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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Management
Rank 67 61 76
Rank change year-on-year
-6 +15
Permanent jobs citing Data Management 26 31 40
As % of all permanent IT jobs located in Edinburgh 2.10% 2.30% 2.48%
As % of the Processes & Methodologies category 2.32% 2.59% 2.81%
Number of salaries quoted 15 18 29
Median salary £40,000 £53,000 £60,000
Median salary % change year-on-year
-24.52% -11.66%
90% offered a salary of more than £30,400 £42,000 £43,400
10% offered a salary of more than £57,000 £64,050 £95,000
UK excluding London median salary £45,000 £42,750 £46,625
% change year-on-year
+5.26% -8.31%
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
1121 1199 1421
As % of all permanent IT jobs located in Edinburgh 90.70% 88.95% 87.99%
Number of salaries quoted 672 727 928
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £70,000 £60,300 £60,000
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 30 May 2016.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 May 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 38 (48.72%) ETL
2 34 (43.59%) Finance
3 31 (39.74%) Agile Software Development
4 30 (38.46%) Business Intelligence
5 29 (37.18%) QlikView
6 28 (35.90%) Data Warehouse
7 27 (34.62%) Data Quality
8 26 (33.33%) Visualisation
9 24 (30.77%) SQL Server Integration Services
10 23 (29.49%) SQL Server Reporting Services
10 23 (29.49%) SQL Server Analysis Services
11 22 (28.21%) BusinessObjects
11 22 (28.21%) Cognos
11 22 (28.21%) PRINCE2
12 21 (26.92%) SQL
12 21 (26.92%) Stakeholder Management
13 20 (25.64%) PRINCE2 Practitioner
13 20 (25.64%) Security Cleared
13 20 (25.64%) Enterprise Data Management
13 20 (25.64%) Talend Open Studio
13 20 (25.64%) Talend
13 20 (25.64%) Analytics
14 18 (23.08%) SAS
15 16 (20.51%) Data Modelling
16 14 (17.95%) Data Governance
17 12 (15.38%) Relational Database
17 12 (15.38%) Analytical Skills
18 11 (14.10%) Fintech
18 11 (14.10%) Data Integration
19 10 (12.82%) Hadoop

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 18 (23.08%) SAS
2 4 (5.13%) Apache Spark
3 1 (1.28%) Alfresco
3 1 (1.28%) Documentum
3 1 (1.28%) FileNet
3 1 (1.28%) GeoServer
3 1 (1.28%) SharePoint
Applications
1 10 (12.82%) MS PowerPoint
2 9 (11.54%) MS Excel
3 3 (3.85%) Stata
4 1 (1.28%) DOC1
Business Applications
1 2 (2.56%) Markit EDM
Cloud Services
1 4 (5.13%) Google Analytics
2 1 (1.28%) Google Cloud Platform
2 1 (1.28%) Office 365
Communications & Networking
1 1 (1.28%) NAS
Database & Business Intelligence
1 29 (37.18%) QlikView
2 28 (35.90%) Data Warehouse
3 24 (30.77%) SQL Server Integration Services
4 23 (29.49%) SQL Server Analysis Services
4 23 (29.49%) SQL Server Reporting Services
5 22 (28.21%) BusinessObjects
6 12 (15.38%) Relational Database
7 10 (12.82%) Hadoop
8 8 (10.26%) SQL Server
9 6 (7.69%) Big Data
10 5 (6.41%) Base SAS
10 5 (6.41%) SAS Enterprise Guide
11 4 (5.13%) MongoDB
11 4 (5.13%) PostgreSQL
11 4 (5.13%) SQL Server 2012
11 4 (5.13%) SQL Server 2014
12 3 (3.85%) Data Mining
13 2 (2.56%) DataStage
13 2 (2.56%) MS Access
13 2 (2.56%) PowerCenter
Development Applications
1 20 (25.64%) Talend Open Studio
2 4 (5.13%) Team Foundation Server
2 4 (5.13%) Visual Studio
3 2 (2.56%) Git (software)
3 2 (2.56%) Subversion
General
1 34 (43.59%) Finance
2 8 (10.26%) Banking
3 4 (5.13%) Retail
4 3 (3.85%) Games
5 1 (1.28%) Automotive
5 1 (1.28%) Back Office
5 1 (1.28%) Marketing
5 1 (1.28%) Pharmaceutical
5 1 (1.28%) Telecoms
Job Titles
1 43 (55.13%) Developer
