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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 109 127 149
Rank change year-on-year
+18 +22
Permanent jobs citing Data Integration 23 38 18
As % of all permanent IT jobs located in Scotland 0.98% 1.23% 0.56%
As % of the Miscellaneous category 2.96% 2.94% 1.55%
Number of salaries quoted 13 21 11
Median salary £47,500 £43,553 £60,000
Median salary % change year-on-year
+9.06% -27.41%
90% offered a salary of more than £34,000 £30,500 £35,000
10% offered a salary of more than £71,500 £65,000 £62,500
UK excluding London median salary £48,750 £50,000 £53,458
% change year-on-year
-2.50% -6.46%
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
776 1293 1164
As % of all permanent IT jobs located in Scotland 33.11% 41.72% 35.95%
Number of salaries quoted 481 753 742
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £62,500 £60,000 £59,119
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 4 December 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 4 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
Glasgow +11 14 £55,000 +10.00%
Edinburgh 0 6 £47,500 +12.42% 2
Renfrewshire - 2 £32,500 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 4 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 Scotland region with a requirement for Data Integration.

1 32 (46.38%) Data Warehouse
1 32 (46.38%) Agile Software Development
2 30 (43.48%) Business Intelligence
3 25 (36.23%) Degree
4 24 (34.78%) Oracle
4 24 (34.78%) SQL Server
5 23 (33.33%) Data Management
6 22 (31.88%) Analytics
7 20 (28.99%) C#
8 19 (27.54%) Finance
8 19 (27.54%) Scrum
8 19 (27.54%) Computer Science
9 18 (26.09%) BDD
9 18 (26.09%) TDD
10 17 (24.64%) Data Modelling
10 17 (24.64%) ETL
10 17 (24.64%) Analytical Skills
11 16 (23.19%) SQL
11 16 (23.19%) Management Information System
12 15 (21.74%) JavaScript
12 15 (21.74%) Data Quality
13 14 (20.29%) Big Data
13 14 (20.29%) Continuous Delivery
13 14 (20.29%) DevOps
13 14 (20.29%) .NET Framework
13 14 (20.29%) jQuery
13 14 (20.29%) .NET
14 13 (18.84%) Continuous Integration
14 13 (18.84%) ATDD
15 12 (17.39%) Information Management

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 6 (8.70%) SAS
2 4 (5.80%) Apache Spark
2 4 (5.80%) SharePoint
3 3 (4.35%) Alfresco
3 3 (4.35%) JBoss
3 3 (4.35%) Mule
3 3 (4.35%) SugarCRM
4 2 (2.90%) BizTalk Server
5 1 (1.45%) CMS
Applications
1 4 (5.80%) MS Excel
Business Applications
1 1 (1.45%) Cognos Business Intelligence
1 1 (1.45%) Oracle 11i
1 1 (1.45%) Oracle EBS R12
1 1 (1.45%) Oracle ERP
Cloud Services
1 4 (5.80%) GitHub
2 2 (2.90%) Google Analytics
3 1 (1.45%) Amazon AWS
3 1 (1.45%) Google Cloud Platform
3 1 (1.45%) SaaS
Communications & Networking
1 1 (1.45%) Internet
Database & Business Intelligence
1 32 (46.38%) Data Warehouse
2 24 (34.78%) SQL Server
3 14 (20.29%) Big Data
4 7 (10.14%) NoSQL
4 7 (10.14%) SQL Server Integration Services
5 6 (8.70%) BusinessObjects
5 6 (8.70%) Hadoop
6 5 (7.25%) OLAP
6 5 (7.25%) SQL Server 2012
6 5 (7.25%) Star Schema
7 4 (5.80%) Data Lake
7 4 (5.80%) Data Mining
7 4 (5.80%) OLTP
7 4 (5.80%) Oracle BI EE
7 4 (5.80%) Relational Database
7 4 (5.80%) SAP Data Services
8 3 (4.35%) Apache Cassandra
8 3 (4.35%) Apache Hive
8 3 (4.35%) MongoDB
8 3 (4.35%) Pentaho
Development Applications
1 6 (8.70%) Visual Studio
2 5 (7.25%) Talend Open Studio
3 4 (5.80%) Cucumber
