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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Management
Scotland / Edinburgh
Rank 70 42 77
Rank change year-on-year
-28 +35
Permanent jobs citing Data Management 20 53 26
As % of all permanent IT jobs located in Edinburgh 1.85% 4.22% 1.92%
As % of the Processes & Methodologies category 2.00% 4.61% 2.17%
Number of salaries quoted 18 37 17
Median salary £71,500 £47,500 £42,500
Median salary % change year-on-year
+50.52% +11.76%
90% offered a salary of more than £45,250 £32,500 £37,400
10% offered a salary of more than £77,500 £53,900 £70,000
UK excluding London median salary £47,500 £45,000 £47,000
% change year-on-year
+5.55% -4.25%

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
998 1149 1197
As % of all permanent IT jobs located in Edinburgh 92.07% 91.41% 88.21%
Number of salaries quoted 666 778 720
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £32,500 £32,500
10% offered a salary of more than £71,500 £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 26 February 2017.

Data Management Salary Histogram in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 February 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 30 (65.22%) Finance
2 19 (41.30%) Analytics
3 18 (39.13%) Data Warehouse
4 17 (36.96%) Data Modelling
5 16 (34.78%) Business Intelligence
5 16 (34.78%) Agile Software Development
6 14 (30.43%) Data Architecture
7 13 (28.26%) Analytical Skills
8 12 (26.09%) Hadoop
9 11 (23.91%) RDBMS
9 11 (23.91%) SQL Server
9 11 (23.91%) Relational Database
10 10 (21.74%) Machine Learning
10 10 (21.74%) C#
10 10 (21.74%) SQL
11 9 (19.57%) Data Integration
11 9 (19.57%) Scrum
11 9 (19.57%) Big Data
12 8 (17.39%) Waterfall
12 8 (17.39%) Open Source
12 8 (17.39%) Master Data Management
12 8 (17.39%) Oracle
13 7 (15.22%) Stakeholder Management
13 7 (15.22%) .NET
13 7 (15.22%) Data Mapping
14 6 (13.04%) Team Foundation Server
14 6 (13.04%) Predictive Analytics
14 6 (13.04%) Selenium
14 6 (13.04%) Integration Testing
14 6 (13.04%) Teradata

