The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Integration over the 3 months to 2 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Sep 2015
Same period 2014 Same period 2013
Data Integration
Rank 82 97 84
Rank change year-on-year
+15 -13
Permanent jobs citing Data Integration 23 7 13
As % of all permanent IT jobs located in Edinburgh 1.45% 0.47% 1.07%
As % of the Miscellaneous category 3.64% 1.16% 2.87%
Number of salaries quoted 7 7 13
Average salary £47,500 £47,500 £55,500
Average salary % change year-on-year
- -14.41%
90% offered a salary of more than £37,800 £45,000 £54,200
10% offered a salary of more than £82,500 £68,500 £56,300
UK excluding London average salary £45,000 £52,500 £50,000
% change year-on-year
-14.28% +5.00%
Data Integration
Scotland

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

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
632 601 453
As % of all permanent IT jobs located in Edinburgh 39.95% 40.17% 37.22%
Number of salaries quoted 377 391 299
Average salary £40,000 £40,500 £42,500
Average salary % change year-on-year
-1.23% -4.70%
90% offered a salary of more than £27,000 £30,000 £27,300
10% offered a salary of more than £62,500 £60,000 £55,000
UK excluding London average salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Data Integration
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Integration across the Edinburgh region as a proportion of the total demand within the Miscellaneous category.

Data Integration Jobs Demand Trend in Edinburgh

Data Integration
Salary Trend in Edinburgh

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

Data Integration Salary Trend in Edinburgh

Data Integration
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Integration across the Edinburgh region over the 3 months to 2 September 2015.

Data Integration Salary Histogram in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 2 September 2015, IT jobs across the Edinburgh 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 27 (56.25%) Agile Software Development
2 22 (45.83%) Informatica
3 20 (41.67%) Data Warehouse
4 19 (39.58%) Finance
5 17 (35.42%) SQL
5 17 (35.42%) Analytics
6 16 (33.33%) Data Modelling
7 15 (31.25%) Business Intelligence
8 14 (29.17%) Analytical Skills
9 11 (22.92%) Migration
9 11 (22.92%) ETL
10 9 (18.75%) T-SQL
10 9 (18.75%) Scrum
11 8 (16.67%) Data Architecture
11 8 (16.67%) MS Excel
12 7 (14.58%) SAS
12 7 (14.58%) SQL Server
12 7 (14.58%) Test Scripting
12 7 (14.58%) Data Management
12 7 (14.58%) Test Strategy
13 6 (12.50%) Enterprise Software
13 6 (12.50%) Logical Data Model
13 6 (12.50%) Teradata
13 6 (12.50%) Degree
13 6 (12.50%) Data Migration
13 6 (12.50%) Oracle
13 6 (12.50%) Microsoft
14 5 (10.42%) B2B
14 5 (10.42%) UML
14 5 (10.42%) SAS Enterprise Guide

