Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Use Case skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Use Case over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Use Cases
UK > England
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 375 365 349
Rank change year-on-year -10 -16 -6
Permanent jobs citing Use Case 1,244 1,494 1,656
As % of all permanent IT jobs advertised in England 0.82% 0.88% 0.92%
As % of the Processes & Methodologies category 0.90% 0.97% 1.01%
Number of salaries quoted 908 1,109 1,322
England median annual salary £55,000 £55,000 £55,000
10th Percentile £32,500 £35,000 £36,250
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +1.45%

Use Case 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 138,356 154,580 163,607
As % of all permanent IT jobs advertised in England 91.19% 91.48% 90.93%
Number of salaries quoted 111,017 123,136 137,321
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Use Case
Job Vacancy Trend in England

Job postings citing Use Case as a percentage of all IT jobs advertised in England.

Job vacancy trend for Use Case in England

Use Case
Salary Trend in England

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

Salary trend for Use Case in England

Use Case
Salary Histogram in England

The salary distribution of IT jobs citing Use Case in England over the 6 months to 16 November 2018.

Salary histogram for Use Case in England

Use Case
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Use Case within the England region over the 6 months to 16 November 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 -23 566 £65,000 +8.33% 76
South East +9 230 £55,000 +15.79% 42
North of England -28 168 £45,000 -10.00% 39
North West -50 113 £50,000 +11.11% 21
Midlands +6 107 £44,000 -7.37% 21
East of England +53 99 £56,500 +25.56% 9
West Midlands +13 71 £44,000 -7.37% 13
South West -11 65 £55,000 +22.22% 16
Yorkshire +25 45 £45,000 -18.18% 14
East Midlands -3 35 £41,250 -17.50% 8
North East +2 10 £28,500 -24.00% 4
Use Case
UK

For the 6 months to 16 November 2018, IT jobs citing Use Case also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Use Case.

1 585 (47.03%) Agile Software Development
2 381 (30.63%) Finance
3 329 (26.45%) Business Analysis
4 312 (25.08%) User Stories
5 282 (22.67%) UML
6 266 (21.38%) Analytical Skills
7 232 (18.65%) Degree
8 218 (17.52%) Scrum
9 208 (16.72%) SQL
10 189 (15.19%) Java
11 179 (14.39%) Waterfall
12 175 (14.07%) Data Modelling
13 173 (13.91%) JavaScript
14 172 (13.83%) Microsoft
15 170 (13.67%) Project Management
16 158 (12.70%) User Acceptance Testing
17 155 (12.46%) Problem-Solving
18 152 (12.22%) Python
19 147 (11.82%) Stakeholder Management
20 146 (11.74%) Analytics
21 140 (11.25%) Web Services
22 134 (10.77%) Migration
23 133 (10.69%) SDLC
24 128 (10.29%) Business Process Modelling
25 127 (10.21%) HTML
25 127 (10.21%) Change Management
26 125 (10.05%) C#
27 123 (9.89%) OO
28 119 (9.57%) CSS
29 116 (9.32%) Amazon AWS

