Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Technical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Technical Analysis over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Technical Analysis
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 204 198 207
Rank change year-on-year -6 +9 +6
Permanent jobs citing Technical Analysis 21 21 40
As % of all permanent IT jobs advertised in Scotland 0.38% 0.41% 0.62%
As % of the Processes & Methodologies category 0.41% 0.45% 0.68%
Number of salaries quoted 13 19 24
Scotland median annual salary £42,500 £50,000 £48,250
Median salary % change year-on-year -15.00% +3.63% +12.21%
10th Percentile £23,050 £42,250 £37,450
90th Percentile £57,500 £82,500 £53,750
UK median annual salary £50,000 £48,464 £45,000
% change year-on-year +3.17% +7.70% -

Technical Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5076 4719 5850
As % of all permanent IT jobs advertised in Scotland 90.84% 91.35% 90.84%
Number of salaries quoted 3234 2863 3710
Scotland median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,476 £47,500
% change year-on-year +1.06% +4.16% +5.56%

Technical Analysis
Job Vacancy Trend in Scotland

Job postings citing Technical Analysis as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Technical Analysis in Scotland

Technical Analysis
Salary Trend in Scotland

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

Salary trend for Technical Analysis in Scotland

Technical Analysis
Salary Histogram in Scotland

The salary distribution of IT jobs citing Technical Analysis in Scotland over the 6 months to 19 November 2017.

Salary histogram for Technical Analysis in Scotland

Technical Analysis
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Technical Analysis within the Scotland region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -6 14 £42,500 -5.56%
Edinburgh -14 6 £25,000 -52.38%
Aberdeen - 1 - -
Technical Analysis
UK

For the 6 months to 19 November 2017, IT jobs citing Technical Analysis 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 Scotland region with a requirement for Technical Analysis.

1 12 (57.14%) SQL
1 12 (57.14%) Relational Database
2 11 (52.38%) ITIL
3 8 (38.10%) Python
3 8 (38.10%) Web Development
3 8 (38.10%) PowerShell
3 8 (38.10%) Git (software)
4 7 (33.33%) ZABBIX
4 7 (33.33%) Open Source
4 7 (33.33%) Bash Shell
4 7 (33.33%) Puppet
4 7 (33.33%) NoSQL
4 7 (33.33%) Cloud Computing
4 7 (33.33%) DevOps
4 7 (33.33%) Grafana
4 7 (33.33%) Redis
4 7 (33.33%) CFEngine
4 7 (33.33%) Opscode Chef
4 7 (33.33%) SMTP
4 7 (33.33%) HTTP
4 7 (33.33%) TCP/IP
4 7 (33.33%) DNS
4 7 (33.33%) SSL
4 7 (33.33%) RHCE
4 7 (33.33%) Red Hat
4 7 (33.33%) Nagios
4 7 (33.33%) Configuration Management
4 7 (33.33%) Unix
4 7 (33.33%) Windows
4 7 (33.33%) Linux

