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 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 71 101 98
Rank change year-on-year
+30 -3
Permanent jobs citing Data Analytics 22 9 11
As % of all permanent IT jobs located in Edinburgh 1.80% 0.58% 0.74%
As % of the Processes & Methodologies category 1.97% 0.64% 0.85%
Number of salaries quoted 7 8 6
Median salary £45,000 £39,000 £42,500
Median salary % change year-on-year
+15.38% -8.23%
90% offered a salary of more than £28,100 £31,000 £28,750
10% offered a salary of more than £57,500 £45,600 £80,000
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year
+10.52% +5.55%
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
1118 1396 1291
As % of all permanent IT jobs located in Edinburgh 91.34% 90.30% 86.94%
Number of salaries quoted 740 901 842
Median salary £50,000 £45,000 £42,000
Median salary % change year-on-year
+11.11% +7.14%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £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 August 2016.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 August 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 40 (100.00%) Analytics
2 21 (52.50%) Business Intelligence
3 18 (45.00%) Data Modelling
3 18 (45.00%) Visualisation
4 17 (42.50%) SPSS
5 16 (40.00%) SAS
5 16 (40.00%) Data Visualisation
5 16 (40.00%) Big Data
6 13 (32.50%) Banking
6 13 (32.50%) Retail
7 12 (30.00%) Oracle
7 12 (30.00%) SQL Server
7 12 (30.00%) Business Development
7 12 (30.00%) Credit Risk
8 10 (25.00%) Degree
9 8 (20.00%) Tableau
10 7 (17.50%) Marketing
11 6 (15.00%) Finance
11 6 (15.00%) SQL Server Integration Services
11 6 (15.00%) SQL Server Reporting Services
12 5 (12.50%) Data Mining
12 5 (12.50%) Cognos
12 5 (12.50%) Customer Insight
13 4 (10.00%) Data Transformation
13 4 (10.00%) Hyperion
13 4 (10.00%) Informatica
13 4 (10.00%) SQL
13 4 (10.00%) BusinessObjects
13 4 (10.00%) Ab Initio
13 4 (10.00%) IAS 39

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 16 (40.00%) SAS
2 2 (5.00%) Apache Spark
3 1 (2.50%) JBoss
Applications
1 17 (42.50%) SPSS
2 3 (7.50%) MS Excel
3 1 (2.50%) MS PowerPoint
3 1 (2.50%) MS Project
3 1 (2.50%) MS Visio
Business Applications
1 2 (5.00%) Dynamics CRM
Database & Business Intelligence
1 16 (40.00%) Big Data
2 12 (30.00%) SQL Server
3 6 (15.00%) SQL Server Integration Services
3 6 (15.00%) SQL Server Reporting Services
4 5 (12.50%) Data Mining
5 4 (10.00%) BusinessObjects
5 4 (10.00%) QlikView
6 3 (7.50%) Data Warehouse
7 2 (5.00%) Power BI
7 2 (5.00%) Sisense
7 2 (5.00%) SQL Server Analysis Services
8 1 (2.50%) Hadoop
8 1 (2.50%) MongoDB
8 1 (2.50%) Neo4j
8 1 (2.50%) Pentaho
8 1 (2.50%) PostgreSQL
Development Applications
1 1 (2.50%) Codeship
1 1 (2.50%) Git (software)
1 1 (2.50%) Jenkins
1 1 (2.50%) Subversion
1 1 (2.50%) Talend Open Studio
1 1 (2.50%) Team Foundation Server
