The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 79 105 106
Rank change year-on-year
+26 +1
Permanent jobs citing Data Analytics 12 4 8
As % of all permanent IT jobs located in Edinburgh 1.12% 0.28% 0.53%
As % of the Processes & Methodologies category 1.23% 0.31% 0.59%
Number of salaries quoted 8 2 1
Median salary £55,000 £48,750 £52,500
Median salary % change year-on-year
+12.82% -7.14%
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
Data Analytics
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
976 1309 1355
As % of all permanent IT jobs located in Edinburgh 91.13% 90.53% 89.74%
Number of salaries quoted 627 813 922
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £34,000 £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 Analytics
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in Edinburgh

Data Analytics
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the Edinburgh region.

Data Analytics Salary Trend in Edinburgh

Data Analytics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Analytics across the Edinburgh region over the 3 months to 3 December 2016.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 December 2016, IT jobs citing Data Analytics 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 Analytics.

1 33 (100.00%) Analytics
2 14 (42.42%) Big Data
3 8 (24.24%) Agile Software Development
3 8 (24.24%) Java
3 8 (24.24%) JBoss
3 8 (24.24%) Python
3 8 (24.24%) Business Intelligence
3 8 (24.24%) Spring
3 8 (24.24%) Marketing
4 7 (21.21%) Degree
4 7 (21.21%) Hadoop
4 7 (21.21%) Data Modelling
4 7 (21.21%) SPSS
4 7 (21.21%) Linux
4 7 (21.21%) SQL
5 6 (18.18%) Scrum
5 6 (18.18%) TDD
5 6 (18.18%) ActiveMQ
5 6 (18.18%) PostgreSQL
5 6 (18.18%) Middleware
5 6 (18.18%) SOA
5 6 (18.18%) Data Mining
5 6 (18.18%) Open Source
5 6 (18.18%) MongoDB
5 6 (18.18%) Pentaho
5 6 (18.18%) Big Data Analytics
5 6 (18.18%) Customer Insight
5 6 (18.18%) Talend
5 6 (18.18%) Neo4j
5 6 (18.18%) Continuous Integration

Data Analytics
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 8 (24.24%) JBoss
2 3 (9.09%) SAS
3 2 (6.06%) Apache Spark
3 2 (6.06%) Tomcat
Applications
1 7 (21.21%) SPSS
2 4 (12.12%) MS Excel
3 1 (3.03%) MS PowerPoint
3 1 (3.03%) MS Project
3 1 (3.03%) MS Visio
Business Applications
1 2 (6.06%) Dynamics CRM
Communications & Networking
1 1 (3.03%) SMS
Database & Business Intelligence
1 14 (42.42%) Big Data
2 7 (21.21%) Hadoop
3 6 (18.18%) Data Mining
3 6 (18.18%) MongoDB
3 6 (18.18%) Neo4j
3 6 (18.18%) Pentaho
3 6 (18.18%) PostgreSQL
4 4 (12.12%) Data Warehouse
5 2 (6.06%) Power BI
5 2 (6.06%) Sisense
5 2 (6.06%) SQL Server Analysis Services
5 2 (6.06%) SQL Server Integration Services
5 2 (6.06%) SQL Server Reporting Services
6 1 (3.03%) SQL Server
Development Applications
1 6 (18.18%) Talend Open Studio
2 1 (3.03%) Codeship
2 1 (3.03%) Git (software)
2 1 (3.03%) Jenkins
2 1 (3.03%) Subversion
2 1 (3.03%) Vagrant
General
1 8 (24.24%) Marketing
2 4 (12.12%) Finance
3 1 (3.03%) Banking
3 1 (3.03%) Retail
Job Titles
1 9 (27.27%) Analyst
2 8 (24.24%) Developer
3 7 (21.21%) Data Analyst
4 6 (18.18%) Architect
4 6 (18.18%) Marketing Analyst
4 6 (18.18%) Marketing Data Analyst
4 6 (18.18%) Software Developer
5 4 (12.12%) Java Developer
5 4 (12.12%) Java Software Developer
6 3 (9.09%) Consultant
6 3 (9.09%) Data Architect
6 3 (9.09%) Data Consultant
6 3 (9.09%) Software Engineer
6 3 (9.09%) Solutions Architect
7 2 (6.06%) Business Intelligence Consultant
7 2 (6.06%) Business Intelligence Developer
7 2 (6.06%) Data Analytics Manager
7 2 (6.06%) Lead Developer
7 2 (6.06%) Lead Java Developer
7 2 (6.06%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 8 (24.24%) Spring
2 6 (18.18%) ActiveMQ
2 6 (18.18%) Apache Camel
2 6 (18.18%) Drools
2 6 (18.18%) ELK Stack
2 6 (18.18%) jBPM
2 6 (18.18%) Middleware
3 5 (15.15%) Java EE
3 5 (15.15%) XML
3 5 (15.15%) XSLT
4 3 (9.09%) Hibernate
4 3 (9.09%) Node.js
5 1 (3.03%) AngularJS
5 1 (3.03%) Apache CXF
5 1 (3.03%) D3.js
Miscellaneous
1 4 (12.12%) Visualisation
2 2 (6.06%) Analytical Skills
2 2 (6.06%) Blockchain
2 2 (6.06%) Data Integration
3 1 (3.03%) Computer Science
3 1 (3.03%) Credit Risk
3 1 (3.03%) Mobile App
3 1 (3.03%) Statistics
Operating Systems
1 7 (21.21%) Linux
2 2 (6.06%) CentOS
3 1 (3.03%) Red Hat Enterprise Linux
3 1 (3.03%) Ubuntu
Processes & Methodologies
1 33 (100.00%) Analytics
2 8 (24.24%) Agile Software Development
2 8 (24.24%) Business Intelligence
3 7 (21.21%) Data Modelling
4 6 (18.18%) Big Data Analytics
4 6 (18.18%) Continuous Integration
4 6 (18.18%) Customer Insight
4 6 (18.18%) Microservices
4 6 (18.18%) Open Source
4 6 (18.18%) Scrum
4 6 (18.18%) SOA
4 6 (18.18%) TDD
5 5 (15.15%) Coaching
5 5 (15.15%) Data Management
5 5 (15.15%) Workflow
6 3 (9.09%) Data Analysis
6 3 (9.09%) Data Architecture
6 3 (9.09%) Software Engineering
7 2 (6.06%) Data Visualisation
7 2 (6.06%) Information Management
Programming Languages
1 8 (24.24%) Java
1 8 (24.24%) Python
2 7 (21.21%) SQL
3 3 (9.09%) JavaScript
4 2 (6.06%) Bash Shell
4 2 (6.06%) Perl
4 2 (6.06%) PL/SQL
5 1 (3.03%) Jython
5 1 (3.03%) Ruby
Qualifications
1 7 (21.21%) Degree
2 1 (3.03%) CCAB
2 1 (3.03%) CISA
2 1 (3.03%) SC Cleared
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 2 (6.06%) Data Quality
2 1 (3.03%) QA
Systems Management
1 1 (3.03%) Ansible
1 1 (3.03%) Capistrano
1 1 (3.03%) Opscode Chef
1 1 (3.03%) Puppet
Vendors
1 6 (18.18%) Talend
2 5 (15.15%) Cognos
3 4 (12.12%) Tableau
4 3 (9.09%) Microsoft
5 2 (6.06%) Oracle
6 1 (3.03%) Adobe
6 1 (3.03%) Red Hat
6 1 (3.03%) VMware
Edinburgh, Midlothian
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 16 days ago