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

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Management
Rank 70 74 80
Rank change year-on-year
+4 +6
Permanent jobs citing Data Management 26 26 35
As % of all permanent IT jobs located in Edinburgh 2.18% 1.87% 2.19%
As % of the Processes & Methodologies category 2.41% 2.10% 2.49%
Number of salaries quoted 15 19 24
Median salary £42,500 £47,500 £57,500
Median salary % change year-on-year
-10.52% -17.39%
90% offered a salary of more than £35,500 £35,000 £42,025
10% offered a salary of more than £65,000 £61,500 £95,000
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
1081 1240 1408
As % of all permanent IT jobs located in Edinburgh 90.54% 89.14% 88.22%
Number of salaries quoted 617 760 910
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 £60,000 £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 27 June 2016.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 June 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 37 (51.39%) Finance
2 26 (36.11%) ETL
3 23 (31.94%) Business Intelligence
3 23 (31.94%) SQL
3 23 (31.94%) Agile Software Development
4 21 (29.17%) Data Quality
5 20 (27.78%) Data Warehouse
6 18 (25.00%) Visualisation
6 18 (25.00%) QlikView
7 17 (23.61%) SAS
8 16 (22.22%) BusinessObjects
8 16 (22.22%) SQL Server Integration Services
8 16 (22.22%) Analytics
9 15 (20.83%) SQL Server Analysis Services
9 15 (20.83%) SQL Server Reporting Services
10 14 (19.44%) PRINCE2
10 14 (19.44%) Cognos
10 14 (19.44%) Analytical Skills
11 13 (18.06%) Relational Database
11 13 (18.06%) Data Modelling
11 13 (18.06%) Stakeholder Management
12 12 (16.67%) Enterprise Data Management
12 12 (16.67%) PRINCE2 Practitioner
12 12 (16.67%) Security Cleared
12 12 (16.67%) Talend Open Studio
12 12 (16.67%) Talend
13 11 (15.28%) Data Integration
13 11 (15.28%) Fintech
13 11 (15.28%) MS Excel
14 10 (13.89%) Data Governance

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 17 (23.61%) SAS
2 3 (4.17%) Apache Spark
3 1 (1.39%) Alfresco
3 1 (1.39%) Documentum
3 1 (1.39%) FileNet
3 1 (1.39%) SharePoint
Applications
1 11 (15.28%) MS Excel
2 6 (8.33%) MS PowerPoint
3 3 (4.17%) Stata
4 1 (1.39%) DOC1
4 1 (1.39%) SPSS
Business Applications
1 2 (2.78%) Markit EDM
Cloud Services
1 4 (5.56%) Google Analytics
2 1 (1.39%) Google Cloud Platform
2 1 (1.39%) Office 365
Communications & Networking
1 1 (1.39%) NAS
Database & Business Intelligence
1 20 (27.78%) Data Warehouse
2 18 (25.00%) QlikView
3 16 (22.22%) BusinessObjects
3 16 (22.22%) SQL Server Integration Services
4 15 (20.83%) SQL Server Analysis Services
4 15 (20.83%) SQL Server Reporting Services
5 13 (18.06%) Relational Database
6 8 (11.11%) SQL Server
7 7 (9.72%) Big Data
7 7 (9.72%) Hadoop
8 4 (5.56%) Base SAS
8 4 (5.56%) MS Access
8 4 (5.56%) SAS Enterprise Guide
8 4 (5.56%) SQL Server 2012
8 4 (5.56%) SQL Server 2014
9 3 (4.17%) Data Mining
9 3 (4.17%) MongoDB
9 3 (4.17%) PostgreSQL
10 2 (2.78%) IBM InfoSphere
10 2 (2.78%) SAS Data Integration Studio
Development Applications
1 12 (16.67%) Talend Open Studio
2 4 (5.56%) Team Foundation Server
2 4 (5.56%) Visual Studio
3 2 (2.78%) Git (software)
3 2 (2.78%) Subversion
General
1 37 (51.39%) Finance
2 5 (6.94%) Banking
3 4 (5.56%) Retail
4 3 (4.17%) Games
4 3 (4.17%) Marketing
5 1 (1.39%) Automotive
5 1 (1.39%) Back Office
5 1 (1.39%) Pharmaceutical
5 1 (1.39%) Telecoms
Job Titles
1 34 (47.22%) Developer
2 16 (22.22%) Consultant
3 15 (20.83%) Business Intelligence Developer
