The table below looks at the statistics for Data Integration skills 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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Integration
UK / Scotland
Rank 117 136 139
Rank change year-on-year
+19 +3
Permanent jobs citing Data Integration 24 28 25
As % of all permanent IT jobs located in Scotland 1.04% 0.95% 0.79%
As % of the Processes & Methodologies category 1.15% 1.05% 0.89%
Number of salaries quoted 23 13 16
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £32,500 £30,800 £30,000
10% offered a salary of more than £71,500 £59,400 £55,000
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2082 2655 2804
As % of all permanent IT jobs located in Scotland 90.09% 90.55% 88.54%
Number of salaries quoted 1347 1696 1767
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £65,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 20 February 2017.

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 20 February 2017. 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 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
Edinburgh -7 10 £71,500 +85.71% 3
West Lothian - 6 £40,000 -
Renfrewshire - 5 £32,500 -
Glasgow +11 3 £60,000 +50.00%
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 20 February 2017, 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 34 (69.39%) Data Warehouse
2 31 (63.27%) Business Intelligence
3 26 (53.06%) Analytics
4 22 (44.90%) Data Modelling
4 22 (44.90%) Data Management
5 21 (42.86%) SQL
6 20 (40.82%) ETL
7 17 (34.69%) Finance
8 16 (32.65%) SQL Server
9 15 (30.61%) Data Architecture
10 14 (28.57%) Oracle
11 13 (26.53%) Big Data
11 13 (26.53%) Analytical Skills
12 11 (22.45%) Metadata Management
12 11 (22.45%) Informatica
12 11 (22.45%) Degree
13 10 (20.41%) SQL Server Integration Services
13 10 (20.41%) SAS
13 10 (20.41%) Data Quality
13 10 (20.41%) NoSQL
14 9 (18.37%) SQL Server 2012
14 9 (18.37%) MicroStrategy
15 8 (16.33%) Microsoft
15 8 (16.33%) Agile Software Development
15 8 (16.33%) Relational Database
15 8 (16.33%) Information Architecture
16 7 (14.29%) Visualisation
16 7 (14.29%) Open Source
16 7 (14.29%) Data Mapping
16 7 (14.29%) Hadoop

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 10 (20.41%) SAS
2 5 (10.20%) BizTalk Server
2 5 (10.20%) SharePoint
3 1 (2.04%) Alfresco
3 1 (2.04%) JBoss
3 1 (2.04%) Mule
3 1 (2.04%) SugarCRM
Applications
1 5 (10.20%) MS Excel
Business Applications
1 5 (10.20%) Oracle ERP
2 2 (4.08%) Cognos Business Intelligence
3 1 (2.04%) Oracle 11i
3 1 (2.04%) Oracle EBS
3 1 (2.04%) Oracle EBS R12
Cloud Services
1 4 (8.16%) GitHub
2 3 (6.12%) Google Analytics
3 1 (2.04%) Amazon AWS
3 1 (2.04%) Google Cloud Platform
Communications & Networking
1 1 (2.04%) Internet
1 1 (2.04%) Network Security
Database & Business Intelligence
1 34 (69.39%) Data Warehouse
2 16 (32.65%) SQL Server
3 13 (26.53%) Big Data
4 10 (20.41%) NoSQL
4 10 (20.41%) SQL Server Integration Services
5 9 (18.37%) SQL Server 2012
6 8 (16.33%) Relational Database
7 7 (14.29%) Hadoop
7 7 (14.29%) RDBMS
8 6 (12.24%) BusinessObjects
8 6 (12.24%) Oracle BI EE
8 6 (12.24%) Oracle ODI
8 6 (12.24%) SAS Data Integration Studio
8 6 (12.24%) SAS Enterprise Guide
9 5 (10.20%) SQL Server 2008
10 4 (8.16%) Data Lake
