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 average salaries offered in IT jobs that have cited Data Integration over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Integration
Rank 129 141 156
Rank change year-on-year
+12 +15
Permanent jobs citing Data Integration 32 22 15
As % of all permanent IT jobs located in Scotland 1.08% 0.71% 0.45%
As % of the Miscellaneous category 2.36% 1.95% 1.22%
Number of salaries quoted 14 14 12
Average salary £40,000 £42,500 £55,000
Average salary % change year-on-year
-5.88% -22.72%
90% offered a salary of more than £31,200 £30,000 £40,000
10% offered a salary of more than £59,100 £55,000 £70,750
UK excluding London average salary £50,000 £50,000 £55,000
% change year-on-year
- -9.09%
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
1357 1131 1226
As % of all permanent IT jobs located in Scotland 45.75% 36.40% 36.67%
Number of salaries quoted 804 685 737
Average salary £42,500 £40,000 £42,000
Average salary % change year-on-year
+6.25% -4.76%
90% offered a salary of more than £29,668 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Integration across the Scotland region as a proportion of the total demand within 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 10 February 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 average salaries quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +16 19 £38,500 -30.00%
Glasgow -26 13 £40,000 - 2
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 10 February 2016, IT jobs across the Scotland region citing Data Integration also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Integration.

1 44 (58.67%) Finance
2 42 (56.00%) SQL
3 37 (49.33%) Agile Software Development
4 34 (45.33%) Data Warehouse
5 26 (34.67%) Analytics
6 25 (33.33%) Oracle
7 23 (30.67%) ETL
7 23 (30.67%) Data Modelling
8 22 (29.33%) Unix
9 21 (28.00%) Analytical Skills
10 18 (24.00%) Data Management
10 18 (24.00%) Scrum
11 17 (22.67%) MS Excel
11 17 (22.67%) Business Intelligence
11 17 (22.67%) Informatica
12 16 (21.33%) Data Quality
13 15 (20.00%) Project Management
13 15 (20.00%) SQL Server
14 14 (18.67%) Java
14 14 (18.67%) Linux
15 13 (17.33%) Microsoft
15 13 (17.33%) XML
15 13 (17.33%) Degree
16 12 (16.00%) Big Data
17 11 (14.67%) Python
17 11 (14.67%) Stakeholder Management
18 10 (13.33%) SQL Server Reporting Services
18 10 (13.33%) SQL Server Integration Services
18 10 (13.33%) Perl
18 10 (13.33%) Master Data Management

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 10 February 2016, IT jobs across the Scotland region citing Data Integration also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Integration. Up to 20 skills are shown per category.

