Period
to 1 October 2020

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Milton Keynes. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 1 October 2020 with a comparison to the same period over 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.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
1 Oct 2020
Same period 2019 Same period 2018
Rank 23 31 20
Rank change year-on-year +8 -11 +20
Contract jobs citing Analytical Skills 21 61 115
As % of all contract jobs advertised in Milton Keynes 6.34% 6.11% 8.01%
As % of the Miscellaneous category 28.00% 21.18% 28.97%
Number of daily rates quoted 14 40 77
Median daily rate £413 £440 £375
Median daily rate % change year-on-year -6.25% +17.33% +0.67%
10th Percentile £300 £339 £230
90th Percentile £488 £541 £502
Buckinghamshire median daily rate £451 £440 £375
% change year-on-year +2.57% +17.33% +0.67%
Number of hourly rates quoted 0 4 9
Median hourly rate - £11.54 £14.50
Median hourly rate % change year-on-year - -20.37% -19.47%
Buckinghamshire median hourly rate - £12.50 £16.00
% change year-on-year - -21.88% -11.11%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Milton Keynes with a requirement for generic IT skills.

All Generic IT Skills
Milton Keynes
Contract vacancies with a requirement for generic IT skills 75 288 397
As % of all contract IT jobs advertised in Milton Keynes 22.66% 28.83% 27.65%
Number of daily rates quoted 48 164 223
Median daily rate £451 £438 £400
Median daily rate % change year-on-year +3.16% +9.38% -
10th Percentile £278 £254 £225
90th Percentile £579 £550 £550
Buckinghamshire median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 3 18 20
Median hourly rate £35.00 £14.00 £14.24
Median hourly rate % change year-on-year +150.00% -1.70% -13.68%
10th Percentile £17.00 £10.73 £10.50
90th Percentile £59.80 £36.05 £16.79
Median hourly rate £47.50 £16.50 £16.00
% change year-on-year +187.88% +3.13% -11.11%

Analytical Skills
Job Vacancy Trend in Milton Keynes

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Analytical Skills in Milton Keynes

Analytical Skills
Contractor Daily Rate Trend in Milton Keynes

3-month moving average daily rate quoted in jobs citing Analytical Skills in Milton Keynes.

Daily rate trend for Analytical Skills in Milton Keynes

Analytical Skills
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing Analytical Skills in Milton Keynes over the 6 months to 1 October 2020.

Daily rate histogram for Analytical Skills in Milton Keynes

Analytical Skills
Contractor Hourly Rate Trend in Milton Keynes

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Milton Keynes.

Hourly rate trend for Analytical Skills in Milton Keynes

For the 6 months to 1 October 2020, IT contractor jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Milton Keynes region with a requirement for Analytical Skills.

1 13 (61.90%) Problem-Solving
2 12 (57.14%) Agile Software Development
3 8 (38.10%) Software Engineering
4 7 (33.33%) AWS
5 6 (28.57%) Azure
5 6 (28.57%) Computer Science
5 6 (28.57%) Degree
5 6 (28.57%) Oracle
5 6 (28.57%) SQL Server
5 6 (28.57%) Data Modelling
5 6 (28.57%) Finance
6 5 (23.81%) Management Information System
6 5 (23.81%) SQL
6 5 (23.81%) Java
6 5 (23.81%) RESTful
6 5 (23.81%) Open Source
6 5 (23.81%) Technology Roadmap
6 5 (23.81%) Relational Database
7 4 (19.05%) Data Transformation
7 4 (19.05%) Software Testing
7 4 (19.05%) Unit Testing
7 4 (19.05%) JavaScript
7 4 (19.05%) C#
7 4 (19.05%) ERP
7 4 (19.05%) MVC
7 4 (19.05%) Scrum
8 3 (14.29%) Objective-C
8 3 (14.29%) Essbase
8 3 (14.29%) MySQL
8 3 (14.29%) E-business

