The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 102 132 152
Rank change year-on-year
+30 +20
Permanent jobs citing Data Integration 44 38 24
As % of all permanent IT jobs located in Scotland 1.74% 1.16% 0.67%
As % of the Miscellaneous category 4.55% 2.76% 1.76%
Number of salaries quoted 14 18 20
Median salary £43,750 £46,250 £42,750
Median salary % change year-on-year
-5.40% +8.18%
90% offered a salary of more than £40,000 £33,300 £37,250
10% offered a salary of more than £59,550 £75,150 £58,500
UK excluding London median salary £47,500 £45,000 £50,000
% change year-on-year
+5.55% -10.00%
Data Integration
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Scotland region.

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
966 1376 1364
As % of all permanent IT jobs located in Scotland 38.20% 41.96% 37.83%
Number of salaries quoted 552 814 878
Median salary £40,000 £41,500 £40,000
Median salary % change year-on-year
-3.61% +3.75%
90% offered a salary of more than £27,500 £27,500 £29,000
10% offered a salary of more than £60,000 £60,000 £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 Scotland

The demand trend of job ads across the Scotland region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend in Scotland

Data Integration
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration across the Scotland region.

Data Integration Salary Trend in Scotland

Data Integration
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Integration across the Scotland region over the 3 months to 26 September 2016.

Data Integration Salary Histogram in Scotland

Data Integration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 26 September 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
Glasgow +23 31 £40,000 -20.00% 1
Edinburgh -5 6 £41,421 -7.95%
West Lothian - 3 £46,250 -
Stirling +11 2 - - 1
Aberdeen +2 1 £47,500 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 26 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 Scotland region with a requirement for Data Integration.

1 63 (67.74%) Agile Software Development
2 50 (53.76%) Oracle
3 48 (51.61%) SQL Server
3 48 (51.61%) C#
4 44 (47.31%) Computer Science
4 44 (47.31%) Degree
5 43 (46.24%) BDD
5 43 (46.24%) TDD
6 39 (41.94%) .NET Framework
6 39 (41.94%) JavaScript
6 39 (41.94%) .NET
6 39 (41.94%) jQuery
6 39 (41.94%) DevOps
6 39 (41.94%) Continuous Delivery
7 38 (40.86%) Finance
8 34 (36.56%) Scrum
9 29 (31.18%) Business Intelligence
10 28 (30.11%) Data Warehouse
11 26 (27.96%) Management Information System
12 24 (25.81%) SDLC
12 24 (25.81%) ATDD
12 24 (25.81%) Continuous Integration
13 22 (23.66%) Data Management
14 21 (22.58%) Analytics
14 21 (22.58%) Mentoring
15 20 (21.51%) AngularJS
15 20 (21.51%) Twitter Bootstrap
15 20 (21.51%) Refactoring
15 20 (21.51%) Planning Poker
15 20 (21.51%) Node.js

