Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 2017

The following table provides summary statistics for permanent job vacancies 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 6 months to 17 October 2017 with a comparison to the same period in the previous 2 years.

Performance Analysis
UK
6 months to
17 Oct 2017		 Same period 2016 Same period 2015
Rank 745 887 842
Rank change year-on-year +142 -45 -22
Permanent jobs citing Performance Analysis 461 356 474
As % of all permanent IT jobs advertised in the UK 0.26% 0.19% 0.22%
As % of the Processes & Methodologies category 0.29% 0.21% 0.25%
Number of salaries quoted 287 258 341
UK median annual salary £55,000 £55,000 £47,500
Median salary % change year-on-year - +15.79% -
10th Percentile £31,250 £34,775 £31,250
90th Percentile £83,500 £90,375 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,000
% change year-on-year - +7.14% -6.67%

Performance 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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 157359 171111 192913
As % of all permanent IT jobs advertised in the UK 89.96% 89.17% 88.57%
Number of salaries quoted 123907 142468 158541
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +6.25%

Performance Analysis
Job Vacancy Trend

Job postings citing Performance Analysis as a percentage of all IT jobs advertised.

Job vacancy trend for Performance Analysis in the UK

Performance Analysis
Salary Trend

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

Salary trend for Performance Analysis in the UK

Performance Analysis
Salary Histogram

The salary distribution of IT jobs citing Performance Analysis over the 6 months to 17 October 2017.

Salary histogram for Performance Analysis in the UK

Performance Analysis
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Analysis within the UK over the 6 months to 17 October 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
England +132 431 £60,000 +9.09% 33
London +92 258 £70,000 +5.26% 17
UK excluding London +79 199 £45,000 - 18
South East +72 48 £48,000 +20.00% 7
East of England +15 45 £60,000 -25.00% 1
North of England +4 38 £40,000 -5.88% 3
South West +31 27 £41,250 +21.32% 3
Scotland +14 21 £52,500 -
Yorkshire +49 20 £45,000 -5.26% 2
North West -28 16 £32,500 -23.53% 1
Midlands +31 15 £40,000 -11.11% 2
West Midlands +32 13 £40,000 +6.67% 1
Channel Islands - 4 £59,000 - 1
East Midlands +34 2 - - 1
North East - 2 £30,000 -
Wales +15 1 - - 1

For the 6 months to 17 October 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 with a requirement for Performance Analysis.

1 209 (45.34%) SQL
2 162 (35.14%) Java
2 162 (35.14%) SQL Server
3 154 (33.41%) Windows
3 154 (33.41%) Finance
4 125 (27.11%) Banking
5 120 (26.03%) Linux
6 112 (24.30%) Retail
7 109 (23.64%) Windows Server
8 101 (21.91%) Analytical Skills
8 101 (21.91%) PowerShell
9 95 (20.61%) Investment Banking
10 92 (19.96%) User Experience
11 83 (18.00%) Oracle
12 77 (16.70%) Project Management
12 77 (16.70%) Agile Software Development
12 77 (16.70%) Capacity Planning
13 75 (16.27%) Asset Management
13 75 (16.27%) Retail Banking
13 75 (16.27%) Wealth Management
14 74 (16.05%) Unix
15 67 (14.53%) Shell Script
16 66 (14.32%) Process Improvement
17 65 (14.10%) Elasticsearch
17 65 (14.10%) Product Management
17 65 (14.10%) Performance Management
18 64 (13.88%) VMware
19 63 (13.67%) Microsoft
20 59 (12.80%) Splunk
20 59 (12.80%) Root Cause Analysis