Technical Analysis
Co-occurring IT Skills in Scotland 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 1 (4.76%) SAS
Cloud Services
1 7 (33.33%) Cloud Computing
Communications & Networking
1 7 (33.33%) DNS
1 7 (33.33%) HTTP
1 7 (33.33%) IPsec
1 7 (33.33%) SMTP
1 7 (33.33%) SSL
1 7 (33.33%) TCP/IP
Database & Business Intelligence
1 12 (57.14%) Relational Database
2 7 (33.33%) MySQL
2 7 (33.33%) NoSQL
2 7 (33.33%) Redis
3 5 (23.81%) Oracle Database
3 5 (23.81%) Oracle Reports
3 5 (23.81%) RDBMS
4 3 (14.29%) SQL Server
5 1 (4.76%) Data Warehouse
5 1 (4.76%) GIS
5 1 (4.76%) Hadoop
5 1 (4.76%) SQL Server 2005
5 1 (4.76%) SQL Server Analysis Services
5 1 (4.76%) SQL Server Integration Services
5 1 (4.76%) SQL Server Reporting Services
Development Applications
1 8 (38.10%) Git (software)
2 5 (23.81%) Oracle Forms
3 1 (4.76%) Subversion
3 1 (4.76%) Team Foundation Server
General
1 2 (9.52%) Finance
2 1 (4.76%) Banking
2 1 (4.76%) Electronics
2 1 (4.76%) Manufacturing
2 1 (4.76%) Marketing
2 1 (4.76%) Retail
2 1 (4.76%) Telecoms
Job Titles
1 7 (33.33%) Analyst
1 7 (33.33%) DevOps Engineer
2 5 (23.81%) Oracle Analyst
2 5 (23.81%) Senior Analyst
2 5 (23.81%) Senior Oracle Analyst
3 3 (14.29%) Developer
3 3 (14.29%) Team Leader
4 2 (9.52%) Support Team Leader
5 1 (4.76%) Applications Support
5 1 (4.76%) Banking Analyst
5 1 (4.76%) Business Intelligence Developer
5 1 (4.76%) Data Analyst
5 1 (4.76%) JavaScript Developer
5 1 (4.76%) Lead Developer
5 1 (4.76%) Software Team Leader
5 1 (4.76%) Support Engineer
5 1 (4.76%) Systems Engineer
5 1 (4.76%) Systems Support
5 1 (4.76%) Systems Support Engineer
5 1 (4.76%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (9.52%) CSS
1 2 (9.52%) jQuery
2 1 (4.76%) .NET
2 1 (4.76%) AngularJS
2 1 (4.76%) Ember.js
2 1 (4.76%) HTML
2 1 (4.76%) MDX
2 1 (4.76%) Node.js
2 1 (4.76%) React
2 1 (4.76%) REST
2 1 (4.76%) RESTful
2 1 (4.76%) XML
2 1 (4.76%) XSL
Miscellaneous
1 5 (23.81%) Management Information System
2 1 (4.76%) Analytical Skills
2 1 (4.76%) Cyber Attack
2 1 (4.76%) Cyberthreat
2 1 (4.76%) iPhone
Operating Systems
1 7 (33.33%) Linux
1 7 (33.33%) Unix
1 7 (33.33%) Windows
2 1 (4.76%) Android
Processes & Methodologies
1 11 (52.38%) ITIL
2 8 (38.10%) Web Development
3 7 (33.33%) Configuration Management
3 7 (33.33%) Data Management
3 7 (33.33%) DevOps
3 7 (33.33%) Open Source
4 6 (28.57%) Agile Software Development
4 6 (28.57%) SDLC
4 6 (28.57%) Unit Testing
5 5 (23.81%) Change Control
5 5 (23.81%) Innovative Thinking
5 5 (23.81%) Mentoring
6 4 (19.05%) CRM
6 4 (19.05%) ITIL V3
6 4 (19.05%) ITSM
6 4 (19.05%) People Management
6 4 (19.05%) Service Management
6 4 (19.05%) Trend Analysis
7 2 (9.52%) Business Intelligence
8 1 (4.76%) Ethical Hacking
Programming Languages
1 12 (57.14%) SQL
2 8 (38.10%) PowerShell
2 8 (38.10%) Python
3 7 (33.33%) Bash Shell
3 7 (33.33%) Perl
3 7 (33.33%) PHP
4 5 (23.81%) PL/SQL
5 3 (14.29%) C#
6 1 (4.76%) Data Analysis Expressions (DAX)
6 1 (4.76%) Java
6 1 (4.76%) JavaScript
6 1 (4.76%) R
6 1 (4.76%) T-SQL
Qualifications
1 7 (33.33%) RHCE
2 1 (4.76%) CCNP
2 1 (4.76%) CISA
2 1 (4.76%) Cisco Certification
2 1 (4.76%) CISM
2 1 (4.76%) CISSP
2 1 (4.76%) CRISC
2 1 (4.76%) Degree
2 1 (4.76%) Microsoft Certification
Systems Management
1 7 (33.33%) CFEngine
1 7 (33.33%) Grafana
1 7 (33.33%) Nagios
1 7 (33.33%) Opscode Chef
1 7 (33.33%) Puppet
1 7 (33.33%) ZABBIX
Vendors
1 7 (33.33%) Red Hat
2 5 (23.81%) Oracle
3 1 (4.76%) Microsoft
3 1 (4.76%) SAP