The table below looks at the statistics for Analytics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Analytics over the 3 months to 2 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Analytics
Rank 58 65 31
Rank change year-on-year
+7 -34
Permanent jobs citing Analytics 46 48 77
As % of all permanent IT jobs located in Edinburgh 3.23% 3.04% 6.56%
As % of the Processes & Methodologies category 3.68% 3.51% 7.74%
Number of salaries quoted 34 26 49
Average salary £43,750 £34,750 £48,000
Average salary % change year-on-year
+25.89% -27.60%
90% offered a salary of more than £30,000 £28,250 £35,500
10% offered a salary of more than £63,500 £70,000 £55,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
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
1250 1366 995
As % of all permanent IT jobs located in Edinburgh 87.72% 86.62% 84.75%
Number of salaries quoted 781 884 598
Average salary £45,000 £44,000 £42,500
Average salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £61,500 £57,500 £60,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Analytics
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Analytics across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

Analytics Jobs Demand Trend in Edinburgh

Analytics
Salary Trend in Edinburgh

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

Analytics Salary Trend in Edinburgh

Analytics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Analytics across the Edinburgh region over the 3 months to 2 July 2015.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 2 July 2015, IT jobs across the Edinburgh region citing Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Analytics.

1 45 (45.45%) Finance
2 29 (29.29%) Business Intelligence
3 28 (28.28%) Analytical Skills
4 27 (27.27%) SQL
5 23 (23.23%) Data Modelling
6 22 (22.22%) SAS
7 18 (18.18%) Marketing
7 18 (18.18%) Data Analytics
8 16 (16.16%) Microsoft
9 15 (15.15%) Oracle
9 15 (15.15%) SAP
9 15 (15.15%) Coaching
10 14 (14.14%) Linux
10 14 (14.14%) Business Objects
10 14 (14.14%) Degree
11 13 (13.13%) Agile Software Development
12 12 (12.12%) HTML
12 12 (12.12%) CSS
13 11 (11.11%) BusinessObjects
13 11 (11.11%) ETL
13 11 (11.11%) SAP BW
13 11 (11.11%) SAP BI
13 11 (11.11%) Data Analysis
13 11 (11.11%) Mentoring
13 11 (11.11%) Big Data
14 10 (10.10%) Banking
14 10 (10.10%) Data Integration
14 10 (10.10%) MS Excel
14 10 (10.10%) ISEB
14 10 (10.10%) XML

Analytics
Top Related IT Skills in Edinburgh by Category

For the 6 months to 2 July 2015, IT jobs across the Edinburgh region citing Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Analytics. Up to 20 skills are shown per category.