Performance Analysis
Co-occurring IT Skills 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 65 (14.10%) Elasticsearch
2 31 (6.72%) Apache
3 28 (6.07%) Skype for Business
4 21 (4.56%) Exchange Server 2010
4 21 (4.56%) MS Exchange
5 20 (4.34%) Tomcat
6 17 (3.69%) IIS
7 16 (3.47%) IBM Domino
8 15 (3.25%) JBoss
9 13 (2.82%) Oracle SOA Suite
9 13 (2.82%) SharePoint
10 10 (2.17%) WebSphere
11 8 (1.74%) Drupal
11 8 (1.74%) WebLogic
12 7 (1.52%) Apache Solr
12 7 (1.52%) CMS
12 7 (1.52%) WebSphere Application Server
13 5 (1.08%) Exchange Server 2007
13 5 (1.08%) Exchange Server 2013
14 4 (0.87%) OpenStack
Applications
1 22 (4.77%) Microsoft Office
2 20 (4.34%) Microsoft Excel
3 5 (1.08%) MS Visio
4 1 (0.22%) Fireworks
4 1 (0.22%) GNU Octave
4 1 (0.22%) InfoPath
4 1 (0.22%) Microsoft PowerPoint
4 1 (0.22%) Microsoft Project
4 1 (0.22%) Photoshop
Business Applications
1 8 (1.74%) SAP Hybris
2 3 (0.65%) Dynamics AX
3 2 (0.43%) Oracle BPM
3 2 (0.43%) Oracle CRM
3 2 (0.43%) PeopleSoft HCM
3 2 (0.43%) Siebel CRM
4 1 (0.22%) Dynamics NAV
4 1 (0.22%) Eloqua
4 1 (0.22%) HFM
4 1 (0.22%) R3 Corda
4 1 (0.22%) thinkFolio
Cloud Services
1 45 (9.76%) Amazon AWS
2 20 (4.34%) Microsoft Azure
3 16 (3.47%) Mimecast
4 11 (2.39%) GitHub
4 11 (2.39%) Office 365
5 7 (1.52%) Akamai
5 7 (1.52%) Amazon CloudWatch
5 7 (1.52%) Amazon EC2
5 7 (1.52%) Amazon ElastiCache
5 7 (1.52%) AWS Elastic Beanstalk
5 7 (1.52%) CloudFront
5 7 (1.52%) Route 53
6 6 (1.30%) Azure Active Directory
7 4 (0.87%) AdWords
7 4 (0.87%) Google Analytics
7 4 (0.87%) PaaS
7 4 (0.87%) SaaS
8 2 (0.43%) Dynamics 365
8 2 (0.43%) Oracle CX
9 1 (0.22%) Google Tag Manager
Communications & Networking
1 40 (8.68%) SAN
2 32 (6.94%) TCP/IP
3 25 (5.42%) VPN
4 24 (5.21%) WAN
5 23 (4.99%) Skype
6 22 (4.77%) LAN
7 20 (4.34%) Firewall
7 20 (4.34%) Internet
7 20 (4.34%) Unified Communications
8 19 (4.12%) DNS
9 16 (3.47%) BGP
9 16 (3.47%) OSPF
9 16 (3.47%) VoIP
10 15 (3.25%) Wi-Fi
11 13 (2.82%) DHCP
12 12 (2.60%) IPsec
12 12 (2.60%) MPLS
13 11 (2.39%) Wireless
14 10 (2.17%) Cisco Nexus
14 10 (2.17%) RIP
Database & Business Intelligence
1 162 (35.14%) SQL Server
2 48 (10.41%) MySQL
2 48 (10.41%) SQL Server Reporting Services
3 47 (10.20%) SQL Server Integration Services
4 27 (5.86%) SQL Server 2008
5 20 (4.34%) SQL Server Analysis Services
6 19 (4.12%) Oracle Database
7 18 (3.90%) SQL Server 2016
8 16 (3.47%) Blockchain
8 16 (3.47%) NoSQL
9 14 (3.04%) SQL Server 2012
10 13 (2.82%) Redis
11 12 (2.60%) MongoDB
12 11 (2.39%) Amazon DynamoDB
12 11 (2.39%) SQL Server 2014
13 10 (2.17%) Data Mining
14 9 (1.95%) Business Intelligence Development Studio
14 9 (1.95%) Oracle Database 11g
15 8 (1.74%) Big Data
15 8 (1.74%) Hadoop
Development Applications
1 28 (6.07%) Git (software)
2 27 (5.86%) Team Foundation Server
3 18 (3.90%) Jenkins
4 17 (3.69%) Subversion
5 16 (3.47%) Gradle
6 14 (3.04%) Android Studio
7 13 (2.82%) Visual Studio
8 9 (1.95%) Visual Studio Team System
9 7 (1.52%) SQL Server Management Studio (SSMS)
10 5 (1.08%) JBehave
10 5 (1.08%) Mockito