Use Case
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 55 (4.42%) Apache Spark
2 39 (3.14%) Apache
3 27 (2.17%) Elasticsearch
4 22 (1.77%) Confluence
5 15 (1.21%) SharePoint
6 12 (0.96%) Apache Solr
7 11 (0.88%) Hyperledger
8 10 (0.80%) Apache ServiceMix
9 8 (0.64%) Ethereum
9 8 (0.64%) Oracle SOA Suite
9 8 (0.64%) Skype for Business
10 7 (0.56%) WebSphere
11 6 (0.48%) CMS
12 5 (0.40%) MS Exchange
12 5 (0.40%) OpenStack
12 5 (0.40%) Tomcat
13 4 (0.32%) Adobe Experience Manager
13 4 (0.32%) SAS
14 3 (0.24%) Apache Pig
15 2 (0.16%) Alfresco
Applications
1 63 (5.06%) MS Visio
2 59 (4.74%) Microsoft Excel
3 48 (3.86%) Microsoft Office
4 32 (2.57%) Microsoft PowerPoint
5 12 (0.96%) Microsoft Project
6 10 (0.80%) Chatbot
7 3 (0.24%) AutoCAD
7 3 (0.24%) UserZoom
8 2 (0.16%) InVision
9 1 (0.080%) Adobe Illustrator
9 1 (0.080%) Photoshop
9 1 (0.080%) SPSS
Business Applications
1 16 (1.29%) Salesforce.com CRM
2 9 (0.72%) Dynamics CRM
2 9 (0.72%) IntelliMatch
2 9 (0.72%) SAP Hybris
3 8 (0.64%) SAP GRC
4 7 (0.56%) SAP S/4HANA
5 6 (0.48%) Distributed Ledger
6 4 (0.32%) Dynamics AX
6 4 (0.32%) Dynamics NAV
6 4 (0.32%) Lawson
6 4 (0.32%) Magento
6 4 (0.32%) NetSuite
7 3 (0.24%) Oracle Manufacturing
7 3 (0.24%) R3 Corda
7 3 (0.24%) SAP ERP
8 2 (0.16%) Actimize
8 2 (0.16%) Oracle EBS R12
8 2 (0.16%) Payment Gateway
8 2 (0.16%) PeopleSoft Financials
9 1 (0.080%) Unit4 Business World
Cloud Services
1 116 (9.32%) Amazon AWS
2 101 (8.12%) Microsoft Azure
3 48 (3.86%) SaaS
4 47 (3.78%) PaaS
5 39 (3.14%) Office 365
6 38 (3.05%) Google Cloud Platform
7 36 (2.89%) IaaS
8 28 (2.25%) Cloud Computing
9 21 (1.69%) Mimecast
10 19 (1.53%) Serverless
11 14 (1.13%) AWS Lambda
11 14 (1.13%) GitHub
12 9 (0.72%) Salesforce Service Cloud
13 8 (0.64%) Azure Active Directory
13 8 (0.64%) Dialogflow
14 7 (0.56%) Amazon Kinesis
15 6 (0.48%) Google Analytics
15 6 (0.48%) Google Tag Manager
16 5 (0.40%) iPaaS
17 4 (0.32%) Azure Machine Learning
Communications & Networking
1 55 (4.42%) HTTP
2 42 (3.38%) TCP/IP
3 35 (2.81%) Firewall
4 29 (2.33%) Network Security
5 20 (1.61%) DNS
6 17 (1.37%) DKIM
6 17 (1.37%) DMARC
7 14 (1.13%) SSL
8 12 (0.96%) Internet
8 12 (0.96%) Intrusion Detection
8 12 (0.96%) MPLS
8 12 (0.96%) VPN
9 9 (0.72%) Skype
9 9 (0.72%) SMTP
10 6 (0.48%) LAN
10 6 (0.48%) WAN
11 5 (0.40%) Broadband
11 5 (0.40%) IPFS
12 4 (0.32%) VSAN
12 4 (0.32%) xDSL
Database & Business Intelligence
1 102 (8.20%) Big Data
2 78 (6.27%) Data Warehouse
3 71 (5.71%) NoSQL
3 71 (5.71%) Relational Database
4 68 (5.47%) Hadoop
5 60 (4.82%) SQL Server
6 34 (2.73%) Apache Hive
7 33 (2.65%) Power BI
8 29 (2.33%) HBase
9 28 (2.25%) Apache Cassandra
10 26 (2.09%) Blockchain
10 26 (2.09%) MongoDB
11 24 (1.93%) PostgreSQL
12 22 (1.77%) Amazon DynamoDB
13 21 (1.69%) Impala
14 19 (1.53%) CouchDB
14 19 (1.53%) Data Lake
15 15 (1.21%) MySQL
15 15 (1.21%) RDBMS
16 14 (1.13%) SQL Server Integration Services
Development Applications
1 53 (4.26%) JIRA
2 45 (3.62%) MSTest
2 45 (3.62%) NUnit
3 40 (3.22%) Git (software)
4 33 (2.65%) Selenium
5 21 (1.69%) Team Foundation Server
6 20 (1.61%) Jenkins
7 17 (1.37%) Maven
8 14 (1.13%) Subversion
9 12 (0.96%) TeamCity
