Period
to 17 August 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 17 August 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South East > Berkshire
6 months to
17 Aug 2017
Same period 2016 Same period 2015
Rank 191 166 167
Rank change year-on-year -25 +1 +7
Permanent jobs citing UML 70 155 167
As % of all permanent IT jobs advertised in Berkshire 1.09% 1.71% 1.64%
As % of the Processes & Methodologies category 1.28% 1.92% 1.91%
Number of salaries quoted 63 155 138
Berkshire median annual salary £60,000 £52,000 £52,500
Median salary % change year-on-year +15.38% -0.95% +5.00%
10th Percentile £37,500 £37,500 £42,500
90th Percentile £81,750 £72,500 £75,750
South East median annual salary £50,000 £47,500 £46,250
% change year-on-year +5.26% +2.70% +2.78%

UML is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 5459 8055 8736
As % of all permanent IT job vacancies advertised in Berkshire 85.08% 88.67% 85.87%
Number of salaries quoted 4270 6365 6371
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,000 £30,000 £27,500
90th Percentile £75,000 £73,750 £72,500
South East median annual salary £45,000 £45,000 £45,000

UML
Job Vacancy Trend in Berkshire

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

Job vacancy trend for UML in Berkshire

UML
Salary Trend in Berkshire

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

Salary trend for UML in Berkshire

UML
Salary Histogram in Berkshire

The salary distribution of IT jobs citing UML in Berkshire over the 6 months to 17 August 2017.

Salary histogram for UML in Berkshire

UML
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the Berkshire region over the 6 months to 17 August 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
Reading +26 13 £47,500 +18.75%
Slough -29 9 £67,500 -0.74%
Bracknell +37 7 £60,000 +2.83%
Newbury +4 5 £55,000 -
Windsor - 5 £43,750 -
Wokingham +9 2 £47,500 -5.00%
UML
South East

For the 6 months to 17 August 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 Berkshire region with a requirement for UML.

1 44 (62.86%) Agile Software Development
2 25 (35.71%) Finance
3 21 (30.00%) C++
4 19 (27.14%) OO
5 17 (24.29%) SQL
6 16 (22.86%) ETL
7 15 (21.43%) Data Modelling
8 14 (20.00%) Java
8 14 (20.00%) Linux
8 14 (20.00%) STL
9 13 (18.57%) XML
10 12 (17.14%) Mentoring
11 11 (15.71%) Secure Coding
11 11 (15.71%) Enterprise Architecture
11 11 (15.71%) Waterfall
11 11 (15.71%) Unix
11 11 (15.71%) .NET
11 11 (15.71%) TOGAF
12 10 (14.29%) MicroStrategy
12 10 (14.29%) ITIL
12 10 (14.29%) Business Intelligence
12 10 (14.29%) NoSQL
13 9 (12.86%) High Availability
13 9 (12.86%) Boost C++ Libraries
13 9 (12.86%) Web Services
13 9 (12.86%) Oracle
13 9 (12.86%) JavaScript
13 9 (12.86%) SOA
14 8 (11.43%) Scrum
14 8 (11.43%) Telecoms

