Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Performance Analysis
UK > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 787 837 751
Rank change year-on-year +50 -86 -29
Permanent jobs citing Performance Analysis 358 322 546
As % of all permanent IT jobs advertised in England 0.22% 0.20% 0.28%
As % of the Processes & Methodologies category 0.25% 0.22% 0.31%
Number of salaries quoted 253 236 404
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,600 £31,750 £32,500
90th Percentile £82,500 £90,000 £71,250
UK median annual salary £52,500 £50,000 £48,250
% change year-on-year +5.00% +3.63% +0.52%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 145,911 147,568 174,352
As % of all permanent IT jobs advertised in England 89.84% 89.55% 88.89%
Number of salaries quoted 118,420 122,856 146,011
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £27,875
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,750 £47,500
% change year-on-year +2.56% +2.63% +5.56%

Performance Analysis
Job Vacancy Trend in England

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

Job vacancy trend for Performance Analysis in England

Performance Analysis
Salary Trend in England

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

Salary trend for Performance Analysis in England

Performance Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Performance Analysis in England over the 6 months to 22 January 2018.

Salary histogram for Performance Analysis in England

Performance Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Analysis within the England region over the 6 months to 22 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
London +8 166 £62,500 -8.09% 36
South East +18 64 £48,500 +24.36% 10
East of England +13 41 £60,000 -25.00% 7
North of England +11 38 £32,500 -18.75% 12
South West +8 31 £40,000 -5.88% 5
Midlands -2 21 £42,500 -5.56% 5
Yorkshire +43 19 £45,000 +50.00% 3
North West -4 19 £32,500 -18.75% 9
West Midlands +4 16 £27,500 -31.25% 3
East Midlands +8 5 £45,000 - 2
North East - 1 - -
Performance Analysis
UK

For the 6 months to 22 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 across the England region with a requirement for Performance Analysis.

1 153 (42.74%) SQL
2 118 (32.96%) SQL Server
3 108 (30.17%) Windows
4 102 (28.49%) Linux
5 100 (27.93%) Finance
6 82 (22.91%) Java
7 80 (22.35%) PowerShell
8 72 (20.11%) Capacity Planning
9 68 (18.99%) Analytical Skills
10 67 (18.72%) Banking
11 64 (17.88%) Agile Software Development
12 63 (17.60%) Oracle
13 62 (17.32%) Unix
14 59 (16.48%) Microsoft
15 58 (16.20%) Windows Server
16 53 (14.80%) Active Directory
17 52 (14.53%) Amazon AWS
18 51 (14.25%) Investment Banking
19 50 (13.97%) Performance Tuning
20 49 (13.69%) User Experience
20 49 (13.69%) High Availability
20 49 (13.69%) Degree
20 49 (13.69%) VMware
21 48 (13.41%) Project Management
22 47 (13.13%) Python
23 46 (12.85%) Software Engineering
24 45 (12.57%) Wealth Management
25 44 (12.29%) Asset Management
25 44 (12.29%) Retail Banking
26 43 (12.01%) Computer Science

