The following table provides summary statistics for permanent job vacancies advertised in Stockport with a requirement for UML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited UML over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Manchester > Stockport
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 49 26 43
Rank change year-on-year -23 +17  
Permanent jobs citing UML 2 6 1
As % of all permanent IT jobs advertised in Stockport 0.74% 3.90% 0.54%
As % of the Processes & Methodologies category 0.79% 4.11% 0.60%
Number of salaries quoted 2 6 1
Stockport median annual salary £41,750 £35,000 £36,000
Median salary % change year-on-year +19.28% -2.77%  
10th Percentile £37,925 £31,625 £33,000
90th Percentile £44,975 £37,500 £39,000
Manchester median annual salary £40,000 £53,250 £42,500
% change year-on-year -24.88% +25.29%  

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 Stockport with a requirement for process and methodology skills.

Process & Methodology Skills
Stockport
Permanent job vacancies with a requirement for process and methodology skills 253 146 167
As % of all permanent IT job vacancies advertised in Stockport 94.05% 94.81% 90.76%
Number of salaries quoted 924 604 704
Stockport median annual salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.28% -  
10th Percentile £28,750 £26,250 £25,000
90th Percentile £57,500 £48,750 £56,250
Manchester median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50%  

UML
Job Vacancy Trend in Stockport

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

Job vacancy trend for UML in Stockport

UML
Salary Trend in Stockport

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

Salary trend for UML in Stockport

For the 6 months to 29 June 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 Stockport region with a requirement for UML.

1 7 (100.00%) Agile Software Development
2 4 (57.14%) User Stories
3 3 (42.86%) C
3 3 (42.86%) C++
3 3 (42.86%) Linux
3 3 (42.86%) OO
3 3 (42.86%) Firmware
3 3 (42.86%) Software Delivery
3 3 (42.86%) Data Protection
3 3 (42.86%) Software Engineering
4 2 (28.57%) Embedded C
4 2 (28.57%) Embedded C++
5 1 (14.29%) ISEB
5 1 (14.29%) B2B
5 1 (14.29%) B2C
5 1 (14.29%) Finance
5 1 (14.29%) Automotive
5 1 (14.29%) Stakeholder Management
5 1 (14.29%) Games
5 1 (14.29%) Scrum
5 1 (14.29%) Use Case
5 1 (14.29%) Machine Learning
5 1 (14.29%) Analytical Skills
5 1 (14.29%) Business Analysis
5 1 (14.29%) Embedded Linux

UML
Co-occurring IT Skills in Stockport 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:

General
1 1 (14.29%) Automotive
1 1 (14.29%) Finance
1 1 (14.29%) Games
Job Titles
1 4 (57.14%) Analyst
2 3 (42.86%) Agile Business Analyst
2 3 (42.86%) Business Analyst
2 3 (42.86%) Embedded Engineer
2 3 (42.86%) Embedded Software Engineer
2 3 (42.86%) Software Engineer
3 2 (28.57%) C++ Software Engineer
3 2 (28.57%) Embedded C++ Engineer
3 2 (28.57%) Embedded C++ Software Engineer
3 2 (28.57%) Software Analyst
4 1 (14.29%) Business Systems Analyst
4 1 (14.29%) C Software Engineer
4 1 (14.29%) C/C++ Embedded Software Engineer
4 1 (14.29%) C/C++ Software Engineer
4 1 (14.29%) Embedded C Engineer
4 1 (14.29%) Embedded C Software Engineer
4 1 (14.29%) Embedded C/C++ Engineer
4 1 (14.29%) Embedded C/C++ Software Engineer
4 1 (14.29%) Systems Analyst
Miscellaneous
1 1 (14.29%) Analytical Skills
Operating Systems
1 3 (42.86%) Linux
2 1 (14.29%) Embedded Linux
Processes & Methodologies
1 7 (100.00%) Agile Software Development
2 4 (57.14%) User Stories
3 3 (42.86%) Data Protection
3 3 (42.86%) OO
3 3 (42.86%) Software Delivery
3 3 (42.86%) Software Engineering
4 1 (14.29%) B2B
4 1 (14.29%) B2C
4 1 (14.29%) Business Analysis
4 1 (14.29%) Machine Learning
4 1 (14.29%) Scrum
4 1 (14.29%) Stakeholder Management
4 1 (14.29%) Use Case
Programming Languages
1 3 (42.86%) C
1 3 (42.86%) C++
2 2 (28.57%) Embedded C
2 2 (28.57%) Embedded C++
Qualifications
1 1 (14.29%) ISEB
System Software
1 3 (42.86%) Firmware