4 12 (16.67%) Business Intelligence Consultant
5 9 (12.50%) Analyst
6 5 (6.94%) Java Developer
6 5 (6.94%) Junior
6 5 (6.94%) Junior Developer
6 5 (6.94%) Junior Java Developer
7 4 (5.56%) Architect
7 4 (5.56%) Data Analyst
7 4 (5.56%) Database Developer
7 4 (5.56%) QlikView Developer
7 4 (5.56%) Senior Developer
7 4 (5.56%) Software Engineer
8 3 (4.17%) Data Integration Specialist
8 3 (4.17%) Data Scientist
8 3 (4.17%) Integration Specialist
8 3 (4.17%) Project Manager
8 3 (4.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (8.33%) AngularJS
1 6 (8.33%) HTML
1 6 (8.33%) HTML5
2 4 (5.56%) CSS
2 4 (5.56%) jQuery
2 4 (5.56%) LESS
2 4 (5.56%) Middleware
2 4 (5.56%) REST
3 3 (4.17%) D3.js
4 1 (1.39%) .NET
Miscellaneous
1 18 (25.00%) Visualisation
2 14 (19.44%) Analytical Skills
3 11 (15.28%) Data Integration
3 11 (15.28%) Fintech
4 6 (8.33%) Management Information System
5 4 (5.56%) Credit Risk
5 4 (5.56%) Data Structures
5 4 (5.56%) Social Media
5 4 (5.56%) Statistics
5 4 (5.56%) Virtual Team
6 3 (4.17%) Applied Mathematics
6 3 (4.17%) Computer Science
6 3 (4.17%) Enterprise Software
6 3 (4.17%) Informatics
6 3 (4.17%) Mathematics
7 2 (2.78%) Data Centre
7 2 (2.78%) Data Extraction
7 2 (2.78%) EMC VNX
8 1 (1.39%) Smart Energy
8 1 (1.39%) Smart Meter
Operating Systems
1 4 (5.56%) Unix
2 2 (2.78%) Linux
3 1 (1.39%) Red Hat Enterprise Linux
3 1 (1.39%) Windows
Processes & Methodologies
1 26 (36.11%) ETL
2 23 (31.94%) Agile Software Development
2 23 (31.94%) Business Intelligence
3 16 (22.22%) Analytics
4 14 (19.44%) PRINCE2
5 13 (18.06%) Data Modelling
5 13 (18.06%) Stakeholder Management
6 12 (16.67%) Enterprise Data Management
7 10 (13.89%) Data Governance
8 6 (8.33%) Dashboard Development
8 6 (8.33%) Data Analysis
8 6 (8.33%) Disaster Recovery
8 6 (8.33%) Master Data Management
8 6 (8.33%) Statistical Modelling
9 5 (6.94%) Change Control
9 5 (6.94%) Risk Management
10 4 (5.56%) Anti-Money Laundering
10 4 (5.56%) Data Visualisation
10 4 (5.56%) Software Deployment
10 4 (5.56%) User Acceptance Testing
Programming Languages
1 23 (31.94%) SQL
2 9 (12.50%) C#
3 6 (8.33%) Java
3 6 (8.33%) R
3 6 (8.33%) VBA
4 4 (5.56%) C++
4 4 (5.56%) JavaScript
4 4 (5.56%) PL/SQL
5 3 (4.17%) Python
5 3 (4.17%) Scala
5 3 (4.17%) T-SQL
6 2 (2.78%) SAS Macro
7 1 (1.39%) VB
7 1 (1.39%) VB.NET
Qualifications
1 12 (16.67%) PRINCE2 Practitioner
1 12 (16.67%) Security Cleared
2 5 (6.94%) Degree
3 2 (2.78%) PRINCE2 Certification
4 1 (1.39%) CISSP
Quality Assurance & Compliance
1 21 (29.17%) Data Quality
2 5 (6.94%) QA
3 1 (1.39%) ISO/IEC 27001
3 1 (1.39%) PCI DSS
System Software
1 2 (2.78%) VMware Infrastructure
Systems Management
1 2 (2.78%) Puppet
Vendors
1 14 (19.44%) Cognos
2 12 (16.67%) Talend
3 8 (11.11%) Oracle
4 7 (9.72%) Microsoft
4 7 (9.72%) Tableau
5 4 (5.56%) Google
6 3 (4.17%) Greenplum
6 3 (4.17%) IBM
7 2 (2.78%) Informatica
7 2 (2.78%) Red Hat
7 2 (2.78%) VMware
8 1 (1.39%) Kofax
8 1 (1.39%) Laserfiche
8 1 (1.39%) MicroStrategy
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 7 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
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Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £45,000 per annum
Posted: 6 days ago
Edinburgh, Midlothian
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Salary: Up to £60,000 per annum
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Edinburgh
Real Staffing
Salary: £35000 - £51000 per annum + competitive benefits
Posted: 25 days ago