Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Performance Monitoring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Performance Monitoring over the 6 months to 11 December 2018 with a comparison to the same period in the previous 2 years.

Performance Monitoring
UK > Scotland
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 205 221 197
Rank change year-on-year +16 -24 +22
Permanent jobs citing Performance Monitoring 21 9 13
As % of all permanent IT jobs advertised in Scotland 0.39% 0.16% 0.26%
As % of the Processes & Methodologies category 0.42% 0.17% 0.28%
Number of salaries quoted 13 7 2
Scotland median annual salary £42,500 £52,500 £30,750
Median salary % change year-on-year -19.05% +70.73% -24.07%
10th Percentile £34,150 £37,750 £26,825
90th Percentile £57,000 £54,750 £35,275
UK median annual salary £52,500 £47,500 £46,500
% change year-on-year +10.53% +2.15% +3.33%

Performance Monitoring 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 4,994 5,198 4,639
As % of all permanent IT jobs advertised in Scotland 93.64% 92.26% 92.61%
Number of salaries quoted 3,222 3,364 2,865
Scotland median annual salary £45,000 £44,603 £44,500
Median salary % change year-on-year +0.89% +0.23% +4.71%
10th Percentile £28,750 £28,250 £28,250
90th Percentile £69,713 £65,000 £65,000
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Performance Monitoring
Job Vacancy Trend in Scotland

Job postings citing Performance Monitoring as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Performance Monitoring in Scotland

Performance Monitoring
Salary Trend in Scotland

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

Salary trend for Performance Monitoring in Scotland

Performance Monitoring
Salary Histogram in Scotland

The salary distribution of IT jobs citing Performance Monitoring in Scotland over the 6 months to 11 December 2018.

Salary histogram for Performance Monitoring in Scotland

Performance Monitoring
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Monitoring within the Scotland region over the 6 months to 11 December 2018. 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
Edinburgh +3 11 £40,000 -23.81% 2
Glasgow - 9 £42,500 - 2
West Lothian - 1 - -
Performance Monitoring
UK

For the 6 months to 11 December 2018, IT jobs citing Performance Monitoring also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for Performance Monitoring.

1 11 (52.38%) Agile Software Development
2 9 (42.86%) Finance
2 9 (42.86%) DevOps
3 7 (33.33%) PowerShell
3 7 (33.33%) Microsoft
4 6 (28.57%) SQL
4 6 (28.57%) Microsoft Azure
4 6 (28.57%) Application Performance Monitoring
5 5 (23.81%) Amazon AWS
5 5 (23.81%) Migration
5 5 (23.81%) Performance Testing
5 5 (23.81%) LoadRunner
5 5 (23.81%) C#
5 5 (23.81%) Java
5 5 (23.81%) SQL Server
5 5 (23.81%) IBM
6 4 (19.05%) JBoss
6 4 (19.05%) Eclipse
6 4 (19.05%) XML
6 4 (19.05%) XSLT
6 4 (19.05%) HTML
6 4 (19.05%) JMeter
6 4 (19.05%) Workflow
6 4 (19.05%) Scrum
6 4 (19.05%) TDD
6 4 (19.05%) Banking
6 4 (19.05%) Continuous Integration
6 4 (19.05%) SilkPerformer
6 4 (19.05%) Java EE
6 4 (19.05%) DataPower

