The table below looks at the statistics for Data Management skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 67 83 82
Rank change year-on-year
+16 -1
Permanent jobs citing Data Management 30 21 27
As % of all permanent IT jobs located in Edinburgh 2.47% 1.45% 1.81%
As % of the Processes & Methodologies category 2.71% 1.59% 2.08%
Number of salaries quoted 20 17 19
Median salary £45,000 £47,500 £55,000
Median salary % change year-on-year
-5.26% -13.63%
90% offered a salary of more than £39,250 £32,600 £37,500
10% offered a salary of more than £66,000 £62,900 £72,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Management
Scotland

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1106 1317 1301
As % of all permanent IT jobs located in Edinburgh 91.03% 90.64% 87.26%
Number of salaries quoted 646 846 864
Median salary £47,500 £44,500 £42,500
Median salary % change year-on-year
+6.74% +4.70%
90% offered a salary of more than £31,500 £32,000 £30,000
10% offered a salary of more than £65,500 £60,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Management
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Edinburgh

Data Management
Salary Trend in Edinburgh

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

Data Management Salary Trend in Edinburgh

Data Management
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Management across the Edinburgh region over the 3 months to 27 July 2016.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 July 2016, IT jobs citing Data Management 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 Management.

1 41 (65.08%) Finance
2 24 (38.10%) SQL
3 21 (33.33%) Business Intelligence
4 18 (28.57%) Analytical Skills
5 15 (23.81%) Data Quality
5 15 (23.81%) Agile Software Development
6 14 (22.22%) ETL
7 13 (20.63%) SAS
7 13 (20.63%) Relational Database
7 13 (20.63%) Analytics
8 12 (19.05%) Visualisation
8 12 (19.05%) Data Warehouse
9 11 (17.46%) Data Integration
10 10 (15.87%) Big Data
10 10 (15.87%) Data Governance
10 10 (15.87%) Fintech
10 10 (15.87%) MS Excel
11 9 (14.29%) Data Modelling
11 9 (14.29%) C#
11 9 (14.29%) QlikView
12 8 (12.70%) SQL Server Integration Services
12 8 (12.70%) Tableau
12 8 (12.70%) BusinessObjects
12 8 (12.70%) Retail
13 7 (11.11%) SQL Server Reporting Services
13 7 (11.11%) Data Analysis
13 7 (11.11%) HTML
13 7 (11.11%) AngularJS
13 7 (11.11%) HTML5
13 7 (11.11%) SQL Server Analysis Services

