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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 169 179 199
Rank change year-on-year
+10 +20
Permanent jobs citing Data Integration 26 40 19
As % of all permanent IT jobs located in West Yorkshire 0.67% 0.87% 0.38%
As % of the Miscellaneous category 2.11% 2.73% 1.24%
Number of salaries quoted 25 28 14
Median salary £60,000 £52,500 £47,500
Median salary % change year-on-year
+14.28% +10.52%
90% offered a salary of more than £48,500 £27,500 £34,000
10% offered a salary of more than £80,000 £65,000 £60,000
UK excluding London median salary £53,500 £47,500 £54,000
% change year-on-year
+12.63% -12.03%
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
1235 1467 1537
As % of all permanent IT jobs located in West Yorkshire 31.60% 31.75% 30.87%
Number of salaries quoted 986 1101 1203
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £25,000 £26,500 £25,600
10% offered a salary of more than £65,000 £60,000 £55,000
UK excluding London median salary £42,500 £40,000 £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 1 July 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 1 July 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 +16 16 £57,500 -4.16% 2
Bradford +17 8 £80,000 +100.00% 2
Data Integration
Yorkshire

Data Integration
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 1 July 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 28 (51.85%) Data Management
2 26 (48.15%) ETL
3 23 (42.59%) Business Intelligence
4 22 (40.74%) Microsoft
4 22 (40.74%) SQL Server
5 20 (37.04%) Finance
6 18 (33.33%) Hadoop
7 17 (31.48%) SQL Server Analysis Services
8 16 (29.63%) SQL Server 2012
9 15 (27.78%) SQL
9 15 (27.78%) MS Excel
10 14 (25.93%) SQL Server Integration Services
11 13 (24.07%) Agile Software Development
11 13 (24.07%) XML
11 13 (24.07%) Analytical Skills
12 12 (22.22%) OLAP Cube
12 12 (22.22%) SQL Server 2014
12 12 (22.22%) OLAP
12 12 (22.22%) Data Modelling
12 12 (22.22%) Data Architecture
13 10 (18.52%) Migration
13 10 (18.52%) .NET
13 10 (18.52%) Master Data Management
13 10 (18.52%) Splunk
13 10 (18.52%) Tableau
14 9 (16.67%) Big Data
14 9 (16.67%) Java
14 9 (16.67%) Data Warehouse
15 8 (14.81%) Apache Spark
15 8 (14.81%) ETL Development

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 (14.81%) Apache Spark
2 3 (5.56%) SAS
Applications
1 15 (27.78%) MS Excel
2 3 (5.56%) MS Office
Business Applications
1 1 (1.85%) Dynamics CRM
Cloud Services
1 5 (9.26%) Microsoft Azure
2 1 (1.85%) Amazon AWS
Database & Business Intelligence
1 22 (40.74%) SQL Server
2 18 (33.33%) Hadoop
3 17 (31.48%) SQL Server Analysis Services
4 16 (29.63%) SQL Server 2012
5 14 (25.93%) SQL Server Integration Services
6 12 (22.22%) OLAP
6 12 (22.22%) OLAP Cube
6 12 (22.22%) SQL Server 2014
7 9 (16.67%) Big Data
7 9 (16.67%) Data Warehouse
8 8 (14.81%) MySQL
8 8 (14.81%) SQL Server Reporting Services
9 4 (7.41%) NoSQL
9 4 (7.41%) SQL Server 2005
9 4 (7.41%) SQL Server 2008
10 3 (5.56%) SAS Enterprise Guide
10 3 (5.56%) SQL Server 2016
11 2 (3.70%) Pentaho
11 2 (3.70%) Relational Database
11 2 (3.70%) Spotfire
Development Applications
1 1 (1.85%) ProC
General
1 20 (37.04%) Finance
2 1 (1.85%) Back Office
2 1 (1.85%) Front Office
2 1 (1.85%) Games
2 1 (1.85%) Marketing
Job Titles
1 29 (53.70%) Developer
2 19 (35.19%) Business Intelligence Developer
3 12 (22.22%) SSAS Developer
4 11 (20.37%) ETL Developer
5 10 (18.52%) Business Developer
6 9 (16.67%) Data Manager
6 9 (16.67%) Master Data Manager
7 8 (14.81%) Architect
7 8 (14.81%) OLAP Developer
7 8 (14.81%) SQL BI Developer
7 8 (14.81%) SQL Developer
7 8 (14.81%) SQL Server BI Developer
7 8 (14.81%) SQL Server Developer
8 7 (12.96%) Lead Developer
8 7 (12.96%) Software Developer
9 5 (9.26%) Java Developer
9 5 (9.26%) Java Software Developer
9 5 (9.26%) Lead Software Developer
9 5 (9.26%) Technical Architect
10 4 (7.41%) Data Migration Analyst
Libraries, Frameworks & Software Standards
1 13 (24.07%) XML
2 10 (18.52%) .NET
3 8 (14.81%) JSON
3 8 (14.81%) Node.js
3 8 (14.81%) Web Services
4 2 (3.70%) REST
Miscellaneous
1 13 (24.07%) Analytical Skills
2 3 (5.56%) Computer Science
2 3 (5.56%) N-Tier
3 1 (1.85%) Data Protection Act
3 1 (1.85%) Enterprise Software
Operating Systems
1 1 (1.85%) Linux
1 1 (1.85%) Unix
Processes & Methodologies
1 28 (51.85%) Data Management
2 26 (48.15%) ETL
3 23 (42.59%) Business Intelligence
4 13 (24.07%) Agile Software Development
5 12 (22.22%) Data Architecture
5 12 (22.22%) Data Modelling
6 10 (18.52%) Master Data Management
6 10 (18.52%) Migration
7 8 (14.81%) Data Migration
7 8 (14.81%) ETL Development
7 8 (14.81%) Stakeholder Management
8 6 (11.11%) Project Management
8 6 (11.11%) SOA
9 5 (9.26%) Analytics
9 5 (9.26%) Inmon Methodology
9 5 (9.26%) Kimball Methodology
9 5 (9.26%) Technical Architecture
10 4 (7.41%) Complex ETL
10 4 (7.41%) Data Mapping
10 4 (7.41%) Technical Analysis
Programming Languages
1 15 (27.78%) SQL
2 9 (16.67%) Java
3 8 (14.81%) Python
4 7 (12.96%) Scala
5 4 (7.41%) C#
5 4 (7.41%) T-SQL
5 4 (7.41%) VB.NET
6 3 (5.56%) PHP
7 2 (3.70%) Ruby
8 1 (1.85%) Go
8 1 (1.85%) PROC SQL
8 1 (1.85%) SAS Macro
8 1 (1.85%) VBA
Qualifications
1 3 (5.56%) Degree
2 2 (3.70%) SAS Certification
Quality Assurance & Compliance
1 2 (3.70%) Data Quality
System Software
1 8 (14.81%) Apache Flume
Vendors
1 22 (40.74%) Microsoft
2 10 (18.52%) Splunk
2 10 (18.52%) Tableau
3 8 (14.81%) Cloudera
4 2 (3.70%) IBM
4 2 (3.70%) MuleSoft
4 2 (3.70%) Oracle
4 2 (3.70%) TIBCO
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £75000 - £85000 per annum + Benefits
Posted: 2 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £80000 per annum + benefits
Posted: 6 days ago