The table below looks at the statistics for Analytics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 37 61 64
Rank change year-on-year
+24 +3
Permanent jobs citing Analytics 63 45 50
As % of all permanent IT jobs located in Edinburgh 5.33% 3.16% 3.14%
As % of the Processes & Methodologies category 5.88% 3.54% 3.56%
Number of salaries quoted 25 33 25
Median salary £70,000 £42,500 £35,000
Median salary % change year-on-year
+64.70% +21.42%
90% offered a salary of more than £28,800 £30,000 £28,200
10% offered a salary of more than £77,000 £59,500 £73,000
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
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
1072 1272 1405
As % of all permanent IT jobs located in Edinburgh 90.62% 89.45% 88.20%
Number of salaries quoted 601 793 917
Median salary £46,000 £45,000 £44,000
Median salary % change year-on-year
+2.22% +2.27%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £70,000 £60,000 £61,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Analytics as a proportion of all IT jobs with a match in 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 1 July 2016.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 1 July 2016, IT jobs citing 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 Analytics.

1 57 (47.11%) SAS
2 42 (34.71%) Finance
3 36 (29.75%) Banking
4 35 (28.93%) Agile Software Development
4 35 (28.93%) SQL Server
5 34 (28.10%) Business Intelligence
5 34 (28.10%) Data Analytics
6 31 (25.62%) Big Data
7 28 (23.14%) SQL
8 26 (21.49%) Credit Risk
8 26 (21.49%) Visualisation
9 24 (19.83%) Data Modelling
10 23 (19.01%) Microsoft
11 22 (18.18%) Degree
11 22 (18.18%) Data Visualisation
12 19 (15.70%) Oracle
12 19 (15.70%) Marketing
12 19 (15.70%) Analytical Skills
13 17 (14.05%) Tableau
13 17 (14.05%) R
13 17 (14.05%) Statistical Modelling
14 16 (13.22%) Retail
14 16 (13.22%) Mathematics
15 15 (12.40%) Hadoop
15 15 (12.40%) Data Management
15 15 (12.40%) MS Excel
15 15 (12.40%) SPSS
16 13 (10.74%) Project Management
16 13 (10.74%) Business Development
16 13 (10.74%) Web Analytics

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 57 (47.11%) SAS
2 9 (7.44%) Apache Spark
3 5 (4.13%) CMS
4 3 (2.48%) Sitecore CMS
5 2 (1.65%) MS Exchange
Applications
1 15 (12.40%) MS Excel
1 15 (12.40%) SPSS
2 5 (4.13%) Stata
3 4 (3.31%) MS PowerPoint
3 4 (3.31%) S-PLUS
4 3 (2.48%) MS Office
Business Applications
1 1 (0.83%) Dynamics CRM
Cloud Services
1 11 (9.09%) Google Analytics
2 1 (0.83%) Google Cloud Platform
2 1 (0.83%) Office 365
Communications & Networking
1 3 (2.48%) Internet
1 3 (2.48%) SAN
2 2 (1.65%) Firewall
2 2 (1.65%) Unified Communications
3 1 (0.83%) Remote Desktop
Database & Business Intelligence
1 35 (28.93%) SQL Server
2 31 (25.62%) Big Data
3 15 (12.40%) Hadoop
4 11 (9.09%) QlikView
4 11 (9.09%) SQL Server Integration Services