10 5 (1.08%) TeamCity
11 4 (0.87%) JUnit
11 4 (0.87%) Mocha
12 3 (0.65%) Cucumber
12 3 (0.65%) Hudson
12 3 (0.65%) JIRA
12 3 (0.65%) Rational DOORS
13 2 (0.43%) Selenium
13 2 (0.43%) TestNG
General
1 154 (33.41%) Finance
2 125 (27.11%) Banking
3 112 (24.30%) Retail
4 95 (20.61%) Investment Banking
5 75 (16.27%) Retail Banking
6 31 (6.72%) Marketing
7 14 (3.04%) Telecoms
8 10 (2.17%) Manufacturing
9 8 (1.74%) Legal
10 7 (1.52%) Electronics
10 7 (1.52%) Financial Institution
11 6 (1.30%) Advertising
11 6 (1.30%) Back Office
11 6 (1.30%) French Language
11 6 (1.30%) Games
11 6 (1.30%) German Language
11 6 (1.30%) Italian Language
11 6 (1.30%) Portuguese Language
11 6 (1.30%) Spanish Language
12 2 (0.43%) Multimedia
Job Titles
1 77 (16.70%) Developer
2 57 (12.36%) Desktop Engineer
2 57 (12.36%) Desktop Support
3 49 (10.63%) Analyst
4 46 (9.98%) DBA
5 41 (8.89%) Administrator
6 39 (8.46%) Consultant
7 34 (7.38%) Java Developer
8 31 (6.72%) Architect
9 24 (5.21%) SQL DBA
10 23 (4.99%) Applications Developer
10 23 (4.99%) Java Applications Developer
11 22 (4.77%) Java Engineer
12 20 (4.34%) Solutions Architect
13 19 (4.12%) SQL Server DBA
14 18 (3.90%) ABAP Consultant
14 18 (3.90%) IT Analyst
14 18 (3.90%) SAP Consultant
15 17 (3.69%) Head of Operations
15 17 (3.69%) Software Engineer
Libraries, Frameworks & Software Standards
1 40 (8.68%) HTML
2 38 (8.24%) CSS
3 36 (7.81%) XML
4 32 (6.94%) Node.js
5 20 (4.34%) HTML5
5 20 (4.34%) jQuery
6 19 (4.12%) EDI
6 19 (4.12%) IDoc
7 18 (3.90%) .NET
8 17 (3.69%) CSS3
9 16 (3.47%) Apache Camel
9 16 (3.47%) J2EE
9 16 (3.47%) Web Services
10 15 (3.25%) AngularJS
10 15 (3.25%) Hibernate
10 15 (3.25%) Spring
11 14 (3.04%) Django
11 14 (3.04%) REST
11 14 (3.04%) RxJava
12 13 (2.82%) React
Miscellaneous
1 101 (21.91%) Analytical Skills
2 92 (19.96%) User Experience
3 35 (7.59%) Computer Science
4 29 (6.29%) Replication
5 23 (4.99%) Clustering
6 16 (3.47%) Blackberry
6 16 (3.47%) Credit Derivative
6 16 (3.47%) Derivative
6 16 (3.47%) Mobile App
7 15 (3.25%) Management Information System
8 14 (3.04%) Virtual Team
9 13 (2.82%) EMC VNX
10 12 (2.60%) Data Centre
11 11 (2.39%) Fintech
12 9 (1.95%) Algorithms
12 9 (1.95%) Public Cloud
13 7 (1.52%) Bitcoin
13 7 (1.52%) Greenfield Project
13 7 (1.52%) Private Cloud
14 6 (1.30%) Enterprise Software
Operating Systems
1 154 (33.41%) Windows
2 120 (26.03%) Linux
3 109 (23.64%) Windows Server
4 74 (16.05%) Unix
5 28 (6.07%) Solaris
6 19 (4.12%) Windows Server 2008
7 15 (3.25%) Android
8 12 (2.60%) Windows Server 2012
9 8 (1.74%) Debian
9 8 (1.74%) Windows 7
10 7 (1.52%) Red Hat Enterprise Linux
10 7 (1.52%) VMS
11 6 (1.30%) Mac OS X
11 6 (1.30%) Oracle Linux
12 5 (1.08%) CentOS
13 3 (0.65%) AIX
13 3 (0.65%) Apple iOS
13 3 (0.65%) Ubuntu
14 2 (0.43%) i5/OS
14 2 (0.43%) Windows Mobile
Processes & Methodologies
1 77 (16.70%) Agile Software Development
1 77 (16.70%) Capacity Planning
1 77 (16.70%) Project Management
2 75 (16.27%) Asset Management
2 75 (16.27%) Wealth Management
3 66 (14.32%) Process Improvement
