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 salaries offered in IT jobs that have cited Data Integration over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 82 82 108
Rank change year-on-year
0 +26
Permanent jobs citing Data Integration 8 19 3
As % of all permanent IT jobs located in Edinburgh 0.73% 1.34% 0.20%
As % of the Miscellaneous category 2.20% 3.15% 0.50%
Number of salaries quoted 6 9 3
Median salary £59,500 £42,500 £62,500
Median salary % change year-on-year
+40.00% -32.00%
UK excluding London median salary £48,750 £50,000 £53,458
% change year-on-year
-2.50% -6.46%
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
363 604 595
As % of all permanent IT jobs located in Edinburgh 33.03% 42.54% 40.45%
Number of salaries quoted 242 366 373
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £25,400 £28,500
10% offered a salary of more than £71,500 £55,000 £56,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Integration
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Integration as a proportion of all IT jobs with a match in 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 8 December 2016.

Data Integration Salary Histogram in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 8 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 Edinburgh region with a requirement for Data Integration.

1 9 (75.00%) Business Intelligence
1 9 (75.00%) Analytics
2 8 (66.67%) Data Warehouse
3 7 (58.33%) Finance
3 7 (58.33%) Data Management
4 6 (50.00%) Big Data
5 5 (41.67%) Data Modelling
6 4 (33.33%) RDBMS
6 4 (33.33%) Open Source
6 4 (33.33%) Tableau
6 4 (33.33%) Data Quality
6 4 (33.33%) Relational Database
7 3 (25.00%) Analytical Skills
7 3 (25.00%) Machine Learning
7 3 (25.00%) Metadata Management
7 3 (25.00%) NoSQL
7 3 (25.00%) Data Mapping
7 3 (25.00%) Data Architecture
7 3 (25.00%) Hadoop
7 3 (25.00%) Predictive Analytics
7 3 (25.00%) SQL
8 2 (16.67%) T-SQL
8 2 (16.67%) SQL Server
8 2 (16.67%) Visual Studio
8 2 (16.67%) Microsoft
8 2 (16.67%) Project Management
8 2 (16.67%) E-Commerce
8 2 (16.67%) Python
8 2 (16.67%) MS Excel
8 2 (16.67%) Scrum

Data Integration
Top Related IT Skills in Edinburgh 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 2 (16.67%) Apache Spark
2 1 (8.33%) CMS
Applications
1 2 (16.67%) MS Excel
Business Applications
1 1 (8.33%) Cognos Business Intelligence
Cloud Services
1 2 (16.67%) Google Analytics
2 1 (8.33%) Google Cloud Platform
2 1 (8.33%) SaaS
Communications & Networking
1 1 (8.33%) Network Security
Database & Business Intelligence
1 8 (66.67%) Data Warehouse
2 6 (50.00%) Big Data
3 4 (33.33%) RDBMS
3 4 (33.33%) Relational Database
4 3 (25.00%) Hadoop
4 3 (25.00%) NoSQL
5 2 (16.67%) SQL Server
5 2 (16.67%) SQL Server 2012
5 2 (16.67%) SQL Server 2014
5 2 (16.67%) SQL Server Analysis Services
5 2 (16.67%) SQL Server Integration Services
5 2 (16.67%) SQL Server Reporting Services
6 1 (8.33%) BigQuery
6 1 (8.33%) Cognos Analysis Studio
6 1 (8.33%) Cognos Framework Manager
6 1 (8.33%) Cognos Report Studio
6 1 (8.33%) DB2
Development Applications
1 2 (16.67%) Team Foundation Server
1 2 (16.67%) Visual Studio
General
1 7 (58.33%) Finance
2 1 (8.33%) Banking
2 1 (8.33%) Marketing
2 1 (8.33%) Retail
2 1 (8.33%) Retail Banking
Job Titles
1 5 (41.67%) Architect
2 4 (33.33%) Data Architect
3 3 (25.00%) Senior Architect
3 3 (25.00%) Senior Data Architect
4 2 (16.67%) Consultant
5 1 (8.33%) Analyst
5 1 (8.33%) Analyst Programmer
5 1 (8.33%) Analytics Consultant
5 1 (8.33%) Business Intelligence Consultant
5 1 (8.33%) Business Intelligence Developer
5 1 (8.33%) Cognos BI Consultant
5 1 (8.33%) Cognos Consultant
5 1 (8.33%) Data Analytics Consultant
5 1 (8.33%) Data Consultant
5 1 (8.33%) Developer
5 1 (8.33%) Programmer
5 1 (8.33%) Senior Consultant
5 1 (8.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (8.33%) RESTful
1 1 (8.33%) SOAP
1 1 (8.33%) Web Services
1 1 (8.33%) XML
Miscellaneous
1 3 (25.00%) Analytical Skills
2 2 (16.67%) Enterprise Software
2 2 (16.67%) Visualisation
3 1 (8.33%) Driving Licence
Processes & Methodologies
1 9 (75.00%) Analytics
1 9 (75.00%) Business Intelligence
2 7 (58.33%) Data Management
3 5 (41.67%) Data Modelling
4 4 (33.33%) Open Source
5 3 (25.00%) Data Architecture
5 3 (25.00%) Data Mapping
5 3 (25.00%) Machine Learning
5 3 (25.00%) Metadata Management
5 3 (25.00%) Predictive Analytics
6 2 (16.67%) Agile Software Development
6 2 (16.67%) Data Analytics
6 2 (16.67%) Data Governance
6 2 (16.67%) E-Commerce
6 2 (16.67%) ETL
6 2 (16.67%) Information Management
6 2 (16.67%) Master Data Management
6 2 (16.67%) People Management
6 2 (16.67%) Project Management
6 2 (16.67%) Risk Management
Programming Languages
1 3 (25.00%) SQL
2 2 (16.67%) C#
2 2 (16.67%) Python
2 2 (16.67%) T-SQL
3 1 (8.33%) R
Qualifications
1 1 (8.33%) Degree
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
Vendors
1 4 (33.33%) Tableau
2 2 (16.67%) Google
2 2 (16.67%) Microsoft
3 1 (8.33%) Cognos
3 1 (8.33%) Oracle
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£65,000 depending on experience.
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 22 days ago
Edinburgh
Cathcart Associates
Salary: £40000 - £55000 per annum + Benefits
Posted: 26 days ago