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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 67 54 77
Rank change year-on-year
-13 +23
Permanent jobs citing Data Management 27 56 31
As % of all permanent IT jobs located in Edinburgh 2.47% 3.86% 2.10%
As % of the Processes & Methodologies category 2.72% 4.26% 2.34%
Number of salaries quoted 23 43 20
Median salary £45,000 £47,500 £41,000
Median salary % change year-on-year
-5.26% +15.85%
90% offered a salary of more than £30,500 £44,200 £32,500
10% offered a salary of more than £72,500 £65,000 £70,500
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
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
994 1316 1323
As % of all permanent IT jobs located in Edinburgh 90.86% 90.76% 89.76%
Number of salaries quoted 637 821 891
Median salary £47,500 £45,000 £43,000
Median salary % change year-on-year
+5.55% +4.65%
90% offered a salary of more than £34,169 £32,500 £30,000
10% offered a salary of more than £71,500 £60,000 £62,500
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 7 December 2016.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 7 December 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 32 (53.33%) Finance
2 19 (31.67%) Business Intelligence
2 19 (31.67%) Analytical Skills
3 18 (30.00%) SQL
4 16 (26.67%) Data Warehouse
4 16 (26.67%) Stakeholder Management
4 16 (26.67%) Data Governance
5 14 (23.33%) People Management
6 12 (20.00%) SAP
6 12 (20.00%) Agile Software Development
6 12 (20.00%) Analytics
6 12 (20.00%) Information Architecture
6 12 (20.00%) Mentoring
6 12 (20.00%) Coaching
7 11 (18.33%) Banking
8 10 (16.67%) Retail
8 10 (16.67%) Data Analysis
9 9 (15.00%) SAP MDM
9 9 (15.00%) Retail Banking
9 9 (15.00%) Marketing
9 9 (15.00%) Matrix Management
9 9 (15.00%) C#
9 9 (15.00%) Matrix Organization
9 9 (15.00%) Social Media
9 9 (15.00%) Waterfall
9 9 (15.00%) Big Data
10 8 (13.33%) Infrastructure Management
10 8 (13.33%) Data Modelling
11 7 (11.67%) Data Integration
11 7 (11.67%) Data Architecture

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 6 (10.00%) WordPress
2 3 (5.00%) SAS
3 2 (3.33%) Apache Spark
Applications
1 6 (10.00%) Adobe Illustrator
1 6 (10.00%) InDesign
1 6 (10.00%) Photoshop
2 5 (8.33%) MS Excel
3 2 (3.33%) MS Visio
3 2 (3.33%) SPSS
4 1 (1.67%) MS Office
Business Applications
1 9 (15.00%) SAP MDM
2 1 (1.67%) Dynamics CRM
Cloud Services
1 2 (3.33%) Google Analytics
2 1 (1.67%) Google Cloud Platform
Communications & Networking
1 1 (1.67%) SMS
Database & Business Intelligence
1 16 (26.67%) Data Warehouse
2 9 (15.00%) Big Data
3 4 (6.67%) Hadoop
3 4 (6.67%) Relational Database
4 3 (5.00%) MS Access
4 3 (5.00%) NoSQL
4 3 (5.00%) RDBMS
4 3 (5.00%) SQL Server Integration Services
5 2 (3.33%) SQL Server
5 2 (3.33%) SQL Server 2012
5 2 (3.33%) SQL Server 2014
5 2 (3.33%) SQL Server Analysis Services
5 2 (3.33%) SQL Server Reporting Services
6 1 (1.67%) BigQuery
6 1 (1.67%) BusinessObjects
6 1 (1.67%) Data Mining
Development Applications
1 6 (10.00%) Selenium
