The table below looks at the statistics for UML skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited UML over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Unified Modeling Language (UML)
Rank 172 133 155
Rank change year-on-year
-39 +22
Permanent jobs citing UML 92 120 121
As % of all permanent IT jobs located in the North West 1.47% 1.99% 1.63%
As % of the Processes & Methodologies category 1.67% 2.28% 1.88%
Number of salaries quoted 86 112 99
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £27,500 £38,800 £32,500
10% offered a salary of more than £60,000 £60,000 £53,000
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%
UML
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5517 5266 6422
As % of all permanent IT jobs located in the North West 88.15% 87.53% 86.67%
Number of salaries quoted 4628 4309 5506
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,091 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

UML
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing UML as a proportion of all IT jobs with a match in the Processes & Methodologies category.

UML Jobs Demand Trend in the North West

UML
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML across the North West region.

UML Salary Trend in the North West

UML
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing UML across the North West region over the 3 months to 10 December 2016.

UML Salary Histogram in the North West

UML
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the North West region over the 3 months to 10 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -9 66 £52,500 +5.00% 5
Merseyside -3 14 £27,500 -26.66%
Cheshire -23 8 £39,500 -3.65% 1
Lancashire -10 1 - - 2
UML
England

UML
Top 30 Related IT Skills in the North West

For the 6 months to 10 December 2016, 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 North West region with a requirement for UML.

1 108 (62.43%) Agile Software Development
2 88 (50.87%) SQL
3 78 (45.09%) C#
4 77 (44.51%) .NET
5 76 (43.93%) OO
6 75 (43.35%) Scrum
7 74 (42.77%) XML
8 72 (41.62%) Web Services
9 65 (37.57%) JavaScript
10 62 (35.84%) ASP.NET
10 62 (35.84%) Use Case
11 61 (35.26%) SQL Server
12 57 (32.95%) Java
13 56 (32.37%) HTML
14 54 (31.21%) RESTful
15 53 (30.64%) CSS
16 48 (27.75%) Microsoft
17 46 (26.59%) WCF
18 45 (26.01%) RUP
18 45 (26.01%) Finance
19 44 (25.43%) Continuous Integration
20 42 (24.28%) Software Engineering
21 41 (23.70%) LINQ
21 41 (23.70%) DSDM
22 38 (21.97%) SOAP
23 35 (20.23%) TDD
23 35 (20.23%) NUnit
24 33 (19.08%) Windows
25 32 (18.50%) WPF
26 30 (17.34%) Business Analysis