Data Integration
Top Related IT Skills in Scotland 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 4 (4.30%) Apache Spark
2 3 (3.23%) Alfresco
2 3 (3.23%) JBoss
2 3 (3.23%) Mule
2 3 (3.23%) SugarCRM
3 2 (2.15%) CMS
3 2 (2.15%) IIS
3 2 (2.15%) SAS
3 2 (2.15%) SharePoint
4 1 (1.08%) Apache Pig
Applications
1 6 (6.45%) MS Excel
Business Applications
1 1 (1.08%) Oracle 11i
1 1 (1.08%) Oracle EBS R12
1 1 (1.08%) Oracle ERP
1 1 (1.08%) Oracle Retail
Cloud Services
1 5 (5.38%) Google Analytics
2 2 (2.15%) GitHub
2 2 (2.15%) Google Cloud Platform
2 2 (2.15%) SaaS
Database & Business Intelligence
1 48 (51.61%) SQL Server
2 28 (30.11%) Data Warehouse
3 14 (15.05%) Big Data
4 10 (10.75%) SQL Server Integration Services
5 9 (9.68%) Hadoop
6 8 (8.60%) SQL Server Reporting Services
7 6 (6.45%) PowerCenter
8 5 (5.38%) SQL Server 2012
8 5 (5.38%) SQL Server 2014
8 5 (5.38%) SQL Server Analysis Services
9 4 (4.30%) Apache Hive
9 4 (4.30%) BusinessObjects
9 4 (4.30%) DataStage
9 4 (4.30%) IBM InfoSphere
9 4 (4.30%) NoSQL
9 4 (4.30%) Oracle BI EE
10 3 (3.23%) Apache Cassandra
10 3 (3.23%) Enterprise Data Warehouse
10 3 (3.23%) MongoDB
10 3 (3.23%) Pentaho
Development Applications
1 7 (7.53%) Visual Studio
2 5 (5.38%) Talend Open Studio
2 5 (5.38%) Team Foundation Server
3 4 (4.30%) Cucumber
3 4 (4.30%) FitNesse
3 4 (4.30%) JBehave
3 4 (4.30%) MSTest
3 4 (4.30%) RSpec
3 4 (4.30%) Selenium
4 2 (2.15%) Git (software)
General
1 38 (40.86%) Finance
2 13 (13.98%) Banking
3 8 (8.60%) Investment Banking
4 3 (3.23%) Aerospace
4 3 (3.23%) Marketing
5 1 (1.08%) Billing
5 1 (1.08%) Retail
Job Titles
1 35 (37.63%) Developer
2 20 (21.51%) .NET Developer
2 20 (21.51%) Agile .NET Developer
2 20 (21.51%) Agile Developer
3 19 (20.43%) Application Development Manager
3 19 (20.43%) Applications Development Manager
3 19 (20.43%) Applications Manager
3 19 (20.43%) Development Manager
4 13 (13.98%) Analyst
5 9 (9.68%) Consultant
6 8 (8.60%) .NET Development Manager
6 8 (8.60%) Data Consultant
6 8 (8.60%) ETL Developer
7 6 (6.45%) ETL Consultant
8 4 (4.30%) Business Intelligence Analyst
8 4 (4.30%) Business Intelligence Developer
8 4 (4.30%) Informatica Consultant
8 4 (4.30%) Integration Consultant
8 4 (4.30%) QA Engineer
8 4 (4.30%) Quality Engineer
Libraries, Frameworks & Software Standards
1 39 (41.94%) .NET
1 39 (41.94%) .NET Framework
1 39 (41.94%) jQuery
2 20 (21.51%) AngularJS
2 20 (21.51%) Node.js
2 20 (21.51%) Twitter Bootstrap
3 3 (3.23%) Hibernate
3 3 (3.23%) Middleware
3 3 (3.23%) Spring
3 3 (3.23%) XML
4 2 (2.15%) Web Services
5 1 (1.08%) MDX
5 1 (1.08%) RESTful
5 1 (1.08%) SOAP
Miscellaneous
1 44 (47.31%) Computer Science
2 26 (27.96%) Management Information System
3 18 (19.35%) Analytical Skills
4 7 (7.53%) Visualisation
5 5 (5.38%) Enterprise Software
6 4 (4.30%) Wiki
7 1 (1.08%) Data Structures
7 1 (1.08%) EPoS
7 1 (1.08%) Ontologies
7 1 (1.08%) Reference Data
Operating Systems
1 2 (2.15%) Unix
1 2 (2.15%) Windows
2 1 (1.08%) Linux
Processes & Methodologies
1 63 (67.74%) Agile Software Development
2 43 (46.24%) BDD
2 43 (46.24%) TDD
3 39 (41.94%) Continuous Delivery
3 39 (41.94%) DevOps
4 34 (36.56%) Scrum
5 29 (31.18%) Business Intelligence
6 24 (25.81%) ATDD
6 24 (25.81%) Continuous Integration
6 24 (25.81%) SDLC
7 22 (23.66%) Data Management
8 21 (22.58%) Analytics
8 21 (22.58%) Mentoring
9 20 (21.51%) Planning Poker
9 20 (21.51%) Refactoring
10 19 (20.43%) Coaching
10 19 (20.43%) Service Delivery
11 16 (17.20%) Data Modelling
12 14 (15.05%) ETL
12 14 (15.05%) Information Management
Programming Languages
1 48 (51.61%) C#
2 39 (41.94%) JavaScript
3 19 (20.43%) SQL
4 8 (8.60%) Java
4 8 (8.60%) Python
5 5 (5.38%) R
5 5 (5.38%) T-SQL
6 3 (3.23%) Perl
6 3 (3.23%) PHP
Qualifications
1 44 (47.31%) Degree
2 1 (1.08%) ITIL Certification
Quality Assurance & Compliance
1 15 (16.13%) Data Quality
2 6 (6.45%) QA
3 2 (2.15%) PCI DSS
System Software
1 1 (1.08%) Apache Flume
Systems Management
1 1 (1.08%) MOM
Vendors
1 50 (53.76%) Oracle
2 11 (11.83%) Tableau
3 9 (9.68%) MicroStrategy
4 8 (8.60%) Informatica
4 8 (8.60%) Microsoft
5 6 (6.45%) Netezza
6 5 (5.38%) Google
6 5 (5.38%) IBM
6 5 (5.38%) Talend
7 2 (2.15%) Cognos
7 2 (2.15%) Teradata
8 1 (1.08%) Alteryx
8 1 (1.08%) ATG
8 1 (1.08%) Hyperion
8 1 (1.08%) SAP
Glasgow
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 18 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 9 days ago