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 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Analytics
Rank 41 39 44
Rank change year-on-year
-2 +5
Permanent jobs citing Analytics 59 67 70
As % of all permanent IT jobs located in Edinburgh 4.63% 4.84% 4.95%
As % of the Processes & Methodologies category 5.13% 5.56% 5.74%
Number of salaries quoted 38 46 46
Average salary £57,500 £50,000 £42,500
Average salary % change year-on-year
+15.00% +17.64%
90% offered a salary of more than £38,500 £32,000 £30,000
10% offered a salary of more than £75,000 £57,500 £80,000
UK excluding London average salary £47,500 £42,500 £42,500
% change year-on-year
+11.76% -
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
1151 1204 1220
As % of all permanent IT jobs located in Edinburgh 90.35% 86.93% 86.22%
Number of salaries quoted 775 752 803
Average salary £47,500 £44,000 £42,500
Average salary % change year-on-year
+7.95% +3.52%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £67,500 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 11 February 2016.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 11 February 2016, 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 66 (52.38%) Finance
2 49 (38.89%) Banking
3 48 (38.10%) Agile Software Development
4 34 (26.98%) Analytical Skills
5 33 (26.19%) Project Management
6 31 (24.60%) SQL
7 30 (23.81%) SAS
7 30 (23.81%) Web Analytics
8 26 (20.63%) Degree
9 24 (19.05%) Google Analytics
10 23 (18.25%) Google
11 22 (17.46%) Data Management
11 22 (17.46%) Business Intelligence
12 17 (13.49%) Marketing
13 15 (11.90%) Management Information System
13 15 (11.90%) Data Modelling
13 15 (11.90%) Microsoft
13 15 (11.90%) HTML
13 15 (11.90%) Hadoop
14 14 (11.11%) Data Warehouse
14 14 (11.11%) Data Integration
14 14 (11.11%) Data Analysis
15 13 (10.32%) Retail
15 13 (10.32%) Adobe
15 13 (10.32%) CSS
15 13 (10.32%) Data Analytics
16 12 (9.52%) C#
16 12 (9.52%) SEO
17 11 (8.73%) Scrum
17 11 (8.73%) ETL

Analytics
Top Related IT Skills in Edinburgh by Category

For the 6 months to 11 February 2016, 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 30 (23.81%) SAS
2 5 (3.97%) Apache Spark
3 4 (3.17%) CMS
4 2 (1.59%) Apache
4 2 (1.59%) Apache Pig
4 2 (1.59%) Tomcat
4 2 (1.59%) Umbraco
Applications
1 10 (7.94%) MS PowerPoint
2 8 (6.35%) MS Office
3 7 (5.56%) MS Excel
4 5 (3.97%) SPSS
5 1 (0.79%) Stata
Business Applications
1 5 (3.97%) Oracle EBS
1 5 (3.97%) Oracle EBS R12
2 3 (2.38%) Oracle Applications
2 3 (2.38%) Oracle Assets
2 3 (2.38%) Oracle Cash Management
2 3 (2.38%) Oracle FAH
2 3 (2.38%) Oracle Payables
2 3 (2.38%) Oracle Receivables
3 2 (1.59%) Oracle 11i
4 1 (0.79%) WebTrends
Cloud Services
1 24 (19.05%) Google Analytics
2 4 (3.17%) Adobe Analytics
3 3 (2.38%) Adobe Creative Cloud
4 1 (0.79%) Amazon AWS
4 1 (0.79%) Amazon EC2
4 1 (0.79%) Microsoft Azure
Communications & Networking
1 2 (1.59%) Network Security