Performance Analysis
Co-occurring IT Skills in England 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 36 (10.06%) Elasticsearch
2 19 (5.31%) Apache
2 19 (5.31%) SharePoint
3 9 (2.51%) IIS
3 9 (2.51%) Skype for Business
3 9 (2.51%) WebLogic
4 8 (2.23%) CMS
4 8 (2.23%) Tomcat
5 7 (1.96%) Ethereum
6 5 (1.40%) SharePoint 2010
7 3 (0.84%) Drupal
7 3 (0.84%) WebSphere
8 2 (0.56%) Exchange Server 2007
8 2 (0.56%) Exchange Server 2010
8 2 (0.56%) Exchange Server 2013
8 2 (0.56%) MS Exchange
8 2 (0.56%) SharePoint 2013
8 2 (0.56%) SharePoint Server
9 1 (0.28%) OpenStack
9 1 (0.28%) SAS
Applications
1 15 (4.19%) Microsoft Office
2 14 (3.91%) Microsoft Excel
3 6 (1.68%) MS Visio
4 4 (1.12%) InfoPath
5 2 (0.56%) Microsoft PowerPoint
6 1 (0.28%) Fireworks
6 1 (0.28%) GNU Octave
6 1 (0.28%) Microsoft Project
6 1 (0.28%) Photoshop
Business Applications
1 6 (1.68%) Distributed Ledger
1 6 (1.68%) Ripple
2 2 (0.56%) Dynamics AX
2 2 (0.56%) Oracle EBS
2 2 (0.56%) Oracle Retail
3 1 (0.28%) PeopleSoft HCM
3 1 (0.28%) R3 Corda
Cloud Services
1 52 (14.53%) Amazon AWS
2 22 (6.15%) Office 365
3 21 (5.87%) Microsoft Azure
4 8 (2.23%) GitHub
5 7 (1.96%) Akamai
5 7 (1.96%) Amazon CloudWatch
5 7 (1.96%) Amazon EC2
5 7 (1.96%) Amazon ElastiCache
5 7 (1.96%) AWS Elastic Beanstalk
5 7 (1.96%) CloudFront
5 7 (1.96%) Route 53
6 6 (1.68%) Azure Active Directory
7 5 (1.40%) Google Analytics
8 4 (1.12%) AdWords
8 4 (1.12%) SaaS
9 1 (0.28%) Cloud Computing
9 1 (0.28%) Dynamics 365
9 1 (0.28%) PaaS
Communications & Networking
1 20 (5.59%) WAN
2 18 (5.03%) SAN
3 16 (4.47%) TCP/IP
4 15 (4.19%) Firewall
5 14 (3.91%) Internet
5 14 (3.91%) LAN
5 14 (3.91%) VPN
6 12 (3.35%) BGP
6 12 (3.35%) IPsec
6 12 (3.35%) MPLS
6 12 (3.35%) OSPF
6 12 (3.35%) VoIP
7 8 (2.23%) DNS
7 8 (2.23%) Wi-Fi
7 8 (2.23%) Wireless
8 7 (1.96%) OpenVPN
8 7 (1.96%) Skype
8 7 (1.96%) VPLS
9 6 (1.68%) Fibre Channel
9 6 (1.68%) MRTG
Database & Business Intelligence
1 118 (32.96%) SQL Server
2 42 (11.73%) SQL Server Integration Services
2 42 (11.73%) SQL Server Reporting Services
3 20 (5.59%) SQL Server 2012
3 20 (5.59%) SQL Server 2016
4 19 (5.31%) MySQL
5 18 (5.03%) SQL Server Analysis Services
6 13 (3.63%) Oracle Database
7 12 (3.35%) Amazon DynamoDB
8 10 (2.79%) NoSQL
9 8 (2.23%) Big Data
9 8 (2.23%) SQL Server 2014
10 7 (1.96%) Blockchain
10 7 (1.96%) Data Warehouse
10 7 (1.96%) Oracle Database 11g
10 7 (1.96%) Redis
11 6 (1.68%) Data Mining
11 6 (1.68%) Power BI
12 5 (1.40%) MongoDB
13 4 (1.12%) Relational Database
Development Applications
1 23 (6.42%) Team Foundation Server
2 13 (3.63%) Git (software)
3 12 (3.35%) Jenkins
4 11 (3.07%) Visual Studio
5 8 (2.23%) Subversion
6 7 (1.96%) Maven
7 5 (1.40%) Mocha
8 4 (1.12%) Visual Studio Team System
9 3 (0.84%) GNU Toolchain
9 3 (0.84%) JUnit
9 3 (0.84%) Toad
10 2 (0.56%) Android Studio
10 2 (0.56%) Cucumber
10 2 (0.56%) dotTrace
