Period
to 24 June 2019

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 24 June 2019 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > North West
6 months to
24 Jun 2019
Same period 2018 Same period 2017
Rank 235 229 245
Rank change year-on-year -6 +16 -98
Permanent jobs citing UML 100 138 121
As % of all permanent IT jobs advertised in the North West 0.97% 1.11% 0.94%
As % of the Processes & Methodologies category 1.04% 1.21% 1.02%
Number of salaries quoted 79 107 101
North West median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +17.65%
10th Percentile £43,250 £35,000 £33,750
90th Percentile £78,197 £70,000 £70,000
England median annual salary £52,500 £52,500 £52,500

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 9,631 11,442 11,876
As % of all permanent IT jobs advertised in the North West 93.48% 92.14% 92.00%
Number of salaries quoted 7,093 9,228 9,728
North West median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -
10th Percentile £27,237 £26,250 £26,000
90th Percentile £70,000 £66,250 £63,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

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 24 June 2019.

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 24 June 2019. 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 +3 83 £55,000 +4.76% 2
Cheshire +36 7 £50,000 -16.67%
Lancashire -11 7 - -
Merseyside -15 3 £45,500 +7.06%
UML
England

For the 6 months to 24 June 2019, 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 58 (58.00%) Use Case
2 40 (40.00%) Finance
3 37 (37.00%) Web Services
4 36 (36.00%) SOA
5 34 (34.00%) Agile Software Development
6 33 (33.00%) C++
7 32 (32.00%) DevOps
8 31 (31.00%) SQL
8 31 (31.00%) Stakeholder Management
9 29 (29.00%) OO
10 28 (28.00%) .NET
10 28 (28.00%) C#
10 28 (28.00%) Data Modelling
10 28 (28.00%) Amazon AWS
11 26 (26.00%) Software Engineering
12 25 (25.00%) Scrum
13 24 (24.00%) Microsoft Azure
14 23 (23.00%) Java
14 23 (23.00%) Retail
15 22 (22.00%) Requirements Analysis
15 22 (22.00%) CSS
15 22 (22.00%) XML
15 22 (22.00%) RESTful
16 21 (21.00%) CRM
17 20 (20.00%) DSDM
17 20 (20.00%) ASP.NET
17 20 (20.00%) XSLT
17 20 (20.00%) RUP
17 20 (20.00%) SOAP
17 20 (20.00%) JavaScript