2 1 (0.79%) DNS
2 1 (0.79%) Internet
2 1 (0.79%) TCP/IP
Database & Business Intelligence
1 15 (11.90%) Hadoop
2 14 (11.11%) Data Warehouse
3 9 (7.14%) QlikView
4 8 (6.35%) SAS Enterprise Guide
4 8 (6.35%) SQL Server
5 7 (5.56%) SAS Enterprise Miner
5 7 (5.56%) SQL Server Reporting Services
6 6 (4.76%) Big Data
6 6 (4.76%) SQL Server 2012
6 6 (4.76%) SQL Server 2014
6 6 (4.76%) SQL Server Integration Services
7 5 (3.97%) SQL Server Analysis Services
8 4 (3.17%) GIS
8 4 (3.17%) NoSQL
9 3 (2.38%) Apache Hive
9 3 (2.38%) Spotfire
10 2 (1.59%) Data Mining
10 2 (1.59%) Oracle BI EE
10 2 (1.59%) Oracle Database 11g
10 2 (1.59%) PostgreSQL
Development Applications
1 6 (4.76%) Team Foundation Server
1 6 (4.76%) Visual Studio
2 1 (0.79%) Checkstyle
2 1 (0.79%) Eclipse
2 1 (0.79%) FindBugs
2 1 (0.79%) ReSharper
General
1 66 (52.38%) Finance
2 49 (38.89%) Banking
3 17 (13.49%) Marketing
4 13 (10.32%) Retail
5 6 (4.76%) Telecoms
6 5 (3.97%) Legal
7 4 (3.17%) Corporate Banking
7 4 (3.17%) General Ledger
8 3 (2.38%) Advertising
8 3 (2.38%) Billing
8 3 (2.38%) Games
8 3 (2.38%) Manufacturing
8 3 (2.38%) Publishing
8 3 (2.38%) Retail Banking
9 2 (1.59%) Front Office
10 1 (0.79%) Brand Awareness
10 1 (0.79%) Local Government
Job Titles
1 24 (19.05%) Project Manager
2 22 (17.46%) Analyst
2 22 (17.46%) Developer
2 22 (17.46%) Financial Services Project Manager
3 21 (16.67%) IT Manager
3 21 (16.67%) IT Project Manager
3 21 (16.67%) IT Services Manager
4 16 (12.70%) Consultant
5 6 (4.76%) QlikView Developer
6 5 (3.97%) Designer
6 5 (3.97%) Senior Developer
6 5 (3.97%) Statistical Analyst
7 4 (3.17%) Business Intelligence Developer
7 4 (3.17%) Data Consultant
7 4 (3.17%) Data Integration Consultant
7 4 (3.17%) Informatica Consultant
7 4 (3.17%) Integration Consultant
7 4 (3.17%) Senior Consultant
7 4 (3.17%) Web Developer
8 3 (2.38%) Governance Analyst
Libraries, Frameworks & Software Standards
1 15 (11.90%) HTML
2 13 (10.32%) CSS
3 6 (4.76%) .NET
4 5 (3.97%) XML
5 4 (3.17%) HTML5
6 3 (2.38%) Web Services
7 2 (1.59%) ASP.NET
7 2 (1.59%) ASP.NET MVC
7 2 (1.59%) D3.js
7 2 (1.59%) jQuery
7 2 (1.59%) Kafka
7 2 (1.59%) LINQ
7 2 (1.59%) RESTful
7 2 (1.59%) XSLT
8 1 (0.79%) LESS
8 1 (0.79%) PhoneGap
8 1 (0.79%) PostGIS
8 1 (0.79%) Twitter Bootstrap
8 1 (0.79%) VTK
8 1 (0.79%) WebGL
Miscellaneous
1 34 (26.98%) Analytical Skills
2 15 (11.90%) Management Information System
3 14 (11.11%) Data Integration
4 9 (7.14%) Credit Risk
4 9 (7.14%) Mathematics
5 8 (6.35%) User Experience
6 7 (5.56%) Economics
6 7 (5.56%) Statistics
7 6 (4.76%) Visualisation
8 5 (3.97%) Mobile App
8 5 (3.97%) Psychology
9 4 (3.17%) Computer Science
10 3 (2.38%) Data Structures
10 3 (2.38%) Enterprise Software
10 3 (2.38%) Graphic Design
10 3 (2.38%) Social Media
11 2 (1.59%) Cryptography
11 2 (1.59%) Digital Media
11 2 (1.59%) Fintech
11 2 (1.59%) PKI
Operating Systems
1 2 (1.59%) Linux
2 1 (0.79%) Ubuntu