3 4 (5.80%) ERwin
3 4 (5.80%) FitNesse
3 4 (5.80%) Git (software)
3 4 (5.80%) JBehave
3 4 (5.80%) MagicDraw
3 4 (5.80%) MSTest
3 4 (5.80%) RSpec
3 4 (5.80%) Selenium
4 2 (2.90%) Team Foundation Server
General
1 19 (27.54%) Finance
2 5 (7.25%) Banking
3 4 (5.80%) Back Office
3 4 (5.80%) General Ledger
4 3 (4.35%) Aerospace
5 2 (2.90%) Marketing
6 1 (1.45%) Retail
Job Titles
1 21 (30.43%) Developer
2 12 (17.39%) Analyst
3 9 (13.04%) .NET Developer
3 9 (13.04%) Agile .NET Developer
3 9 (13.04%) Agile Developer
3 9 (13.04%) Architect
4 8 (11.59%) Consultant
5 6 (8.70%) Information Architect
6 5 (7.25%) .NET Development Manager
6 5 (7.25%) Application Development Manager
6 5 (7.25%) Applications Development Manager
6 5 (7.25%) Applications Manager
6 5 (7.25%) Data Consultant
6 5 (7.25%) Development Manager
6 5 (7.25%) ETL Developer
7 4 (5.80%) Agile Business Analyst
7 4 (5.80%) Business Intelligence Analyst
7 4 (5.80%) QA Automation Engineer
7 4 (5.80%) QA Engineer
7 4 (5.80%) Senior Architect
Libraries, Frameworks & Software Standards
1 14 (20.29%) .NET
1 14 (20.29%) .NET Framework
1 14 (20.29%) jQuery
2 9 (13.04%) AngularJS
2 9 (13.04%) Node.js
2 9 (13.04%) Twitter Bootstrap
3 5 (7.25%) XML
4 4 (5.80%) XML Schema
5 3 (4.35%) Hibernate
5 3 (4.35%) Middleware
5 3 (4.35%) Spring
6 1 (1.45%) CSS
6 1 (1.45%) HTML
6 1 (1.45%) MDX
6 1 (1.45%) RESTful
6 1 (1.45%) SOAP
6 1 (1.45%) Web Services
Miscellaneous
1 19 (27.54%) Computer Science
2 17 (24.64%) Analytical Skills
3 16 (23.19%) Management Information System
4 10 (14.49%) Visualisation
5 6 (8.70%) Ontologies
6 5 (7.25%) Reference Data
7 4 (5.80%) Taxonomies
7 4 (5.80%) Wiki
8 2 (2.90%) Data Structures
8 2 (2.90%) Enterprise Software
9 1 (1.45%) Driving Licence
9 1 (1.45%) Minimum Viable Product
Operating Systems
1 1 (1.45%) Linux
1 1 (1.45%) Unix
1 1 (1.45%) Windows
Processes & Methodologies
1 32 (46.38%) Agile Software Development
2 30 (43.48%) Business Intelligence
3 23 (33.33%) Data Management
4 22 (31.88%) Analytics
5 19 (27.54%) Scrum
6 18 (26.09%) BDD
6 18 (26.09%) TDD
7 17 (24.64%) Data Modelling
7 17 (24.64%) ETL
8 14 (20.29%) Continuous Delivery
8 14 (20.29%) DevOps
9 13 (18.84%) ATDD
9 13 (18.84%) Continuous Integration
10 12 (17.39%) Information Management
11 11 (15.94%) Data Architecture
12 10 (14.49%) SDLC
13 9 (13.04%) Data Governance
13 9 (13.04%) People Management
13 9 (13.04%) Planning Poker
13 9 (13.04%) Refactoring
Programming Languages
1 20 (28.99%) C#
2 16 (23.19%) SQL
3 15 (21.74%) JavaScript
4 8 (11.59%) Java
4 8 (11.59%) Python
5 3 (4.35%) Perl
5 3 (4.35%) PHP
6 2 (2.90%) T-SQL
7 1 (1.45%) R
Qualifications
1 25 (36.23%) Degree
2 2 (2.90%) MCITP
2 2 (2.90%) MCSA
2 2 (2.90%) MCSE
2 2 (2.90%) Microsoft Certification
3 1 (1.45%) ITIL Certification
Quality Assurance & Compliance
1 15 (21.74%) Data Quality
2 5 (7.25%) QA
3 4 (5.80%) ISO20022
4 2 (2.90%) PCI DSS
Vendors
1 24 (34.78%) Oracle
2 10 (14.49%) MicroStrategy
2 10 (14.49%) Tableau
3 7 (10.14%) Informatica
3 7 (10.14%) Microsoft
4 6 (8.70%) IBM
5 5 (7.25%) Netezza
5 5 (7.25%) Talend
6 4 (5.80%) Teradata
7 3 (4.35%) Cognos
8 2 (2.90%) Google
8 2 (2.90%) Salesforce.com
8 2 (2.90%) SAP
9 1 (1.45%) Alteryx
9 1 (1.45%) Hyperion
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 18 days ago
Edinburgh
Cathcart Associates
Salary: £40000 - £55000 per annum + Benefits
Posted: 22 days ago