Data Management
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 13 (20.63%) SAS
2 5 (7.94%) Apache Spark
3 1 (1.59%) Alfresco
3 1 (1.59%) Documentum
3 1 (1.59%) FileNet
3 1 (1.59%) SharePoint
Applications
1 10 (15.87%) MS Excel
2 3 (4.76%) MS PowerPoint
2 3 (4.76%) Stata
3 1 (1.59%) DOC1
3 1 (1.59%) SPSS
Business Applications
1 2 (3.17%) Markit EDM
Cloud Services
1 3 (4.76%) Google Analytics
2 1 (1.59%) Google Cloud Platform
2 1 (1.59%) Office 365
Database & Business Intelligence
1 13 (20.63%) Relational Database
2 12 (19.05%) Data Warehouse
3 10 (15.87%) Big Data
4 9 (14.29%) QlikView
5 8 (12.70%) BusinessObjects
5 8 (12.70%) SQL Server Integration Services
6 7 (11.11%) SQL Server Analysis Services
6 7 (11.11%) SQL Server Reporting Services
7 6 (9.52%) SQL Server
8 4 (6.35%) Hadoop
8 4 (6.35%) MS Access
9 3 (4.76%) Base SAS
9 3 (4.76%) Data Mining
9 3 (4.76%) MongoDB
9 3 (4.76%) PostgreSQL
9 3 (4.76%) SAS Enterprise Guide
9 3 (4.76%) SQL Server 2012
9 3 (4.76%) SQL Server 2014
10 2 (3.17%) SAS Data Integration Studio
11 1 (1.59%) BigQuery
Development Applications
1 4 (6.35%) Talend Open Studio
2 3 (4.76%) Team Foundation Server
2 3 (4.76%) Visual Studio
General
1 41 (65.08%) Finance
2 8 (12.70%) Retail
3 6 (9.52%) Banking
4 4 (6.35%) Retail Banking
5 3 (4.76%) Games
5 3 (4.76%) Marketing
6 1 (1.59%) Back Office
Job Titles
1 22 (34.92%) Developer
2 11 (17.46%) Analyst
3 8 (12.70%) Consultant
4 7 (11.11%) Business Intelligence Developer
5 6 (9.52%) Senior Analyst
6 5 (7.94%) Business Analyst
6 5 (7.94%) Java Developer
6 5 (7.94%) Junior
6 5 (7.94%) Junior Developer
6 5 (7.94%) Junior Java Developer
6 5 (7.94%) Software Engineer
7 4 (6.35%) Business Intelligence Consultant
7 4 (6.35%) Data Analyst
7 4 (6.35%) Database Developer
7 4 (6.35%) Senior Business Analyst
7 4 (6.35%) Senior Technical Analyst
7 4 (6.35%) Senior Technical Business Analyst
7 4 (6.35%) Technical Analyst
7 4 (6.35%) Technical Business Analyst
8 3 (4.76%) QlikView Developer
Libraries, Frameworks & Software Standards
1 7 (11.11%) AngularJS
1 7 (11.11%) HTML
1 7 (11.11%) HTML5
2 5 (7.94%) CSS
2 5 (7.94%) jQuery
2 5 (7.94%) LESS
2 5 (7.94%) Middleware
2 5 (7.94%) REST
3 3 (4.76%) D3.js
4 1 (1.59%) .NET
Miscellaneous
1 18 (28.57%) Analytical Skills
2 12 (19.05%) Visualisation
3 11 (17.46%) Data Integration
4 10 (15.87%) Fintech
5 5 (7.94%) Social Media
6 4 (6.35%) Credit Risk
6 4 (6.35%) Data Structures
6 4 (6.35%) Statistics
7 3 (4.76%) Applied Mathematics
7 3 (4.76%) Computer Science
7 3 (4.76%) Enterprise Software
7 3 (4.76%) Informatics
7 3 (4.76%) Management Information System
7 3 (4.76%) Mathematics
8 2 (3.17%) Data Centre
8 2 (3.17%) Data Extraction
9 1 (1.59%) Smart Energy
9 1 (1.59%) Smart Meter
9 1 (1.59%) Virtual Team
Operating Systems
1 4 (6.35%) Unix
2 1 (1.59%) Windows
Processes & Methodologies
1 21 (33.33%) Business Intelligence
2 15 (23.81%) Agile Software Development
3 14 (22.22%) ETL
4 13 (20.63%) Analytics
5 10 (15.87%) Data Governance
6 9 (14.29%) Data Modelling
7 7 (11.11%) Data Analysis
8 6 (9.52%) Disaster Recovery
8 6 (9.52%) PRINCE2
8 6 (9.52%) Statistical Modelling
9 5 (7.94%) Business Continuity
9 5 (7.94%) Business Continuity Planning
9 5 (7.94%) Change Control
9 5 (7.94%) Master Data Management
9 5 (7.94%) Microservices
9 5 (7.94%) MVC
9 5 (7.94%) SOA
9 5 (7.94%) Software Deployment
9 5 (7.94%) Software Engineering
9 5 (7.94%) Stakeholder Management
Programming Languages
1 24 (38.10%) SQL
2 9 (14.29%) C#
3 6 (9.52%) Java
3 6 (9.52%) R
3 6 (9.52%) VBA
4 5 (7.94%) C++
4 5 (7.94%) JavaScript
4 5 (7.94%) Python
5 3 (4.76%) Scala
5 3 (4.76%) T-SQL
6 2 (3.17%) PL/SQL
6 2 (3.17%) SAS Macro
7 1 (1.59%) VB
7 1 (1.59%) VB.NET
Qualifications
1 4 (6.35%) Degree
1 4 (6.35%) PRINCE2 Practitioner
1 4 (6.35%) Security Cleared
2 2 (3.17%) CISSP
2 2 (3.17%) PRINCE2 Certification
3 1 (1.59%) CISA
3 1 (1.59%) CISM
3 1 (1.59%) CRISC
Quality Assurance & Compliance
1 15 (23.81%) Data Quality
2 5 (7.94%) QA
3 2 (3.17%) ISO/IEC 27001
4 1 (1.59%) PCI DSS
Vendors
1 8 (12.70%) Tableau
2 6 (9.52%) Microsoft
2 6 (9.52%) Oracle
3 4 (6.35%) Cognos
3 4 (6.35%) Talend
4 3 (4.76%) Google
4 3 (4.76%) Greenplum
5 2 (3.17%) IBM
6 1 (1.59%) Informatica
6 1 (1.59%) Kofax
6 1 (1.59%) Laserfiche
6 1 (1.59%) MicroStrategy
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £60,000 per annum
Posted: 6 days ago
Edinburgh, Midlothian
Sanderson
Salary: Excellent Package
Posted: 6 days ago
Edinburgh, Scotland
Edward Carter Solutions
Salary: £70,000 - £75,000 per annum plus allowance, bonus and benefits
Posted: 6 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £70000.00 per annum
Posted: 6 days ago