The first table below looks at the demand for Data Analysis skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 16 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Scotland region.

Location
3 months to
16 Apr 2014
Same period 2013 Same period 2012
Data Analysis
Rank 120 132 135
Rank change year-on-year
+12 +3
Permanent jobs citing Data Analysis 54 29 23
As % of all permanent IT jobs located in Scotland 1.32% 0.92% 0.65%
As % of the Processes & Methodologies category 1.67% 1.18% 0.89%
Number of salaries quoted 17 11 16
Average salary £42,500 £42,500 £38,750
Average salary % change year-on-year
- +9.67%
90% offered a salary of more than £27,300 £35,000 £26,500
10% offered a salary of more than £55,000 £65,000 £50,000
UK excluding London average salary £40,000 £35,000 £37,500
% change year-on-year
+14.28% -6.66%
Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
3231 2457 2579
As % of all permanent IT jobs located in Scotland 79.09% 77.63% 73.27%
Number of salaries quoted 2108 1404 1903
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,052
% change year-on-year
+6.25% -0.12%
Data Analysis
UK

Data Analysis
Jobs Demand Trend in Scotland

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

Data Analysis Jobs Demand Trend in Scotland

Data Analysis
Salary Trend in Scotland

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

Data Analysis Salary Trend in Scotland

Data Analysis
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Analysis across the Scotland region over the 3 months to 16 April 2014.

Data Analysis Salary Histogram in Scotland

Data Analysis
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Analysis within the Scotland region over the 3 months to 16 April 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click each for more statistics)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Find
Job
Vacancies
Glasgow +11 36 £42,500 +13.33% 3
Edinburgh -23 16 £43,000 -9.47% 4
Stirling - 2 - - 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Scotland

For the 6 months to 16 April 2014, IT jobs across the Scotland region citing Data Analysis 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 Data Analysis.

1 35 (39.77%) SQL
2 34 (38.64%) Finance
3 28 (31.82%) Oracle
4 25 (28.41%) Business Intelligence
5 21 (23.86%) UNIX
6 19 (21.59%) Relational Database
7 18 (20.45%) SQL Server
8 17 (19.32%) Java
8 17 (19.32%) Data Warehouse
8 17 (19.32%) Agile Software Development
8 17 (19.32%) Systems Analysis
9 16 (18.18%) Spring
9 16 (18.18%) Hibernate
9 16 (18.18%) Data Modelling
10 14 (15.91%) C#
10 14 (15.91%) .NET
10 14 (15.91%) Banking
11 12 (13.64%) User Acceptance Testing
12 11 (12.50%) Scrum
12 11 (12.50%) RDBMS
12 11 (12.50%) ETL
12 11 (12.50%) Analytics
13 10 (11.36%) TDD
13 10 (11.36%) SAS
13 10 (11.36%) MS Excel
13 10 (11.36%) Microsoft
13 10 (11.36%) Management Information System
13 10 (11.36%) Oracle Database
14 9 (10.23%) Project Management
14 9 (10.23%) OLAP