Performance Monitoring
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 4 (19.05%) JBoss
Cloud Services
1 6 (28.57%) Microsoft Azure
2 5 (23.81%) Amazon AWS
3 1 (4.76%) SaaS
Database & Business Intelligence
1 5 (23.81%) SQL Server
2 2 (9.52%) Oracle Database
2 2 (9.52%) Oracle Database 10g
2 2 (9.52%) Oracle Database 12c
3 1 (4.76%) DB2
Development Applications
1 5 (23.81%) LoadRunner
2 4 (19.05%) Eclipse
2 4 (19.05%) Gatling
2 4 (19.05%) JMeter
2 4 (19.05%) SilkPerformer
3 1 (4.76%) Git (software)
3 1 (4.76%) IntelliJ
3 1 (4.76%) Maven
3 1 (4.76%) Visual Studio Team System
General
1 9 (42.86%) Finance
2 4 (19.05%) Banking
3 1 (4.76%) Legal
3 1 (4.76%) Marketing
Job Titles
1 6 (28.57%) Analyst
2 4 (19.05%) Testing Analyst
2 4 (19.05%) Testing Specialist
3 3 (14.29%) Administrator
3 3 (14.29%) DBA
3 3 (14.29%) Development Team Leader
3 3 (14.29%) IT Administrator
3 3 (14.29%) Java Development Team Leader
3 3 (14.29%) Java Team Leader
3 3 (14.29%) Team Leader
4 2 (9.52%) Data Analyst
4 2 (9.52%) DevOps Engineer
4 2 (9.52%) Oracle DBA
5 1 (4.76%) Master Data Analyst
5 1 (4.76%) Monitoring Engineer
5 1 (4.76%) Performance Engineer
5 1 (4.76%) Senior DBA
5 1 (4.76%) Senior SQL Server DBA
5 1 (4.76%) Unix Engineer
5 1 (4.76%) Unix Support Engineer
Libraries, Frameworks & Software Standards
1 4 (19.05%) HTML
1 4 (19.05%) HTML5
1 4 (19.05%) Java EE
1 4 (19.05%) XML
1 4 (19.05%) XSLT
2 3 (14.29%) Drools
2 3 (14.29%) Hibernate
2 3 (14.29%) jBPM
2 3 (14.29%) Middleware
2 3 (14.29%) Spring
3 1 (4.76%) .NET
3 1 (4.76%) CGI
Miscellaneous
1 4 (19.05%) DataPower
2 3 (14.29%) Data Centre
3 1 (4.76%) Blog
3 1 (4.76%) Management Information System
Operating Systems
1 2 (9.52%) Unix
2 1 (4.76%) Windows
2 1 (4.76%) Windows Server
Processes & Methodologies
1 11 (52.38%) Agile Software Development
2 9 (42.86%) DevOps
3 6 (28.57%) Application Performance Monitoring
4 5 (23.81%) Migration
4 5 (23.81%) Performance Testing
5 4 (19.05%) Continuous Improvement
5 4 (19.05%) Continuous Integration
5 4 (19.05%) Microservices
5 4 (19.05%) Scenario Testing
5 4 (19.05%) Scrum
5 4 (19.05%) TDD
5 4 (19.05%) Test Planning
5 4 (19.05%) Test Strategy
5 4 (19.05%) Workflow
6 3 (14.29%) BPMN
6 3 (14.29%) Business Process Modelling
6 3 (14.29%) Kalman Filter
6 3 (14.29%) Performance Tuning
6 3 (14.29%) SOA
6 3 (14.29%) Technical Leadership
Programming Languages
1 7 (33.33%) PowerShell
2 6 (28.57%) SQL
3 5 (23.81%) C#
3 5 (23.81%) Java
4 3 (14.29%) VBScript
5 2 (9.52%) Bash Shell
5 2 (9.52%) JavaScript
5 2 (9.52%) Perl
5 2 (9.52%) PL/SQL
6 1 (4.76%) Python
Qualifications
1 2 (9.52%) Degree
System Software
1 3 (14.29%) VMware Infrastructure
2 2 (9.52%) Oracle RAC
Systems Management
1 2 (9.52%) Data Guard
1 2 (9.52%) Oracle Enterprise Manager
Vendors
1 7 (33.33%) Microsoft
2 5 (23.81%) IBM
3 3 (14.29%) HP
3 3 (14.29%) VMware
4 2 (9.52%) Oracle
4 2 (9.52%) Red Hat
4 2 (9.52%) SAP
5 1 (4.76%) AppDynamics
5 1 (4.76%) Cognos
5 1 (4.76%) Micro Focus
5 1 (4.76%) Twitter