Period
to 19 November 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Performance Analysis
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 770 883 816
Rank change year-on-year +113 -67 -6
Permanent jobs citing Performance Analysis 456 336 519
As % of all permanent IT jobs advertised in the UK 0.26% 0.18% 0.24%
As % of the Processes & Methodologies category 0.28% 0.20% 0.27%
Number of salaries quoted 293 241 374
UK median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -
10th Percentile £31,250 £32,750 £33,750
90th Percentile £82,250 £90,000 £73,375
UK excluding London median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% -

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 160296 168588 194039
As % of all permanent IT jobs advertised in the UK 89.92% 89.36% 88.77%
Number of salaries quoted 126459 140088 159820
UK median annual salary £50,000 £49,476 £47,500
Median salary % change year-on-year +1.06% +4.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +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 19 November 2017.

Salary histogram for Performance Analysis in the UK

Performance Analysis
Top 15 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 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
England +117 425 £55,000 +4.76% 14
London +84 242 £67,500 -0.74% 8
UK excluding London +71 208 £45,000 +5.88% 6
South East +55 58 £48,000 +20.00% 2
East of England +26 44 £60,000 -25.00%
North of England +10 40 £32,500 -23.53% 1
South West +43 25 £42,500 +21.43% 1
Yorkshire +44 21 £45,000 -2.70%
Scotland +13 21 £52,500 -
North West -16 17 £32,500 -23.53% 1
Midlands +19 16 £40,000 -11.11% 2
West Midlands +12 14 £37,500 -6.25% 1
Channel Islands - 4 £59,000 -
East Midlands +25 2 £45,000 - 1
North East - 2 £30,000 -

For the 6 months to 19 November 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 (45.83%) SQL
2 158 (34.65%) SQL Server
3 157 (34.43%) Windows
4 148 (32.46%) Java
4 148 (32.46%) Finance
5 119 (26.10%) Linux
6 117 (25.66%) Banking
7 115 (25.22%) PowerShell
8 111 (24.34%) Windows Server
9 103 (22.59%) Analytical Skills
10 90 (19.74%) User Experience
11 87 (19.08%) Investment Banking
12 80 (17.54%) Agile Software Development
13 79 (17.32%) Oracle
13 79 (17.32%) Capacity Planning
14 78 (17.11%) Unix
15 77 (16.89%) Project Management
16 76 (16.67%) Wealth Management
17 75 (16.45%) Asset Management
18 74 (16.23%) Retail Banking
19 68 (14.91%) Shell Script
20 67 (14.69%) Elasticsearch
21 66 (14.47%) Performance Management
21 66 (14.47%) Product Management
21 66 (14.47%) VMware
22 65 (14.25%) Process Improvement
23 62 (13.60%) Microsoft
24 60 (13.16%) Root Cause Analysis
25 59 (12.94%) Splunk
26 58 (12.72%) Python

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 67 (14.69%) Elasticsearch
2 29 (6.36%) Apache
3 23 (5.04%) Skype for Business
4 18 (3.95%) Exchange Server 2010
4 18 (3.95%) MS Exchange
4 18 (3.95%) Tomcat
5 16 (3.51%) IBM Domino
5 16 (3.51%) IIS
6 15 (3.29%) SharePoint
7 11 (2.41%) JBoss
8 10 (2.19%) WebLogic
9 9 (1.97%) Oracle SOA Suite
9 9 (1.97%) WebSphere
10 7 (1.54%) CMS
10 7 (1.54%) Drupal
10 7 (1.54%) WebSphere Application Server
11 5 (1.10%) Apache Solr
12 4 (0.88%) OpenStack
12 4 (0.88%) SAS
13 2 (0.44%) Tuxedo
Applications
1 18 (3.95%) Microsoft Office
2 15 (3.29%) Microsoft Excel
3 4 (0.88%) MS Visio
4 2 (0.44%) GNU Octave
4 2 (0.44%) InfoPath
5 1 (0.22%) Fireworks
5 1 (0.22%) Microsoft PowerPoint
5 1 (0.22%) Microsoft Project
5 1 (0.22%) Photoshop
Business Applications
1 4 (0.88%) SAP Hybris
2 2 (0.44%) Dynamics AX
2 2 (0.44%) Oracle BPM
2 2 (0.44%) PeopleSoft HCM
3 1 (0.22%) Oracle CRM
3 1 (0.22%) Oracle CRM On Demand
3 1 (0.22%) Oracle EBS
3 1 (0.22%) Oracle Retail
3 1 (0.22%) R3 Corda
3 1 (0.22%) Siebel CRM
3 1 (0.22%) thinkFolio
Cloud Services
1 53 (11.62%) Amazon AWS
2 21 (4.61%) Microsoft Azure
3 16 (3.51%) Mimecast
4 14 (3.07%) Office 365
5 10 (2.19%) GitHub
6 7 (1.54%) Akamai
6 7 (1.54%) Amazon CloudWatch
6 7 (1.54%) Amazon EC2
6 7 (1.54%) Amazon ElastiCache
6 7 (1.54%) AWS Elastic Beanstalk
6 7 (1.54%) CloudFront
6 7 (1.54%) Route 53
7 5 (1.10%) Google Analytics
8 4 (0.88%) AdWords
8 4 (0.88%) Azure Active Directory
8 4 (0.88%) PaaS
9 3 (0.66%) SaaS
10 1 (0.22%) Cloud Computing
10 1 (0.22%) Dynamics 365
10 1 (0.22%) Google Cloud Platform
Communications & Networking
1 36 (7.89%) SAN
2 29 (6.36%) TCP/IP
3 21 (4.61%) Skype
3 21 (4.61%) VPN
3 21 (4.61%) WAN
4 19 (4.17%) Firewall
4 19 (4.17%) Internet
4 19 (4.17%) LAN
4 19 (4.17%) Unified Communications
5 16 (3.51%) DNS
6 14 (3.07%) BGP
6 14 (3.07%) OSPF
6 14 (3.07%) VoIP
7 11 (2.41%) Wi-Fi
8 10 (2.19%) Cisco Nexus
8 10 (2.19%) DHCP
8 10 (2.19%) IPsec
8 10 (2.19%) MPLS
8 10 (2.19%) Wireless
9 8 (1.75%) RIP
Database & Business Intelligence
1 158 (34.65%) SQL Server
2 49 (10.75%) SQL Server Reporting Services
3 47 (10.31%) SQL Server Integration Services
4 44 (9.65%) MySQL
5 23 (5.04%) SQL Server Analysis Services
6 22 (4.82%) SQL Server 2008
7 20 (4.39%) SQL Server 2016
8 18 (3.95%) SQL Server 2012
9 17 (3.73%) NoSQL
10 15 (3.29%) Oracle Database
11 13 (2.85%) Redis
12 12 (2.63%) Amazon DynamoDB
12 12 (2.63%) MongoDB
13 11 (2.41%) Big Data
13 11 (2.41%) SQL Server 2014
14 10 (2.19%) Blockchain
14 10 (2.19%) Data Mining
15 9 (1.97%) Oracle Database 11g
16 8 (1.75%) Data Mart
16 8 (1.75%) Microsoft Analysis Services
Development Applications
1 27 (5.92%) Team Foundation Server
2 24 (5.26%) Git (software)
3 15 (3.29%) Gradle
3 15 (3.29%) Jenkins
4 14 (3.07%) Android Studio
4 14 (3.07%) Subversion
5 11 (2.41%) Visual Studio
6 8 (1.75%) Visual Studio Team System
7 5 (1.10%) JBehave
7 5 (1.10%) Mocha
7 5 (1.10%) Mockito
7 5 (1.10%) SQL Server Management Studio (SSMS)
7 5 (1.10%) TeamCity
8 4 (0.88%) JUnit
9 3 (0.66%) JIRA
10 2 (0.44%) Cucumber
10 2 (0.44%) Eclipse
10 2 (0.44%) IntelliJ
10 2 (0.44%) PeopleTools
11 1 (0.22%) Rational DOORS
General
1 148 (32.46%) Finance
2 117 (25.66%) Banking
3 87 (19.08%) Investment Banking
4 74 (16.23%) Retail Banking
5 38 (8.33%) Retail
6 26 (5.70%) Marketing
7 9 (1.97%) Telecoms
8 7 (1.54%) French Language
8 7 (1.54%) German Language
8 7 (1.54%) Italian Language
8 7 (1.54%) Spanish Language
9 6 (1.32%) Back Office
9 6 (1.32%) Legal
9 6 (1.32%) Portuguese Language
10 5 (1.10%) Advertising
10 5 (1.10%) Manufacturing
11 3 (0.66%) Games
12 2 (0.44%) Electronics
12 2 (0.44%) Front Office
12 2 (0.44%) Multimedia
Job Titles
1 74 (16.23%) Developer
2 57 (12.50%) Desktop Engineer
2 57 (12.50%) Desktop Support
3 49 (10.75%) Analyst
4 43 (9.43%) DBA
5 42 (9.21%) Administrator
6 38 (8.33%) Consultant
7 36 (7.89%) Architect
8 29 (6.36%) Java Developer
9 23 (5.04%) Applications Developer
9 23 (5.04%) Java Applications Developer
9 23 (5.04%) Solutions Architect
10 20 (4.39%) SQL DBA
11 18 (3.95%) ABAP Consultant
11 18 (3.95%) IT Analyst
11 18 (3.95%) SAP Consultant
12 17 (3.73%) Head of Operations
12 17 (3.73%) SQL Developer
12 17 (3.73%) Systems Analyst
13 16 (3.51%) Programmer
Libraries, Frameworks & Software Standards
1 33 (7.24%) HTML
2 30 (6.58%) XML
3 29 (6.36%) CSS
4 28 (6.14%) Node.js
5 22 (4.82%) .NET
6 19 (4.17%) EDI
6 19 (4.17%) IDoc
7 18 (3.95%) jQuery
8 17 (3.73%) HTML5
9 15 (3.29%) CSS3
10 14 (3.07%) AngularJS
10 14 (3.07%) ASP.NET
10 14 (3.07%) Django
10 14 (3.07%) J2EE
10 14 (3.07%) RxJava
11 12 (2.63%) Apache Camel
11 12 (2.63%) React
12 11 (2.41%) Razor View Engine
12 11 (2.41%) Web Services
13 10 (2.19%) JDBC
Miscellaneous
1 103 (22.59%) Analytical Skills
2 90 (19.74%) User Experience
3 38 (8.33%) Computer Science
4 22 (4.82%) Replication
5 21 (4.61%) Clustering
6 18 (3.95%) Mobile App
7 17 (3.73%) Public Cloud
8 16 (3.51%) Blackberry
8 16 (3.51%) Credit Derivative
8 16 (3.51%) Derivative
9 14 (3.07%) Management Information System
9 14 (3.07%) Virtual Team
10 13 (2.85%) Data Centre
10 13 (2.85%) EMC VNX
11 8 (1.75%) Algorithms
12 7 (1.54%) Greenfield Project
12 7 (1.54%) Private Cloud
13 5 (1.10%) Digital Media
13 5 (1.10%) Enterprise Software
13 5 (1.10%) Spread Betting
Operating Systems
1 157 (34.43%) Windows
2 119 (26.10%) Linux
3 111 (24.34%) Windows Server
4 78 (17.11%) Unix
5 30 (6.58%) Solaris
6 16 (3.51%) Android
6 16 (3.51%) Windows Server 2008
7 12 (2.63%) Windows Server 2012
8 8 (1.75%) Debian
8 8 (1.75%) Oracle Linux
9 7 (1.54%) Red Hat Enterprise Linux
9 7 (1.54%) VMS
10 6 (1.32%) Windows 7
11 4 (0.88%) Apple iOS
11 4 (0.88%) CentOS
11 4 (0.88%) Mac OS X
12 3 (0.66%) AIX
12 3 (0.66%) Ubuntu
13 2 (0.44%) i5/OS
13 2 (0.44%) Windows Mobile
Processes & Methodologies
1 80 (17.54%) Agile Software Development
2 79 (17.32%) Capacity Planning
3 77 (16.89%) Project Management
4 76 (16.67%) Wealth Management
5 75 (16.45%) Asset Management
6 66 (14.47%) Performance Management
6 66 (14.47%) Product Management
7 65 (14.25%) Process Improvement
8 60 (13.16%) Root Cause Analysis
9 57 (12.50%) Application Performance Management
9 57 (12.50%) Desktop Virtualisation
9 57 (12.50%) Robotic Process Automation
9 57 (12.50%) UX Design
10 52 (11.40%) Software Engineering
11 51 (11.18%) Performance Tuning
12 49 (10.75%) E-Commerce
13 47 (10.31%) ITIL
14 46 (10.09%) Service Delivery
15 45 (9.87%) High Availability
16 40 (8.77%) Test Automation
Programming Languages
1 209 (45.83%) SQL
2 148 (32.46%) Java
3 115 (25.22%) PowerShell
4 68 (14.91%) Shell Script
5 58 (12.72%) Python
6 36 (7.89%) T-SQL
7 35 (7.68%) JavaScript
8 32 (7.02%) C++
9 31 (6.80%) C#
10 25 (5.48%) C
11 20 (4.39%) ABAP
12 18 (3.95%) Perl
13 16 (3.51%) Bash Shell
14 9 (1.97%) Go
14 9 (1.97%) PHP
15 6 (1.32%) Korn
15 6 (1.32%) Ruby
16 5 (1.10%) VB
17 4 (0.88%) VBScript
18 3 (0.66%) PL/SQL
Qualifications
1 45 (9.87%) Degree
2 40 (8.77%) MCSE
2 40 (8.77%) Microsoft Certification
3 31 (6.80%) MCSA
4 26 (5.70%) Computer Science Degree
5 23 (5.04%) Cisco Certification
6 16 (3.51%) CCNP
7 9 (1.97%) AWS Certification
7 9 (1.97%) ISEB
7 9 (1.97%) ISTQB Foundation Certification
8 8 (1.75%) Master's Degree
9 7 (1.54%) CCNA
9 7 (1.54%) MCITP
10 6 (1.32%) ITIL Certification
11 5 (1.10%) PhD
12 4 (0.88%) CCIE
12 4 (0.88%) ITIL Foundation Certificate
12 4 (0.88%) PRINCE2 Certification
13 2 (0.44%) ISTQB
13 2 (0.44%) MCSD
Quality Assurance & Compliance
1 44 (9.65%) QA
2 8 (1.75%) SLA
3 7 (1.54%) Data Quality
3 7 (1.54%) ISO/IEC 27001
4 4 (0.88%) ISO/IEC 20000
5 1 (0.22%) PMBOK
5 1 (0.22%) PMO
5 1 (0.22%) WAI
5 1 (0.22%) WCAG
System Software
1 53 (11.62%) Active Directory
2 35 (7.68%) VMware Infrastructure
3 29 (6.36%) VMware ESXi
4 15 (3.29%) Virtual Machines
5 11 (2.41%) Docker
6 10 (2.19%) Virtual Servers
7 8 (1.75%) XenDesktop
8 5 (1.10%) Varnish
9 4 (0.88%) Cronacle
9 4 (0.88%) Hyper-V
9 4 (0.88%) NFS
9 4 (0.88%) Veritas File System
9 4 (0.88%) vSphere
10 2 (0.44%) Firmware
10 2 (0.44%) PowerHA
10 2 (0.44%) XenApp
11 1 (0.22%) Dovecot
11 1 (0.22%) Postfix
11 1 (0.22%) qmail
11 1 (0.22%) Sendmail
Systems Management
1 21 (4.61%) Ansible
2 16 (3.51%) Symantec Enterprise Vault
3 14 (3.07%) Cisco CUCM
3 14 (3.07%) Nagios
4 13 (2.85%) Terraform
5 12 (2.63%) SCOM
6 11 (2.41%) Puppet
7 9 (1.97%) Opscode Chef
8 7 (1.54%) NetBackup
9 4 (0.88%) Perfmon
9 4 (0.88%) SolarWinds Orion
10 3 (0.66%) HP Data Protector
10 3 (0.66%) NetApp OnCommand
10 3 (0.66%) SCCM
10 3 (0.66%) Simpana
10 3 (0.66%) systemd
11 2 (0.44%) Grafana
11 2 (0.44%) Kibana
12 1 (0.22%) collectd
12 1 (0.22%) logstash
Vendors
1 79 (17.32%) Oracle
2 66 (14.47%) VMware
3 62 (13.60%) Microsoft
4 59 (12.94%) Splunk
5 32 (7.02%) Sybase
6 29 (6.36%) SAP
7 27 (5.92%) Cisco
8 22 (4.82%) Red Hat
9 16 (3.51%) Lotus
9 16 (3.51%) Symantec
10 14 (3.07%) EMC
10 14 (3.07%) Juniper
10 14 (3.07%) Murex
10 14 (3.07%) Palo Alto
11 13 (2.85%) F5
11 13 (2.85%) Sun
12 12 (2.63%) ServiceNow
13 9 (1.97%) Citrix
13 9 (1.97%) Google
13 9 (1.97%) New Relic