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

3 months to
29 May 2016
Same period 2015 Same period 2014
Analytics
Rank 43 54 77
Rank change year-on-year
+11 +23
Permanent jobs citing Analytics 54 46 41
As % of all permanent IT jobs located in Edinburgh 4.41% 3.35% 2.58%
As % of the Processes & Methodologies category 4.86% 3.76% 2.93%
Number of salaries quoted 37 36 20
Median salary £57,500 £46,250 £46,750
Median salary % change year-on-year
+24.32% -1.06%
90% offered a salary of more than £30,600 £30,000 £29,800
10% offered a salary of more than £77,000 £58,750 £100,000
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
1110 1224 1397
As % of all permanent IT jobs located in Edinburgh 90.69% 89.08% 87.97%
Number of salaries quoted 675 747 915
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £70,000 £60,000 £60,000
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 29 May 2016.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 May 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 56 (48.28%) SAS
2 49 (42.24%) Banking
3 40 (34.48%) Finance
4 39 (33.62%) Agile Software Development
5 35 (30.17%) Business Intelligence
6 28 (24.14%) SQL Server
7 27 (23.28%) SQL
8 26 (22.41%) Big Data
9 25 (21.55%) Data Analytics
9 25 (21.55%) Data Modelling
9 25 (21.55%) Credit Risk
9 25 (21.55%) Visualisation
10 22 (18.97%) Data Management
11 20 (17.24%) Data Visualisation
11 20 (17.24%) Project Management
12 18 (15.52%) Web Analytics
13 17 (14.66%) Hadoop
13 17 (14.66%) Oracle
13 17 (14.66%) R
14 16 (13.79%) Statistical Modelling
14 16 (13.79%) Analytical Skills
14 16 (13.79%) Microsoft
14 16 (13.79%) Retail
15 15 (12.93%) Tableau
16 14 (12.07%) SPSS
16 14 (12.07%) Data Governance
16 14 (12.07%) QlikView
16 14 (12.07%) Wireframes
17 13 (11.21%) Marketing
17 13 (11.21%) Degree

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 56 (48.28%) SAS
2 10 (8.62%) Apache Spark
3 2 (1.72%) MS Exchange
3 2 (1.72%) Umbraco
4 1 (0.86%) Apache Pig
4 1 (0.86%) CMS
4 1 (0.86%) GeoServer
Applications
1 14 (12.07%) SPSS
2 10 (8.62%) MS PowerPoint
3 8 (6.90%) MS Excel
4 5 (4.31%) MS Office
5 4 (3.45%) S-PLUS
5 4 (3.45%) Stata
Cloud Services
1 12 (10.34%) Google Analytics
2 1 (0.86%) Google Cloud Platform
2 1 (0.86%) Office 365
Communications & Networking
1 3 (2.59%) SAN
2 2 (1.72%) Firewall
2 2 (1.72%) Unified Communications
3 1 (0.86%) Remote Desktop
Database & Business Intelligence
1 28 (24.14%) SQL Server
2 26 (22.41%) Big Data
3 17 (14.66%) Hadoop
4 14 (12.07%) QlikView
5 12 (10.34%) Data Warehouse
6 11 (9.48%) SAS Enterprise Guide
7 10 (8.62%) SQL Server Integration Services
7 10 (8.62%) SQL Server Reporting Services
8 9 (7.76%) SAS Enterprise Miner
9 8 (6.90%) BusinessObjects
9 8 (6.90%) PostgreSQL
10 5 (4.31%) MongoDB
10 5 (4.31%) SQL Server Analysis Services
11 4 (3.45%) Data Mining
11 4 (3.45%) SQL Server 2012
11 4 (3.45%) SQL Server 2014
12 3 (2.59%) Base SAS
12 3 (2.59%) Spotfire
13 2 (1.72%) SAS EBI
13 2 (1.72%) SQL Server 2008
Development Applications
1 5 (4.31%) Team Foundation Server
2 4 (3.45%) Visual Studio
General
1 49 (42.24%) Banking
2 40 (34.48%) Finance
3 16 (13.79%) Retail
4 13 (11.21%) Marketing
5 11 (9.48%) Games
6 4 (3.45%) Investment Banking
6 4 (3.45%) Retail Banking
6 4 (3.45%) Telecoms
7 2 (1.72%) Front Office
7 2 (1.72%) Local Government
8 1 (0.86%) General Ledger
Job Titles
1 20 (17.24%) Consultant
2 19 (16.38%) Analyst
2 19 (16.38%) Developer
3 15 (12.93%) Project Manager
4 14 (12.07%) Financial Services Project Manager
5 13 (11.21%) IT Manager
5 13 (11.21%) IT Project Manager
5 13 (11.21%) IT Services Manager
6 12 (10.34%) Analytics Manager
7 11 (9.48%) Business Intelligence Manager
7 11 (9.48%) Data Analytics Manager
7 11 (9.48%) Data Manager
8 7 (6.03%) Senior Consultant
9 6 (5.17%) QlikView Developer
9 6 (5.17%) SAS Consultant
9 6 (5.17%) Senior Developer
10 4 (3.45%) Business Intelligence Developer
10 4 (3.45%) Data Scientist
10 4 (3.45%) Qualitative Analyst
10 4 (3.45%) SQL Analyst
Libraries, Frameworks & Software Standards