2 2 (3.33%) Team Foundation Server
2 2 (3.33%) Visual Studio
3 1 (1.67%) ERwin
General
1 32 (53.33%) Finance
2 11 (18.33%) Banking
3 10 (16.67%) Retail
4 9 (15.00%) Marketing
4 9 (15.00%) Retail Banking
5 6 (10.00%) Advertising
5 6 (10.00%) Telecoms
6 1 (1.67%) Financial Institution
Job Titles
1 13 (21.67%) Analyst
2 9 (15.00%) Data Manager
3 8 (13.33%) Business Analyst
3 8 (13.33%) Senior Analyst
3 8 (13.33%) Senior Business Analyst
3 8 (13.33%) Senior Technical Analyst
3 8 (13.33%) Senior Technical Business Analyst
3 8 (13.33%) Technical Analyst
3 8 (13.33%) Technical Business Analyst
4 7 (11.67%) Master Data Manager
4 7 (11.67%) SAP Data Manager
4 7 (11.67%) SAP Manager
4 7 (11.67%) SAP Master Data Manager
5 6 (10.00%) Marketing Manager
6 5 (8.33%) Architect
6 5 (8.33%) Consultant
6 5 (8.33%) Head of Data Management
7 4 (6.67%) Applications Engineer
7 4 (6.67%) Senior Architect
7 4 (6.67%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 4 (6.67%) .NET
2 3 (5.00%) AngularJS
2 3 (5.00%) CSS
2 3 (5.00%) HTML
2 3 (5.00%) HTML5
2 3 (5.00%) jQuery
2 3 (5.00%) LESS
2 3 (5.00%) Middleware
2 3 (5.00%) REST
Miscellaneous
1 19 (31.67%) Analytical Skills
2 9 (15.00%) Social Media
3 7 (11.67%) Data Integration
4 6 (10.00%) Blog
4 6 (10.00%) Copywriting
5 4 (6.67%) Visualisation
6 2 (3.33%) Data Structures
6 2 (3.33%) Enterprise Software
6 2 (3.33%) Management Information System
6 2 (3.33%) Statistics
6 2 (3.33%) Virtual Team
7 1 (1.67%) Credit Risk
7 1 (1.67%) Data Extraction
Processes & Methodologies
1 19 (31.67%) Business Intelligence
2 16 (26.67%) Data Governance
2 16 (26.67%) Stakeholder Management
3 14 (23.33%) People Management
4 12 (20.00%) Agile Software Development
4 12 (20.00%) Analytics
4 12 (20.00%) Coaching
4 12 (20.00%) Information Architecture
4 12 (20.00%) Mentoring
5 10 (16.67%) Data Analysis
6 9 (15.00%) Matrix Management
6 9 (15.00%) Matrix Organization
6 9 (15.00%) Waterfall
7 8 (13.33%) Data Modelling
7 8 (13.33%) Infrastructure Management
8 7 (11.67%) Data Architecture
9 6 (10.00%) B2B
9 6 (10.00%) Integration Testing
9 6 (10.00%) Test Automation
9 6 (10.00%) Test Strategy
Programming Languages
1 18 (30.00%) SQL
2 9 (15.00%) C#
3 4 (6.67%) C++
4 3 (5.00%) JavaScript
5 2 (3.33%) Java
5 2 (3.33%) Python
5 2 (3.33%) T-SQL
6 1 (1.67%) R
6 1 (1.67%) VB
6 1 (1.67%) VBA
Qualifications
1 4 (6.67%) ISEB
2 1 (1.67%) CISA
2 1 (1.67%) CISM
2 1 (1.67%) CISSP
2 1 (1.67%) CRISC
2 1 (1.67%) Degree
Quality Assurance & Compliance
1 7 (11.67%) Data Quality
2 3 (5.00%) QA
3 1 (1.67%) ISO/IEC 27001
3 1 (1.67%) PCI DSS
3 1 (1.67%) SLA
System Software
1 1 (1.67%) Hyper-V
Systems Management
1 4 (6.67%) HP Quality Center
2 1 (1.67%) Systems Management Server (SMS)
Vendors
1 12 (20.00%) SAP
2 6 (10.00%) Adobe
2 6 (10.00%) Facebook
2 6 (10.00%) Hootsuite
2 6 (10.00%) Pardot
2 6 (10.00%) Salesforce.com
2 6 (10.00%) Twitter
3 5 (8.33%) Tableau
4 4 (6.67%) HP
5 2 (3.33%) Google
5 2 (3.33%) Microsoft
6 1 (1.67%) IBM
6 1 (1.67%) Teradata
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 21 days ago