The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Performance Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Performance Analysis over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Performance Analysis
Scotland / Edinburgh
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 97 - 98
Rank change year-on-year - 0  
Permanent jobs citing Performance Analysis 3 0 4
As % of all permanent IT jobs advertised in Edinburgh 0.24% - 0.29%
As % of the Processes & Methodologies category 0.26% - 0.32%
Number of salaries quoted 2 0 2
Median salary £53,750 - £36,000
UK excluding London median salary £43,000 £47,500 £40,000
% change year-on-year -9.47% +18.75%  

Performance Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1138 1103 1239
As % of all permanent IT job vacancies advertised in Edinburgh 91.85% 91.61% 89.78%
Number of salaries quoted 695 629 755
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £27,500 £32,000
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Performance Analysis
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Performance Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Performance Analysis in Edinburgh

Performance Analysis
Salary Trend in Edinburgh

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

Salary trend for Performance Analysis in Edinburgh

For the 6 months to 23 June 2017, IT jobs citing Performance 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 Edinburgh region with a requirement for Performance Analysis.

1 3 (75.00%) Agile Software Development
2 2 (50.00%) Lotus
2 2 (50.00%) Subversion
2 2 (50.00%) Data Analysis
2 2 (50.00%) Ajax
2 2 (50.00%) JSON
2 2 (50.00%) JIRA
2 2 (50.00%) Atlassian Bamboo
2 2 (50.00%) Continuous Integration
2 2 (50.00%) PowerShell
2 2 (50.00%) Git (software)
2 2 (50.00%) Apache Cassandra
2 2 (50.00%) Skype for Business
2 2 (50.00%) Unified Communications
2 2 (50.00%) Exchange Server 2010
2 2 (50.00%) C
2 2 (50.00%) Java
2 2 (50.00%) JavaScript
2 2 (50.00%) PHP
2 2 (50.00%) XML
2 2 (50.00%) ITIL
2 2 (50.00%) Unix
2 2 (50.00%) Linux
2 2 (50.00%) IBM Domino
2 2 (50.00%) RSS
2 2 (50.00%) MS Exchange
2 2 (50.00%) Active Directory
2 2 (50.00%) Symantec
2 2 (50.00%) Blackberry
2 2 (50.00%) Service Delivery

Performance Analysis
Co-occurring 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 2 (50.00%) Apache Spark
1 2 (50.00%) Confluence
1 2 (50.00%) Exchange Server 2010
1 2 (50.00%) IBM Domino
1 2 (50.00%) MS Exchange
1 2 (50.00%) Skype for Business
Cloud Services
1 2 (50.00%) Mimecast
2 1 (25.00%) Cloud Computing
Communications & Networking
1 2 (50.00%) Skype
1 2 (50.00%) Unified Communications
2 1 (25.00%) SAN
Database & Business Intelligence
1 2 (50.00%) Apache Cassandra
1 2 (50.00%) Hadoop
2 1 (25.00%) Big Data
2 1 (25.00%) Data Mining
2 1 (25.00%) Data Warehouse
2 1 (25.00%) HBase
Development Applications
1 2 (50.00%) Atlassian Bamboo
1 2 (50.00%) Bitbucket
1 2 (50.00%) Git (software)
1 2 (50.00%) Jenkins
1 2 (50.00%) JIRA
1 2 (50.00%) Subversion
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) IT Analyst
1 2 (50.00%) Systems Analyst
1 2 (50.00%) Systems Engineer
2 1 (25.00%) Development Engineer
2 1 (25.00%) IT Manager
2 1 (25.00%) Senior Analyst
2 1 (25.00%) Senior IT Manager
2 1 (25.00%) Senior Manager
2 1 (25.00%) Senior Systems Analyst
2 1 (25.00%) Systems Manager
2 1 (25.00%) Systems Test Engineer
2 1 (25.00%) Test Engineer
2 1 (25.00%) Unified Communications Manager
Libraries, Frameworks & Software Standards
1 2 (50.00%) Ajax
1 2 (50.00%) JSON
1 2 (50.00%) RSS
1 2 (50.00%) XML
2 1 (25.00%) RESTful
Miscellaneous
1 2 (50.00%) Blackberry
2 1 (25.00%) Algorithms
2 1 (25.00%) Client/Server
2 1 (25.00%) Computer Science
2 1 (25.00%) Data Structures
2 1 (25.00%) EMC VNX
2 1 (25.00%) Mobile App
2 1 (25.00%) Virtual Team
Operating Systems
1 2 (50.00%) Linux
1 2 (50.00%) Unix
2 1 (25.00%) Windows
2 1 (25.00%) Windows Server
2 1 (25.00%) Windows Server 2012
Processes & Methodologies
1 3 (75.00%) Agile Software Development
2 2 (50.00%) Continuous Integration
2 2 (50.00%) Data Analysis
2 2 (50.00%) DevOps
2 2 (50.00%) ITIL
2 2 (50.00%) Service Delivery
3 1 (25.00%) Continuous Delivery
3 1 (25.00%) Data Management
3 1 (25.00%) Functional Testing
3 1 (25.00%) OO
3 1 (25.00%) OOD
3 1 (25.00%) Performance Engineering
3 1 (25.00%) Scrum
3 1 (25.00%) SDLC
3 1 (25.00%) Software Testing
3 1 (25.00%) Test Scripting
3 1 (25.00%) UML
3 1 (25.00%) Unit Testing
3 1 (25.00%) User Stories
3 1 (25.00%) Validation
Programming Languages
1 2 (50.00%) C
1 2 (50.00%) Java
1 2 (50.00%) JavaScript
1 2 (50.00%) PHP
1 2 (50.00%) PowerShell
2 1 (25.00%) Shell Script
2 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Computer Science Degree
1 1 (25.00%) Degree
1 1 (25.00%) MCSA
1 1 (25.00%) MCSE
1 1 (25.00%) Microsoft Certification
System Software
1 2 (50.00%) Active Directory
2 1 (25.00%) Apache Flume
2 1 (25.00%) HDFS
2 1 (25.00%) KVM
2 1 (25.00%) Virtual Machines
2 1 (25.00%) VMware ESXi
Systems Management
1 2 (50.00%) Symantec Enterprise Vault
2 1 (25.00%) Cisco CUCM
2 1 (25.00%) SCOM
Vendors
1 2 (50.00%) Lotus
1 2 (50.00%) Symantec
2 1 (25.00%) EMC
2 1 (25.00%) ServiceNow
2 1 (25.00%) VMware