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 7 (7.00%) Oracle SOA Suite
2 5 (5.00%) Confluence
3 3 (3.00%) Tomcat
4 2 (2.00%) SharePoint
Applications
1 8 (8.00%) MS Visio
2 7 (7.00%) Microsoft Excel
2 7 (7.00%) Microsoft PowerPoint
3 4 (4.00%) Spreadsheet
4 1 (1.00%) Microsoft Office
Business Applications
1 7 (7.00%) Payment Gateway
Cloud Services
1 28 (28.00%) Amazon AWS
2 24 (24.00%) Microsoft Azure
3 18 (18.00%) Google Cloud Platform
4 4 (4.00%) IaaS
5 2 (2.00%) AWS Lambda
5 2 (2.00%) Serverless
Communications & Networking
1 18 (18.00%) Broadband
2 8 (8.00%) Ethernet
2 8 (8.00%) LLU
Database & Business Intelligence
1 4 (4.00%) PostgreSQL
2 3 (3.00%) Big Data
2 3 (3.00%) DB2
3 1 (1.00%) NoSQL
Development Applications
1 20 (20.00%) MSTest
1 20 (20.00%) NUnit
2 6 (6.00%) JIRA
3 5 (5.00%) Visual Studio
4 4 (4.00%) C++Builder
5 3 (3.00%) JUnit
6 1 (1.00%) Git (software)
6 1 (1.00%) Jenkins
General
1 40 (40.00%) Finance
2 23 (23.00%) Retail
3 19 (19.00%) Billing
4 18 (18.00%) Telecoms
5 17 (17.00%) Manufacturing
6 14 (14.00%) Local Government
7 3 (3.00%) Banking
8 1 (1.00%) Automotive
Job Titles
1 34 (34.00%) Architect
2 24 (24.00%) Analyst
3 18 (18.00%) AWS Architect
3 18 (18.00%) AWS Consultant
3 18 (18.00%) Cloud Architect
3 18 (18.00%) Cloud Consultant
3 18 (18.00%) Consultant
4 16 (16.00%) Developer
5 15 (15.00%) Business Analyst
6 14 (14.00%) Web Architect
6 14 (14.00%) Web Consultant
7 13 (13.00%) Software Engineer
8 12 (12.00%) Software Developer
9 11 (11.00%) Senior Developer
10 10 (10.00%) .NET Developer
10 10 (10.00%) C# Developer
10 10 (10.00%) C# Software Engineer
10 10 (10.00%) Senior C# Developer
10 10 (10.00%) Senior Software Developer
10 10 (10.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 37 (37.00%) Web Services
2 28 (28.00%) .NET
3 22 (22.00%) CSS
3 22 (22.00%) RESTful
3 22 (22.00%) XML
4 20 (20.00%) ASP.NET
4 20 (20.00%) HTML
4 20 (20.00%) jQuery
4 20 (20.00%) LINQ
4 20 (20.00%) Silverlight
4 20 (20.00%) SOAP
4 20 (20.00%) WCF
4 20 (20.00%) WF
4 20 (20.00%) WPF
4 20 (20.00%) XSLT
5 19 (19.00%) Middleware
6 10 (10.00%) ASP.NET MVC
6 10 (10.00%) ASP.NET Web Forms
6 10 (10.00%) WinForms
7 4 (4.00%) .NET Framework
Miscellaneous
1 18 (18.00%) Enterprise Software
1 18 (18.00%) Management Information System
2 14 (14.00%) Analytical Skills
3 3 (3.00%) Greenfield Project
4 2 (2.00%) Algorithms
4 2 (2.00%) Driving Licence
4 2 (2.00%) Smart Meter
5 1 (1.00%) Client/Server
5 1 (1.00%) Data Centre
5 1 (1.00%) Self-Motivation
Operating Systems
1 4 (4.00%) Windows
Processes & Methodologies
1 58 (58.00%) Use Case
2 36 (36.00%) SOA
3 34 (34.00%) Agile Software Development
4 32 (32.00%) DevOps
5 31 (31.00%) Stakeholder Management
6 29 (29.00%) OO
7 28 (28.00%) Data Modelling
8 26 (26.00%) Software Engineering
9 25 (25.00%) Scrum
10 22 (22.00%) Requirements Analysis
11 21 (21.00%) CRM
12 20 (20.00%) Continuous Integration
12 20 (20.00%) DSDM
12 20 (20.00%) MVVM
12 20 (20.00%) RUP
13 18 (18.00%) Migration
13 18 (18.00%) Open Source
14 17 (17.00%) TOGAF
15 14 (14.00%) Customer-Centricity
16 12 (12.00%) Mentoring
Programming Languages
1 33 (33.00%) C++
2 31 (31.00%) SQL
3 28 (28.00%) C#
4 23 (23.00%) Java
5 20 (20.00%) JavaScript
5 20 (20.00%) PL/SQL
5 20 (20.00%) T-SQL
6 7 (7.00%) Go
Qualifications
1 16 (16.00%) Degree
2 7 (7.00%) ISEB
3 5 (5.00%) (ISC)2 CCSP
3 5 (5.00%) CESG Certified Professional
3 5 (5.00%) CISA
3 5 (5.00%) Cisco Certification
3 5 (5.00%) CISM
3 5 (5.00%) CISSP
3 5 (5.00%) CREST Certified
4 1 (1.00%) Computer Science Degree
Quality Assurance & Compliance
1 15 (15.00%) QA
2 5 (5.00%) COBIT
2 5 (5.00%) ISO/IEC 27001
2 5 (5.00%) NCSC
2 5 (5.00%) NIST
2 5 (5.00%) Sarbanes-Oxley
3 1 (1.00%) ISO 9001
System Software
1 4 (4.00%) Docker
Vendors
1 18 (18.00%) Google
1 18 (18.00%) Microsoft
1 18 (18.00%) Rackspace
1 18 (18.00%) VMware
2 8 (8.00%) Oracle
3 4 (4.00%) Atlassian
3 4 (4.00%) Embarcadero
3 4 (4.00%) Pega
3 4 (4.00%) TIBCO
4 3 (3.00%) JNBridge
5 2 (2.00%) Casewise
6 1 (1.00%) CA