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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 162 173 202
Rank change year-on-year
+11 +29
Permanent jobs citing Data Integration 35 43 16
As % of all permanent IT jobs located in West Yorkshire 0.90% 0.90% 0.33%
As % of the Miscellaneous category 2.83% 2.74% 1.04%
Number of salaries quoted 31 28 13
Median salary £60,000 £43,750 £40,000
Median salary % change year-on-year
+37.14% +9.37%
90% offered a salary of more than £50,000 £27,500 £30,000
10% offered a salary of more than £80,000 £77,000 £62,500
UK excluding London median salary £53,000 £46,000 £50,250
% change year-on-year
+15.21% -8.45%
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
1238 1567 1532
As % of all permanent IT jobs located in West Yorkshire 31.69% 32.83% 31.30%
Number of salaries quoted 1031 1166 1145
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £25,000 £26,000 £25,000
10% offered a salary of more than £65,000 £59,600 £60,000
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 30 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 30 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 +27 19 £60,000 +9.09% 3
Bradford +13 14 £80,000 +3.89% 1
Data Integration
Yorkshire

Data Integration
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 30 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 26 (44.83%) Data Management
2 22 (37.93%) Finance
2 22 (37.93%) ETL
2 22 (37.93%) Business Intelligence
3 21 (36.21%) Microsoft
3 21 (36.21%) SQL Server
4 19 (32.76%) XML
5 16 (27.59%) Hadoop
5 16 (27.59%) MS Excel
6 15 (25.86%) SQL Server Integration Services
7 14 (24.14%) JSON
7 14 (24.14%) Web Services
8 13 (22.41%) Java
8 13 (22.41%) Data Architecture
9 12 (20.69%) Big Data
9 12 (20.69%) SQL Server Analysis Services
9 12 (20.69%) SQL
9 12 (20.69%) SOA
10 11 (18.97%) MySQL
10 11 (18.97%) Python
10 11 (18.97%) Data Modelling
10 11 (18.97%) Technical Architecture
10 11 (18.97%) Cloudera
10 11 (18.97%) Apache Flume
10 11 (18.97%) SQL Server 2012
10 11 (18.97%) Node.js
10 11 (18.97%) Apache Spark
11 10 (17.24%) Scala
11 10 (17.24%) Master Data Management
11 10 (17.24%) Data Warehouse

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 11 (18.97%) Apache Spark
2 3 (5.17%) SAS
3 1 (1.72%) Confluence
Applications
1 16 (27.59%) MS Excel
2 1 (1.72%) MS Office
2 1 (1.72%) MS PowerPoint
2 1 (1.72%) MS Project
Business Applications
1 4 (6.90%) Dynamics CRM
Cloud Services
1 5 (8.62%) Microsoft Azure
2 1 (1.72%) Amazon AWS
Communications & Networking
1 1 (1.72%) FTP
Database & Business Intelligence
1 21 (36.21%) SQL Server
2 16 (27.59%) Hadoop
3 15 (25.86%) SQL Server Integration Services
4 12 (20.69%) Big Data
4 12 (20.69%) SQL Server Analysis Services
5 11 (18.97%) MySQL
5 11 (18.97%) SQL Server 2012
6 10 (17.24%) Data Warehouse
7 8 (13.79%) SQL Server Reporting Services
8 7 (12.07%) OLAP
8 7 (12.07%) OLAP Cube
8 7 (12.07%) SQL Server 2014
9 4 (6.90%) SQL Server 2005
9 4 (6.90%) SQL Server 2008
10 3 (5.17%) DataStage
10 3 (5.17%) NoSQL
10 3 (5.17%) Pentaho
