Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > North West
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 294 225 206
Rank change year-on-year -69 -19 -46
Permanent jobs citing UML 59 151 172
As % of all permanent IT jobs advertised in the North West 0.52% 1.15% 1.38%
As % of the Processes & Methodologies category 0.57% 1.25% 1.50%
Number of salaries quoted 45 132 152
North West median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £40,125 £36,250 £29,750
90th Percentile £71,750 £72,375 £63,750
England median annual salary £56,500 £55,000 £55,000
% change year-on-year +2.73% - +10.00%

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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 10,275 12,054 11,434
As % of all permanent IT jobs advertised in the North West 91.06% 91.62% 91.75%
Number of salaries quoted 8,248 9,598 9,526
North West median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £26,250 £26,250 £25,688
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

UML
Job Vacancy Trend in the North West

Job postings citing UML as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for UML 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 in the North West.

Salary trend for UML in the North West

UML
Salary Histogram in the North West

The salary distribution of IT jobs citing UML in the North West over the 6 months to 14 December 2018.

Salary histogram for UML 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 6 months to 14 December 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
Manchester -54 45 £50,000 - 9
Merseyside +4 5 £43,125 +56.82% 2
Cheshire 0 5 £67,500 +22.73% 3
Lancashire +6 4 £65,750 +31.50% 8
UML
England

For the 6 months to 14 December 2018, IT 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 permanent job ads across the North West region with a requirement for UML.

1 38 (64.41%) Use Case
2 35 (59.32%) Agile Software Development
3 34 (57.63%) Web Services
4 31 (52.54%) Scrum
5 30 (50.85%) SQL
6 29 (49.15%) OO
6 29 (49.15%) CSS
7 27 (45.76%) C#
7 27 (45.76%) HTML
7 27 (45.76%) .NET
7 27 (45.76%) Continuous Integration
8 26 (44.07%) T-SQL
9 25 (42.37%) C++
9 25 (42.37%) RUP
9 25 (42.37%) DSDM
9 25 (42.37%) XML
9 25 (42.37%) Finance
9 25 (42.37%) Software Engineering
10 24 (40.68%) NUnit
10 24 (40.68%) SOAP
10 24 (40.68%) ASP.NET
10 24 (40.68%) JavaScript
10 24 (40.68%) PL/SQL
10 24 (40.68%) RESTful
10 24 (40.68%) jQuery
10 24 (40.68%) WCF
11 23 (38.98%) WPF
11 23 (38.98%) WF
11 23 (38.98%) Silverlight
11 23 (38.98%) LINQ