4 65 (14.10%) Performance Management
4 65 (14.10%) Product Management
5 59 (12.80%) Root Cause Analysis
6 58 (12.58%) Software Engineering
7 57 (12.36%) Application Performance Management
7 57 (12.36%) Desktop Virtualisation
7 57 (12.36%) Robotic Process Automation
7 57 (12.36%) UX Design
8 52 (11.28%) E-Commerce
9 49 (10.63%) ITIL
10 47 (10.20%) Performance Tuning
10 47 (10.20%) Service Delivery
11 41 (8.89%) Continuous Integration
11 41 (8.89%) Test Automation
Programming Languages
1 209 (45.34%) SQL
2 162 (35.14%) Java
3 101 (21.91%) PowerShell
4 67 (14.53%) Shell Script
5 51 (11.06%) Python
6 43 (9.33%) JavaScript
7 35 (7.59%) T-SQL
8 29 (6.29%) C#
8 29 (6.29%) C++
9 22 (4.77%) C
10 21 (4.56%) ABAP
11 16 (3.47%) Bash Shell
12 10 (2.17%) Perl
13 9 (1.95%) PHP
14 8 (1.74%) Go
15 7 (1.52%) Kotlin
15 7 (1.52%) Ruby
16 6 (1.30%) Erlang
16 6 (1.30%) Haskell
16 6 (1.30%) Korn
Qualifications
1 41 (8.89%) Degree
2 37 (8.03%) MCSE
2 37 (8.03%) Microsoft Certification
3 29 (6.29%) MCSA
4 28 (6.07%) Cisco Certification
5 21 (4.56%) CCNP
6 18 (3.90%) Computer Science Degree
7 7 (1.52%) CCNA
7 7 (1.52%) ISEB
7 7 (1.52%) ISTQB Foundation Certification
7 7 (1.52%) MCITP
8 6 (1.30%) ITIL Certification
9 5 (1.08%) CCVP
9 5 (1.08%) PhD
10 4 (0.87%) CCIE
10 4 (0.87%) ISTQB
11 2 (0.43%) AWS Certification
11 2 (0.43%) ITIL Foundation Certificate
11 2 (0.43%) Master's Degree
11 2 (0.43%) PRINCE2 Certification
Quality Assurance & Compliance
1 43 (9.33%) QA
2 10 (2.17%) SLA
3 8 (1.74%) Data Quality
4 7 (1.52%) ISO/IEC 27001
5 2 (0.43%) ISO/IEC 20000
6 1 (0.22%) PMBOK
6 1 (0.22%) PMO
6 1 (0.22%) WAI
6 1 (0.22%) WCAG
System Software
1 45 (9.76%) Active Directory
2 34 (7.38%) VMware Infrastructure
3 29 (6.29%) VMware ESXi
4 15 (3.25%) Docker
4 15 (3.25%) Virtual Machines
5 10 (2.17%) Virtual Servers
6 8 (1.74%) XenDesktop
7 7 (1.52%) Varnish
8 5 (1.08%) NFS
9 4 (0.87%) Cronacle
9 4 (0.87%) Veritas File System
9 4 (0.87%) vSphere
10 3 (0.65%) Hyper-V
11 2 (0.43%) Firmware
11 2 (0.43%) PowerHA
12 1 (0.22%) Oracle RAC
12 1 (0.22%) Postfix
12 1 (0.22%) qmail
12 1 (0.22%) Sendmail
12 1 (0.22%) XenApp
Systems Management
1 17 (3.69%) Cisco CUCM
2 16 (3.47%) Nagios
2 16 (3.47%) Symantec Enterprise Vault
3 15 (3.25%) Ansible
4 13 (2.82%) Terraform
5 12 (2.60%) SCOM
6 11 (2.39%) Puppet
7 9 (1.95%) Opscode Chef
8 4 (0.87%) NetBackup
8 4 (0.87%) Perfmon
8 4 (0.87%) SolarWinds Orion
9 3 (0.65%) NetApp OnCommand
9 3 (0.65%) SCCM
9 3 (0.65%) Simpana
9 3 (0.65%) systemd
10 2 (0.43%) HP Data Protector
11 1 (0.22%) Data Guard
11 1 (0.22%) Kubernetes
11 1 (0.22%) Oracle Enterprise Manager
11 1 (0.22%) Oracle RMAN
Vendors
1 83 (18.00%) Oracle
2 64 (13.88%) VMware
3 63 (13.67%) Microsoft
4 59 (12.80%) Splunk
5 38 (8.24%) SAP
6 36 (7.81%) Sybase
7 30 (6.51%) Cisco
8 21 (4.56%) Red Hat
9 16 (3.47%) Lotus
9 16 (3.47%) Palo Alto
9 16 (3.47%) Symantec
10 14 (3.04%) EMC
10 14 (3.04%) Juniper
10 14 (3.04%) Murex
11 13 (2.82%) F5
12 12 (2.60%) ServiceNow
13 11 (2.39%) Sun
14 10 (2.17%) Avaya
15 9 (1.95%) Google
16 8 (1.74%) hybris