10 11 (0.88%) Axure RP
10 11 (0.88%) Cucumber
10 11 (0.88%) Gradle
10 11 (0.88%) Visual Studio Team System
10 11 (0.88%) WebDriver
11 8 (0.64%) Eclipse
11 8 (0.64%) ERwin
11 8 (0.64%) IntelliJ
11 8 (0.64%) SoapUI
11 8 (0.64%) Visual Studio
General
1 381 (30.63%) Finance
2 106 (8.52%) Retail
3 95 (7.64%) Banking
4 84 (6.75%) Telecoms
5 51 (4.10%) Advertising
5 51 (4.10%) Marketing
6 48 (3.86%) Manufacturing
7 37 (2.97%) Investment Banking
8 33 (2.65%) Law
9 31 (2.49%) Front Office
10 22 (1.77%) Legal
11 21 (1.69%) Financial Institution
12 20 (1.61%) Electronics
13 17 (1.37%) Local Government
14 15 (1.21%) Games
15 14 (1.13%) Billing
15 14 (1.13%) Publishing
16 13 (1.05%) Retail Banking
17 12 (0.96%) Corporate Banking
18 11 (0.88%) Back Office
Job Titles
1 496 (39.87%) Analyst
2 378 (30.39%) Business Analyst
3 155 (12.46%) Developer
4 151 (12.14%) Architect
5 101 (8.12%) Senior Analyst
6 80 (6.43%) Senior Business Analyst
7 74 (5.95%) Consultant
8 62 (4.98%) Security Engineer
9 61 (4.90%) Solutions Architect
10 52 (4.18%) Lead Business Analyst
11 50 (4.02%) Senior Developer
12 49 (3.94%) Java Developer
13 47 (3.78%) Software Engineer
14 36 (2.89%) Data Engineer
15 34 (2.73%) Systems Analyst
16 33 (2.65%) Software Developer
17 32 (2.57%) .NET Software Engineer
17 32 (2.57%) C# Software Engineer
18 29 (2.33%) IT Analyst
18 29 (2.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 140 (11.25%) Web Services
2 127 (10.21%) HTML
3 119 (9.57%) CSS
4 99 (7.96%) .NET
5 95 (7.64%) XML
6 85 (6.83%) RESTful
7 69 (5.55%) AngularJS
8 66 (5.31%) Spring
9 62 (4.98%) ASP.NET
10 55 (4.42%) SOAP
11 54 (4.34%) WPF
12 53 (4.26%) WCF
13 52 (4.18%) jQuery
14 46 (3.70%) LINQ
14 46 (3.70%) XSLT
15 45 (3.62%) Silverlight
15 45 (3.62%) WF
16 42 (3.38%) Hibernate
17 41 (3.30%) Node.js
18 40 (3.22%) REST
Miscellaneous
1 266 (21.38%) Analytical Skills
2 89 (7.15%) Management Information System
3 86 (6.91%) Computer Science
4 74 (5.95%) User Experience
5 53 (4.26%) Algorithms
6 47 (3.78%) Security Operations Centre
7 46 (3.70%) Self-Motivation
8 42 (3.38%) Data Structures
8 42 (3.38%) FMCG
9 39 (3.14%) Enterprise Software
10 31 (2.49%) Fintech
10 31 (2.49%) Mobile App
11 22 (1.77%) Cyberattack
12 20 (1.61%) PKI
13 19 (1.53%) Data Centre
14 18 (1.45%) PMI
15 15 (1.21%) Public Cloud
16 14 (1.13%) Greenfield Project
17 13 (1.05%) Bitcoin
17 13 (1.05%) Social Media
Operating Systems
1 98 (7.88%) Linux
2 87 (6.99%) Windows
3 69 (5.55%) Unix
4 23 (1.85%) Android
5 21 (1.69%) Apple iOS
6 18 (1.45%) Windows Server
7 12 (0.96%) CentOS
8 8 (0.64%) Windows 10
9 7 (0.56%) Red Hat Enterprise Linux
10 5 (0.40%) Embedded Linux
10 5 (0.40%) Windows 7
10 5 (0.40%) Windows 8
11 4 (0.32%) Windows Phone
11 4 (0.32%) Windows Phone 8
12 3 (0.24%) Solaris
13 2 (0.16%) MVS
13 2 (0.16%) Windows Server 2008
14 1 (0.080%) AIX
14 1 (0.080%) HPUX
14 1 (0.080%) Windows Server 2003
Processes & Methodologies
1 585 (47.03%) Agile Software Development
2 329 (26.45%) Business Analysis
3 312 (25.08%) User Stories
4 282 (22.67%) UML
5 218 (17.52%) Scrum
6 179 (14.39%) Waterfall
7 175 (14.07%) Data Modelling
8 170 (13.67%) Project Management
9 158 (12.70%) User Acceptance Testing