1 9 (7.76%) HTML
2 7 (6.03%) .NET
3 5 (4.31%) CSS
3 5 (4.31%) D3.js
4 3 (2.59%) Middleware
4 3 (2.59%) XML
5 2 (1.72%) HTML5
5 2 (1.72%) LINQ
6 1 (0.86%) Ajax
6 1 (0.86%) CGI
6 1 (0.86%) Kafka
6 1 (0.86%) OpenGL
6 1 (0.86%) PostGIS
6 1 (0.86%) SOAP
6 1 (0.86%) VTK
6 1 (0.86%) WebGL
Miscellaneous
1 25 (21.55%) Credit Risk
1 25 (21.55%) Visualisation
2 16 (13.79%) Analytical Skills
3 12 (10.34%) Management Information System
4 11 (9.48%) Mathematics
5 10 (8.62%) Informatics
6 7 (6.03%) Economics
6 7 (6.03%) Statistics
7 6 (5.17%) Computer Science
8 5 (4.31%) Data Integration
9 4 (3.45%) Applied Mathematics
9 4 (3.45%) Credit Derivative
9 4 (3.45%) Derivative
9 4 (3.45%) Enterprise Software
9 4 (3.45%) Fixed Income
9 4 (3.45%) Physics
10 3 (2.59%) Psychology
11 2 (1.72%) Fintech
11 2 (1.72%) IVR
11 2 (1.72%) User Experience
Operating Systems
1 7 (6.03%) Linux
1 7 (6.03%) Windows
2 3 (2.59%) Unix
3 1 (0.86%) Red Hat Enterprise Linux
3 1 (0.86%) Windows Server 2003
3 1 (0.86%) Windows Server 2012
Processes & Methodologies
1 39 (33.62%) Agile Software Development
2 35 (30.17%) Business Intelligence
3 25 (21.55%) Data Analytics
3 25 (21.55%) Data Modelling
4 22 (18.97%) Data Management
5 20 (17.24%) Data Visualisation
5 20 (17.24%) Project Management
6 18 (15.52%) Web Analytics
7 16 (13.79%) Statistical Modelling
8 14 (12.07%) Data Governance
8 14 (12.07%) Wireframes
9 12 (10.34%) Business Development
9 12 (10.34%) ETL
10 11 (9.48%) Anti-Money Laundering
11 10 (8.62%) Data Analysis
11 10 (8.62%) Risk Analytics
11 10 (8.62%) Scrum
12 9 (7.76%) Presales
13 8 (6.90%) Dashboard Development
13 8 (6.90%) Technical Analysis
Programming Languages
1 27 (23.28%) SQL
2 17 (14.66%) R
3 12 (10.34%) C#
4 9 (7.76%) VBA
5 8 (6.90%) C++
5 8 (6.90%) JavaScript
6 7 (6.03%) Java
6 7 (6.03%) Python
7 5 (4.31%) MATLAB
7 5 (4.31%) Scala
7 5 (4.31%) T-SQL
8 2 (1.72%) F#
8 2 (1.72%) PowerShell
9 1 (0.86%) PHP
9 1 (0.86%) PL/SQL
Qualifications
1 13 (11.21%) Degree
2 4 (3.45%) CISSP
2 4 (3.45%) PhD
3 3 (2.59%) ISEB
3 3 (2.59%) ISTQB
3 3 (2.59%) ISTQB Foundation Certification
3 3 (2.59%) ITIL Certification
3 3 (2.59%) MCSA
3 3 (2.59%) MCSE
3 3 (2.59%) Microsoft Certification
Quality Assurance & Compliance
1 6 (5.17%) Data Quality
2 4 (3.45%) IAS 39
3 3 (2.59%) ISO/IEC 27001
4 1 (0.86%) FATCA
4 1 (0.86%) PCI DSS
4 1 (0.86%) QA
System Software
1 6 (5.17%) VMware Infrastructure
2 3 (2.59%) vSphere
3 2 (1.72%) Active Directory
4 1 (0.86%) Apache Flume
4 1 (0.86%) HDFS
Systems Management
1 4 (3.45%) Puppet
2 3 (2.59%) Opscode Chef
3 2 (1.72%) Ansible
4 1 (0.86%) Ambari
4 1 (0.86%) Hadoop YARN
4 1 (0.86%) HP Quality Center
4 1 (0.86%) Oozie
4 1 (0.86%) Red Hat Spacewalk
4 1 (0.86%) TeamSite
Vendors
1 17 (14.66%) Oracle
2 16 (13.79%) Microsoft
3 15 (12.93%) Tableau
4 12 (10.34%) Google
5 7 (6.03%) VMware
6 5 (4.31%) Hyperion
7 4 (3.45%) Ab Initio
7 4 (3.45%) Adobe
7 4 (3.45%) Greenplum
7 4 (3.45%) Informatica
7 4 (3.45%) Netezza
7 4 (3.45%) Teradata
8 3 (2.59%) Red Hat
9 2 (1.72%) Avaya
9 2 (1.72%) Cognos
9 2 (1.72%) Verint
10 1 (0.86%) Facebook
10 1 (0.86%) Jaspersoft
10 1 (0.86%) Splunk
10 1 (0.86%) Twitter
Edinburgh, Midlothian
ECM Selection
Salary: £Excellent + top benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 3 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £35000.00 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £26000 - £30000 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £40000 - £65000 per annum + + benefits
Posted: 5 days ago
Edinburgh
Churchill Frank International
Salary: £40000 - £65000 per annum
Posted: 6 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 4 days ago
Edinburgh
Churchill Frank International
Salary: £45000 - £50000 per annum + Negotiable
Posted: 10 days ago
Edinburgh
Real Staffing
Salary: £36000 per annum + competitive benefits
Posted: 12 days ago
Edinburgh, Midlothian
CGI
Salary: £50000 - £65000 per annum + benefits
Posted: 26 days ago
Edinburgh
Real Staffing
Salary: £36000 per annum + competitive bonus and benefits
Posted: 26 days ago