Application Platforms
1 22 (22.22%) SAS
2 6 (6.06%) Apache
3 4 (4.04%) JBoss
3 4 (4.04%) CMS
3 4 (4.04%) Apache Solr
4 3 (3.03%) Liferay
5 2 (2.02%) Apache Pig
5 2 (2.02%) WordPress
5 2 (2.02%) Tomcat
6 1 (1.01%) SharePoint
6 1 (1.01%) IIS
6 1 (1.01%) SharePoint Foundation
Applications
1 10 (10.10%) MS Excel
2 9 (9.09%) SPSS
3 3 (3.03%) MS Office
4 2 (2.02%) Adobe Creative Suite
5 1 (1.01%) MS PowerPoint
Business Applications
1 3 (3.03%) WebTrends
2 1 (1.01%) Dynamics CRM
2 1 (1.01%) Dynamics AX
Cloud Services
1 6 (6.06%) Google Analytics
2 4 (4.04%) Amazon AWS
3 3 (3.03%) Amazon EC2
4 2 (2.02%) Cloud Computing
4 2 (2.02%) Amazon EMR
5 1 (1.01%) Microsoft Azure
Communications & Networking
1 6 (6.06%) Firewall
2 5 (5.05%) Intrusion Detection
3 3 (3.03%) Internet
4 1 (1.01%) Network Security
4 1 (1.01%) iSCSI
4 1 (1.01%) IPsec
4 1 (1.01%) PBX
4 1 (1.01%) VPN
Database & Business Intelligence
1 11 (11.11%) BusinessObjects
1 11 (11.11%) SAP BW
1 11 (11.11%) SAP BI
1 11 (11.11%) Big Data
2 10 (10.10%) SQL Server
3 7 (7.07%) Hadoop
4 6 (6.06%) DB2
4 6 (6.06%) Data Warehouse
5 5 (5.05%) Data Mining
5 5 (5.05%) SAS Enterprise Guide
5 5 (5.05%) SAS Enterprise Miner
5 5 (5.05%) MongoDB
5 5 (5.05%) SAS Data Integration Studio
6 4 (4.04%) NoSQL
6 4 (4.04%) Pentaho
6 4 (4.04%) SQL Server Integration Services
6 4 (4.04%) Spotfire
6 4 (4.04%) QlikView
6 4 (4.04%) SQL Server Reporting Services
7 3 (3.03%) MySQL
Development Applications
1 4 (4.04%) Toad
2 3 (3.03%) Eclipse
2 3 (3.03%) Talend Open Studio
3 1 (1.01%) TeamCity
3 1 (1.01%) Git (software)
3 1 (1.01%) WatiN
3 1 (1.01%) Axure RP
3 1 (1.01%) Cucumber
3 1 (1.01%) MSBuild
3 1 (1.01%) SpecFlow
3 1 (1.01%) GitLab
3 1 (1.01%) Visual Studio
3 1 (1.01%) Subversion
3 1 (1.01%) Selenium
General
1 45 (45.45%) Finance
2 18 (18.18%) Marketing
3 10 (10.10%) Banking
4 7 (7.07%) Retail
5 3 (3.03%) Retail Banking
6 2 (2.02%) Advertising
6 2 (2.02%) Games
7 1 (1.01%) Publishing
7 1 (1.01%) Legal
7 1 (1.01%) Corporate Banking
7 1 (1.01%) Investment Banking
Job Titles
1 23 (23.23%) Consultant
2 16 (16.16%) Analyst
3 11 (11.11%) SAP Consultant
4 7 (7.07%) Data Analyst
4 7 (7.07%) Business Intelligence Consultant
4 7 (7.07%) Developer
4 7 (7.07%) Data Manager
4 7 (7.07%) SAP BI Consultant
5 6 (6.06%) Test Manager
5 6 (6.06%) Senior Manager
6 5 (5.05%) Architect
6 5 (5.05%) Data Analytics Manager
7 4 (4.04%) SAP Business Consultant
7 4 (4.04%) Senior Consultant
7 4 (4.04%) SAP BW Consultant
7 4 (4.04%) Business Consultant
7 4 (4.04%) IT Security Specialist
7 4 (4.04%) Senior Security Specialist
7 4 (4.04%) Security Specialist
8 3 (3.03%) SAS Administrator
Libraries, Frameworks & Software Standards
1 12 (12.12%) HTML
1 12 (12.12%) CSS
2 10 (10.10%) XML
3 7 (7.07%) jQuery
4 6 (6.06%) Web Services
4 6 (6.06%) HTML5
5 5 (5.05%) Regular Expression
6 4 (4.04%) GWT
6 4 (4.04%) Spring
7 3 (3.03%) XSLT
8 2 (2.02%) .NET
8 2 (2.02%) Cocoon
8 2 (2.02%) .NET Framework
8 2 (2.02%) PhoneGap
8 2 (2.02%) AngularJS
8 2 (2.02%) Twitter Bootstrap
8 2 (2.02%) MLlib
9 1 (1.01%) ASP.NET Web Forms
9 1 (1.01%) Backbone.js
9 1 (1.01%) KnockoutJS
Miscellaneous
1 28 (28.28%) Analytical Skills
2 10 (10.10%) Data Integration
3 9 (9.09%) Visualisation
4 5 (5.05%) Social Media
4 5 (5.05%) Mathematics
4 5 (5.05%) Mobile App
5 4 (4.04%) Statistics
5 4 (4.04%) Economics
6 3 (3.03%) User Experience
7 2 (2.02%) Management Information System
7 2 (2.02%) Private Cloud
7 2 (2.02%) Photography
7 2 (2.02%) Psychology
7 2 (2.02%) Computer Science
7 2 (2.02%) Credit Risk