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 5 (10.87%) Apache Spark
2 4 (8.70%) Oracle SOA Suite
2 4 (8.70%) WordPress
3 1 (2.17%) nginx
3 1 (2.17%) SAS
Applications
1 5 (10.87%) MS Excel
2 4 (8.70%) Adobe Illustrator
2 4 (8.70%) InDesign
2 4 (8.70%) Photoshop
3 2 (4.35%) MS Visio
4 1 (2.17%) MS Office
4 1 (2.17%) SPSS
Business Applications
1 4 (8.70%) Markit EDM
2 1 (2.17%) Dynamics CRM
2 1 (2.17%) SAP MDM
Cloud Services
1 3 (6.52%) Google Analytics
2 1 (2.17%) Google Cloud Platform
Communications & Networking
1 1 (2.17%) SMS
Database & Business Intelligence
1 18 (39.13%) Data Warehouse
2 12 (26.09%) Hadoop
3 11 (23.91%) RDBMS
3 11 (23.91%) Relational Database
3 11 (23.91%) SQL Server
4 9 (19.57%) Big Data
5 6 (13.04%) NoSQL
6 5 (10.87%) Apache Hive
6 5 (10.87%) HBase
7 4 (8.70%) SQL Server Integration Services
8 3 (6.52%) SQL Server 2012
8 3 (6.52%) SQL Server 2014
8 3 (6.52%) SQL Server Analysis Services
8 3 (6.52%) SQL Server Reporting Services
9 2 (4.35%) MS Access
10 1 (2.17%) BigQuery
10 1 (2.17%) Data Mining
10 1 (2.17%) MySQL
10 1 (2.17%) PostgreSQL
Development Applications
1 6 (13.04%) ERwin
1 6 (13.04%) Selenium
1 6 (13.04%) Team Foundation Server
1 6 (13.04%) Visual Studio
2 1 (2.17%) Git (software)
General
1 30 (65.22%) Finance
2 6 (13.04%) Marketing
3 4 (8.70%) Advertising
3 4 (8.70%) Telecoms
4 2 (4.35%) Banking
5 1 (2.17%) Financial Institution
5 1 (2.17%) Retail
5 1 (2.17%) Retail Banking
Job Titles
1 12 (26.09%) Architect
1 12 (26.09%) Data Architect
1 12 (26.09%) Senior Architect
1 12 (26.09%) Senior Data Architect
2 6 (13.04%) Analyst
3 5 (10.87%) Developer
4 4 (8.70%) Applications Engineer
4 4 (8.70%) Consultant
4 4 (8.70%) Marketing Manager
4 4 (8.70%) Test Engineer
5 3 (6.52%) Data Consultant
5 3 (6.52%) Data Manager
5 3 (6.52%) Head of Data Management
6 2 (4.35%) Administrator
6 2 (4.35%) Business Intelligence Developer
6 2 (4.35%) Business Intelligence Lead
6 2 (4.35%) Data Analyst
6 2 (4.35%) Senior Applications Engineer
6 2 (4.35%) Senior Test Engineer
6 2 (4.35%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 7 (15.22%) .NET
2 5 (10.87%) Kafka
3 3 (6.52%) ASP.NET
4 1 (2.17%) AngularJS
4 1 (2.17%) Django
4 1 (2.17%) jQuery
4 1 (2.17%) LEMP Stack
Miscellaneous
1 13 (28.26%) Analytical Skills
2 5 (10.87%) Taxonomies
3 4 (8.70%) Blog
3 4 (8.70%) Computer Science
3 4 (8.70%) Social Media
4 3 (6.52%) Enterprise Software
5 2 (4.35%) Management Information System
5 2 (4.35%) Virtual Team
6 1 (2.17%) Data Structures
Operating Systems
1 1 (2.17%) Linux
Processes & Methodologies
1 19 (41.30%) Analytics
2 17 (36.96%) Data Modelling
3 16 (34.78%) Agile Software Development
3 16 (34.78%) Business Intelligence
4 14 (30.43%) Data Architecture
5 10 (21.74%) Machine Learning
6 9 (19.57%) Data Integration
6 9 (19.57%) Scrum
7 8 (17.39%) Master Data Management
7 8 (17.39%) Open Source
7 8 (17.39%) Waterfall
8 7 (15.22%) Data Mapping
8 7 (15.22%) Stakeholder Management
9 6 (13.04%) Integration Testing
9 6 (13.04%) Metadata Management
9 6 (13.04%) Predictive Analytics
10 5 (10.87%) Data Governance
10 5 (10.87%) Ontologies
10 5 (10.87%) Test Automation
10 5 (10.87%) Test Strategy
Programming Languages
1 10 (21.74%) C#
1 10 (21.74%) SQL
2 3 (6.52%) T-SQL
3 1 (2.17%) C++
3 1 (2.17%) Java
3 1 (2.17%) Python
3 1 (2.17%) R
3 1 (2.17%) TypeScript
Qualifications
1 4 (8.70%) Degree
1 4 (8.70%) ISEB
2 1 (2.17%) ITIL Certification
Quality Assurance & Compliance
1 4 (8.70%) Data Quality
2 1 (2.17%) QA
System Software
1 1 (2.17%) Hyper-V
Systems Management
1 4 (8.70%) HP Quality Center
2 1 (2.17%) Systems Management Server (SMS)
Vendors
1 8 (17.39%) Oracle
2 6 (13.04%) IBM
2 6 (13.04%) Teradata
3 4 (8.70%) Adobe
3 4 (8.70%) Facebook
3 4 (8.70%) Hootsuite
3 4 (8.70%) HP
3 4 (8.70%) Pardot
3 4 (8.70%) Salesforce.com
3 4 (8.70%) SAP
3 4 (8.70%) Tableau
3 4 (8.70%) Twitter
4 3 (6.52%) Google
4 3 (6.52%) Microsoft
Edinburgh
Churchill Frank
Salary: £36000 - £45000 per annum + benefits
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £33000 - £40000 per annum
Posted: 7 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 12 days ago