10 4 (8.16%) OLAP
10 4 (8.16%) OLTP
10 4 (8.16%) SAP Data Services
10 4 (8.16%) Star Schema
Development Applications
1 7 (14.29%) Visual Studio
2 4 (8.16%) ERwin
2 4 (8.16%) Git (software)
2 4 (8.16%) MagicDraw
3 3 (6.12%) Talend Open Studio
3 3 (6.12%) Team Foundation Server
4 1 (2.04%) Oracle APEX
General
1 17 (34.69%) Finance
2 5 (10.20%) Banking
3 4 (8.16%) Back Office
3 4 (8.16%) General Ledger
4 2 (4.08%) Retail
5 1 (2.04%) Aerospace
5 1 (2.04%) Retail Banking
Job Titles
1 14 (28.57%) Architect
2 11 (22.45%) Developer
3 9 (18.37%) Analyst
4 7 (14.29%) Business Intelligence Analyst
4 7 (14.29%) Data Architect
4 7 (14.29%) Senior Architect
5 6 (12.24%) Consultant
5 6 (12.24%) DBA
5 6 (12.24%) Information Architect
5 6 (12.24%) Senior Data Architect
6 5 (10.20%) Administrator
6 5 (10.20%) Production DBA
7 4 (8.16%) Business Intelligence Consultant
7 4 (8.16%) Business Intelligence Developer
7 4 (8.16%) ETL Developer
8 3 (6.12%) Analytics Manager
8 3 (6.12%) Business Intelligence Manager
8 3 (6.12%) Designer
8 3 (6.12%) Release Manager
9 2 (4.08%) Salesforce Consultant
Libraries, Frameworks & Software Standards
1 4 (8.16%) XML
1 4 (8.16%) XML Schema
2 1 (2.04%) CSS
2 1 (2.04%) Hibernate
2 1 (2.04%) HTML
2 1 (2.04%) Middleware
2 1 (2.04%) Spring
2 1 (2.04%) Web Services
Miscellaneous
1 13 (26.53%) Analytical Skills
2 5 (10.20%) Reference Data
3 4 (8.16%) Management Information System
3 4 (8.16%) Taxonomies
4 3 (6.12%) Data Structures
4 3 (6.12%) Enterprise Software
5 2 (4.08%) Driving Licence
6 1 (2.04%) Computer Science
6 1 (2.04%) Minimum Viable Product
6 1 (2.04%) Replication
Operating Systems
1 1 (2.04%) Linux
Processes & Methodologies
1 31 (63.27%) Business Intelligence
2 26 (53.06%) Analytics
3 22 (44.90%) Data Management
3 22 (44.90%) Data Modelling
4 20 (40.82%) ETL
5 15 (30.61%) Data Architecture
6 11 (22.45%) Metadata Management
7 8 (16.33%) Agile Software Development
7 8 (16.33%) Information Architecture
8 7 (14.29%) Business Analytics
8 7 (14.29%) Data Lineage
8 7 (14.29%) Data Mapping
8 7 (14.29%) Master Data Management
8 7 (14.29%) Ontologies
8 7 (14.29%) Open Source
8 7 (14.29%) Visualisation
9 6 (12.24%) High Availability
9 6 (12.24%) Machine Learning
9 6 (12.24%) Migration
9 6 (12.24%) Predictive Analytics
Programming Languages
1 21 (42.86%) SQL
2 3 (6.12%) C#
2 3 (6.12%) T-SQL
3 2 (4.08%) Java
3 2 (4.08%) Python
4 1 (2.04%) JavaScript
4 1 (2.04%) Perl
4 1 (2.04%) PHP
4 1 (2.04%) PL/SQL
4 1 (2.04%) R
Qualifications
1 11 (22.45%) Degree
2 5 (10.20%) MCITP
2 5 (10.20%) MCSA
2 5 (10.20%) MCSE
2 5 (10.20%) Microsoft Certification
Quality Assurance & Compliance
1 10 (20.41%) Data Quality
2 4 (8.16%) ISO20022
3 1 (2.04%) PCI DSS
System Software
1 1 (2.04%) Active Directory
Vendors
1 14 (28.57%) Oracle
2 11 (22.45%) Informatica
3 9 (18.37%) MicroStrategy
4 8 (16.33%) Microsoft
5 7 (14.29%) Tableau
6 4 (8.16%) IBM
6 4 (8.16%) Netezza
6 4 (8.16%) Teradata
7 3 (6.12%) Cognos
7 3 (6.12%) Google
7 3 (6.12%) Talend
8 2 (4.08%) Hyperion
8 2 (4.08%) Salesforce.com
8 2 (4.08%) SAP
9 1 (2.04%) Alteryx
Edinburgh & Lothians
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Salary: £50,000-£75,000 depending on experience.
Posted: 4 days ago
Edinburgh
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