10 2 (0.56%) eggPlant
10 2 (0.56%) Gradle
10 2 (0.56%) Mockito
10 2 (0.56%) PVCS
10 2 (0.56%) TeamCity
10 2 (0.56%) WebPagetest
General
1 100 (27.93%) Finance
2 67 (18.72%) Banking
3 51 (14.25%) Investment Banking
4 44 (12.29%) Retail Banking
5 28 (7.82%) Retail
6 19 (5.31%) Marketing
7 8 (2.23%) Manufacturing
8 7 (1.96%) Financial Institution
8 7 (1.96%) French Language
8 7 (1.96%) German Language
8 7 (1.96%) Italian Language
8 7 (1.96%) Spanish Language
9 6 (1.68%) Portuguese Language
9 6 (1.68%) Telecoms
10 5 (1.40%) Advertising
11 3 (0.84%) Back Office
11 3 (0.84%) Publishing
12 2 (0.56%) Billing
12 2 (0.56%) Games
13 1 (0.28%) Dutch Language
Job Titles
1 56 (15.64%) Developer
2 36 (10.06%) Architect
3 33 (9.22%) Administrator
3 33 (9.22%) Analyst
4 31 (8.66%) Consultant
5 30 (8.38%) DBA
6 27 (7.54%) Desktop Engineer
6 27 (7.54%) Desktop Support
7 26 (7.26%) Software Engineer
8 24 (6.70%) SQL Developer
9 23 (6.42%) Solutions Architect
10 18 (5.03%) ABAP Consultant
10 18 (5.03%) SAP Consultant
11 17 (4.75%) AWS Architect
11 17 (4.75%) Head of Operations
12 15 (4.19%) AWS Solutions Architect
12 15 (4.19%) Network Engineer
13 12 (3.35%) Infrastructure Engineer
13 12 (3.35%) Technical Architect
14 11 (3.07%) Graduate
Libraries, Frameworks & Software Standards
1 27 (7.54%) HTML
2 21 (5.87%) .NET
3 19 (5.31%) EDI
3 19 (5.31%) IDoc
4 16 (4.47%) CSS
4 16 (4.47%) Node.js
5 15 (4.19%) AngularJS
5 15 (4.19%) HTML5
5 15 (4.19%) XML
6 12 (3.35%) React
7 11 (3.07%) ASP.NET
8 10 (2.79%) Java EE
8 10 (2.79%) Web Services
9 9 (2.51%) Spring
10 8 (2.23%) Elastic Stack
10 8 (2.23%) Hibernate
10 8 (2.23%) J2EE
10 8 (2.23%) jQuery
10 8 (2.23%) RESTful
11 7 (1.96%) CSS3
Miscellaneous
1 68 (18.99%) Analytical Skills
2 49 (13.69%) User Experience
3 43 (12.01%) Computer Science
4 26 (7.26%) Public Cloud
5 17 (4.75%) Clustering
6 16 (4.47%) Management Information System
7 14 (3.91%) Data Centre
8 11 (3.07%) Replication
9 8 (2.23%) Derivative
10 7 (1.96%) Bitcoin
10 7 (1.96%) Credit Derivative
10 7 (1.96%) Enterprise Software
10 7 (1.96%) Mainframe
11 6 (1.68%) Dash
11 6 (1.68%) Mobile App
12 5 (1.40%) Private Cloud
12 5 (1.40%) Social Media
12 5 (1.40%) Spread Betting
13 4 (1.12%) CMDB
13 4 (1.12%) EMC VMAX
Operating Systems
1 108 (30.17%) Windows
2 102 (28.49%) Linux
3 62 (17.32%) Unix
4 58 (16.20%) Windows Server
5 25 (6.98%) Solaris
6 7 (1.96%) Debian
6 7 (1.96%) Oracle Linux
6 7 (1.96%) VMS
6 7 (1.96%) Windows Server 2008
7 6 (1.68%) Android
7 6 (1.68%) Mac OS X
8 5 (1.40%) Apple iOS
9 2 (0.56%) AIX
10 1 (0.28%) Red Hat Enterprise Linux
10 1 (0.28%) Windows 7
10 1 (0.28%) Windows Mobile
Processes & Methodologies
1 72 (20.11%) Capacity Planning
2 64 (17.88%) Agile Software Development
3 50 (13.97%) Performance Tuning
4 49 (13.69%) High Availability
5 48 (13.41%) Project Management
6 46 (12.85%) Software Engineering
7 45 (12.57%) Wealth Management