1 1 (2.50%) Vagrant
General
1 13 (32.50%) Banking
1 13 (32.50%) Retail
2 7 (17.50%) Marketing
3 6 (15.00%) Finance
4 1 (2.50%) Retail Banking
Job Titles
1 12 (30.00%) Analytics Manager
1 12 (30.00%) Business Intelligence Manager
1 12 (30.00%) Data Analytics Manager
1 12 (30.00%) Data Manager
2 9 (22.50%) Analyst
3 7 (17.50%) Architect
4 6 (15.00%) Data Analyst
5 5 (12.50%) Consultant
5 5 (12.50%) Marketing Analyst
5 5 (12.50%) Marketing Data Analyst
5 5 (12.50%) Senior Consultant
6 4 (10.00%) Data Consultant
6 4 (10.00%) Solutions Architect
7 3 (7.50%) Data Architect
7 3 (7.50%) Developer
7 3 (7.50%) Senior Strategy Consultant
7 3 (7.50%) Strategy Consultant
8 2 (5.00%) Analyst Developer
8 2 (5.00%) Business Developer
8 2 (5.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (5.00%) Middleware
2 1 (2.50%) ActiveMQ
2 1 (2.50%) AngularJS
2 1 (2.50%) Apache Camel
2 1 (2.50%) Apache CXF
2 1 (2.50%) D3.js
2 1 (2.50%) Drools
2 1 (2.50%) ELK Stack
2 1 (2.50%) Hibernate
2 1 (2.50%) jBPM
2 1 (2.50%) Node.js
2 1 (2.50%) RESTful
2 1 (2.50%) Spring
Miscellaneous
1 18 (45.00%) Visualisation
2 12 (30.00%) Credit Risk
3 2 (5.00%) Blockchain
3 2 (5.00%) Data Integration
4 1 (2.50%) Mobile App
Operating Systems
1 2 (5.00%) CentOS
1 2 (5.00%) Linux
2 1 (2.50%) Red Hat Enterprise Linux
2 1 (2.50%) Ubuntu
2 1 (2.50%) Unix
2 1 (2.50%) Windows
Processes & Methodologies
1 40 (100.00%) Analytics
2 21 (52.50%) Business Intelligence
3 18 (45.00%) Data Modelling
4 16 (40.00%) Data Visualisation
5 12 (30.00%) Business Development
6 5 (12.50%) Customer Insight
7 4 (10.00%) Agile Software Development
7 4 (10.00%) Data Transformation
8 3 (7.50%) Data Architecture
8 3 (7.50%) Risk Management
8 3 (7.50%) Software Engineering
9 2 (5.00%) B2B
9 2 (5.00%) CRM
9 2 (5.00%) Data Analysis
9 2 (5.00%) Data Governance
9 2 (5.00%) Data Management
9 2 (5.00%) Information Management
9 2 (5.00%) Open Source
9 2 (5.00%) People Management
9 2 (5.00%) SOA
Programming Languages
1 4 (10.00%) SQL
2 3 (7.50%) Python
3 1 (2.50%) Java
3 1 (2.50%) JavaScript
3 1 (2.50%) Jython
3 1 (2.50%) PowerShell
3 1 (2.50%) Ruby
Qualifications
1 10 (25.00%) Degree
2 1 (2.50%) ISEB
2 1 (2.50%) ISTQB
2 1 (2.50%) ISTQB Foundation Certification
2 1 (2.50%) SC Cleared
2 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 4 (10.00%) IAS 39
2 2 (5.00%) Data Quality
3 1 (2.50%) ISO/IEC 27001
3 1 (2.50%) QA
Systems Management
1 2 (5.00%) Opscode Chef
1 2 (5.00%) Puppet
2 1 (2.50%) Ansible
2 1 (2.50%) Capistrano
2 1 (2.50%) HP Quality Center
Vendors
1 12 (30.00%) Oracle
2 8 (20.00%) Tableau
3 5 (12.50%) Cognos
4 4 (10.00%) Ab Initio
4 4 (10.00%) Hyperion
4 4 (10.00%) Informatica
5 2 (5.00%) Microsoft
5 2 (5.00%) VMware
6 1 (2.50%) Adobe
6 1 (2.50%) Red Hat
6 1 (2.50%) Talend
Edinburgh, Midlothian
Experis Ltd
Salary: £27000.00 per annum
Posted: 4 days ago