2 1 (0.79%) Unix
2 1 (0.79%) Windows
Processes & Methodologies
1 48 (38.10%) Agile Software Development
2 33 (26.19%) Project Management
3 30 (23.81%) Web Analytics
4 22 (17.46%) Business Intelligence
4 22 (17.46%) Data Management
5 15 (11.90%) Data Modelling
6 14 (11.11%) Data Analysis
7 13 (10.32%) Data Analytics
8 12 (9.52%) SEO
9 11 (8.73%) Anti-Money Laundering
9 11 (8.73%) Data Governance
9 11 (8.73%) ETL
9 11 (8.73%) Line Management
9 11 (8.73%) Scrum
10 10 (7.94%) Information Security
11 9 (7.14%) Digital Marketing
11 9 (7.14%) Risk Management
12 8 (6.35%) Dashboard Development
12 8 (6.35%) Technical Analysis
12 8 (6.35%) Workflow
Programming Languages
1 31 (24.60%) SQL
2 12 (9.52%) C#
3 10 (7.94%) JavaScript
4 9 (7.14%) Java
4 9 (7.14%) R
5 6 (4.76%) Python
5 6 (4.76%) T-SQL
6 5 (3.97%) VBA
7 4 (3.17%) C++
7 4 (3.17%) Scala
8 3 (2.38%) PL/SQL
9 2 (1.59%) F#
9 2 (1.59%) PHP
10 1 (0.79%) CFML
10 1 (0.79%) MATLAB
Qualifications
1 26 (20.63%) Degree
2 8 (6.35%) CISSP
3 5 (3.97%) CISA
3 5 (3.97%) CISM
4 4 (3.17%) MBA
5 3 (2.38%) ACCA
5 3 (2.38%) CIMA
5 3 (2.38%) ISEB
5 3 (2.38%) ITIL Certification
5 3 (2.38%) PhD
6 2 (1.59%) ISTQB
6 2 (1.59%) ISTQB Foundation Certification
6 2 (1.59%) PMI Certification
7 1 (0.79%) CFA
7 1 (0.79%) CIPD
Quality Assurance & Compliance
1 9 (7.14%) Data Quality
2 6 (4.76%) ISO/IEC 27001
3 4 (3.17%) QA
4 3 (2.38%) PCI DSS
5 1 (0.79%) FATCA
System Software
1 2 (1.59%) Apache Flume
1 2 (1.59%) HDFS
Systems Management
1 3 (2.38%) TeamSite
2 2 (1.59%) Ambari
2 2 (1.59%) Hadoop YARN
2 2 (1.59%) Oozie
3 1 (0.79%) CA Wily
3 1 (0.79%) HP Fortify
Vendors
1 23 (18.25%) Google
2 15 (11.90%) Microsoft
3 13 (10.32%) Adobe
4 10 (7.94%) Tableau
5 8 (6.35%) IBM
5 8 (6.35%) Oracle
6 7 (5.56%) Informatica
7 4 (3.17%) CA
7 4 (3.17%) MicroStrategy
8 2 (1.59%) Cognos
8 2 (1.59%) Splunk
8 2 (1.59%) Teradata
9 1 (0.79%) Alteryx
9 1 (0.79%) Apple
9 1 (0.79%) Birst
9 1 (0.79%) Facebook
9 1 (0.79%) Jaspersoft
9 1 (0.79%) Pega
9 1 (0.79%) Salesforce Marketing Cloud
9 1 (0.79%) Twitter
Edinburgh & Lothians
Rockhall Recruitment
Salary: From £35,000 to £55,000 per annum + Package
Posted: 11 hours ago
Edinburgh, Midlothian
Net Talent
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 14 hours ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 14 hours ago
Edinburgh & Lothians
Optima Connections
Salary: From £50,000 to £65,000 per annum + Bonus + Benefits
Posted: 15 hours ago
Edinburgh, Midlothian
McGregor Boyall
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 2 days ago
Edinburgh
Capita plc
Salary: £20000 - £23000.00 per annum + £DOE
Posted: 3 days ago
Edinburgh, Midlothian
CGI
Salary: £55000 - £65000 per annum + benefits
Posted: 7 days ago
Edinburgh
Churchill Frank International
Salary: £30000 - £40000 per annum + 25% Cash, benefits, pension
Posted: 14 days ago
Edinburgh
Huxley
Salary: £45000 - £70000 per annum + competitive
Posted: 27 days ago