UML
Co-occurring IT Skills in Berkshire 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 (4.29%) Oracle SOA Suite
1 3 (4.29%) WebSphere
1 3 (4.29%) WebSphere Application Server
2 1 (1.43%) Apache Pig
2 1 (1.43%) Apache Spark
2 1 (1.43%) Tomcat
2 1 (1.43%) WebLogic
Applications
1 6 (8.57%) MS Visio
Business Applications
1 3 (4.29%) Dynamics AX
2 1 (1.43%) Academy Housing
2 1 (1.43%) Oracle BPM
Communications & Networking
1 3 (4.29%) Wireless
2 1 (1.43%) Ethernet
2 1 (1.43%) F5 BIG-IP GTM
2 1 (1.43%) F5 BIG-IP LTM
2 1 (1.43%) Firewall
2 1 (1.43%) HTTP
2 1 (1.43%) LAN
2 1 (1.43%) NAS
2 1 (1.43%) SAN
2 1 (1.43%) WAN
Database & Business Intelligence
1 10 (14.29%) NoSQL
2 7 (10.00%) SQL Server
3 5 (7.14%) DB2
4 2 (2.86%) Big Data
5 1 (1.43%) Apache Hive
5 1 (1.43%) Data Warehouse
5 1 (1.43%) Hadoop
5 1 (1.43%) HBase
5 1 (1.43%) Oracle Database
5 1 (1.43%) Parquet
Development Applications
1 5 (7.14%) Visual Studio
2 3 (4.29%) Rational Application Developer
3 1 (1.43%) Jenkins
3 1 (1.43%) JIRA
3 1 (1.43%) Maven
3 1 (1.43%) Team Foundation Server
General
1 25 (35.71%) Finance
2 8 (11.43%) Telecoms
3 3 (4.29%) Retail
4 2 (2.86%) Local Government
5 1 (1.43%) Advertising
5 1 (1.43%) Financial Institution
5 1 (1.43%) Legal
5 1 (1.43%) Manufacturing
Job Titles
1 25 (35.71%) Developer
2 19 (27.14%) Architect
3 16 (22.86%) Analyst
4 11 (15.71%) Business Analyst
4 11 (15.71%) C++ Developer
4 11 (15.71%) Senior Developer
5 10 (14.29%) MicroStrategy Developer
5 10 (14.29%) Senior MicroStrategy Developer
5 10 (14.29%) Solutions Architect
6 7 (10.00%) Data Analyst
7 6 (8.57%) Designer
8 5 (7.14%) .NET Developer
8 5 (7.14%) Agile Business Analyst
8 5 (7.14%) C# .NET Developer
8 5 (7.14%) C# Developer
8 5 (7.14%) Software Analyst
8 5 (7.14%) Software Engineer
9 4 (5.71%) Enterprise Architect
9 4 (5.71%) Lead Architect
9 4 (5.71%) Team Leader
Libraries, Frameworks & Software Standards
1 14 (20.00%) STL
2 13 (18.57%) XML
3 11 (15.71%) .NET
4 9 (12.86%) Boost C++ Libraries
4 9 (12.86%) Web Services
5 6 (8.57%) Java EE
6 5 (7.14%) HTML
6 5 (7.14%) WinForms
6 5 (7.14%) WPF
7 2 (2.86%) J2EE
7 2 (2.86%) J2SE
7 2 (2.86%) REST
7 2 (2.86%) SOAP
8 1 (1.43%) Apache Avro
8 1 (1.43%) IBM Integration Bus
8 1 (1.43%) JDBC
8 1 (1.43%) JSON
8 1 (1.43%) Kafka
8 1 (1.43%) WSDL
8 1 (1.43%) XSD
Miscellaneous
1 4 (5.71%) Computer Science
2 3 (4.29%) Analytical Skills
3 2 (2.86%) Data Centre
3 2 (2.86%) Enterprise Software
4 1 (1.43%) Data Structures
4 1 (1.43%) Enterprise Storage
4 1 (1.43%) iPad
4 1 (1.43%) Linux Command Line
4 1 (1.43%) Mainframe
4 1 (1.43%) N-Tier
Operating Systems
1 14 (20.00%) Linux
2 11 (15.71%) Unix
3 8 (11.43%) Windows
4 3 (4.29%) Embedded Linux
5 2 (2.86%) Red Hat Enterprise Linux
6 1 (1.43%) AIX
6 1 (1.43%) Windows Server 2003
Processes & Methodologies
1 44 (62.86%) Agile Software Development
2 19 (27.14%) OO
3 16 (22.86%) ETL
4 15 (21.43%) Data Modelling
5 12 (17.14%) Mentoring
6 11 (15.71%) Enterprise Architecture
6 11 (15.71%) Secure Coding
6 11 (15.71%) TOGAF
6 11 (15.71%) Waterfall
7 10 (14.29%) Business Intelligence
7 10 (14.29%) ITIL
8 9 (12.86%) High Availability
8 9 (12.86%) SOA
9 8 (11.43%) Scrum
9 8 (11.43%) Unit Testing
10 7 (10.00%) Business Analysis
10 7 (10.00%) SDLC
10 7 (10.00%) Software Engineering
11 6 (8.57%) BPMN
11 6 (8.57%) Business Transformation
Programming Languages
1 21 (30.00%) C++
2 17 (24.29%) SQL
3 14 (20.00%) Java
4 9 (12.86%) JavaScript
5 6 (8.57%) T-SQL
6 5 (7.14%) C#
6 5 (7.14%) VC++
6 5 (7.14%) XAML
7 4 (5.71%) C
8 1 (1.43%) Bash Shell
8 1 (1.43%) COBOL
8 1 (1.43%) JCL
8 1 (1.43%) PHP
8 1 (1.43%) Python
8 1 (1.43%) Scala
Qualifications
1 5 (7.14%) Degree
2 3 (4.29%) Security Cleared
3 2 (2.86%) SC Cleared
4 1 (1.43%) Chartered Engineer
4 1 (1.43%) ISEB
4 1 (1.43%) MBCS
Quality Assurance & Compliance
1 3 (4.29%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 1 (1.43%) ISO 9001
2 1 (1.43%) QA
System Software
1 1 (1.43%) Apache Flume
1 1 (1.43%) HDFS
1 1 (1.43%) Virtual Machines
1 1 (1.43%) VMware Infrastructure
Vendors
1 10 (14.29%) MicroStrategy
2 9 (12.86%) Oracle
3 8 (11.43%) Microsoft
4 4 (5.71%) HP
4 4 (5.71%) IBM
5 2 (2.86%) Red Hat
6 1 (1.43%) CheckPoint
6 1 (1.43%) Cisco
6 1 (1.43%) F5
6 1 (1.43%) Nokia
6 1 (1.43%) VMware