Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
North West > Cheshire
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 151 143 117
Rank change year-on-year -8 -26 -11
Permanent jobs citing UML 11 26 23
As % of all permanent IT jobs advertised in Cheshire 0.39% 0.93% 1.08%
As % of the Processes & Methodologies category 0.42% 1.03% 1.23%
Number of salaries quoted 8 12 20
Cheshire median annual salary £60,000 £60,000 £37,500
Median salary % change year-on-year - +60.00% -12.28%
10th Percentile £50,625 £42,375 £31,250
90th Percentile £70,250 £70,875 £46,750
North West median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2,605 2,515 1,875
As % of all permanent IT jobs advertised in Cheshire 93.37% 90.01% 88.44%
Number of salaries quoted 1,946 1,881 1,609
Cheshire median annual salary £45,000 £40,500 £37,500
Median salary % change year-on-year +11.11% +8.00% -6.25%
10th Percentile £26,250 £25,250 £22,500
90th Percentile £69,500 £61,250 £58,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

UML
Job Vacancy Trend in Cheshire

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

Job vacancy trend for UML in Cheshire

UML
Salary Trend in Cheshire

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

Salary trend for UML in Cheshire

UML
Salary Histogram in Cheshire

The salary distribution of IT jobs citing UML in Cheshire over the 6 months to 18 September 2018.

Salary histogram for UML in Cheshire

UML
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the Cheshire region over the 6 months to 18 September 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
Knutsford -1 3 - -
Warrington +3 1 £32,500 -23.53% 2
UML
North West

For the 6 months to 18 September 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 Cheshire region with a requirement for UML.

1 9 (81.82%) SQL
1 9 (81.82%) Analytical Skills
2 8 (72.73%) MS Visio
2 8 (72.73%) Banking
2 8 (72.73%) Investment Banking
2 8 (72.73%) Wealth Management
3 7 (63.64%) CSS
4 6 (54.55%) Java
4 6 (54.55%) Microsoft
4 6 (54.55%) Problem-Solving
5 5 (45.45%) CA Release Automation
5 5 (45.45%) Deployment Automation
5 5 (45.45%) Computer Science Degree
5 5 (45.45%) Single Sign-On
5 5 (45.45%) Java 8
5 5 (45.45%) Self-Motivation
5 5 (45.45%) scikit-learn
5 5 (45.45%) HBase
5 5 (45.45%) Cloudera
5 5 (45.45%) Kafka
5 5 (45.45%) Cyber Defence
5 5 (45.45%) SciPy
5 5 (45.45%) NumPy
5 5 (45.45%) Test Automation
5 5 (45.45%) Hadoop
5 5 (45.45%) Splunk
5 5 (45.45%) AngularJS
5 5 (45.45%) Gradle
5 5 (45.45%) Jenkins
5 5 (45.45%) Enterprise Software

UML
Co-occurring IT Skills in Cheshire 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 5 (45.45%) Elasticsearch
1 5 (45.45%) Tomcat
Applications
1 8 (72.73%) MS Visio
2 3 (27.27%) Microsoft Excel
3 1 (9.09%) Microsoft Office
Database & Business Intelligence
1 5 (45.45%) Hadoop
1 5 (45.45%) HBase
1 5 (45.45%) SQL Server
1 5 (45.45%) SQL Server Integration Services
2 3 (27.27%) Big Data
Development Applications
1 5 (45.45%) Ant
1 5 (45.45%) CA Release Automation
1 5 (45.45%) Gradle
1 5 (45.45%) IntelliJ
1 5 (45.45%) Jenkins
1 5 (45.45%) JIRA
1 5 (45.45%) JUnit
1 5 (45.45%) Maven
1 5 (45.45%) Selenium
1 5 (45.45%) Visual Studio
General
1 8 (72.73%) Banking
1 8 (72.73%) Investment Banking
2 3 (27.27%) Law
2 3 (27.27%) Marketing
Job Titles
1 5 (45.45%) Elasticsearch Engineer
1 5 (45.45%) Integration Engineer
1 5 (45.45%) Java Engineer
1 5 (45.45%) JavaScript Engineer
1 5 (45.45%) Python Engineer
2 4 (36.36%) Analyst
3 3 (27.27%) Business Analyst
3 3 (27.27%) Software Integration Engineer
4 2 (18.18%) Architect
4 2 (18.18%) Data Architect
4 2 (18.18%) Developer
4 2 (18.18%) Elasticsearch Developer
4 2 (18.18%) Integration Developer
4 2 (18.18%) Java Developer
4 2 (18.18%) JavaScript Developer
4 2 (18.18%) Lead Business Analyst
4 2 (18.18%) Python Developer
4 2 (18.18%) SQL Developer
4 2 (18.18%) SQL Server Developer
5 1 (9.09%) UML Architect
Libraries, Frameworks & Software Standards
1 7 (63.64%) CSS
2 5 (45.45%) AngularJS
2 5 (45.45%) Flask
2 5 (45.45%) HTML
2 5 (45.45%) Kafka
2 5 (45.45%) LDAP
2 5 (45.45%) NumPy
2 5 (45.45%) Pandas
2 5 (45.45%) SAML
2 5 (45.45%) scikit-learn
2 5 (45.45%) SciPy
2 5 (45.45%) Spring
Miscellaneous
1 9 (81.82%) Analytical Skills
2 5 (45.45%) Computer Science
2 5 (45.45%) Cyber Defence
2 5 (45.45%) Enterprise Software
2 5 (45.45%) Management Information System
2 5 (45.45%) Self-Motivation
3 3 (27.27%) Marketing Technology
4 1 (9.09%) Reference Data
4 1 (9.09%) Smart Meter
Processes & Methodologies
1 8 (72.73%) Wealth Management
2 6 (54.55%) Problem-Solving
3 5 (45.45%) Agile Software Development
3 5 (45.45%) Cybersecurity
3 5 (45.45%) Deployment Automation
3 5 (45.45%) ETL
3 5 (45.45%) Mathematics
3 5 (45.45%) TDD
3 5 (45.45%) Test Automation
4 4 (36.36%) Project Management
5 3 (27.27%) BPMN
5 3 (27.27%) Business Analysis
5 3 (27.27%) CRM
5 3 (27.27%) Data Analysis
5 3 (27.27%) Data Modelling
5 3 (27.27%) Risk Management
6 2 (18.18%) Data Architecture
6 2 (18.18%) Data Integration
6 2 (18.18%) Logical Data Model
6 2 (18.18%) TOGAF
Programming Languages
1 9 (81.82%) SQL
2 6 (54.55%) Java
3 5 (45.45%) Java 8
3 5 (45.45%) JavaScript
3 5 (45.45%) Python
4 1 (9.09%) C++
4 1 (9.09%) VB
Qualifications
1 5 (45.45%) Computer Science Degree
1 5 (45.45%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
System Software
1 5 (45.45%) Active Directory
Systems Management
1 5 (45.45%) Opscode Chef
1 5 (45.45%) Single Sign-On
Vendors
1 6 (54.55%) Microsoft
2 5 (45.45%) Cloudera
2 5 (45.45%) Splunk
3 3 (27.27%) Teradata
4 2 (18.18%) Casewise
5 1 (9.09%) Oracle
5 1 (9.09%) SAP