8 44 (12.29%) Asset Management
9 39 (10.89%) Product Management
10 33 (9.22%) Migration
11 30 (8.38%) E-Commerce
11 30 (8.38%) Process Improvement
11 30 (8.38%) Service Delivery
12 29 (8.10%) OO
12 29 (8.10%) Performance Management
13 28 (7.82%) Root Cause Analysis
14 27 (7.54%) Application Performance Management
14 27 (7.54%) Capacity Management
14 27 (7.54%) Continuous Improvement
14 27 (7.54%) Robotic Process Automation
Programming Languages
1 153 (42.74%) SQL
2 82 (22.91%) Java
3 80 (22.35%) PowerShell
4 47 (13.13%) Python
5 39 (10.89%) Shell Script
6 30 (8.38%) C#
6 30 (8.38%) C++
7 28 (7.82%) JavaScript
8 26 (7.26%) Perl
9 25 (6.98%) T-SQL
10 19 (5.31%) ABAP
10 19 (5.31%) C
11 15 (4.19%) Bash Shell
12 9 (2.51%) PHP
13 6 (1.68%) Go
14 4 (1.12%) Korn
14 4 (1.12%) PL/SQL
15 3 (0.84%) COBOL
15 3 (0.84%) Embedded C
15 3 (0.84%) Ruby
Qualifications
1 49 (13.69%) Degree
2 38 (10.61%) Computer Science Degree
3 28 (7.82%) Microsoft Certification
4 25 (6.98%) MCSE
5 22 (6.15%) Cisco Certification
6 17 (4.75%) AWS Certification
6 17 (4.75%) MCSA
7 15 (4.19%) CCNP
8 13 (3.63%) Master's Degree
9 7 (1.96%) CCNA
9 7 (1.96%) MCITP
10 6 (1.68%) ISEB
10 6 (1.68%) ISTQB Foundation Certification
11 4 (1.12%) MCP
12 3 (0.84%) Security Cleared
13 2 (0.56%) CCVP
13 2 (0.56%) DV Cleared
13 2 (0.56%) PhD
14 1 (0.28%) CCIE
14 1 (0.28%) Citrix Certification
Quality Assurance & Compliance
1 29 (8.10%) QA
2 8 (2.23%) Data Quality
3 7 (1.96%) ISO/IEC 27001
4 3 (0.84%) PMO
4 3 (0.84%) SLA
5 2 (0.56%) GDPR
6 1 (0.28%) P3O
6 1 (0.28%) PMBOK
6 1 (0.28%) WAI
6 1 (0.28%) WCAG
System Software
1 53 (14.80%) Active Directory
2 36 (10.06%) VMware Infrastructure
3 17 (4.75%) VMware ESXi
4 13 (3.63%) Virtual Machines
5 8 (2.23%) XenDesktop
6 6 (1.68%) Docker
6 6 (1.68%) Hyper-V
6 6 (1.68%) Virtual Servers
7 4 (1.12%) SRDF
8 3 (0.84%) NFS
9 2 (0.56%) Firmware
9 2 (0.56%) PowerHA
9 2 (0.56%) XenApp
10 1 (0.28%) Oracle RAC
10 1 (0.28%) Virtual Desktop
10 1 (0.28%) vSphere
Systems Management
1 24 (6.70%) Ansible
2 11 (3.07%) Nagios
3 8 (2.23%) Terraform
4 7 (1.96%) NetBackup
5 6 (1.68%) Opscode Chef
5 6 (1.68%) Puppet
6 5 (1.40%) Grafana
6 5 (1.40%) HP Data Protector
7 3 (0.84%) NetApp OnCommand
7 3 (0.84%) SCCM
7 3 (0.84%) Simpana
8 2 (0.56%) Cisco CUCM
8 2 (0.56%) Endace
8 2 (0.56%) Graphite
8 2 (0.56%) Kibana
9 1 (0.28%) EdgeSight
9 1 (0.28%) Enterprise Manager Cloud Control
9 1 (0.28%) Kubernetes
9 1 (0.28%) Perfmon
9 1 (0.28%) systemd
Vendors
1 63 (17.60%) Oracle
2 59 (16.48%) Microsoft
3 49 (13.69%) VMware
4 29 (8.10%) Cisco
4 29 (8.10%) Splunk
5 28 (7.82%) SAP
6 22 (6.15%) Sybase
7 13 (3.63%) Red Hat
8 12 (3.35%) Palo Alto
9 10 (2.79%) Citrix
9 10 (2.79%) Juniper
10 9 (2.51%) New Relic
11 8 (2.23%) EMC
11 8 (2.23%) F5
11 8 (2.23%) HP
12 7 (1.96%) Cognos
12 7 (1.96%) Murex
12 7 (1.96%) Remedy
12 7 (1.96%) Sun
12 7 (1.96%) Veritas