The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
UK / Scotland
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 133 121 131
Rank change year-on-year -12 +10  
Permanent jobs citing Data Integration 18 49 34
As % of all permanent IT jobs advertised in Scotland 0.66% 1.71% 1.09%
As % of the Processes & Methodologies category 0.73% 1.87% 1.21%
Number of salaries quoted 12 10 22
Median salary £60,750 £46,250 £50,000
Median salary % change year-on-year +31.35% -7.50%  
90% offered a salary of more than £39,723 £44,642 £31,000
10% offered a salary of more than £69,750 £63,000 £57,950
UK excluding London median salary £50,000 £53,500 £47,500
% change year-on-year -6.54% +12.63%  

Data Integration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2474 2623 2802
As % of all permanent IT job vacancies advertised in Scotland 91.29% 91.33% 89.98%
Number of salaries quoted 1590 1485 1762
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £32,000 £30,000 £32,000
10% offered a salary of more than £68,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Integration
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Integration as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration 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 in Scotland.

Salary trend for Data Integration in Scotland

Data Integration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Integration in Scotland over the 3 months to 28 June 2017.

Salary histogram for Data Integration 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 28 June 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 -6 8 £53,750 +19.44% 1
Glasgow -26 8 £66,250 +39.47%
Fife - 2 £37,661 - 1
Data Integration
UK

For the 6 months to 28 June 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 17 (56.67%) Oracle
2 16 (53.33%) Business Intelligence
3 14 (46.67%) Data Warehouse
4 13 (43.33%) Analytics
5 11 (36.67%) Data Modelling
5 11 (36.67%) SQL
6 9 (30.00%) SQL Server
6 9 (30.00%) ETL
6 9 (30.00%) Informatica
6 9 (30.00%) Analytical Skills
7 7 (23.33%) Finance
8 6 (20.00%) Star Schema
8 6 (20.00%) DB2
8 6 (20.00%) Cognos
8 6 (20.00%) Big Data
8 6 (20.00%) Metadata Management
8 6 (20.00%) Data Management
8 6 (20.00%) Data Architecture
9 5 (16.67%) Oracle BI EE
9 5 (16.67%) Information Management
9 5 (16.67%) Oracle ODI
9 5 (16.67%) Business Analytics
9 5 (16.67%) IBM
9 5 (16.67%) Microsoft
9 5 (16.67%) Migration
9 5 (16.67%) ETL Development
9 5 (16.67%) Driving Licence
10 4 (13.33%) Cognos Analysis Studio
10 4 (13.33%) Cognos Report Studio
10 4 (13.33%) Cognos Framework Manager

