Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for UML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited UML over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
West Midlands > Birmingham
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 141 186 161
Rank change year-on-year +45 -25 -23
Permanent jobs citing UML 50 36 30
As % of all permanent IT jobs advertised in Birmingham 1.29% 0.76% 0.76%
As % of the Processes & Methodologies category 1.43% 0.86% 0.88%
Number of salaries quoted 48 38 24
Birmingham median annual salary £70,000 £50,000 £42,500
Median salary % change year-on-year +40.00% +17.65% -15.00%
West Midlands median annual salary £53,750 £48,500 £42,500
% change year-on-year +10.82% +14.12% -

UML 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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3504 4202 3421
As % of all permanent IT jobs advertised in Birmingham 90.17% 89.01% 87.00%
Number of salaries quoted 2749 3074 2860
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

UML
Job Vacancy Trend in Birmingham

Job postings citing UML as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for UML in Birmingham

UML
Salary Trend in Birmingham

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

Salary trend for UML in Birmingham

UML
Salary Histogram in Birmingham

The salary distribution of IT jobs citing UML in Birmingham over the 6 months to 21 November 2017.

Salary histogram for UML in Birmingham

For the 6 months to 21 November 2017, IT jobs citing UML 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 Birmingham region with a requirement for UML.

1 36 (72.00%) Finance
2 30 (60.00%) Business Intelligence
2 30 (60.00%) TOGAF
3 29 (58.00%) Banking
3 29 (58.00%) Data Integration
3 29 (58.00%) Data Warehouse
3 29 (58.00%) ArchiMate
4 28 (56.00%) Analytics
4 28 (56.00%) Infrastructure Management
4 28 (56.00%) Presales
4 28 (56.00%) Data Ingestion
4 28 (56.00%) Data Acquisition
4 28 (56.00%) Management Information System
4 28 (56.00%) Migration
4 28 (56.00%) Stakeholder Management
4 28 (56.00%) Data Migration
4 28 (56.00%) Asset Management
5 15 (30.00%) Agile Software Development
6 9 (18.00%) SQL
7 8 (16.00%) Java
7 8 (16.00%) Scrum
7 8 (16.00%) SDLC
8 7 (14.00%) Spring
8 7 (14.00%) User Acceptance Testing
8 7 (14.00%) Degree
8 7 (14.00%) JavaScript
8 7 (14.00%) CSS
8 7 (14.00%) Web Services
9 6 (12.00%) XML
9 6 (12.00%) SOAP

