Period
to 24 May 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for UML skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited UML over the 6 months to 24 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Unified Modeling Language (UML)
Scotland > Glasgow
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 81 80 84
Rank change year-on-year -1 +4 +1
Contract jobs citing UML 31 7 11
As % of all contract IT jobs advertised in Glasgow 2.00% 0.62% 0.87%
As % of the Processes & Methodologies category 2.32% 0.70% 1.05%
Number of daily rates quoted 20 8 5
Glasgow median daily rate £469 £373 £285
Median daily rate % change year-on-year +25.84% +30.70% -36.67%
10th Percentile £369 £313 £223
90th Percentile £646 £432 £378
Scotland median daily rate £518 £420 £463
% change year-on-year +23.21% -9.19% +15.63%
Number of hourly rates quoted 1 0 0
Glasgow median hourly rate £46.00 - -
Scotland median hourly rate £46.00 - £38.75

UML is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,337 995 1,048
As % of all contract IT jobs advertised in Glasgow 86.43% 87.51% 82.58%
Number of daily rates quoted 810 524 583
Glasgow median daily rate £388 £370 £350
Median daily rate % change year-on-year +4.73% +5.71% -6.67%
10th Percentile £263 £239 £208
90th Percentile £525 £488 £475
Scotland median daily rate £400 £378 £375
% change year-on-year +5.96% +0.67% -
Number of hourly rates quoted 25 10 8
Glasgow median hourly rate £20.00 £27.45 £32.50
Median hourly rate % change year-on-year -27.13% -15.55% +28.71%
10th Percentile £10.08 £14.49 £13.55
90th Percentile £35.00 £46.23 £40.26
Scotland median hourly rate £21.50 £22.00 £36.00
% change year-on-year -2.27% -38.89% +34.65%

UML
Job Vacancy Trend in Glasgow

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

Job vacancy trend for UML in Glasgow

UML
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing UML in Glasgow.

Contractor daily rate trend for UML in Glasgow

UML
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing UML in Glasgow over the 6 months to 24 May 2018.

Contractor daily rate histogram for UML in Glasgow

UML
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing UML in Glasgow.

Contractor hourly rate trend for UML in Glasgow

For the 6 months to 24 May 2018, IT contractor jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for UML.

1 25 (80.65%) Agile Software Development
2 16 (51.61%) Scrum
3 14 (45.16%) Java
3 14 (45.16%) JavaScript
4 11 (35.48%) SOA
5 9 (29.03%) Oracle
5 9 (29.03%) TOGAF
5 9 (29.03%) Software Engineering
5 9 (29.03%) Waterfall
5 9 (29.03%) SDLC
6 8 (25.81%) SQL Server
6 8 (25.81%) .NET
7 6 (19.35%) OO
7 6 (19.35%) WebLogic
7 6 (19.35%) C#
7 6 (19.35%) CRM
7 6 (19.35%) SharePoint
7 6 (19.35%) Finance
7 6 (19.35%) Stakeholder Management
7 6 (19.35%) CMS
7 6 (19.35%) Dynamics CRM
7 6 (19.35%) Spring
7 6 (19.35%) Microsoft Azure
7 6 (19.35%) REST
7 6 (19.35%) User Stories
8 5 (16.13%) Relational Database
8 5 (16.13%) Docker
8 5 (16.13%) NoSQL
8 5 (16.13%) Open Source
8 5 (16.13%) Hibernate

