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

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Management
Rank 59 86 84
Rank change year-on-year
+27 -2
Permanent jobs citing Data Management 33 25 23
As % of all permanent IT jobs located in Edinburgh 2.71% 1.58% 1.57%
As % of the Processes & Methodologies category 2.97% 1.76% 1.80%
Number of salaries quoted 26 22 15
Median salary £60,000 £47,500 £47,500
Median salary % change year-on-year
+26.31% -
90% offered a salary of more than £35,000 £38,950 £36,000
10% offered a salary of more than £73,750 £63,950 £60,000
UK excluding London median salary £47,500 £45,000 £47,500
% change year-on-year
+5.55% -5.26%
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
1110 1422 1277
As % of all permanent IT jobs located in Edinburgh 91.06% 90.11% 86.99%
Number of salaries quoted 755 907 842
Median salary £50,000 £45,000 £42,000
Median salary % change year-on-year
+11.11% +7.14%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 31 August 2016.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 August 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 (62.71%) Finance
2 23 (38.98%) SQL
3 21 (35.59%) Business Intelligence
4 18 (30.51%) Analytical Skills
5 14 (23.73%) Data Governance
6 13 (22.03%) Retail
7 11 (18.64%) People Management
8 10 (16.95%) Data Quality
8 10 (16.95%) Banking
8 10 (16.95%) Data Analysis
8 10 (16.95%) Stakeholder Management
9 9 (15.25%) SAS
9 9 (15.25%) C#
10 8 (13.56%) SAP
10 8 (13.56%) SAP MDM
10 8 (13.56%) Retail Banking
10 8 (13.56%) Matrix Management
10 8 (13.56%) Analytics
10 8 (13.56%) Information Architecture
10 8 (13.56%) Mentoring
10 8 (13.56%) Coaching
10 8 (13.56%) Infrastructure Management
10 8 (13.56%) Matrix Organization
11 7 (11.86%) Relational Database
11 7 (11.86%) Social Media
11 7 (11.86%) Agile Software Development
11 7 (11.86%) MS Excel
11 7 (11.86%) Data Warehouse
12 6 (10.17%) Data Modelling
12 6 (10.17%) VBA

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 9 (15.25%) SAS
2 2 (3.39%) Apache Spark
2 2 (3.39%) WordPress
Applications
1 7 (11.86%) MS Excel
2 2 (3.39%) Adobe Illustrator
2 2 (3.39%) InDesign
2 2 (3.39%) MS PowerPoint
2 2 (3.39%) Photoshop
3 1 (1.69%) SPSS
Business Applications
1 8 (13.56%) SAP MDM
2 2 (3.39%) Markit EDM
3 1 (1.69%) Dynamics CRM
Cloud Services
1 3 (5.08%) Google Analytics
2 1 (1.69%) Google Cloud Platform
Database & Business Intelligence
1 7 (11.86%) Data Warehouse
1 7 (11.86%) Relational Database
2 6 (10.17%) Big Data
3 4 (6.78%) BusinessObjects
3 4 (6.78%) MS Access
3 4 (6.78%) QlikView
3 4 (6.78%) SQL Server Integration Services
4 3 (5.08%) Base SAS
4 3 (5.08%) SAS Enterprise Guide
4 3 (5.08%) SQL Server
4 3 (5.08%) SQL Server 2012
4 3 (5.08%) SQL Server 2014
4 3 (5.08%) SQL Server Analysis Services
4 3 (5.08%) SQL Server Reporting Services
5 2 (3.39%) SAS Data Integration Studio
6 1 (1.69%) BigQuery
6 1 (1.69%) GIS
6 1 (1.69%) SAS EBI
Development Applications
1 3 (5.08%) Team Foundation Server
1 3 (5.08%) Visual Studio
General
1 37 (62.71%) Finance