4 11 (9.09%) SQL Server Reporting Services
5 10 (8.26%) Data Warehouse
5 10 (8.26%) SAS Enterprise Guide
6 9 (7.44%) PostgreSQL
6 9 (7.44%) SAS Enterprise Miner
7 8 (6.61%) BusinessObjects
8 7 (5.79%) Data Mining
9 6 (4.96%) MongoDB
9 6 (4.96%) SQL Server Analysis Services
10 4 (3.31%) SQL Server 2012
10 4 (3.31%) SQL Server 2014
11 3 (2.48%) MS Access
11 3 (2.48%) Spotfire
12 2 (1.65%) Base SAS
12 2 (1.65%) SAS EBI
Development Applications
1 6 (4.96%) Visual Studio
2 5 (4.13%) Team Foundation Server
3 1 (0.83%) Codeship
3 1 (0.83%) Git (software)
3 1 (0.83%) Jenkins
3 1 (0.83%) Subversion
3 1 (0.83%) Vagrant
General
1 42 (34.71%) Finance
2 36 (29.75%) Banking
3 19 (15.70%) Marketing
4 16 (13.22%) Retail
5 11 (9.09%) Games
6 4 (3.31%) Investment Banking
7 3 (2.48%) Retail Banking
8 2 (1.65%) Front Office
8 2 (1.65%) Local Government
8 2 (1.65%) Telecoms
Job Titles
1 25 (20.66%) Analyst
2 20 (16.53%) Consultant
3 17 (14.05%) Developer
4 13 (10.74%) Analytics Manager
5 12 (9.92%) Business Intelligence Manager
5 12 (9.92%) Data Analytics Manager
5 12 (9.92%) Data Manager
6 9 (7.44%) Architect
6 9 (7.44%) Financial Services Project Manager
6 9 (7.44%) IT Manager
6 9 (7.44%) IT Project Manager
6 9 (7.44%) IT Services Manager
6 9 (7.44%) Project Manager
7 8 (6.61%) Senior Consultant
8 6 (4.96%) Risk Analyst
8 6 (4.96%) Solutions Architect
9 5 (4.13%) Business Intelligence Developer
9 5 (4.13%) Data Scientist
9 5 (4.13%) Quantitative Analyst
9 5 (4.13%) SAS Consultant
Libraries, Frameworks & Software Standards
1 7 (5.79%) .NET
1 7 (5.79%) HTML
2 6 (4.96%) D3.js
3 3 (2.48%) CSS
3 3 (2.48%) Middleware
4 2 (1.65%) Ajax
4 2 (1.65%) AngularJS
4 2 (1.65%) ASP.NET
4 2 (1.65%) Backbone.js
4 2 (1.65%) jQuery
4 2 (1.65%) Twitter Bootstrap
5 1 (0.83%) CGI
5 1 (0.83%) Ember.js
5 1 (0.83%) HTML5
5 1 (0.83%) RESTful
Miscellaneous
1 26 (21.49%) Credit Risk
1 26 (21.49%) Visualisation
2 19 (15.70%) Analytical Skills
3 16 (13.22%) Mathematics
4 11 (9.09%) Informatics
4 11 (9.09%) Statistics
5 8 (6.61%) Management Information System
6 7 (5.79%) Economics
7 6 (4.96%) Applied Mathematics
7 6 (4.96%) Computer Science
7 6 (4.96%) Virtual Team
8 5 (4.13%) Derivative
9 4 (3.31%) Credit Derivative
9 4 (3.31%) Data Integration
9 4 (3.31%) Fixed Income
9 4 (3.31%) Physics
9 4 (3.31%) Pricing Data
10 3 (2.48%) Client/Server
10 3 (2.48%) Enterprise Software
11 2 (1.65%) Psychology
Operating Systems
1 7 (5.79%) Linux
2 6 (4.96%) Windows
3 2 (1.65%) Red Hat Enterprise Linux
3 2 (1.65%) Unix
4 1 (0.83%) CentOS
4 1 (0.83%) Windows Server 2003
4 1 (0.83%) Windows Server 2012
Processes & Methodologies
1 35 (28.93%) Agile Software Development
2 34 (28.10%) Business Intelligence
2 34 (28.10%) Data Analytics
3 24 (19.83%) Data Modelling
4 22 (18.18%) Data Visualisation
5 17 (14.05%) Statistical Modelling
6 15 (12.40%) Data Management
7 13 (10.74%) Business Development
