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

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Analytics
Scotland / Edinburgh
Rank 82 86 73
Rank change year-on-year
+4 -13
Permanent jobs citing Data Analytics 11 7 24
As % of all permanent IT jobs located in Edinburgh 1.00% 0.57% 1.78%
As % of the Processes & Methodologies category 1.08% 0.62% 2.02%
Number of salaries quoted 9 4 16
Median salary £42,500 £56,250 £44,000
Median salary % change year-on-year
-24.44% +27.84%
90% offered a salary of more than £29,500 £43,750 £32,000
10% offered a salary of more than £60,000 £65,250 £52,500
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
1015 1123 1189
As % of all permanent IT jobs located in Edinburgh 92.19% 91.38% 88.14%
Number of salaries quoted 679 759 711
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 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 27 February 2017.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 February 2017, 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 21 (100.00%) Analytics
2 12 (57.14%) Big Data
3 9 (42.86%) Hadoop
3 9 (42.86%) Java
3 9 (42.86%) JBoss
3 9 (42.86%) Agile Software Development
3 9 (42.86%) Spring
4 8 (38.10%) SQL
5 7 (33.33%) XML
5 7 (33.33%) XSLT
5 7 (33.33%) Linux
5 7 (33.33%) Python
5 7 (33.33%) SOA
5 7 (33.33%) Middleware
5 7 (33.33%) ActiveMQ
5 7 (33.33%) TDD
5 7 (33.33%) Scrum
5 7 (33.33%) Workflow
5 7 (33.33%) PostgreSQL
5 7 (33.33%) jBPM
5 7 (33.33%) Java EE
5 7 (33.33%) Continuous Integration
5 7 (33.33%) Talend Open Studio
5 7 (33.33%) Pentaho
5 7 (33.33%) Drools
5 7 (33.33%) Open Source
5 7 (33.33%) MongoDB
5 7 (33.33%) Big Data Analytics
5 7 (33.33%) Neo4j
5 7 (33.33%) Talend

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 9 (42.86%) JBoss
2 5 (23.81%) SAS
3 2 (9.52%) Tomcat
Applications
1 2 (9.52%) SPSS
2 1 (4.76%) MS Excel
Business Applications
1 1 (4.76%) Dynamics CRM
Communications & Networking
1 1 (4.76%) SMS
Database & Business Intelligence
1 12 (57.14%) Big Data
2 9 (42.86%) Hadoop
3 7 (33.33%) MongoDB
3 7 (33.33%) Neo4j
3 7 (33.33%) Pentaho
3 7 (33.33%) PostgreSQL
4 3 (14.29%) Data Mining
5 2 (9.52%) Blockchain
5 2 (9.52%) Data Warehouse
6 1 (4.76%) QlikView
6 1 (4.76%) Spotfire
6 1 (4.76%) SQL Server
Development Applications
1 7 (33.33%) Talend Open Studio
General
1 6 (28.57%) Finance
2 4 (19.05%) Marketing
3 1 (4.76%) Banking
3 1 (4.76%) Investment Banking
Job Titles
1 6 (28.57%) Analyst
1 6 (28.57%) Developer
2 5 (23.81%) Data Analyst
2 5 (23.81%) Software Developer
3 4 (19.05%) Java Developer
4 3 (14.29%) Consultant
4 3 (14.29%) Data Insight Analyst
4 3 (14.29%) Insight Analyst
4 3 (14.29%) Insight Data Analyst
4 3 (14.29%) Java Software Developer
4 3 (14.29%) Marketing Analyst
4 3 (14.29%) Marketing Data Analyst
4 3 (14.29%) Marketing Insight Analyst
4 3 (14.29%) Software Engineer
5 2 (9.52%) Big Data Consultant
5 2 (9.52%) Business Intelligence Consultant
5 2 (9.52%) Business Intelligence Lead
5 2 (9.52%) Data Consultant
5 2 (9.52%) Lead Java Developer
5 2 (9.52%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 9 (42.86%) Spring
2 7 (33.33%) ActiveMQ
2 7 (33.33%) Drools
2 7 (33.33%) Elastic Stack
2 7 (33.33%) Java EE
2 7 (33.33%) jBPM
2 7 (33.33%) Middleware
2 7 (33.33%) XML
2 7 (33.33%) XSLT
3 6 (28.57%) Apache Camel
4 2 (9.52%) Hibernate
4 2 (9.52%) Node.js
Miscellaneous
1 4 (19.05%) Analytical Skills
2 1 (4.76%) Computer Science
Operating Systems
1 7 (33.33%) Linux
Processes & Methodologies
1 21 (100.00%) Analytics
2 9 (42.86%) Agile Software Development
3 7 (33.33%) Big Data Analytics
3 7 (33.33%) Coaching
3 7 (33.33%) Continuous Integration
3 7 (33.33%) Microservices
3 7 (33.33%) Open Source
3 7 (33.33%) Scrum
3 7 (33.33%) SOA
3 7 (33.33%) TDD
3 7 (33.33%) Workflow
4 5 (23.81%) Data Analysis
5 4 (19.05%) Statistics
6 3 (14.29%) Data Management
6 3 (14.29%) Data Modelling
6 3 (14.29%) Marketing Automation
6 3 (14.29%) Software Engineering
6 3 (14.29%) Visualisation
7 2 (9.52%) Anti-Money Laundering
7 2 (9.52%) Stakeholder Engagement
Programming Languages
1 9 (42.86%) Java
2 8 (38.10%) SQL
3 7 (33.33%) Python
4 2 (9.52%) Bash Shell
4 2 (9.52%) JavaScript
4 2 (9.52%) Perl
4 2 (9.52%) PL/SQL
4 2 (9.52%) R
Qualifications
1 3 (14.29%) Degree
2 1 (4.76%) CCAB
2 1 (4.76%) CISA
Vendors
1 7 (33.33%) Talend
2 2 (9.52%) Microsoft
2 2 (9.52%) Oracle
3 1 (4.76%) Norkom
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 3 days ago
Edinburgh, Midlothian
Informatiq Consulting
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£70,000
Posted: 3 days ago
Edinburgh, Midlothian
Stanton House Uk Llp
Salary: £35000 - £40000 per annum + Benefits
Posted: 4 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 8 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 25 days ago