Data Analysis
Top Related IT Skills in Scotland by Category

For the 6 months to 16 April 2014, IT jobs across the Scotland region citing Data Analysis 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 Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 10 (11.36%) SAS
2 9 (10.23%) Tomcat
3 4 (4.55%) SharePoint
3 4 (4.55%) SugarCRM
3 4 (4.55%) Drupal
3 4 (4.55%) Alfresco
3 4 (4.55%) OpenStack
4 1 (1.14%) Node.js
4 1 (1.14%) BizTalk Server
4 1 (1.14%) Oracle Application Server
Applications
1 10 (11.36%) MS Excel
2 2 (2.27%) MS Office
3 1 (1.14%) MS Visio
3 1 (1.14%) MS PowerPoint
Business Applications
1 3 (3.41%) Google Analytics
2 2 (2.27%) SiteCatalyst
2 2 (2.27%) WebTrends
2 2 (2.27%) Cognos TM1
2 2 (2.27%) Dynamics CRM
3 1 (1.14%) Dynamics AX
3 1 (1.14%) Remedy ITSM
3 1 (1.14%) Agresso
Communications & Networking
1 2 (2.27%) Firewall
1 2 (2.27%) LAN
1 2 (2.27%) WAN
2 1 (1.14%) HTTP
2 1 (1.14%) PPP
2 1 (1.14%) VPN
2 1 (1.14%) OSPF
2 1 (1.14%) BGP
2 1 (1.14%) ATM
2 1 (1.14%) ISDN
2 1 (1.14%) FDDI
2 1 (1.14%) Cisco ASA
2 1 (1.14%) xDSL
2 1 (1.14%) MRTG
2 1 (1.14%) Cisco Nexus
2 1 (1.14%) HSRP
2 1 (1.14%) Structured Cabling
Database & Business Intelligence
1 19 (21.59%) Relational Database
2 18 (20.45%) SQL Server
3 17 (19.32%) Data Warehouse
4 11 (12.50%) RDBMS
5 10 (11.36%) Oracle Database
6 9 (10.23%) OLAP
6 9 (10.23%) SQL Server Integration Services
7 8 (9.09%) SQL Server Reporting Services
8 6 (6.82%) SQL Server 2005
8 6 (6.82%) Oracle Database 10g
8 6 (6.82%) Oracle Database 11g
9 4 (4.55%) SQL Server Analysis Services
9 4 (4.55%) Pentaho
9 4 (4.55%) Hadoop
9 4 (4.55%) MongoDB
9 4 (4.55%) NoSQL
9 4 (4.55%) Big Data
9 4 (4.55%) PostgreSQL
9 4 (4.55%) MySQL
9 4 (4.55%) Oracle OLAP
Development Applications
1 4 (4.55%) ERwin
1 4 (4.55%) Subversion
1 4 (4.55%) Maven
1 4 (4.55%) Selenium
1 4 (4.55%) Talend Open Studio
1 4 (4.55%) Jasmine
1 4 (4.55%) Jenkins
2 3 (3.41%) MagicDraw
2 3 (3.41%) ClearCase
2 3 (3.41%) Eclipse
3 2 (2.27%) Hudson
4 1 (1.14%) Team Foundation Server
4 1 (1.14%) Cucumber
4 1 (1.14%) JUnit
4 1 (1.14%) VSS/SourceSafe
4 1 (1.14%) Oracle Forms
General
1 34 (38.64%) Finance
2 14 (15.91%) Banking
3 6 (6.82%) Marketing
4 4 (4.55%) Retail
5 3 (3.41%) Investment Banking
6 2 (2.27%) Publishing
7 1 (1.14%) Arabic Language
7 1 (1.14%) Japanese Language
7 1 (1.14%) Law
7 1 (1.14%) Legal
Job Titles
1 42 (47.73%) Analyst
2 28 (31.82%) Developer
3 23 (26.14%) Business Analyst
4 17 (19.32%) Systems Analyst
5 12 (13.64%) Business Systems Analyst
6 7 (7.95%) Consultant
6 7 (7.95%) Data Analyst
6 7 (7.95%) Java Developer
6 7 (7.95%) Lead Developer
7 6 (6.82%) Cognos Developer
8 5 (5.68%) Business Intelligence Developer
8 5 (5.68%) Support Analyst
9 4 (4.55%) Data Architect
9 4 (4.55%) Architect
9 4 (4.55%) Senior Consultant
9 4 (4.55%) Business Developer
9 4 (4.55%) PMO Analyst
10 3 (3.41%) Data Consultant
10 3 (3.41%) Portfolio Analyst
10 3 (3.41%) Information Architect