UML
Top Related IT Skills in the North West 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 15 (8.67%) WebLogic
2 13 (7.51%) JBoss
2 13 (7.51%) Tomcat
3 11 (6.36%) WebSphere
4 10 (5.78%) Jetty
5 8 (4.62%) Oracle SOA Suite
6 6 (3.47%) Apache Solr
6 6 (3.47%) Apache Spark
6 6 (3.47%) Confluence
6 6 (3.47%) Elasticsearch
6 6 (3.47%) OpenStack
7 3 (1.73%) GlassFish
7 3 (1.73%) IIS
8 1 (0.58%) Apache
8 1 (0.58%) nginx
Applications
1 11 (6.36%) MS Office
2 10 (5.78%) MS Visio
3 4 (2.31%) MS Excel
4 1 (0.58%) MS PowerPoint
Business Applications
1 10 (5.78%) Payment Gateway
2 2 (1.16%) Dynamics NAV
3 1 (0.58%) Dynamics AX
Cloud Services
1 22 (12.72%) Microsoft Azure
2 15 (8.67%) Amazon AWS
3 2 (1.16%) Google Cloud Platform
4 1 (0.58%) Cloud Computing
Communications & Networking
1 21 (12.14%) HTTP
2 3 (1.73%) Ethernet
2 3 (1.73%) Modbus
2 3 (1.73%) RS-485
2 3 (1.73%) Wireless
2 3 (1.73%) ZigBee
3 1 (0.58%) DNS
3 1 (0.58%) Internet
3 1 (0.58%) SSL
Database & Business Intelligence
1 61 (35.26%) SQL Server
2 29 (16.76%) MySQL
3 23 (13.29%) Relational Database
4 20 (11.56%) RDBMS
5 12 (6.94%) Big Data
5 12 (6.94%) Hadoop
6 11 (6.36%) SQL Server Reporting Services
7 10 (5.78%) Couchbase
7 10 (5.78%) MongoDB
7 10 (5.78%) NoSQL
7 10 (5.78%) Redis
7 10 (5.78%) Riak
8 6 (3.47%) Apache Cassandra
8 6 (3.47%) PostgreSQL
9 4 (2.31%) DB2
9 4 (2.31%) SQL Server 2000
9 4 (2.31%) SQL Server 2005
9 4 (2.31%) SQL Server 2008
10 3 (1.73%) Oracle Database
11 2 (1.16%) Enterprise Data Warehouse
Development Applications
1 35 (20.23%) NUnit
2 25 (14.45%) MSTest
3 17 (9.83%) JIRA
4 15 (8.67%) Visual Studio
5 12 (6.94%) Git (software)
6 6 (3.47%) Balsamiq Mockups
7 3 (1.73%) Moq
7 3 (1.73%) Subversion
7 3 (1.73%) Team Foundation Server
8 2 (1.16%) Jenkins
8 2 (1.16%) Selenium
General
1 45 (26.01%) Finance
2 18 (10.40%) Marketing
3 13 (7.51%) Banking
4 8 (4.62%) Retail
5 3 (1.73%) Electronics
6 2 (1.16%) Advertising
6 2 (1.16%) Local Government
6 2 (1.16%) Manufacturing
Job Titles
1 60 (34.68%) Developer
2 49 (28.32%) Analyst
3 37 (21.39%) C# Developer
4 36 (20.81%) Software Engineer
5 29 (16.76%) Business Analyst
6 26 (15.03%) .NET Developer
6 26 (15.03%) C# Software Engineer
7 25 (14.45%) .NET Software Engineer
8 24 (13.87%) C# .NET Developer
9 22 (12.72%) Systems Analyst
10 18 (10.40%) ASP.NET Developer
10 18 (10.40%) C# ASP.NET Developer
10 18 (10.40%) Senior Developer
11 17 (9.83%) Agile Developer
12 16 (9.25%) Architect
12 16 (9.25%) Software Developer
13 15 (8.67%) Report Analyst
14 13 (7.51%) Agile C# Developer
14 13 (7.51%) Business Systems Analyst
15 10 (5.78%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 77 (44.51%) .NET
2 74 (42.77%) XML
3 72 (41.62%) Web Services
4 62 (35.84%) ASP.NET
5 56 (32.37%) HTML
6 54 (31.21%) RESTful
7 53 (30.64%) CSS
8 46 (26.59%) WCF
9 41 (23.70%) LINQ
10 38 (21.97%) SOAP
11 32 (18.50%) WPF
12 28 (16.18%) jQuery
13 25 (14.45%) Silverlight
13 25 (14.45%) WF
13 25 (14.45%) XSLT
14 17 (9.83%) ASP.NET MVC
15 16 (9.25%) .NET Framework
15 16 (9.25%) REST
16 15 (8.67%) Entity Framework
17 9 (5.20%) AngularJS
Miscellaneous
1 24 (13.87%) Enterprise Software
2 20 (11.56%) N-Tier
3 15 (8.67%) Management Information System
3 15 (8.67%) Mobile App
4 10 (5.78%) iPad
5 9 (5.20%) Video Conferencing
6 7 (4.05%) Analytical Skills
7 6 (3.47%) Visualisation
8 5 (2.89%) User Experience
9 3 (1.73%) Home Automation
10 2 (1.16%) Computer Science
10 2 (1.16%) Contactless
10 2 (1.16%) Driving Licence
10 2 (1.16%) iSeries
10 2 (1.16%) Mathematics
10 2 (1.16%) NHS
10 2 (1.16%) Taxonomies
11 1 (0.58%) Blackberry
Operating Systems
1 33 (19.08%) Windows
2 18 (10.40%) Windows Server
3 12 (6.94%) Android
4 11 (6.36%) Apple iOS
5 5 (2.89%) Windows Phone
6 1 (0.58%) Linux
6 1 (0.58%) Windows Mobile
Processes & Methodologies
1 108 (62.43%) Agile Software Development
2 76 (43.93%) OO
3 75 (43.35%) Scrum
4 62 (35.84%) Use Case
5 45 (26.01%) RUP
6 44 (25.43%) Continuous Integration
7 42 (24.28%) Software Engineering
8 41 (23.70%) DSDM
9 35 (20.23%) TDD
10 30 (17.34%) Business Analysis
11 27 (15.61%) OOP
12 25 (14.45%) MVVM
12 25 (14.45%) Service Delivery
12 25 (14.45%) Stakeholder Management
13 21 (12.14%) SOA
14 20 (11.56%) BPMN
14 20 (11.56%) Non-Functional Testing
15 18 (10.40%) Load Balancing
15 18 (10.40%) Software Delivery
15 18 (10.40%) Stress Testing
Programming Languages
1 88 (50.87%) SQL
2 78 (45.09%) C#
3 65 (37.57%) JavaScript
4 57 (32.95%) Java
5 30 (17.34%) T-SQL
6 28 (16.18%) C++
7 25 (14.45%) PL/SQL
8 7 (4.05%) Perl
8 7 (4.05%) VBA
9 6 (3.47%) Bash Shell
9 6 (3.47%) Go
9 6 (3.47%) Python
10 5 (2.89%) PHP
11 4 (2.31%) Apple Swift
11 4 (2.31%) C
11 4 (2.31%) Objective-C
12 3 (1.73%) Embedded C
12 3 (1.73%) Embedded C++
13 2 (1.16%) VB
14 1 (0.58%) Shell Script
Qualifications
1 21 (12.14%) Degree
2 20 (11.56%) ISEB
Quality Assurance & Compliance
1 18 (10.40%) WAI
2 5 (2.89%) COBIT
2 5 (2.89%) QA
3 2 (1.16%) Data Quality
3 2 (1.16%) PCI DSS
3 2 (1.16%) SEPA
3 2 (1.16%) WCAG
4 1 (0.58%) ISO/IEC 27001
System Software
1 2 (1.16%) Docker
Systems Management
1 6 (3.47%) Ansible
1 6 (3.47%) Kibana
1 6 (3.47%) logstash
1 6 (3.47%) Opscode Chef
1 6 (3.47%) Puppet
1 6 (3.47%) Salt
Vendors
1 48 (27.75%) Microsoft
2 16 (9.25%) Oracle
3 12 (6.94%) Cognizant
3 12 (6.94%) IBM
4 3 (1.73%) EMC
4 3 (1.73%) hybris
5 2 (1.16%) Google
5 2 (1.16%) JD Edwards
5 2 (1.16%) Rackspace
5 2 (1.16%) Teradata
5 2 (1.16%) VMware
6 1 (0.58%) CA
6 1 (0.58%) Symbian
6 1 (0.58%) TOWER Software
6 1 (0.58%) Wonderware
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Salary: £35000 - £45000 per annum + FlexiTime, Pension, Health
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