8 1 (1.01%) Market Risk
8 1 (1.01%) Data Conversion
8 1 (1.01%) Digital Media
8 1 (1.01%) Physics
8 1 (1.01%) Derivative
Operating Systems
1 14 (14.14%) Linux
2 7 (7.07%) Windows
3 3 (3.03%) Red Hat Enterprise Linux
4 2 (2.02%) UNIX
Processes & Methodologies
1 29 (29.29%) Business Intelligence
2 23 (23.23%) Data Modelling
3 18 (18.18%) Data Analytics
4 15 (15.15%) Coaching
5 13 (13.13%) Agile Software Development
6 11 (11.11%) Data Analysis
6 11 (11.11%) ETL
6 11 (11.11%) Mentoring
7 9 (9.09%) Waterfall
8 8 (8.08%) Open Source
8 8 (8.08%) Data Architecture
8 8 (8.08%) V-Model
8 8 (8.08%) Migration
8 8 (8.08%) Responsive Web Design
9 7 (7.07%) ERP
10 6 (6.06%) Project Management
10 6 (6.06%) Data Management
10 6 (6.06%) Business Development
10 6 (6.06%) Digital Marketing
11 5 (5.05%) Resource Management
Programming Languages
1 27 (27.27%) SQL
2 9 (9.09%) Java
3 8 (8.08%) JavaScript
4 7 (7.07%) R
5 6 (6.06%) PHP
6 5 (5.05%) Python
7 3 (3.03%) T-SQL
7 3 (3.03%) VBA
8 2 (2.02%) VB
8 2 (2.02%) Perl
9 1 (1.01%) PL/SQL
9 1 (1.01%) C#
9 1 (1.01%) Shell Script
9 1 (1.01%) MATLAB
9 1 (1.01%) SAS Macro
9 1 (1.01%) PowerShell
Qualifications
1 14 (14.14%) Degree
2 10 (10.10%) ISEB
3 7 (7.07%) ISTQB Foundation Certification
3 7 (7.07%) ISTQB
4 5 (5.05%) CISSP
4 5 (5.05%) ISEB Practitioner
5 4 (4.04%) CEH
5 4 (4.04%) SSCP
5 4 (4.04%) GIAC
6 2 (2.02%) MCITP
6 2 (2.02%) Microsoft Certification
6 2 (2.02%) MCDBA
7 1 (1.01%) PhD
7 1 (1.01%) Postgraduate
Quality Assurance & Compliance
1 3 (3.03%) ISO/IEC 27001
2 2 (2.02%) PCI DSS
3 1 (1.01%) EMIR
3 1 (1.01%) Dodd-Frank
3 1 (1.01%) MiFID
3 1 (1.01%) QA
System Software
1 2 (2.02%) VMware Infrastructure
1 2 (2.02%) Apache Flume
2 1 (1.01%) HDFS
2 1 (1.01%) GPFS
2 1 (1.01%) vSphere
2 1 (1.01%) NFS
2 1 (1.01%) Active Directory
2 1 (1.01%) Terminal Services
Systems Management
1 4 (4.04%) TeamSite
2 2 (2.02%) Opscode Chef
Vendors
1 16 (16.16%) Microsoft
2 15 (15.15%) Oracle
2 15 (15.15%) SAP
3 14 (14.14%) Business Objects
4 8 (8.08%) Red Hat
4 8 (8.08%) Google
5 5 (5.05%) Tableau
5 5 (5.05%) Sourcefire
5 5 (5.05%) LogRhythm
6 4 (4.04%) Informatica
6 4 (4.04%) Cognos
6 4 (4.04%) Cisco
6 4 (4.04%) Adobe
7 3 (3.03%) MicroStrategy
7 3 (3.03%) Talend
7 3 (3.03%) Teradata
8 2 (2.02%) VMware
8 2 (2.02%) Vertica
8 2 (2.02%) Netezza
8 2 (2.02%) Greenplum
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 6 hours ago
Edinburgh
Tata Consultancy services
Salary: £70,000 - £90,000 per year
Posted: 7 hours ago
Edinburgh, Midlothian
Churchill Frank
Salary: £34000 - £46000 per annum
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: Yesterday
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £45000.00 per annum
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £47000 per annum + Benefits
Posted: 2 days ago
Edinburgh
Capita - ITIN
Posted: 7 days ago
Edinburgh
Churchill Frank
Salary: £37500 - £46500 per annum + Benefits
Posted: 8 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 10 days ago
Edinburgh
Tata Consultancy services
Salary: £70,000 - £90,000 per year
Posted: 14 days ago
Edinburgh
Hays IT - Uk Posting account
Salary: £35000.00 - £45000.00 per annum
Posted: 14 days ago
Edinburgh
Churchill Frank
Salary: £85000 - £120000 per annum + Benefits
Posted: 17 days ago
Edinburgh
Churchill Frank
Salary: £28000 - £33000 per annum + 25% Flex Benefits
Posted: 20 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £45000 per annum + Benefits
Posted: 21 days ago
Edinburgh
Cathcart Associates
Salary: £25000 - £35000 per annum
Posted: 27 days ago