Libraries, Frameworks & Software Standards
1 16 (18.18%) Hibernate
1 16 (18.18%) Spring
2 14 (15.91%) .NET
3 4 (4.55%) Middleware
3 4 (4.55%) Django
3 4 (4.55%) MapReduce
3 4 (4.55%) PostGIS
4 3 (3.41%) .NET Framework
4 3 (3.41%) J2EE
4 3 (3.41%) ASP.NET
5 2 (2.27%) GWT
6 1 (1.14%) Ruby on Rails
Miscellaneous
1 10 (11.36%) Management Information System
2 5 (5.68%) Open Source
3 4 (4.55%) GIS
3 4 (4.55%) Data Integration
4 2 (2.27%) Computer Science
4 2 (2.27%) iPad
5 1 (1.14%) Data Extraction
5 1 (1.14%) Replication
5 1 (1.14%) Statistics
5 1 (1.14%) Client/Server
5 1 (1.14%) Mainframe
Operating Systems
1 21 (23.86%) UNIX
2 5 (5.68%) Linux
3 4 (4.55%) Red Hat Enterprise Linux
4 2 (2.27%) Windows
Processes & Methodologies
1 25 (28.41%) Business Intelligence
2 17 (19.32%) Agile Software Development
2 17 (19.32%) Systems Analysis
3 16 (18.18%) Data Modelling
4 12 (13.64%) User Acceptance Testing
5 11 (12.50%) Analytics
5 11 (12.50%) Scrum
5 11 (12.50%) ETL
6 10 (11.36%) TDD
7 9 (10.23%) Asset Management
7 9 (10.23%) Project Management
7 9 (10.23%) Waterfall
8 8 (9.09%) Requirements Analysis
9 7 (7.95%) Kanban
9 7 (7.95%) ERD
9 7 (7.95%) UML
9 7 (7.95%) Stakeholder Management
10 6 (6.82%) PRINCE2
11 5 (5.68%) ERP
11 5 (5.68%) Change Management
Programming Languages
1 35 (39.77%) SQL
2 17 (19.32%) Java
3 14 (15.91%) C#
4 5 (5.68%) PL/SQL
5 4 (4.55%) Ruby
5 4 (4.55%) Python
5 4 (4.55%) PHP
5 4 (4.55%) JavaScript
5 4 (4.55%) T-SQL
6 3 (3.41%) VBScript
7 2 (2.27%) Perl
7 2 (2.27%) Shell Script
8 1 (1.14%) VB
Qualifications
1 6 (6.82%) Degree
2 3 (3.41%) CISSP
2 3 (3.41%) CISA
2 3 (3.41%) CISM
3 2 (2.27%) PMP
3 2 (2.27%) PMI Certification
4 1 (1.14%) Cisco Certification
4 1 (1.14%) Microsoft Certification
4 1 (1.14%) MBA
4 1 (1.14%) MCITP
4 1 (1.14%) CCNP
Quality Assurance & Compliance
1 3 (3.41%) PCI DSS
2 2 (2.27%) SLA
System Software
1 3 (3.41%) Active Directory
1 3 (3.41%) IAG
Systems Management
1 4 (4.55%) Puppet
1 4 (4.55%) Opscode Chef
2 1 (1.14%) CiscoWorks
2 1 (1.14%) Data Guard
2 1 (1.14%) WhatsUp Gold
2 1 (1.14%) McAfee ePO
Vendors
1 28 (31.82%) Oracle
2 10 (11.36%) Microsoft
3 8 (9.09%) Cognos
3 8 (9.09%) Sybase
4 6 (6.82%) Informatica
5 4 (4.55%) Teradata
5 4 (4.55%) SAP
5 4 (4.55%) JBoss
5 4 (4.55%) Talend
5 4 (4.55%) Jaspersoft
6 3 (3.41%) Vertica
6 3 (3.41%) Business Objects
6 3 (3.41%) Google
6 3 (3.41%) Planview
7 2 (2.27%) IBM
8 1 (1.14%) Cyber-Ark
8 1 (1.14%) SolarWinds
8 1 (1.14%) Splunk
8 1 (1.14%) CheckPoint
8 1 (1.14%) Remedy
Edinburgh
Churchill Frank
Salary: £30000 - £50000 per annum + Benefits
Posted: 11 hours ago
Edinburgh
Churchill Frank
Salary: £30000 - £50000 per annum + Benefits
Posted: 11 hours ago
Glasgow
Computer Futures
Salary: £50000 - £70000 per annum
Posted: 23 days ago
Lanarkshire, Glasgow
Barclays Corporate
Salary: Competitive
Posted: 26 days ago
Lanarkshire, Glasgow
Barclays Corporate
Salary: Competitive
Posted: 27 days ago