UML
Co-occurring IT Skills in Glasgow 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 6 (19.35%) CMS
1 6 (19.35%) SharePoint
1 6 (19.35%) WebLogic
2 4 (12.90%) Jetty
2 4 (12.90%) Oracle SOA Suite
3 3 (9.68%) JBoss
3 3 (9.68%) Tomcat
4 2 (6.45%) Apache Spark
4 2 (6.45%) WebSphere
Applications
1 1 (3.23%) Mingle
Business Applications
1 6 (19.35%) Dynamics CRM
Cloud Services
1 6 (19.35%) Microsoft Azure
2 1 (3.23%) Amazon AWS
Communications & Networking
1 2 (6.45%) AMQP
2 1 (3.23%) Ethernet
2 1 (3.23%) RS-232
2 1 (3.23%) RS-485
2 1 (3.23%) TCP/IP
Database & Business Intelligence
1 8 (25.81%) SQL Server
2 5 (16.13%) NoSQL
2 5 (16.13%) Relational Database
3 4 (12.90%) MongoDB
3 4 (12.90%) RDBMS
4 3 (9.68%) Big Data
4 3 (9.68%) Data Warehouse
4 3 (9.68%) Hadoop
4 3 (9.68%) Oracle Database
4 3 (9.68%) Oracle Database 10g
4 3 (9.68%) Oracle Database 11g
5 2 (6.45%) Couchbase
5 2 (6.45%) Impala
5 2 (6.45%) Redis
5 2 (6.45%) Riak
6 1 (3.23%) Apache Hive
6 1 (3.23%) HBase
6 1 (3.23%) MySQL
Development Applications
1 3 (9.68%) Cucumber
2 2 (6.45%) FitNesse
2 2 (6.45%) Selenium
2 2 (6.45%) Vagrant
3 1 (3.23%) Git (software)
3 1 (3.23%) GitLab
3 1 (3.23%) GoCD
3 1 (3.23%) Gradle
3 1 (3.23%) JIRA
3 1 (3.23%) Mercurial
3 1 (3.23%) Mockito
3 1 (3.23%) Rational DOORS
3 1 (3.23%) Rational Rhapsody
3 1 (3.23%) SonarQube
3 1 (3.23%) Subversion
General
1 6 (19.35%) Finance
2 2 (6.45%) Electronics
2 2 (6.45%) Manufacturing
2 2 (6.45%) Marketing
2 2 (6.45%) Telecoms
3 1 (3.23%) Banking
3 1 (3.23%) Military
3 1 (3.23%) Retail
Job Titles
1 19 (61.29%) Architect
2 11 (35.48%) Solutions Architect
3 6 (19.35%) Designer
3 6 (19.35%) Lead Architect
3 6 (19.35%) Solutions Designer
4 5 (16.13%) Lead Solutions Architect
4 5 (16.13%) Technical Architect
5 3 (9.68%) Developer
5 3 (9.68%) Java Developer
6 2 (6.45%) Data Modeller
6 2 (6.45%) Java Architect
6 2 (6.45%) Java Technical Architect
7 1 (3.23%) Applications Architect
7 1 (3.23%) C++ Software Engineer
7 1 (3.23%) Embedded C++ Engineer
7 1 (3.23%) Embedded C++ Software Engineer
7 1 (3.23%) Embedded Software Engineer
7 1 (3.23%) Junior Analyst
7 1 (3.23%) Junior Architect
7 1 (3.23%) Scrum Master
Libraries, Frameworks & Software Standards
1 8 (25.81%) .NET
2 6 (19.35%) REST
2 6 (19.35%) Spring
3 5 (16.13%) Hibernate
4 4 (12.90%) Node.js
5 3 (9.68%) CSS
5 3 (9.68%) Java EE
5 3 (9.68%) jQuery
5 3 (9.68%) JSP
5 3 (9.68%) Swagger
6 2 (6.45%) HTML
6 2 (6.45%) HTML5
6 2 (6.45%) J2EE
6 2 (6.45%) JMS
6 2 (6.45%) JPA
6 2 (6.45%) Kafka
6 2 (6.45%) RabbitMQ
6 2 (6.45%) TIBCO EMS
6 2 (6.45%) WebSphere MQ
6 2 (6.45%) XML
Miscellaneous
1 2 (6.45%) Mobile App
2 1 (3.23%) Embedded Systems
2 1 (3.23%) NHS
2 1 (3.23%) Self-Motivation
Operating Systems
1 3 (9.68%) Linux
1 3 (9.68%) Unix
Processes & Methodologies
1 25 (80.65%) Agile Software Development
2 16 (51.61%) Scrum
3 11 (35.48%) SOA
4 9 (29.03%) SDLC
4 9 (29.03%) Software Engineering
4 9 (29.03%) TOGAF
4 9 (29.03%) Waterfall
5 6 (19.35%) CRM
5 6 (19.35%) OO
5 6 (19.35%) Stakeholder Management
5 6 (19.35%) User Stories
6 5 (16.13%) Open Source
7 4 (12.90%) DSDM
7 4 (12.90%) ETL
7 4 (12.90%) Kanban
7 4 (12.90%) Mentoring
7 4 (12.90%) RUP
8 3 (9.68%) ArchiMate
8 3 (9.68%) DevOps
8 3 (9.68%) Microservices
Programming Languages
1 14 (45.16%) Java
1 14 (45.16%) JavaScript
2 6 (19.35%) C#
3 3 (9.68%) C++
3 3 (9.68%) Python
3 3 (9.68%) SQL
4 2 (6.45%) Bash Shell
4 2 (6.45%) Ruby
5 1 (3.23%) Embedded C++
Qualifications
1 3 (9.68%) Degree
2 2 (6.45%) TOGAF Certification
3 1 (3.23%) SC Cleared
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 4 (12.90%) QA
2 1 (3.23%) Def Stans
2 1 (3.23%) DO-178B
2 1 (3.23%) IEC 61508
2 1 (3.23%) PMO
System Software
1 5 (16.13%) Docker
2 1 (3.23%) HDFS
Systems Management
1 3 (9.68%) Ansible
2 2 (6.45%) Cobbler
2 2 (6.45%) Opscode Chef
2 2 (6.45%) Puppet
3 1 (3.23%) Icinga
3 1 (3.23%) Kibana
3 1 (3.23%) logstash
Vendors
1 9 (29.03%) Oracle
2 4 (12.90%) TIBCO
3 2 (6.45%) IBM
3 2 (6.45%) SAP
4 1 (3.23%) Casewise
4 1 (3.23%) Citrix
4 1 (3.23%) Informatica
4 1 (3.23%) VMware