10 155 (12.46%) Problem-Solving
11 147 (11.82%) Stakeholder Management
12 146 (11.74%) Analytics
13 134 (10.77%) Migration
14 133 (10.69%) SDLC
15 128 (10.29%) Business Process Modelling
16 127 (10.21%) Change Management
17 123 (9.89%) OO
18 108 (8.68%) Software Engineering
19 103 (8.28%) Cybersecurity
19 103 (8.28%) Data Analysis
Programming Languages
1 208 (16.72%) SQL
2 189 (15.19%) Java
3 173 (13.91%) JavaScript
4 152 (12.22%) Python
5 125 (10.05%) C#
6 68 (5.47%) C++
7 62 (4.98%) T-SQL
8 59 (4.74%) C
9 45 (3.62%) PL/SQL
10 44 (3.54%) Scala
11 33 (2.65%) Go
12 30 (2.41%) R
13 25 (2.01%) PowerShell
14 16 (1.29%) Ruby
15 13 (1.05%) Perl
16 12 (0.96%) Groovy
17 10 (0.80%) Kotlin
18 8 (0.64%) Java 8
19 7 (0.56%) Bash Shell
20 6 (0.48%) Solidity
Qualifications
1 232 (18.65%) Degree
2 77 (6.19%) ISEB
3 74 (5.95%) Security Cleared
4 52 (4.18%) CISSP
5 46 (3.70%) CompTIA Security+
6 41 (3.30%) Computer Science Degree
7 39 (3.14%) PMI Certification
8 34 (2.73%) CISM
8 34 (2.73%) SANS
9 32 (2.57%) GIAC
9 32 (2.57%) SSCP
10 30 (2.41%) DV Cleared
11 26 (2.09%) CISA
12 24 (1.93%) Microsoft Certification
13 22 (1.77%) CSSLP
14 21 (1.69%) PMP
15 20 (1.61%) MCSA
16 18 (1.45%) CBAP
17 17 (1.37%) CEH
18 16 (1.29%) SC Cleared
Quality Assurance & Compliance
1 86 (6.91%) QA
2 35 (2.81%) Data Quality
3 21 (1.69%) PMO
4 19 (1.53%) GDPR
5 18 (1.45%) SLA
6 11 (0.88%) SEPA
7 9 (0.72%) ISO 20022
7 9 (0.72%) TARGET2
8 7 (0.56%) ISO/IEC 27001
9 6 (0.48%) COBIT
9 6 (0.48%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 5 (0.40%) Sarbanes-Oxley
11 4 (0.32%) Basel III
11 4 (0.32%) GPG13
12 3 (0.24%) PCI DSS
13 2 (0.16%) Web Application Security Consortium
14 1 (0.080%) EMIR
14 1 (0.080%) MiFID
14 1 (0.080%) PSD2
14 1 (0.080%) WCAG
System Software
1 26 (2.09%) Docker
2 21 (1.69%) HDFS
3 19 (1.53%) Active Directory
4 9 (0.72%) Apache Flume
5 7 (0.56%) Virtual Servers
6 6 (0.48%) Apache ZooKeeper
6 6 (0.48%) Firmware
6 6 (0.48%) Snort
7 5 (0.40%) Virtual Machines
7 5 (0.40%) VMware Infrastructure
8 4 (0.32%) Ceph
8 4 (0.32%) VMware ESXi
9 3 (0.24%) Virtual Desktop
10 2 (0.16%) VirtualBox
10 2 (0.16%) Xen
11 1 (0.080%) GridGain
11 1 (0.080%) Hyper-V
11 1 (0.080%) Microsoft App-V
11 1 (0.080%) NDS
11 1 (0.080%) NetIQ eDirectory
Systems Management
1 24 (1.93%) CASB
2 17 (1.37%) Opscode Chef
3 16 (1.29%) Kubernetes
4 15 (1.21%) Ansible
4 15 (1.21%) Oozie
5 14 (1.13%) QRadar
6 10 (0.80%) CSIRT
6 10 (0.80%) Norton AntiVirus
7 9 (0.72%) Kibana
8 7 (0.56%) HP Quality Center
8 7 (0.56%) Puppet
9 6 (0.48%) SCCM
10 5 (0.40%) Nessus
11 4 (0.32%) Consul
11 4 (0.32%) Docker Swarm
11 4 (0.32%) Hadoop YARN
11 4 (0.32%) HP ALM
11 4 (0.32%) logstash
12 3 (0.24%) Network Intrusion Detection System
12 3 (0.24%) vRealize
Vendors
1 172 (13.83%) Microsoft
2 55 (4.42%) Google
3 54 (4.34%) Oracle
4 41 (3.30%) Salesforce.com
5 36 (2.89%) SAP
6 33 (2.65%) Symantec
7 24 (1.93%) Sophos
8 22 (1.77%) Cloudera
8 22 (1.77%) Forcepoint
9 20 (1.61%) Tableau
9 20 (1.61%) VMware
10 15 (1.21%) Rackspace
11 13 (1.05%) Calypso
11 13 (1.05%) Cognizant
11 13 (1.05%) hybris
11 13 (1.05%) MapR
11 13 (1.05%) Red Hat
12 12 (0.96%) Atlassian
13 11 (0.88%) Blue Coat
14 10 (0.80%) Talend