10 3 (5.17%) SAS Enterprise Guide
10 3 (5.17%) SAS Visual Analytics
10 3 (5.17%) SQL Server 2016
Development Applications
1 1 (1.72%) JIRA
1 1 (1.72%) ProC
General
1 22 (37.93%) Finance
2 1 (1.72%) Back Office
2 1 (1.72%) Front Office
2 1 (1.72%) Games
2 1 (1.72%) Marketing
Job Titles
1 31 (53.45%) Developer
2 17 (29.31%) Business Intelligence Developer
3 14 (24.14%) Architect
4 12 (20.69%) Lead Developer
5 11 (18.97%) Technical Architect
6 10 (17.24%) ETL Developer
6 10 (17.24%) Software Developer
7 8 (13.79%) Data Manager
7 8 (13.79%) Java Developer
7 8 (13.79%) Java Software Developer
7 8 (13.79%) Lead Software Developer
7 8 (13.79%) Master Data Manager
7 8 (13.79%) SSAS Developer
8 7 (12.07%) Digital Architect
8 7 (12.07%) Digital Technical Architect
8 7 (12.07%) Lead Java Developer
9 6 (10.34%) Business Developer
10 4 (6.90%) SQL Developer
10 4 (6.90%) SQL Server BI Developer
10 4 (6.90%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 19 (32.76%) XML
2 14 (24.14%) JSON
2 14 (24.14%) Web Services
3 11 (18.97%) Node.js
4 10 (17.24%) .NET
5 2 (3.45%) REST
Miscellaneous
1 6 (10.34%) Analytical Skills
2 3 (5.17%) N-Tier
3 1 (1.72%) Cryptography
3 1 (1.72%) Data Extraction
3 1 (1.72%) Data Protection Act
Operating Systems
1 2 (3.45%) Linux
1 2 (3.45%) Unix
2 1 (1.72%) AIX
2 1 (1.72%) Red Hat Enterprise Linux
Processes & Methodologies
1 26 (44.83%) Data Management
2 22 (37.93%) Business Intelligence
2 22 (37.93%) ETL
3 13 (22.41%) Data Architecture
4 12 (20.69%) SOA
5 11 (18.97%) Data Modelling
5 11 (18.97%) Technical Architecture
6 10 (17.24%) Master Data Management
7 8 (13.79%) Agile Software Development
7 8 (13.79%) Migration
8 7 (12.07%) Content Management
8 7 (12.07%) Inmon Methodology
8 7 (12.07%) Kimball Methodology
8 7 (12.07%) Stakeholder Management
9 6 (10.34%) Analytics
9 6 (10.34%) ETL Development
9 6 (10.34%) Project Management
10 5 (8.62%) CRM
10 5 (8.62%) Data Migration
11 4 (6.90%) Complex ETL
Programming Languages
1 13 (22.41%) Java
2 12 (20.69%) SQL
3 11 (18.97%) Python
4 10 (17.24%) Scala
5 4 (6.90%) C#
5 4 (6.90%) T-SQL
5 4 (6.90%) VB.NET
6 2 (3.45%) Ruby
7 1 (1.72%) Go
7 1 (1.72%) Perl
7 1 (1.72%) PROC SQL
7 1 (1.72%) SAS Macro
7 1 (1.72%) Shell Script
7 1 (1.72%) VBA
Qualifications
1 2 (3.45%) SAS Certification
Quality Assurance & Compliance
1 4 (6.90%) Data Quality
System Software
1 11 (18.97%) Apache Flume
2 1 (1.72%) Tivoli Workload Scheduler
Systems Management
1 1 (1.72%) Tivoli
Vendors
1 21 (36.21%) Microsoft
2 11 (18.97%) Cloudera
3 5 (8.62%) Splunk
3 5 (8.62%) Tableau
4 3 (5.17%) IBM
5 2 (3.45%) MuleSoft
5 2 (3.45%) Oracle
5 2 (3.45%) TIBCO
Leeds, West Yorkshire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Leeds
Churchill Frank International
Salary: £35000 - £45000 per annum + Benefits + Travel + Bonus
Posted: 3 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £75000 - £85000 per annum + Bonus, Pension, Health,Car Allowance
Posted: 4 days ago
Huddersfield, West Yorkshire
Premier IT
Posted: 3 days ago
Leeds, West Yorkshire
Premier IT
Posted: 3 days ago