Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for UML skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited UML over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Unified Modeling Language (UML)
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 72 85 89
Rank change year-on-year +13 +4 +15
Contract jobs citing UML 14 16 20
As % of all contract IT jobs advertised in Reading 1.11% 1.10% 1.04%
As % of the Processes & Methodologies category 1.34% 1.37% 1.34%
Number of daily rates quoted 13 12 21
Reading median daily rate £475 £440 £425
Median daily rate % change year-on-year +7.95% +3.53% -2.86%
10th Percentile £363 £368 £422
90th Percentile £625 £610 £550
Berkshire median daily rate £400 £450 £425
% change year-on-year -11.11% +5.88% -5.56%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £41.00 £38.50 £36.00
% change year-on-year +6.49% +6.94% -

UML is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1041 1164 1492
As % of all contract IT jobs advertised in Reading 82.36% 79.84% 77.55%
Number of daily rates quoted 617 608 926
Reading median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - -
10th Percentile £275 £227 £231
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 41 47 82
Reading median hourly rate £14.50 £22.50 £30.90
Median hourly rate % change year-on-year -35.56% -27.18% +81.02%
10th Percentile £10.75 £14.25 £15.03
90th Percentile £35.00 £55.00 £46.62
Berkshire median hourly rate £14.50 £17.75 £30.45
% change year-on-year -18.31% -41.71% +78.38%

UML
Job Vacancy Trend in Reading

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

Job vacancy trend for UML in Reading

UML
Contractor Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing UML in Reading.

Contractor daily rate trend for UML in Reading

UML
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing UML in Reading over the 6 months to 20 November 2017.

Contractor daily rate histogram for UML in Reading

UML
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing UML in Reading.

Contractor hourly rate trend for UML in Reading

For the 6 months to 20 November 2017, IT contractor jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Reading region with a requirement for UML.

1 8 (57.14%) Data Modelling
2 6 (42.86%) ETL
2 6 (42.86%) SQL
2 6 (42.86%) Risk Assessment
2 6 (42.86%) Information Security
2 6 (42.86%) Data Protection Act
2 6 (42.86%) Data Protection
2 6 (42.86%) Data Quality
2 6 (42.86%) Business Process Mapping
2 6 (42.86%) GDPR
3 5 (35.71%) Data Analysis
3 5 (35.71%) Business Analysis
4 4 (28.57%) Knowledge Management
4 4 (28.57%) Symantec
4 4 (28.57%) Management Information System
4 4 (28.57%) OpenStack
4 4 (28.57%) ArcSight
4 4 (28.57%) SIEM
4 4 (28.57%) ArchiMate
4 4 (28.57%) Security Architecture
4 4 (28.57%) CyberArk
4 4 (28.57%) Risk Analysis
4 4 (28.57%) TOGAF
4 4 (28.57%) Tripwire
4 4 (28.57%) Enterprise Architecture
4 4 (28.57%) Two-Factor Authentication
4 4 (28.57%) Multi-Factor Authentication
4 4 (28.57%) Analytical Skills
4 4 (28.57%) Data Structures
4 4 (28.57%) Private Cloud

UML
Co-occurring IT Skills in Reading 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 4 (28.57%) OpenStack
Communications & Networking
1 2 (14.29%) DOCSIS
1 2 (14.29%) SDH
Job Titles
1 6 (42.86%) Architect
2 5 (35.71%) Data Modeller
3 4 (28.57%) Security Architect
4 3 (21.43%) Analyst
4 3 (21.43%) Data Analyst
4 3 (21.43%) Information Security Architect
5 2 (14.29%) Designer
5 2 (14.29%) Developer
5 2 (14.29%) Solutions Architect
5 2 (14.29%) Solutions Designer
6 1 (7.14%) Analyst Developer
6 1 (7.14%) Data Protection Analyst
6 1 (7.14%) ETL Developer
6 1 (7.14%) Front End Developer (Client-Side Developer)
6 1 (7.14%) HTML Developer
6 1 (7.14%) JavaScript Developer
6 1 (7.14%) Migration Architect
6 1 (7.14%) SQL Analyst
6 1 (7.14%) SQL Developer
6 1 (7.14%) UI Developer
Libraries, Frameworks & Software Standards
1 1 (7.14%) Angular 2
1 1 (7.14%) AngularJS
1 1 (7.14%) CSS
1 1 (7.14%) CSS3
1 1 (7.14%) HTML
1 1 (7.14%) HTML5
Miscellaneous
1 6 (42.86%) Data Protection Act
2 4 (28.57%) Analytical Skills
2 4 (28.57%) Data Structures
2 4 (28.57%) Management Information System
2 4 (28.57%) Private Cloud
3 1 (7.14%) Greenfield Project
Processes & Methodologies
1 8 (57.14%) Data Modelling
2 6 (42.86%) Business Process Mapping
2 6 (42.86%) Data Protection
2 6 (42.86%) ETL
2 6 (42.86%) Information Security
2 6 (42.86%) Risk Assessment
3 5 (35.71%) Business Analysis
3 5 (35.71%) Data Analysis
4 4 (28.57%) ArchiMate
4 4 (28.57%) Enterprise Architecture
4 4 (28.57%) Knowledge Management
4 4 (28.57%) Multi-Factor Authentication
4 4 (28.57%) Risk Analysis
4 4 (28.57%) Security Architecture
4 4 (28.57%) SIEM
4 4 (28.57%) TOGAF
4 4 (28.57%) Two-Factor Authentication
5 3 (21.43%) Use Case
6 2 (14.29%) Enterprise Data Management
6 2 (14.29%) Performance Management
Programming Languages
1 6 (42.86%) SQL
2 1 (7.14%) JavaScript
2 1 (7.14%) TypeScript
Qualifications
1 2 (14.29%) BPSS Clearance
2 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 6 (42.86%) Data Quality
1 6 (42.86%) GDPR
2 2 (14.29%) Disclosure Scotland
2 2 (14.29%) QA
Vendors
1 4 (28.57%) ArcSight
1 4 (28.57%) CyberArk
1 4 (28.57%) Symantec
1 4 (28.57%) Tripwire