UML
Co-occurring IT Skills in Birmingham 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 3 (6.00%) Apache ServiceMix
1 3 (6.00%) IIS
1 3 (6.00%) Mule
2 2 (4.00%) Adobe Experience Manager
2 2 (4.00%) CMS
2 2 (4.00%) Drupal
3 1 (2.00%) Apache
3 1 (2.00%) Apache Spark
3 1 (2.00%) JBoss
3 1 (2.00%) Oracle SOA Suite
3 1 (2.00%) WebLogic
3 1 (2.00%) WebSphere
Applications
1 1 (2.00%) Microsoft Project
1 1 (2.00%) Open Workbench
1 1 (2.00%) Spreadsheet
Business Applications
1 1 (2.00%) Dynamics AX
Cloud Services
1 3 (6.00%) Force.com
2 1 (2.00%) Amazon AWS
2 1 (2.00%) Google Cloud Platform
2 1 (2.00%) Microsoft Azure
Communications & Networking
1 3 (6.00%) HTTP
1 3 (6.00%) Internet
Database & Business Intelligence
1 29 (58.00%) Data Warehouse
2 4 (8.00%) MySQL
2 4 (8.00%) SQL Server
3 2 (4.00%) NoSQL
4 1 (2.00%) Apache Cassandra
4 1 (2.00%) Apache Hive
4 1 (2.00%) Hadoop
4 1 (2.00%) MongoDB
4 1 (2.00%) Riak
Development Applications
1 4 (8.00%) Maven
2 3 (6.00%) Oracle APEX
3 1 (2.00%) Bitbucket
3 1 (2.00%) Eclipse
3 1 (2.00%) Git (software)
3 1 (2.00%) Jenkins
3 1 (2.00%) JIRA
3 1 (2.00%) SonarQube
General
1 36 (72.00%) Finance
2 29 (58.00%) Banking
3 2 (4.00%) Telecoms
4 1 (2.00%) Advertising
4 1 (2.00%) Electronics
4 1 (2.00%) Financial Institution
4 1 (2.00%) Legal
4 1 (2.00%) Manufacturing
4 1 (2.00%) Retail
Job Titles
1 34 (68.00%) Architect
2 30 (60.00%) Solutions Architect
3 28 (56.00%) Data Architect
3 28 (56.00%) Infrastructure Architect
3 28 (56.00%) Infrastructure Solutions Architect
3 28 (56.00%) Senior Architect
3 28 (56.00%) Senior Data Architect
3 28 (56.00%) Senior Infrastructure Architect
3 28 (56.00%) Senior Solutions Architect
4 5 (10.00%) Analyst
4 5 (10.00%) Business Analyst
5 3 (6.00%) Business IT Analyst
5 3 (6.00%) Developer
5 3 (6.00%) IT Analyst
5 3 (6.00%) IT Business Analyst
5 3 (6.00%) Java Developer
5 3 (6.00%) Technical Architect
6 2 (4.00%) Scrum Master
6 2 (4.00%) Senior Developer
6 2 (4.00%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 7 (14.00%) CSS
1 7 (14.00%) Spring
1 7 (14.00%) Web Services
2 6 (12.00%) Hibernate
2 6 (12.00%) JDBC
2 6 (12.00%) JSON
2 6 (12.00%) SOAP
2 6 (12.00%) XML
3 5 (10.00%) .NET
4 4 (8.00%) HTML
5 3 (6.00%) CSS3
5 3 (6.00%) Java RMI
5 3 (6.00%) JPA
5 3 (6.00%) REST
5 3 (6.00%) RESTful
5 3 (6.00%) Struts
5 3 (6.00%) Visualforce
6 2 (4.00%) Drools
6 2 (4.00%) Node.js
6 2 (4.00%) OSGi
Miscellaneous
1 28 (56.00%) Management Information System
2 6 (12.00%) Computer Science
3 5 (10.00%) Enterprise Software
4 1 (2.00%) Blog
Processes & Methodologies
1 30 (60.00%) Business Intelligence
1 30 (60.00%) TOGAF
2 29 (58.00%) ArchiMate
2 29 (58.00%) Data Integration
3 28 (56.00%) Analytics
3 28 (56.00%) Asset Management
3 28 (56.00%) Data Acquisition
3 28 (56.00%) Data Ingestion
3 28 (56.00%) Data Migration
3 28 (56.00%) Infrastructure Management
3 28 (56.00%) Migration
3 28 (56.00%) Presales
3 28 (56.00%) Stakeholder Management
4 15 (30.00%) Agile Software Development
5 8 (16.00%) Scrum
5 8 (16.00%) SDLC
6 7 (14.00%) User Acceptance Testing
7 6 (12.00%) Open Source
8 5 (10.00%) Customer Requirements
8 5 (10.00%) Software Engineering
Programming Languages
1 9 (18.00%) SQL
2 8 (16.00%) Java
3 7 (14.00%) JavaScript
4 3 (6.00%) Apex Code
4 3 (6.00%) C#
4 3 (6.00%) PL/SQL
5 2 (4.00%) C
5 2 (4.00%) PHP
5 2 (4.00%) Ruby
5 2 (4.00%) Scala
6 1 (2.00%) Embedded C
6 1 (2.00%) MATLAB
6 1 (2.00%) XPath
Qualifications
1 7 (14.00%) Degree
2 5 (10.00%) Computer Science Degree
3 1 (2.00%) ISEB
3 1 (2.00%) ISTQB
Quality Assurance & Compliance
1 2 (4.00%) ISO/IEC 27001
2 1 (2.00%) DO-178B
2 1 (2.00%) MISRA
2 1 (2.00%) QA
System Software
1 2 (4.00%) Docker
2 1 (2.00%) Apache ZooKeeper
2 1 (2.00%) HDFS
Systems Management
1 1 (2.00%) Hadoop YARN
Vendors
1 4 (8.00%) Microsoft
1 4 (8.00%) Oracle
2 3 (6.00%) Informatica
2 3 (6.00%) Jitterbit
3 2 (4.00%) Adobe
3 2 (4.00%) Salesforce.com
4 1 (2.00%) Google