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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Analytics
Scotland / Edinburgh
Rank 81 89 78
Rank change year-on-year
+8 -11
Permanent jobs citing Data Analytics 10 5 24
As % of all permanent IT jobs located in Edinburgh 0.94% 0.40% 1.84%
As % of the Processes & Methodologies category 1.04% 0.44% 2.08%
Number of salaries quoted 6 3 13
Median salary £60,000 £52,500 £44,000
Median salary % change year-on-year
+14.28% +19.31%
UK excluding London median salary £45,750 £51,459 £47,500
% change year-on-year
-11.09% +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
964 1137 1154
As % of all permanent IT jobs located in Edinburgh 91.03% 91.62% 88.29%
Number of salaries quoted 611 772 768
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 £33,750 £32,500
10% offered a salary of more than £67,500 £61,500 £64,800
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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 17 January 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 14 (66.67%) Big Data
3 9 (42.86%) Java
3 9 (42.86%) Python
3 9 (42.86%) JBoss
3 9 (42.86%) Agile Software Development
3 9 (42.86%) Spring
4 8 (38.10%) Hadoop
5 7 (33.33%) Open Source
5 7 (33.33%) Talend Open Studio
5 7 (33.33%) MongoDB
5 7 (33.33%) jBPM
5 7 (33.33%) Continuous Integration
5 7 (33.33%) Drools
5 7 (33.33%) Big Data Analytics
5 7 (33.33%) Neo4j
5 7 (33.33%) Pentaho
5 7 (33.33%) Talend
5 7 (33.33%) Microservices
5 7 (33.33%) Apache Camel
5 7 (33.33%) ELK Stack
5 7 (33.33%) TDD
5 7 (33.33%) Scrum
5 7 (33.33%) ActiveMQ
5 7 (33.33%) PostgreSQL
5 7 (33.33%) SOA
5 7 (33.33%) Linux
5 7 (33.33%) Middleware
6 6 (28.57%) Business Intelligence
6 6 (28.57%) XML

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 2 (9.52%) Apache Spark
2 2 (9.52%) SAS
2 2 (9.52%) Tomcat
Applications
1 3 (14.29%) MS Excel
2 2 (9.52%) SPSS
3 1 (4.76%) MS PowerPoint
3 1 (4.76%) MS Project
3 1 (4.76%) MS Visio
Business Applications
1 1 (4.76%) Dynamics CRM
Communications & Networking
1 1 (4.76%) SMS
Database & Business Intelligence
1 14 (66.67%) Big Data
2 8 (38.10%) Hadoop
3 7 (33.33%) MongoDB
3 7 (33.33%) Neo4j
3 7 (33.33%) Pentaho
3 7 (33.33%) PostgreSQL
4 4 (19.05%) Data Warehouse
5 2 (9.52%) Data Mining
6 1 (4.76%) Power BI
6 1 (4.76%) Sisense
6 1 (4.76%) SQL Server Analysis Services
6 1 (4.76%) SQL Server Integration Services
6 1 (4.76%) SQL Server Reporting Services
Development Applications
1 7 (33.33%) Talend Open Studio
General
1 4 (19.05%) Finance
2 3 (14.29%) Marketing
Job Titles
1 7 (33.33%) Developer
2 6 (28.57%) Software Developer
3 4 (19.05%) Analyst
3 4 (19.05%) Java Developer
3 4 (19.05%) Java Software Developer
3 4 (19.05%) Software Engineer
4 3 (14.29%) Consultant
4 3 (14.29%) Data Analyst
4 3 (14.29%) Data Consultant
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%) Lead Developer
5 2 (9.52%) Lead Java Developer
5 2 (9.52%) Lead Software Developer
5 2 (9.52%) Marketing Analyst
5 2 (9.52%) Marketing Data Analyst
6 1 (4.76%) Analytics Consultant
6 1 (4.76%) Analytics Manager
6 1 (4.76%) Audit Manager
Libraries, Frameworks & Software Standards
1 9 (42.86%) Spring
2 7 (33.33%) ActiveMQ
2 7 (33.33%) Apache Camel
2 7 (33.33%) Drools
2 7 (33.33%) ELK Stack
2 7 (33.33%) jBPM
2 7 (33.33%) Middleware
3 6 (28.57%) Java EE
3 6 (28.57%) XML
3 6 (28.57%) XSLT
4 3 (14.29%) Hibernate
4 3 (14.29%) Node.js
5 1 (4.76%) AngularJS
5 1 (4.76%) Apache CXF
5 1 (4.76%) D3.js
Miscellaneous
1 3 (14.29%) Visualisation
2 2 (9.52%) Analytical Skills
2 2 (9.52%) Blockchain
2 2 (9.52%) Data Integration
3 1 (4.76%) Computer Science
3 1 (4.76%) Mobile App
3 1 (4.76%) Statistics
Operating Systems
1 7 (33.33%) Linux
2 1 (4.76%) CentOS
2 1 (4.76%) Ubuntu
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%) 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
4 6 (28.57%) Business Intelligence
4 6 (28.57%) Coaching
4 6 (28.57%) Workflow
5 5 (23.81%) Data Management
6 4 (19.05%) Software Engineering
7 2 (9.52%) Customer Insight
7 2 (9.52%) Data Analysis
7 2 (9.52%) Data Governance
7 2 (9.52%) Data Modelling
7 2 (9.52%) Risk Management
7 2 (9.52%) Stakeholder Management
Programming Languages
1 9 (42.86%) Java
1 9 (42.86%) Python
2 5 (23.81%) SQL
3 2 (9.52%) Bash Shell
3 2 (9.52%) JavaScript
3 2 (9.52%) Perl
3 2 (9.52%) PL/SQL
4 1 (4.76%) Jython
Qualifications
1 1 (4.76%) CCAB
1 1 (4.76%) CISA
1 1 (4.76%) Degree
1 1 (4.76%) SC Cleared
1 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
2 1 (4.76%) QA
Vendors
1 7 (33.33%) Talend
2 3 (14.29%) Tableau
3 2 (9.52%) Microsoft
4 1 (4.76%) Adobe
4 1 (4.76%) Cognos
4 1 (4.76%) Oracle
Edinburgh, Midlothian
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 5 days ago