Data Integration
Top Related IT Skills in Edinburgh by Category

For the 6 months to 2 September 2015, IT jobs across the Edinburgh 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 7 (14.58%) SAS
2 2 (4.17%) SharePoint 2010
2 2 (4.17%) SharePoint 2013
2 2 (4.17%) SharePoint
Applications
1 8 (16.67%) MS Excel
2 1 (2.08%) SPSS
Cloud Services
1 3 (6.25%) Amazon EC2
1 3 (6.25%) Microsoft Azure
1 3 (6.25%) Amazon AWS
2 2 (4.17%) Google Analytics
Communications & Networking
1 2 (4.17%) Internet
Database & Business Intelligence
1 20 (41.67%) Data Warehouse
2 7 (14.58%) SQL Server
3 5 (10.42%) SAS Enterprise Guide
3 5 (10.42%) SAS Enterprise Miner
3 5 (10.42%) SAS Data Integration Studio
3 5 (10.42%) Enterprise Data Warehouse
4 4 (8.33%) Big Data
4 4 (8.33%) Hadoop
4 4 (8.33%) SQL Server Analysis Services
4 4 (8.33%) SQL Server Integration Services
4 4 (8.33%) SQL Server Reporting Services
5 3 (6.25%) OLAP
5 3 (6.25%) Data Mining
5 3 (6.25%) NoSQL
6 2 (4.17%) Pentaho
6 2 (4.17%) SQL Server 2012
6 2 (4.17%) Data Mart
6 2 (4.17%) PowerCenter
7 1 (2.08%) DataStage
7 1 (2.08%) PostgreSQL
Development Applications
1 2 (4.17%) Visual Studio
1 2 (4.17%) Git (software)
1 2 (4.17%) Team Foundation Server
1 2 (4.17%) SQL Server Management Studio (SSMS)
General
1 19 (39.58%) Finance
2 4 (8.33%) Banking
3 2 (4.17%) Retail
4 1 (2.08%) General Ledger
4 1 (2.08%) Marketing
4 1 (2.08%) Telecoms
Job Titles
1 15 (31.25%) Consultant
2 13 (27.08%) Architect
2 13 (27.08%) Informatica Consultant
3 9 (18.75%) Developer
3 9 (18.75%) Data Architect
4 7 (14.58%) Senior Consultant
4 7 (14.58%) Test Leader
5 6 (12.50%) Senior Informatica Consultant
6 5 (10.42%) Data Consultant
6 5 (10.42%) Integration Consultant
6 5 (10.42%) Data Integration Consultant
7 4 (8.33%) Informatica Developer
8 3 (6.25%) SAS Administrator
8 3 (6.25%) Administrator
9 2 (4.17%) SQL Developer
9 2 (4.17%) Analyst
9 2 (4.17%) Enterprise Architect
10 1 (2.08%) SAS Developer
10 1 (2.08%) Data Manager
10 1 (2.08%) Server Administrator
Libraries, Frameworks & Software Standards
1 2 (4.17%) XML
1 2 (4.17%) XSLT
1 2 (4.17%) XML Schema
1 2 (4.17%) XForms
1 2 (4.17%) Middleware
1 2 (4.17%) MDX
2 1 (2.08%) RESTful
2 1 (2.08%) Backbone.js
2 1 (2.08%) AngularJS
2 1 (2.08%) Twitter Bootstrap
2 1 (2.08%) HTML
2 1 (2.08%) CSS
2 1 (2.08%) Web Services
Miscellaneous
1 14 (29.17%) Analytical Skills
2 6 (12.50%) Enterprise Software
3 3 (6.25%) Management Information System
4 2 (4.17%) Visualisation
5 1 (2.08%) PMI
5 1 (2.08%) Economics
5 1 (2.08%) Mathematics
5 1 (2.08%) Computer Science
5 1 (2.08%) Data Conversion
Operating Systems
1 2 (4.17%) UNIX
2 1 (2.08%) Windows
2 1 (2.08%) Linux
Processes & Methodologies
1 27 (56.25%) Agile Software Development
2 17 (35.42%) Analytics
3 16 (33.33%) Data Modelling
4 15 (31.25%) Business Intelligence
5 11 (22.92%) Migration
5 11 (22.92%) ETL
6 9 (18.75%) Scrum
7 8 (16.67%) Data Architecture
8 7 (14.58%) Test Strategy
8 7 (14.58%) Test Scripting
8 7 (14.58%) Data Management
9 6 (12.50%) Data Migration
9 6 (12.50%) Logical Data Model
10 5 (10.42%) Agile Testing
10 5 (10.42%) Information Architecture
10 5 (10.42%) High Availability
10 5 (10.42%) Master Data Management
10 5 (10.42%) Enterprise Architecture
10 5 (10.42%) UML
10 5 (10.42%) B2B
Programming Languages
1 17 (35.42%) SQL
2 9 (18.75%) T-SQL
3 2 (4.17%) VBA
3 2 (4.17%) C#
3 2 (4.17%) JavaScript
3 2 (4.17%) XPath
4 1 (2.08%) Shell Script
Qualifications
1 6 (12.50%) Degree
2 2 (4.17%) PMI Certification
3 1 (2.08%) PMP
Quality Assurance & Compliance
1 5 (10.42%) QA
1 5 (10.42%) Data Quality
2 2 (4.17%) ISO 9001
Vendors
1 22 (45.83%) Informatica
2 6 (12.50%) Oracle
2 6 (12.50%) Microsoft
2 6 (12.50%) Teradata
3 4 (8.33%) IBM
3 4 (8.33%) MicroStrategy
4 3 (6.25%) Tableau
5 2 (4.17%) Google
6 1 (2.08%) Netezza
6 1 (2.08%) DataFlux
6 1 (2.08%) SAP
6 1 (2.08%) Cognos
6 1 (2.08%) Ab Initio
Edinburgh
Sanderson
Posted: 8 days ago