7 13 (10.74%) Project Management
7 13 (10.74%) Web Analytics
8 12 (9.92%) Risk Analytics
9 10 (8.26%) Data Analysis
9 10 (8.26%) Wireframes
10 9 (7.44%) Data Governance
10 9 (7.44%) Presales
10 9 (7.44%) Scrum
11 7 (5.79%) CRM
11 7 (5.79%) Stakeholder Management
11 7 (5.79%) Workflow
12 6 (4.96%) ETL
Programming Languages
1 28 (23.14%) SQL
2 17 (14.05%) R
3 12 (9.92%) C#
4 11 (9.09%) VBA
5 8 (6.61%) JavaScript
6 6 (4.96%) Java
6 6 (4.96%) MATLAB
6 6 (4.96%) Python
7 5 (4.13%) C++
7 5 (4.13%) Scala
8 3 (2.48%) T-SQL
9 2 (1.65%) F#
9 2 (1.65%) PowerShell
10 1 (0.83%) PL/SQL
10 1 (0.83%) Ruby
Qualifications
1 22 (18.18%) Degree
2 7 (5.79%) PhD
3 4 (3.31%) CISSP
4 3 (2.48%) ITIL Certification
4 3 (2.48%) MCSA
4 3 (2.48%) MCSE
4 3 (2.48%) Microsoft Certification
5 2 (1.65%) ISEB
5 2 (1.65%) ISTQB
5 2 (1.65%) ISTQB Foundation Certification
6 1 (0.83%) Postgraduate
Quality Assurance & Compliance
1 7 (5.79%) Data Quality
2 4 (3.31%) IAS 39
3 3 (2.48%) ISO/IEC 27001
4 1 (0.83%) PCI DSS
4 1 (0.83%) QA
System Software
1 6 (4.96%) VMware Infrastructure
2 3 (2.48%) vSphere
3 2 (1.65%) Active Directory
Systems Management
1 5 (4.13%) Puppet
2 4 (3.31%) Opscode Chef
3 3 (2.48%) Ansible
4 1 (0.83%) Capistrano
4 1 (0.83%) HP Quality Center
4 1 (0.83%) Red Hat Spacewalk
Vendors
1 23 (19.01%) Microsoft
2 19 (15.70%) Oracle
3 17 (14.05%) Tableau
4 11 (9.09%) Google
5 8 (6.61%) VMware
6 5 (4.13%) Greenplum
7 4 (3.31%) Ab Initio
7 4 (3.31%) Hyperion
7 4 (3.31%) Informatica
7 4 (3.31%) Netezza
7 4 (3.31%) Red Hat
7 4 (3.31%) Teradata
8 3 (2.48%) Adobe
8 3 (2.48%) Cognos
8 3 (2.48%) Sitecore
9 2 (1.65%) Avaya
9 2 (1.65%) Verint
10 1 (0.83%) Apple
10 1 (0.83%) Omniture
10 1 (0.83%) TIBCO
Edinburgh, Midlothian
Harvey Nash plc
Posted: 22 hours ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £65,000 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £70000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45k - £60k plus attractive benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45k - £58k plus attractive benefits
Posted: 6 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 19 hours ago
Edinburgh, Midlothian
Tesco Bank
Salary: £Competitive
Posted: 11 days ago
Edinburgh, Midlothian
Deerfoot IT Resources Ltd
Salary: Competitive Salary + Benefits
Posted: 6 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £55000 - £75000 per annum + Benefits
Posted: 6 days ago
Edinburgh, Midlothian
CGI
Salary: £45000 - £70000 per annum + benefits
Posted: 11 days ago
Edinburgh
TDA Group
Salary: £60000 - £65000 per annum + Bonus +OT +30 days holiday
Posted: 9 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £75000.00 per annum
Posted: 22 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £65000.00 - £80000.00 per annum
Posted: 2 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £75000.00 per annum
Posted: 23 days ago