2 23 (29.49%) Business Intelligence Developer
2 23 (29.49%) Consultant
3 20 (25.64%) Business Intelligence Consultant
4 9 (11.54%) Analyst
5 7 (8.97%) QlikView Developer
6 5 (6.41%) Java Developer
6 5 (6.41%) Junior
6 5 (6.41%) Junior Developer
6 5 (6.41%) Junior Java Developer
7 4 (5.13%) SAS Analyst
7 4 (5.13%) Senior Developer
8 3 (3.85%) Architect
8 3 (3.85%) Data Analyst
8 3 (3.85%) Data Integration Specialist
8 3 (3.85%) Data Scientist
8 3 (3.85%) Integration Specialist
8 3 (3.85%) Project Manager
9 2 (2.56%) Senior QlikView Developer
9 2 (2.56%) Technical Developer
Libraries, Frameworks & Software Standards
1 4 (5.13%) AngularJS
1 4 (5.13%) HTML
1 4 (5.13%) HTML5
2 3 (3.85%) D3.js
3 2 (2.56%) .NET
3 2 (2.56%) CSS
3 2 (2.56%) jQuery
3 2 (2.56%) LESS
3 2 (2.56%) Middleware
3 2 (2.56%) REST
4 1 (1.28%) Ajax
4 1 (1.28%) PostGIS
4 1 (1.28%) SOAP
4 1 (1.28%) XML
Miscellaneous
1 26 (33.33%) Visualisation
2 12 (15.38%) Analytical Skills
3 11 (14.10%) Data Integration
3 11 (14.10%) Fintech
4 9 (11.54%) Management Information System
5 4 (5.13%) Computer Science
6 3 (3.85%) Applied Mathematics
6 3 (3.85%) Credit Risk
6 3 (3.85%) Enterprise Software
6 3 (3.85%) Informatics
6 3 (3.85%) Mathematics
6 3 (3.85%) Statistics
7 2 (2.56%) Data Centre
7 2 (2.56%) Data Structures
7 2 (2.56%) EMC VNX
7 2 (2.56%) Social Media
8 1 (1.28%) Data Extraction
8 1 (1.28%) Remote Sensing
8 1 (1.28%) Smart Energy
8 1 (1.28%) Smart Meter
Operating Systems
1 5 (6.41%) Unix
2 3 (3.85%) Linux
3 2 (2.56%) Windows
4 1 (1.28%) Red Hat Enterprise Linux
Processes & Methodologies
1 38 (48.72%) ETL
2 31 (39.74%) Agile Software Development
3 30 (38.46%) Business Intelligence
4 22 (28.21%) PRINCE2
5 21 (26.92%) Stakeholder Management
6 20 (25.64%) Analytics
6 20 (25.64%) Enterprise Data Management
7 16 (20.51%) Data Modelling
8 14 (17.95%) Data Governance
9 9 (11.54%) Dashboard Development
9 9 (11.54%) Data Analysis
10 8 (10.26%) Anti-Money Laundering
11 7 (8.97%) Technical Analysis
11 7 (8.97%) Workflow
12 6 (7.69%) Master Data Management
12 6 (7.69%) Statistical Modelling
13 5 (6.41%) Risk Management
14 4 (5.13%) Business Analysis
14 4 (5.13%) Disaster Recovery
14 4 (5.13%) Scrum
Programming Languages
1 21 (26.92%) SQL
2 7 (8.97%) C#
2 7 (8.97%) R
3 5 (6.41%) Java
4 4 (5.13%) PL/SQL
4 4 (5.13%) Python
4 4 (5.13%) VBA
5 3 (3.85%) C++
5 3 (3.85%) JavaScript
5 3 (3.85%) Scala
5 3 (3.85%) T-SQL
6 2 (2.56%) SAS Macro
7 1 (1.28%) MATLAB
7 1 (1.28%) PHP
7 1 (1.28%) VB.NET
Qualifications
1 20 (25.64%) PRINCE2 Practitioner
1 20 (25.64%) Security Cleared
2 4 (5.13%) Degree
3 2 (2.56%) PRINCE2 Certification
4 1 (1.28%) CISSP
Quality Assurance & Compliance
1 27 (34.62%) Data Quality
2 3 (3.85%) QA
3 1 (1.28%) ISO/IEC 27001
3 1 (1.28%) PCI DSS
System Software
1 2 (2.56%) VMware Infrastructure
Systems Management
1 2 (2.56%) Puppet
Vendors
1 22 (28.21%) Cognos
2 20 (25.64%) Talend
3 8 (10.26%) Oracle
3 8 (10.26%) Tableau
4 7 (8.97%) Microsoft
5 4 (5.13%) Google
6 3 (3.85%) Greenplum
6 3 (3.85%) IBM
7 2 (2.56%) Informatica
7 2 (2.56%) Red Hat
7 2 (2.56%) VMware
8 1 (1.28%) Kofax
8 1 (1.28%) Laserfiche
8 1 (1.28%) MicroStrategy
Edinburgh
Capita Internal Resourcing
Posted: 5 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 5 days ago
Edinburgh
Churchill Frank International
Salary: £45000 - £50000 per annum + Negotiable
Posted: 11 days ago
Edinburgh
Capita Internal Resourcing
Posted: 7 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £28000.00 - £35000.00 per annum
Posted: 26 days ago