UML
Co-occurring 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 2 (3.39%) IIS
2 1 (1.69%) CMS
2 1 (1.69%) Confluence
2 1 (1.69%) Oracle SOA Suite
2 1 (1.69%) SharePoint Server
2 1 (1.69%) WebSphere
Applications
1 4 (6.78%) MS Visio
2 3 (5.08%) Microsoft Excel
2 3 (5.08%) Microsoft Office
3 2 (3.39%) Microsoft PowerPoint
Cloud Services
1 9 (15.25%) Amazon AWS
1 9 (15.25%) Microsoft Azure
2 8 (13.56%) Google Cloud Platform
3 1 (1.69%) PaaS
Communications & Networking
1 1 (1.69%) Firewall
1 1 (1.69%) HTTP
1 1 (1.69%) Internet
1 1 (1.69%) Intranet
1 1 (1.69%) Reverse Proxy
1 1 (1.69%) SAN
Database & Business Intelligence
1 5 (8.47%) SQL Server
2 2 (3.39%) Data Warehouse
3 1 (1.69%) Big Data
3 1 (1.69%) BusinessObjects
3 1 (1.69%) Oracle Database
3 1 (1.69%) RDBMS
3 1 (1.69%) Relational Database
3 1 (1.69%) SQL Server 2012
3 1 (1.69%) SQL Server Analysis Services
3 1 (1.69%) SQL Server Integration Services
3 1 (1.69%) SQL Server Reporting Services
Development Applications
1 24 (40.68%) NUnit
2 23 (38.98%) MSTest
3 2 (3.39%) Axure RP
4 1 (1.69%) Balsamiq Mockups
4 1 (1.69%) Cucumber
4 1 (1.69%) JIRA
4 1 (1.69%) MSBuild
4 1 (1.69%) Rational Software Modeler
4 1 (1.69%) ReSharper
4 1 (1.69%) Team Foundation Server
4 1 (1.69%) Visual Studio
General
1 25 (42.37%) Finance
2 10 (16.95%) Retail
3 8 (13.56%) Local Government
3 8 (13.56%) Manufacturing
4 4 (6.78%) Banking
4 4 (6.78%) Law
5 2 (3.39%) Investment Banking
6 1 (1.69%) Advertising
6 1 (1.69%) Automotive
6 1 (1.69%) Front Office
6 1 (1.69%) Games
6 1 (1.69%) Marketing
6 1 (1.69%) Multimedia
Job Titles
1 18 (30.51%) Developer
2 15 (25.42%) Senior Developer
2 15 (25.42%) Senior Software Developer
2 15 (25.42%) Software Developer
3 14 (23.73%) .NET Developer
3 14 (23.73%) Architect
3 14 (23.73%) C# .NET Developer
3 14 (23.73%) C# Developer
4 13 (22.03%) .NET Software Developer
4 13 (22.03%) Agile Developer
4 13 (22.03%) C# WPF Developer
4 13 (22.03%) Senior .NET Developer
4 13 (22.03%) Senior .NET Software Developer
4 13 (22.03%) Senior Agile Developer
4 13 (22.03%) Senior C# .NET Developer
4 13 (22.03%) Senior C# Developer
4 13 (22.03%) Senior C# Software Developer
4 13 (22.03%) Senior SQL Developer
4 13 (22.03%) Senior WPF Developer
4 13 (22.03%) WPF Developer
Libraries, Frameworks & Software Standards
1 34 (57.63%) Web Services
2 29 (49.15%) CSS
3 27 (45.76%) .NET
3 27 (45.76%) HTML
4 25 (42.37%) XML
5 24 (40.68%) ASP.NET
5 24 (40.68%) jQuery
5 24 (40.68%) RESTful
5 24 (40.68%) SOAP
5 24 (40.68%) WCF
6 23 (38.98%) LINQ
6 23 (38.98%) Silverlight
6 23 (38.98%) WF
6 23 (38.98%) WPF
6 23 (38.98%) XSLT
7 14 (23.73%) ASP.NET MVC
7 14 (23.73%) WinForms
8 13 (22.03%) ASP.NET Web Forms
9 8 (13.56%) Middleware
10 2 (3.39%) Hibernate
Miscellaneous
1 10 (16.95%) Enterprise Software
2 8 (13.56%) Analytical Skills
2 8 (13.56%) Management Information System
3 2 (3.39%) User Experience
4 1 (1.69%) Clustering
4 1 (1.69%) Marketing Technology
4 1 (1.69%) Mobile App
4 1 (1.69%) PMI
4 1 (1.69%) Reference Data
4 1 (1.69%) Reinsurance
4 1 (1.69%) Self-Motivation
4 1 (1.69%) Smart Meter
4 1 (1.69%) Social Media
Operating Systems
1 1 (1.69%) Embedded Linux
1 1 (1.69%) Linux
Processes & Methodologies
1 38 (64.41%) Use Case
2 35 (59.32%) Agile Software Development
3 31 (52.54%) Scrum
4 29 (49.15%) OO
5 27 (45.76%) Continuous Integration
6 25 (42.37%) DSDM
6 25 (42.37%) RUP
6 25 (42.37%) Software Engineering
7 23 (38.98%) MVVM
8 21 (35.59%) DevOps
9 15 (25.42%) MVC
10 12 (20.34%) SOA
11 10 (16.95%) Service Delivery
12 9 (15.25%) Migration
12 9 (15.25%) Open Source
12 9 (15.25%) Stakeholder Management
13 8 (13.56%) Requirements Analysis
14 7 (11.86%) Business Analysis
15 6 (10.17%) Project Management
16 5 (8.47%) User Acceptance Testing
Programming Languages
1 30 (50.85%) SQL
2 27 (45.76%) C#
3 26 (44.07%) T-SQL
4 25 (42.37%) C++
5 24 (40.68%) JavaScript
5 24 (40.68%) PL/SQL
6 14 (23.73%) Java
7 2 (3.39%) C
8 1 (1.69%) PowerShell
8 1 (1.69%) VB
8 1 (1.69%) VB.NET
Qualifications
1 2 (3.39%) DBS Check
1 2 (3.39%) Degree
2 1 (1.69%) Computer Science Degree
2 1 (1.69%) ISEB
2 1 (1.69%) PMI Certification
Quality Assurance & Compliance
1 2 (3.39%) QA
2 1 (1.69%) Data Quality
Vendors
1 21 (35.59%) Microsoft
2 9 (15.25%) Google
3 8 (13.56%) Rackspace
3 8 (13.56%) VMware
4 2 (3.39%) Casewise
4 2 (3.39%) Oracle
5 1 (1.69%) Atlassian
5 1 (1.69%) SAP
5 1 (1.69%) Teradata
5 1 (1.69%) Yahoo!