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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Management
Scotland / Edinburgh
Rank 73 37 69
Rank change year-on-year
-36 +32
Permanent jobs citing Data Management 17 61 36
As % of all permanent IT jobs located in Edinburgh 1.60% 4.75% 2.66%
As % of the Processes & Methodologies category 1.76% 5.19% 3.01%
Number of salaries quoted 14 50 25
Median salary £65,750 £47,500 £42,500
Median salary % change year-on-year
+38.42% +11.76%
90% offered a salary of more than £45,750 £47,250 £36,000
10% offered a salary of more than £72,200 £65,000 £73,000
UK excluding London median salary £50,000 £47,500 £46,500
% change year-on-year
+5.26% +2.15%

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
968 1176 1195
As % of all permanent IT jobs located in Edinburgh 91.32% 91.59% 88.32%
Number of salaries quoted 614 799 792
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £34,834 £35,000 £32,500
10% offered a salary of more than £67,500 £61,500 £64,000
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 21 January 2017.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 January 2017, 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 29 (53.70%) Finance
2 18 (33.33%) Data Warehouse
3 16 (29.63%) Stakeholder Management
4 15 (27.78%) Business Intelligence
4 15 (27.78%) Data Governance
5 14 (25.93%) Analytics
5 14 (25.93%) People Management
5 14 (25.93%) Agile Software Development
6 13 (24.07%) Analytical Skills
7 12 (22.22%) Mentoring
7 12 (22.22%) Coaching
7 12 (22.22%) Information Architecture
7 12 (22.22%) SAP
7 12 (22.22%) SQL
8 10 (18.52%) Big Data
9 9 (16.67%) Waterfall
9 9 (16.67%) Matrix Organization
9 9 (16.67%) C#
9 9 (16.67%) Data Modelling
9 9 (16.67%) SAP MDM
9 9 (16.67%) Matrix Management
9 9 (16.67%) Data Integration
9 9 (16.67%) Data Architecture
10 8 (14.81%) Marketing
11 7 (12.96%) .NET
11 7 (12.96%) Scrum
12 6 (11.11%) Test Strategy
12 6 (11.11%) Facebook
12 6 (11.11%) Twitter
12 6 (11.11%) Pardot

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 (11.11%) WordPress
2 2 (3.70%) Apache Spark
3 1 (1.85%) SAS
Applications
1 6 (11.11%) Adobe Illustrator
1 6 (11.11%) InDesign
1 6 (11.11%) Photoshop
2 4 (7.41%) MS Excel
3 2 (3.70%) MS Visio
4 1 (1.85%) MS Office
4 1 (1.85%) SPSS
Business Applications
1 9 (16.67%) SAP MDM
2 3 (5.56%) Markit EDM
3 1 (1.85%) Dynamics CRM
Cloud Services
1 2 (3.70%) Google Analytics
2 1 (1.85%) Google Cloud Platform
Communications & Networking
1 1 (1.85%) SMS
Database & Business Intelligence
1 18 (33.33%) Data Warehouse
2 10 (18.52%) Big Data
3 6 (11.11%) Hadoop
4 5 (9.26%) NoSQL
4 5 (9.26%) RDBMS
4 5 (9.26%) Relational Database
4 5 (9.26%) SQL Server
5 3 (5.56%) SQL Server Integration Services
6 2 (3.70%) MS Access
6 2 (3.70%) SQL Server 2012
6 2 (3.70%) SQL Server 2014
6 2 (3.70%) SQL Server Analysis Services
6 2 (3.70%) SQL Server Reporting Services
7 1 (1.85%) BigQuery
7 1 (1.85%) Data Mining
Development Applications
1 6 (11.11%) Selenium
2 5 (9.26%) Team Foundation Server
2 5 (9.26%) Visual Studio
3 1 (1.85%) ERwin
General
1 29 (53.70%) Finance
2 8 (14.81%) Marketing
3 6 (11.11%) Advertising
3 6 (11.11%) Banking
3 6 (11.11%) Retail
3 6 (11.11%) Telecoms
4 5 (9.26%) Retail Banking
5 1 (1.85%) Financial Institution
Job Titles
1 9 (16.67%) Data Manager
2 8 (14.81%) Analyst
3 7 (12.96%) Master Data Manager
3 7 (12.96%) SAP Data Manager
3 7 (12.96%) SAP Manager
3 7 (12.96%) SAP Master Data Manager
4 6 (11.11%) Architect
4 6 (11.11%) Data Architect
4 6 (11.11%) Marketing Manager
4 6 (11.11%) Senior Architect
4 6 (11.11%) Senior Data Architect
5 5 (9.26%) Consultant
5 5 (9.26%) Head of Data Management
6 4 (7.41%) Applications Engineer
6 4 (7.41%) Business Analyst
6 4 (7.41%) Developer
6 4 (7.41%) Senior Analyst
6 4 (7.41%) Senior Business Analyst
6 4 (7.41%) Senior Technical Business Analyst
6 4 (7.41%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 7 (12.96%) .NET
2 3 (5.56%) ASP.NET
Miscellaneous
1 13 (24.07%) Analytical Skills
2 9 (16.67%) Data Integration
3 6 (11.11%) Blog
3 6 (11.11%) Copywriting
3 6 (11.11%) Social Media
4 3 (5.56%) Visualisation
5 2 (3.70%) Enterprise Software
5 2 (3.70%) Management Information System
5 2 (3.70%) Virtual Team
6 1 (1.85%) Data Structures
6 1 (1.85%) Statistics
Processes & Methodologies
1 16 (29.63%) Stakeholder Management
2 15 (27.78%) Business Intelligence
2 15 (27.78%) Data Governance
3 14 (25.93%) Agile Software Development
3 14 (25.93%) Analytics
3 14 (25.93%) People Management
4 12 (22.22%) Coaching
4 12 (22.22%) Information Architecture
4 12 (22.22%) Mentoring
5 9 (16.67%) Data Architecture
5 9 (16.67%) Data Modelling
5 9 (16.67%) Matrix Management
5 9 (16.67%) Matrix Organization
5 9 (16.67%) Waterfall
6 7 (12.96%) Scrum
7 6 (11.11%) B2B
7 6 (11.11%) Data Analysis
7 6 (11.11%) Data Mapping
7 6 (11.11%) Integration Testing
7 6 (11.11%) Test Automation
Programming Languages
1 12 (22.22%) SQL
2 9 (16.67%) C#
3 2 (3.70%) Python
3 2 (3.70%) T-SQL
4 1 (1.85%) C++
4 1 (1.85%) Java
4 1 (1.85%) R
Qualifications
1 4 (7.41%) ISEB
2 1 (1.85%) ITIL Certification
Quality Assurance & Compliance
1 5 (9.26%) Data Quality
2 2 (3.70%) QA
3 1 (1.85%) SLA
System Software
1 1 (1.85%) Hyper-V
Systems Management
1 4 (7.41%) HP Quality Center
2 1 (1.85%) Systems Management Server (SMS)
Vendors
1 12 (22.22%) SAP
2 6 (11.11%) Adobe
2 6 (11.11%) Facebook
2 6 (11.11%) Hootsuite
2 6 (11.11%) Pardot
2 6 (11.11%) Salesforce.com
2 6 (11.11%) Twitter
3 5 (9.26%) Tableau
4 4 (7.41%) HP
5 3 (5.56%) Oracle
6 2 (3.70%) Google
6 2 (3.70%) Microsoft
7 1 (1.85%) IBM
7 1 (1.85%) Teradata
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago