Period
to 20 January 2018

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 20 January 2018 with a comparison to the same period in the previous 2 years.

Performance Analysis
UK
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 786 851 758
Rank change year-on-year +65 -93 -20
Permanent jobs citing Performance Analysis 383 330 575
As % of all permanent IT jobs advertised in the UK 0.22% 0.19% 0.28%
As % of the Processes & Methodologies category 0.25% 0.21% 0.31%
Number of salaries quoted 263 239 427
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -2.06%
10th Percentile £30,000 £31,450 £31,750
90th Percentile £82,250 £90,000 £71,250
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 155,536 158,519 185,447
As % of all permanent IT jobs advertised in the UK 89.84% 89.54% 88.87%
Number of salaries quoted 124,908 131,030 153,743
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £28,750 £28,125 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 20 January 2018.

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 20 January 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
England +48 358 £50,000 - 73
UK excluding London +50 210 £45,000 +5.88% 45
London +14 167 £62,500 -8.09% 32
South East +35 64 £48,500 +24.36% 10
East of England +14 40 £60,000 -25.00% 7
North of England +16 38 £32,500 -18.75% 13
South West +20 31 £40,000 -5.88% 5
Midlands +15 21 £42,500 -5.56% 6
Yorkshire +31 19 £45,000 +50.00% 3
North West -14 19 £32,500 -18.75% 10
West Midlands +17 16 £27,500 -31.25% 3
Scotland -23 15 £52,500 - 1
East Midlands +23 5 £45,000 - 3
Channel Islands - 4 £59,000 - 1
North East - 1 - -

For the 6 months to 20 January 2018, 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.

1 155 (40.47%) SQL
2 121 (31.59%) SQL Server
2 121 (31.59%) Windows
3 102 (26.63%) Linux
3 102 (26.63%) Finance
4 90 (23.50%) Java
5 89 (23.24%) PowerShell
6 85 (22.19%) Analytical Skills
7 76 (19.84%) Capacity Planning
8 72 (18.80%) Agile Software Development
8 72 (18.80%) Oracle
9 69 (18.02%) Banking
10 68 (17.75%) Windows Server
11 63 (16.45%) Microsoft
12 62 (16.19%) Unix
13 60 (15.67%) Active Directory
14 58 (15.14%) Project Management
15 57 (14.88%) VMware
15 57 (14.88%) Amazon AWS
16 54 (14.10%) Performance Tuning
17 53 (13.84%) Investment Banking
18 51 (13.32%) User Experience
19 50 (13.05%) Degree
20 49 (12.79%) High Availability
21 47 (12.27%) Wealth Management
21 47 (12.27%) Software Engineering
21 47 (12.27%) Python
22 46 (12.01%) Retail Banking
22 46 (12.01%) Asset Management
23 43 (11.23%) Computer Science

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 38 (9.92%) Elasticsearch
2 19 (4.96%) Apache
3 18 (4.70%) SharePoint
4 17 (4.44%) Skype for Business
5 10 (2.61%) Exchange Server 2010
5 10 (2.61%) MS Exchange
6 9 (2.35%) IIS
6 9 (2.35%) WebLogic
7 8 (2.09%) CMS
7 8 (2.09%) IBM Domino
7 8 (2.09%) Tomcat
8 7 (1.83%) Ethereum
8 7 (1.83%) WebSphere
9 4 (1.04%) SharePoint 2010
10 3 (0.78%) Drupal
11 2 (0.52%) Exchange Server 2007
11 2 (0.52%) Exchange Server 2013
11 2 (0.52%) SharePoint Server
12 1 (0.26%) SAS
12 1 (0.26%) Tuxedo
Applications
1 15 (3.92%) Microsoft Office
2 14 (3.66%) Microsoft Excel
3 6 (1.57%) MS Visio
4 3 (0.78%) InfoPath
5 2 (0.52%) Microsoft PowerPoint
6 1 (0.26%) Fireworks
6 1 (0.26%) GNU Octave
6 1 (0.26%) Microsoft Project
6 1 (0.26%) Photoshop
Business Applications
1 6 (1.57%) Distributed Ledger
1 6 (1.57%) Ripple
2 2 (0.52%) Dynamics AX
2 2 (0.52%) Oracle EBS
2 2 (0.52%) Oracle Retail
3 1 (0.26%) PeopleSoft HCM
3 1 (0.26%) R3 Corda
Cloud Services
1 57 (14.88%) Amazon AWS
2 24 (6.27%) Microsoft Azure
2 24 (6.27%) Office 365
3 8 (2.09%) GitHub
3 8 (2.09%) Mimecast
4 7 (1.83%) Akamai
4 7 (1.83%) Amazon CloudWatch
4 7 (1.83%) Amazon EC2
4 7 (1.83%) Amazon ElastiCache
4 7 (1.83%) AWS Elastic Beanstalk
4 7 (1.83%) CloudFront
4 7 (1.83%) Route 53
5 6 (1.57%) Azure Active Directory
6 5 (1.31%) Google Analytics
7 4 (1.04%) AdWords
7 4 (1.04%) SaaS
8 1 (0.26%) Cloud Computing
8 1 (0.26%) Dynamics 365
8 1 (0.26%) Google Cloud Platform
8 1 (0.26%) PaaS
Communications & Networking
1 26 (6.79%) SAN
2 20 (5.22%) WAN
3 16 (4.18%) TCP/IP
4 15 (3.92%) Firewall
4 15 (3.92%) Skype
5 14 (3.66%) Internet
5 14 (3.66%) LAN
5 14 (3.66%) VPN
6 12 (3.13%) BGP
6 12 (3.13%) IPsec
6 12 (3.13%) MPLS
6 12 (3.13%) OSPF
6 12 (3.13%) VoIP
7 8 (2.09%) DNS
7 8 (2.09%) Unified Communications
7 8 (2.09%) Wi-Fi
7 8 (2.09%) Wireless
8 7 (1.83%) OpenVPN
8 7 (1.83%) VPLS
9 6 (1.57%) MRTG
Database & Business Intelligence
1 121 (31.59%) SQL Server
2 42 (10.97%) SQL Server Integration Services
2 42 (10.97%) SQL Server Reporting Services
3 20 (5.22%) SQL Server 2012
3 20 (5.22%) SQL Server 2016
4 19 (4.96%) MySQL
5 18 (4.70%) SQL Server Analysis Services
6 17 (4.44%) Oracle Database
7 12 (3.13%) Amazon DynamoDB
8 11 (2.87%) Oracle Database 11g
9 10 (2.61%) NoSQL
10 8 (2.09%) Big Data
10 8 (2.09%) Oracle Database 12c
10 8 (2.09%) SQL Server 2014
11 7 (1.83%) Blockchain
11 7 (1.83%) Data Mining
11 7 (1.83%) Data Warehouse
11 7 (1.83%) Power BI
11 7 (1.83%) Redis
12 5 (1.31%) MongoDB
Development Applications
1 23 (6.01%) Team Foundation Server
2 13 (3.39%) Git (software)
3 12 (3.13%) Jenkins
4 10 (2.61%) Visual Studio
5 8 (2.09%) Subversion
6 7 (1.83%) Maven
7 5 (1.31%) Mocha
8 4 (1.04%) Visual Studio Team System
9 3 (0.78%) GNU Toolchain
9 3 (0.78%) JUnit
9 3 (0.78%) Toad
10 2 (0.52%) Cucumber
10 2 (0.52%) dotTrace
10 2 (0.52%) Gradle
10 2 (0.52%) JBehave
10 2 (0.52%) JIRA
10 2 (0.52%) Mockito
10 2 (0.52%) Oracle APEX
10 2 (0.52%) PVCS
10 2 (0.52%) TeamCity
General
1 102 (26.63%) Finance
2 69 (18.02%) Banking
3 53 (13.84%) Investment Banking
4 46 (12.01%) Retail Banking
5 32 (8.36%) Retail
6 20 (5.22%) Marketing
7 8 (2.09%) Manufacturing
8 7 (1.83%) Financial Institution
8 7 (1.83%) French Language
8 7 (1.83%) German Language
8 7 (1.83%) Italian Language
8 7 (1.83%) Spanish Language
9 6 (1.57%) Advertising
9 6 (1.57%) Portuguese Language
9 6 (1.57%) Publishing
9 6 (1.57%) Telecoms
10 5 (1.31%) Automotive
11 3 (0.78%) Back Office
12 2 (0.52%) Billing
12 2 (0.52%) Games
Job Titles
1 56 (14.62%) Developer
2 42 (10.97%) Analyst
3 37 (9.66%) Architect
4 34 (8.88%) DBA
5 33 (8.62%) Administrator
6 30 (7.83%) Consultant
7 29 (7.57%) Desktop Engineer
7 29 (7.57%) Desktop Support
8 26 (6.79%) Software Engineer
9 24 (6.27%) SQL Developer
10 23 (6.01%) Solutions Architect
11 17 (4.44%) ABAP Consultant
11 17 (4.44%) AWS Architect
11 17 (4.44%) Head of Operations
11 17 (4.44%) SAP Consultant
12 15 (3.92%) AWS Solutions Architect
12 15 (3.92%) Network Engineer
13 12 (3.13%) Infrastructure Engineer
13 12 (3.13%) Oracle DBA
13 12 (3.13%) Technical Architect
Libraries, Frameworks & Software Standards
1 27 (7.05%) HTML
2 21 (5.48%) .NET
3 18 (4.70%) EDI
3 18 (4.70%) IDoc
4 16 (4.18%) AngularJS
4 16 (4.18%) Node.js
5 15 (3.92%) CSS
5 15 (3.92%) HTML5
5 15 (3.92%) XML
6 12 (3.13%) React
7 11 (2.87%) ASP.NET
7 11 (2.87%) Java EE
8 9 (2.35%) Hibernate
8 9 (2.35%) Spring
8 9 (2.35%) Web Services
9 8 (2.09%) Elastic Stack
9 8 (2.09%) J2EE
9 8 (2.09%) jQuery
9 8 (2.09%) RESTful
10 7 (1.83%) CSS3
Miscellaneous
1 85 (22.19%) Analytical Skills
2 51 (13.32%) User Experience
3 43 (11.23%) Computer Science
4 30 (7.83%) Public Cloud
5 17 (4.44%) Clustering
6 16 (4.18%) Management Information System
7 14 (3.66%) Data Centre
8 11 (2.87%) EMC VNX
8 11 (2.87%) Replication
9 10 (2.61%) Virtual Team
10 8 (2.09%) Blackberry
10 8 (2.09%) Derivative
11 7 (1.83%) Bitcoin
11 7 (1.83%) Credit Derivative
11 7 (1.83%) Enterprise Software
11 7 (1.83%) Mainframe
11 7 (1.83%) Mobile App
12 6 (1.57%) Dash
13 5 (1.31%) FMCG
13 5 (1.31%) Private Cloud
Operating Systems
1 121 (31.59%) Windows
2 102 (26.63%) Linux
3 68 (17.75%) Windows Server
4 62 (16.19%) Unix
5 25 (6.53%) Solaris
6 8 (2.09%) Windows Server 2012
7 7 (1.83%) Debian
7 7 (1.83%) Oracle Linux
7 7 (1.83%) VMS
7 7 (1.83%) Windows Server 2008
8 6 (1.57%) Android
8 6 (1.57%) Mac OS X
9 5 (1.31%) Apple iOS
10 2 (0.52%) AIX
11 1 (0.26%) Red Hat Enterprise Linux
11 1 (0.26%) Windows 7
11 1 (0.26%) Windows Mobile
Processes & Methodologies
1 76 (19.84%) Capacity Planning
2 72 (18.80%) Agile Software Development
3 58 (15.14%) Project Management
4 54 (14.10%) Performance Tuning
5 49 (12.79%) High Availability
6 47 (12.27%) Software Engineering
6 47 (12.27%) Wealth Management
7 46 (12.01%) Asset Management
8 42 (10.97%) Service Delivery
9 41 (10.70%) Product Management
10 40 (10.44%) ITIL
