2 16 (20.25%) SQL
3 14 (17.72%) Data Analysis Expressions (DAX)
4 9 (11.39%) Java
5 8 (10.13%) Python
5 8 (10.13%) Scala
6 2 (2.53%) PowerShell
7 1 (1.27%) JavaScript
7 1 (1.27%) Perl
7 1 (1.27%) PHP
7 1 (1.27%) Shell Script
7 1 (1.27%) T-SQL
Qualifications
1 6 (7.59%) SAS Certification
Quality Assurance & Compliance
1 5 (6.33%) Data Quality
2 2 (2.53%) SLA
System Software
1 8 (10.13%) Apache Flume
2 1 (1.27%) Tivoli Workload Scheduler
Systems Management
1 1 (1.27%) Tivoli
Vendors
1 41 (51.90%) Microsoft
2 12 (15.19%) Splunk
2 12 (15.19%) Tableau
3 8 (10.13%) Cloudera
4 4 (5.06%) IBM
5 2 (2.53%) MuleSoft
6 1 (1.27%) HP
6 1 (1.27%) Oracle
6 1 (1.27%) SAP
6 1 (1.27%) Talend
Leeds, West Yorkshire
ARC IT Recruitment Ltd
Salary: £62k package
Posted: 7 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Salary: £30000 - £55000 per annum + Bonus & Bens
Posted: 8 hours ago