Application Platforms
1 5 (6.67%) SharePoint
2 4 (5.33%) Apache Spark
2 4 (5.33%) SharePoint 2010
2 4 (5.33%) SharePoint 2013
2 4 (5.33%) WebSphere
3 3 (4.00%) Apache
3 3 (4.00%) Apache Pig
3 3 (4.00%) JBoss
3 3 (4.00%) PowerExchange
4 2 (2.67%) Alfresco
4 2 (2.67%) Mule
4 2 (2.67%) SugarCRM
5 1 (1.33%) Node.js
5 1 (1.33%) Tomcat
Applications
1 17 (22.67%) MS Excel
2 3 (4.00%) MS Office
3 1 (1.33%) SPSS
Cloud Services
1 6 (8.00%) Amazon AWS
1 6 (8.00%) Google Analytics
2 2 (2.67%) Amazon EC2
2 2 (2.67%) Microsoft Azure
3 1 (1.33%) SaaS
Communications & Networking
1 3 (4.00%) HTTP
Database & Business Intelligence
1 34 (45.33%) Data Warehouse
2 15 (20.00%) SQL Server
3 12 (16.00%) Big Data
4 10 (13.33%) NoSQL
4 10 (13.33%) SQL Server Analysis Services
4 10 (13.33%) SQL Server Integration Services
4 10 (13.33%) SQL Server Reporting Services
5 9 (12.00%) Hadoop
6 7 (9.33%) Apache Cassandra
6 7 (9.33%) Apache Hive
6 7 (9.33%) MongoDB
6 7 (9.33%) SQL Server 2012
6 7 (9.33%) SQL Server 2014
7 5 (6.67%) PowerCenter
8 4 (5.33%) MarkLogic
8 4 (5.33%) OLAP
8 4 (5.33%) Relational Database
9 3 (4.00%) HBase
9 3 (4.00%) OLAP Cube
9 3 (4.00%) Oracle Database
Development Applications
1 5 (6.67%) Team Foundation Server
1 5 (6.67%) Visual Studio
2 4 (5.33%) Git (software)
2 4 (5.33%) SQL Server Management Studio (SSMS)
3 3 (4.00%) Talend Open Studio
4 1 (1.33%) Vagrant
General
1 44 (58.67%) Finance
2 3 (4.00%) Spanish Language
3 2 (2.67%) Aerospace
3 2 (2.67%) Retail
4 1 (1.33%) Banking
4 1 (1.33%) General Ledger
4 1 (1.33%) Marketing
Job Titles
1 24 (32.00%) Developer
2 14 (18.67%) Analyst
3 11 (14.67%) Architect
4 10 (13.33%) Business Intelligence Developer
5 9 (12.00%) Consultant
6 8 (10.67%) Data Consultant
6 8 (10.67%) Informatica Consultant
7 6 (8.00%) Business Analyst
8 5 (6.67%) Analyst Programmer
8 5 (6.67%) Oracle Developer
8 5 (6.67%) Programmer
9 4 (5.33%) Coordinator
9 4 (5.33%) Data Integration Consultant
9 4 (5.33%) Delivery Manager
9 4 (5.33%) Integration Consultant
9 4 (5.33%) Java Developer
10 3 (4.00%) Data Integration Specialist
10 3 (4.00%) Data Quality Consultant
10 3 (4.00%) Digital Delivery Manager
10 3 (4.00%) Test Leader
Libraries, Frameworks & Software Standards
1 13 (17.33%) XML
2 8 (10.67%) Web Services
3 4 (5.33%) BSON
3 4 (5.33%) HTML
3 4 (5.33%) HTML5
3 4 (5.33%) JSON
3 4 (5.33%) MDX
3 4 (5.33%) RESTful
3 4 (5.33%) WebSphere MQ
4 3 (4.00%) Hibernate
4 3 (4.00%) Spring
5 2 (2.67%) Kafka
5 2 (2.67%) Middleware
5 2 (2.67%) OpenMP
6 1 (1.33%) .NET
6 1 (1.33%) AngularJS
6 1 (1.33%) ASP.NET
6 1 (1.33%) jQuery
6 1 (1.33%) PostGIS
Miscellaneous
1 21 (28.00%) Analytical Skills
2 6 (8.00%) Fintech
3 5 (6.67%) Visualisation
4 4 (5.33%) Data Structures
5 3 (4.00%) Mathematics
5 3 (4.00%) Statistics
6 2 (2.67%) Computer Science
6 2 (2.67%) Enterprise Software
6 2 (2.67%) PMI
7 1 (1.33%) Economics
Operating Systems
1 22 (29.33%) Unix
2 14 (18.67%) Linux
3 3 (4.00%) Windows
Processes & Methodologies
1 37 (49.33%) Agile Software Development
2 26 (34.67%) Analytics
3 23 (30.67%) Data Modelling
3 23 (30.67%) ETL
4 18 (24.00%) Data Management
4 18 (24.00%) Scrum
5 17 (22.67%) Business Intelligence
6 15 (20.00%) Project Management
7 11 (14.67%) Stakeholder Management
8 10 (13.33%) Master Data Management
9 9 (12.00%) Data Analysis
10 8 (10.67%) Information Management
10 8 (10.67%) Line Management
10 8 (10.67%) Software Delivery
11 7 (9.33%) B2B
12 6 (8.00%) E-business
12 6 (8.00%) SOA
12 6 (8.00%) Technical Analysis
12 6 (8.00%) UML
12 6 (8.00%) Use Case
Programming Languages
1 42 (56.00%) SQL
2 14 (18.67%) Java
3 11 (14.67%) Python
4 10 (13.33%) Perl
5 9 (12.00%) T-SQL
6 7 (9.33%) C#
6 7 (9.33%) VBA
7 6 (8.00%) XPath
8 5 (6.67%) JavaScript
9 4 (5.33%) PL/SQL
10 3 (4.00%) PHP
10 3 (4.00%) PowerShell
10 3 (4.00%) Shell Script
11 2 (2.67%) C++
11 2 (2.67%) Ruby
11 2 (2.67%) Scala
12 1 (1.33%) Data Mining Extensions (DMX)
Qualifications
1 13 (17.33%) Degree
2 2 (2.67%) PMI Certification
3 1 (1.33%) ISEB
Quality Assurance & Compliance
1 16 (21.33%) Data Quality
2 7 (9.33%) QA
System Software
1 3 (4.00%) Apache Flume
2 2 (2.67%) HDFS
3 1 (1.33%) Docker
Systems Management
1 2 (2.67%) Ambari
1 2 (2.67%) Hadoop YARN
1 2 (2.67%) Oozie
2 1 (1.33%) MOM
2 1 (1.33%) Puppet
Vendors
1 25 (33.33%) Oracle
2 17 (22.67%) Informatica
3 13 (17.33%) Microsoft
4 7 (9.33%) Tableau
5 6 (8.00%) Google
5 6 (8.00%) IBM
6 4 (5.33%) MicroStrategy
7 3 (4.00%) Talend
7 3 (4.00%) Teradata
8 2 (2.67%) Splunk
9 1 (1.33%) Pega
9 1 (1.33%) Vertica
Glasgow, Lanarkshire
CGI
Salary: £30000 - £55000 per annum + benefits
Posted: 8 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 13 days ago