Data Integration
Co-occurring 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 1 (3.33%) SAS
Business Applications
1 4 (13.33%) Oracle ERP
2 1 (3.33%) Cognos Business Intelligence
2 1 (3.33%) Oracle 11i
2 1 (3.33%) Oracle EBS
2 1 (3.33%) Oracle EBS R12
Cloud Services
1 1 (3.33%) Google Analytics
1 1 (3.33%) iPaaS
1 1 (3.33%) SaaS
Communications & Networking
1 2 (6.67%) Network Security
Database & Business Intelligence
1 14 (46.67%) Data Warehouse
2 9 (30.00%) SQL Server
3 6 (20.00%) Big Data
3 6 (20.00%) DB2
3 6 (20.00%) Star Schema
4 5 (16.67%) Oracle BI EE
4 5 (16.67%) Oracle ODI
5 4 (13.33%) Cognos Analysis Studio
5 4 (13.33%) Cognos Framework Manager
5 4 (13.33%) Cognos Report Studio
5 4 (13.33%) DataStage
5 4 (13.33%) IBM InfoSphere
5 4 (13.33%) RDBMS
5 4 (13.33%) Relational Database
5 4 (13.33%) SQL Server Integration Services
6 3 (10.00%) Cognos Query Studio
6 3 (10.00%) Data Mining
6 3 (10.00%) NoSQL
7 2 (6.67%) Hadoop
7 2 (6.67%) SQL Server Analysis Services
Development Applications
1 4 (13.33%) ERwin
2 3 (10.00%) MagicDraw
3 1 (3.33%) Team Foundation Server
3 1 (3.33%) Visual Studio
General
1 7 (23.33%) Finance
2 2 (6.67%) Banking
2 2 (6.67%) Local Government
2 2 (6.67%) Retail
2 2 (6.67%) Retail Banking
Job Titles
1 9 (30.00%) Architect
2 7 (23.33%) Developer
3 6 (20.00%) Consultant
4 5 (16.67%) Analyst
4 5 (16.67%) Business Intelligence Analyst
4 5 (16.67%) Data Warehouse Consultant
5 4 (13.33%) Information Architect
6 3 (10.00%) Analytics Consultant
6 3 (10.00%) Data Analytics Consultant
6 3 (10.00%) Data Warehouse Developer
6 3 (10.00%) Senior Architect
6 3 (10.00%) Senior Consultant
6 3 (10.00%) Senior Data Warehouse Consultant
6 3 (10.00%) Senior Data Warehouse Developer
6 3 (10.00%) Senior Developer
7 2 (6.67%) Data Consultant
7 2 (6.67%) Lead Architect
7 2 (6.67%) Oracle Analyst
7 2 (6.67%) Senior Data Analytics Consultant
7 2 (6.67%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 3 (10.00%) XML
1 3 (10.00%) XML Schema
2 2 (6.67%) CSS
Miscellaneous
1 9 (30.00%) Analytical Skills
2 5 (16.67%) Driving Licence
3 3 (10.00%) Taxonomies
4 2 (6.67%) Data Structures
4 2 (6.67%) Equities
4 2 (6.67%) Fixed Income
4 2 (6.67%) Reference Data
5 1 (3.33%) Enterprise Software
5 1 (3.33%) Hybrid Cloud
5 1 (3.33%) Management Information System
Operating Systems
1 3 (10.00%) Unix
Processes & Methodologies
1 16 (53.33%) Business Intelligence
2 13 (43.33%) Analytics
3 11 (36.67%) Data Modelling
4 9 (30.00%) ETL
5 6 (20.00%) Data Architecture
5 6 (20.00%) Data Management
5 6 (20.00%) Metadata Management
6 5 (16.67%) Business Analytics
6 5 (16.67%) ETL Development
6 5 (16.67%) Information Management
6 5 (16.67%) Migration
7 4 (13.33%) Agile Software Development
7 4 (13.33%) Data Migration
7 4 (13.33%) ERP
7 4 (13.33%) Scrum
8 3 (10.00%) Data Analysis
8 3 (10.00%) Process Improvement
8 3 (10.00%) SDLC
8 3 (10.00%) TOGAF
8 3 (10.00%) UML
Programming Languages
1 11 (36.67%) SQL
2 2 (6.67%) PL/SQL
3 1 (3.33%) C#
3 1 (3.33%) PowerShell
3 1 (3.33%) T-SQL
Qualifications
1 3 (10.00%) Degree
2 1 (3.33%) Oracle Certification
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 2 (6.67%) ISO 20022
Vendors
1 17 (56.67%) Oracle
2 9 (30.00%) Informatica
3 6 (20.00%) Cognos
4 5 (16.67%) IBM
4 5 (16.67%) Microsoft
5 3 (10.00%) Vertica
6 2 (6.67%) Hyperion
7 1 (3.33%) Google
7 1 (3.33%) MicroStrategy
7 1 (3.33%) SAP
7 1 (3.33%) Tableau
Edinburgh & Lothians
ANSON MCCADE
Salary: £85,000 - £105,000 (+ top tier package including award winning pension
Posted: 6 days ago
Dunfermline
Hays IT - Uk Posting account
Salary: £39137.00 per annum
Posted: 16 days ago