2 13 (22.03%) Retail
3 10 (16.95%) Banking
4 8 (13.56%) Retail Banking
5 5 (8.47%) Marketing
6 2 (3.39%) Advertising
6 2 (3.39%) Telecoms
7 1 (1.69%) Back Office
Job Titles
1 14 (23.73%) Developer
2 13 (22.03%) Analyst
3 10 (16.95%) Senior Analyst
4 8 (13.56%) Business Analyst
4 8 (13.56%) Senior Business Analyst
4 8 (13.56%) Senior Technical Analyst
4 8 (13.56%) Senior Technical Business Analyst
4 8 (13.56%) Technical Analyst
4 8 (13.56%) Technical Business Analyst
5 7 (11.86%) Data Manager
6 6 (10.17%) Master Data Manager
6 6 (10.17%) SAP Data Manager
6 6 (10.17%) SAP Manager
6 6 (10.17%) SAP Master Data Manager
7 5 (8.47%) Software Engineer
8 4 (6.78%) Database Developer
9 3 (5.08%) Data Analyst
9 3 (5.08%) Java Developer
9 3 (5.08%) Junior Developer
9 3 (5.08%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 6 (10.17%) AngularJS
1 6 (10.17%) HTML
1 6 (10.17%) HTML5
2 5 (8.47%) CSS
2 5 (8.47%) jQuery
2 5 (8.47%) LESS
2 5 (8.47%) Middleware
2 5 (8.47%) REST
3 1 (1.69%) .NET
Miscellaneous
1 18 (30.51%) Analytical Skills
2 7 (11.86%) Social Media
3 5 (8.47%) Data Integration
3 5 (8.47%) Visualisation
4 4 (6.78%) Credit Risk
4 4 (6.78%) Data Structures
5 3 (5.08%) Enterprise Software
5 3 (5.08%) Fintech
6 2 (3.39%) Blog
6 2 (3.39%) Copywriting
6 2 (3.39%) Data Centre
6 2 (3.39%) Data Extraction
6 2 (3.39%) Management Information System
7 1 (1.69%) Smart Energy
7 1 (1.69%) Smart Meter
7 1 (1.69%) Statistics
Processes & Methodologies
1 21 (35.59%) Business Intelligence
2 14 (23.73%) Data Governance
3 11 (18.64%) People Management
4 10 (16.95%) Data Analysis
4 10 (16.95%) Stakeholder Management
5 8 (13.56%) Analytics
5 8 (13.56%) Coaching
5 8 (13.56%) Information Architecture
5 8 (13.56%) Infrastructure Management
5 8 (13.56%) Matrix Management
5 8 (13.56%) Matrix Organization
5 8 (13.56%) Mentoring
6 7 (11.86%) Agile Software Development
7 6 (10.17%) Data Modelling
8 5 (8.47%) Business Continuity
8 5 (8.47%) Change Control
8 5 (8.47%) Disaster Recovery
8 5 (8.47%) MVC
8 5 (8.47%) SOA
8 5 (8.47%) Software Engineering
Programming Languages
1 23 (38.98%) SQL
2 9 (15.25%) C#
3 6 (10.17%) VBA
4 5 (8.47%) C++
4 5 (8.47%) JavaScript
5 4 (6.78%) Java
6 3 (5.08%) R
6 3 (5.08%) T-SQL
7 2 (3.39%) Python
7 2 (3.39%) SAS Macro
8 1 (1.69%) VB
8 1 (1.69%) VB.NET
Qualifications
1 2 (3.39%) PRINCE2 Certification
2 1 (1.69%) CISA
2 1 (1.69%) CISM
2 1 (1.69%) CISSP
2 1 (1.69%) CRISC
2 1 (1.69%) Degree
Quality Assurance & Compliance
1 10 (16.95%) Data Quality
2 5 (8.47%) QA
3 1 (1.69%) ISO/IEC 27001
3 1 (1.69%) PCI DSS
3 1 (1.69%) SLA
Vendors
1 8 (13.56%) SAP
2 5 (8.47%) Tableau
3 3 (5.08%) Google
3 3 (5.08%) Microsoft
4 2 (3.39%) Adobe
4 2 (3.39%) Facebook
4 2 (3.39%) Hootsuite
4 2 (3.39%) Pardot
4 2 (3.39%) Salesforce.com
4 2 (3.39%) Twitter
5 1 (1.69%) IBM
5 1 (1.69%) MicroStrategy
Edinburgh
Cathcart Associates
Salary: £25000 - £35000 per annum + Benefits
Posted: 9 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Edinburgh
Real Staffing
Salary: £60000 - £70000 per annum + benefits & bonus
Posted: 27 days ago