11 39 (10.18%) Performance Management
12 37 (9.66%) Migration
13 32 (8.36%) Process Improvement
14 30 (7.83%) E-Commerce
14 30 (7.83%) Root Cause Analysis
15 29 (7.57%) Application Performance Management
15 29 (7.57%) Desktop Virtualisation
15 29 (7.57%) Robotic Process Automation
15 29 (7.57%) UX Design
Programming Languages
1 155 (40.47%) SQL
2 90 (23.50%) Java
3 89 (23.24%) PowerShell
4 47 (12.27%) Python
5 41 (10.70%) Shell Script
6 31 (8.09%) C++
7 29 (7.57%) C#
7 29 (7.57%) JavaScript
8 26 (6.79%) Perl
9 25 (6.53%) T-SQL
10 20 (5.22%) C
11 18 (4.70%) ABAP
12 15 (3.92%) Bash Shell
13 9 (2.35%) PHP
14 6 (1.57%) Go
15 5 (1.31%) PL/SQL
16 4 (1.04%) Korn
17 3 (0.78%) GLSL
17 3 (0.78%) HLSL
17 3 (0.78%) Ruby
Qualifications
1 50 (13.05%) Degree
2 38 (9.92%) Computer Science Degree
2 38 (9.92%) Microsoft Certification
3 35 (9.14%) MCSE
4 25 (6.53%) MCSA
5 22 (5.74%) Cisco Certification
6 17 (4.44%) AWS Certification
7 15 (3.92%) CCNP
8 13 (3.39%) Master's Degree
9 7 (1.83%) CCNA
9 7 (1.83%) MCITP
10 6 (1.57%) ISEB
10 6 (1.57%) ISTQB Foundation Certification
11 4 (1.04%) ITIL Certification
11 4 (1.04%) ITIL Foundation Certificate
11 4 (1.04%) MCP
11 4 (1.04%) PRINCE2 Certification
12 3 (0.78%) Security Cleared
13 2 (0.52%) CCVP
13 2 (0.52%) DV Cleared
Quality Assurance & Compliance
1 28 (7.31%) QA
2 8 (2.09%) Data Quality
3 7 (1.83%) ISO/IEC 27001
4 4 (1.04%) ISO/IEC 20000
5 3 (0.78%) PMO
5 3 (0.78%) SLA
6 2 (0.52%) GDPR
7 1 (0.26%) P3O
7 1 (0.26%) PMBOK
7 1 (0.26%) WAI
7 1 (0.26%) WCAG
System Software
1 60 (15.67%) Active Directory
2 36 (9.40%) VMware Infrastructure
3 25 (6.53%) VMware ESXi
4 13 (3.39%) Virtual Machines
5 8 (2.09%) XenDesktop
6 6 (1.57%) Docker
6 6 (1.57%) Hyper-V
6 6 (1.57%) Virtual Servers
7 5 (1.31%) Oracle RAC
8 4 (1.04%) SRDF
9 3 (0.78%) NFS
10 2 (0.52%) Firmware
10 2 (0.52%) PowerHA
10 2 (0.52%) XenApp
11 1 (0.26%) Virtual Desktop
11 1 (0.26%) vSphere
Systems Management
1 24 (6.27%) Ansible
2 11 (2.87%) Nagios
3 10 (2.61%) Cisco CUCM
4 8 (2.09%) SCOM
4 8 (2.09%) Symantec Enterprise Vault
4 8 (2.09%) Terraform
5 7 (1.83%) NetBackup
6 6 (1.57%) Opscode Chef
6 6 (1.57%) Puppet
7 5 (1.31%) Data Guard
7 5 (1.31%) Enterprise Manager Cloud Control
7 5 (1.31%) Foglight
7 5 (1.31%) Grafana
7 5 (1.31%) HP Data Protector
8 3 (0.78%) NetApp OnCommand
8 3 (0.78%) SCCM
8 3 (0.78%) Simpana
9 2 (0.52%) Endace
9 2 (0.52%) Graphite
9 2 (0.52%) Kibana
Vendors
1 72 (18.80%) Oracle
2 63 (16.45%) Microsoft
3 57 (14.88%) VMware
4 31 (8.09%) Splunk
5 29 (7.57%) Cisco
6 27 (7.05%) SAP
7 22 (5.74%) Sybase
8 16 (4.18%) EMC
9 13 (3.39%) Red Hat
10 12 (3.13%) Palo Alto
11 10 (2.61%) Citrix
11 10 (2.61%) Juniper
12 9 (2.35%) New Relic
13 8 (2.09%) F5
13 8 (2.09%) HP
13 8 (2.09%) Lotus
13 8 (2.09%) ServiceNow
13 8 (2.09%) Symantec
14 7 (1.83%) Remedy
14 7 (1.83%) Veritas