Analytical Skills
Co-occurring IT Skills in Milton Keynes 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 1 (4.76%) ArcGIS
1 1 (4.76%) IIS
Applications
1 3 (14.29%) Microsoft Excel
1 3 (14.29%) Microsoft Office
Business Applications
1 3 (14.29%) Hyperion Planning
1 3 (14.29%) Oracle General Ledger
2 1 (4.76%) NetSuite
2 1 (4.76%) Oracle ERP
2 1 (4.76%) Oracle Financials
Cloud Services
1 7 (33.33%) AWS
2 6 (28.57%) Azure
3 3 (14.29%) Amazon CloudWatch
3 3 (14.29%) Amazon S3
3 3 (14.29%) Cloud Computing
3 3 (14.29%) npm
4 2 (9.52%) GCP
Database & Business Intelligence
1 6 (28.57%) SQL Server
2 5 (23.81%) Relational Database
3 3 (14.29%) Essbase
3 3 (14.29%) MongoDB
3 3 (14.29%) MySQL
3 3 (14.29%) NoSQL
3 3 (14.29%) Oracle BI EE
3 3 (14.29%) Oracle Reports
3 3 (14.29%) Oracle Smart View
4 2 (9.52%) Big Data
4 2 (9.52%) Data Mining
5 1 (4.76%) GIS
Development Applications
1 3 (14.29%) Git (software)
1 3 (14.29%) Grunt
1 3 (14.29%) Jenkins
1 3 (14.29%) Mocha
1 3 (14.29%) Oracle Forms
1 3 (14.29%) webpack
2 1 (4.76%) HP UFT
2 1 (4.76%) Selenium
General
1 6 (28.57%) Finance
2 3 (14.29%) General Ledger
3 2 (9.52%) Public Sector
4 1 (4.76%) Banking
4 1 (4.76%) Financial Institution
4 1 (4.76%) Legal
Job Titles
1 6 (28.57%) Developer
2 3 (14.29%) Administrator
2 3 (14.29%) Applications Developer
2 3 (14.29%) Architect
2 3 (14.29%) Hyperion Administrator
2 3 (14.29%) Mobile Applications Developer
2 3 (14.29%) Mobile Developer
2 3 (14.29%) Senior Applications Developer
2 3 (14.29%) Senior Developer
2 3 (14.29%) Senior Mobile Applications Developer
2 3 (14.29%) Senior Mobile Developer
3 2 (9.52%) Cisco Architect
3 2 (9.52%) Data Scientist
3 2 (9.52%) Java Developer
3 2 (9.52%) Oracle Consultant
3 2 (9.52%) Oracle Functional Consultant
3 2 (9.52%) Senior Architect
3 2 (9.52%) Senior Cisco Architect
3 2 (9.52%) Senior Technical Architect
3 2 (9.52%) Senior VMware Architect
Libraries, Frameworks & Software Standards
1 5 (23.81%) RESTful
2 3 (14.29%) Apache Cordova
2 3 (14.29%) Backbone.js
2 3 (14.29%) Chai
2 3 (14.29%) CSS
2 3 (14.29%) Express
2 3 (14.29%) HTML
2 3 (14.29%) jQuery
2 3 (14.29%) JSON
2 3 (14.29%) Mongoose
2 3 (14.29%) Node.js
2 3 (14.29%) PhoneGap
2 3 (14.29%) React
2 3 (14.29%) React Native
2 3 (14.29%) Redux
2 3 (14.29%) REST
2 3 (14.29%) Sass
2 3 (14.29%) SOAP
2 3 (14.29%) Twitter Bootstrap
2 3 (14.29%) Web Services
Miscellaneous
1 5 (23.81%) Management Information System
2 3 (14.29%) Mobile App
2 3 (14.29%) User Experience
3 2 (9.52%) Algorithms
3 2 (9.52%) Public Cloud
4 1 (4.76%) Analytical Mindset
4 1 (4.76%) Greenfield Project
4 1 (4.76%) Hedge funds
Operating Systems
1 3 (14.29%) Android
1 3 (14.29%) Apple iOS
1 3 (14.29%) Windows
Processes & Methodologies
1 13 (61.90%) Problem-Solving
2 12 (57.14%) Agile Software Development
3 8 (38.10%) Software Engineering
4 6 (28.57%) Computer Science
4 6 (28.57%) Data Modelling
5 5 (23.81%) Open Source
5 5 (23.81%) Technology Roadmap
6 4 (19.05%) Data Transformation
6 4 (19.05%) ERP
6 4 (19.05%) MVC
6 4 (19.05%) Scrum
6 4 (19.05%) Software Testing
6 4 (19.05%) Unit Testing
7 3 (14.29%) Asset Management
7 3 (14.29%) Business Intelligence
7 3 (14.29%) E-business
7 3 (14.29%) ITIL
7 3 (14.29%) Mathematics
7 3 (14.29%) Service Management
7 3 (14.29%) Test Automation
Programming Languages
1 5 (23.81%) Java
1 5 (23.81%) SQL
2 4 (19.05%) C#
2 4 (19.05%) JavaScript
3 3 (14.29%) Apple Swift
3 3 (14.29%) ES6
3 3 (14.29%) Kotlin
3 3 (14.29%) Objective-C
3 3 (14.29%) Python
4 2 (9.52%) Java 8
4 2 (9.52%) R
Qualifications
1 6 (28.57%) Degree
2 3 (14.29%) ACCA
2 3 (14.29%) CIMA
2 3 (14.29%) ISTQB
2 3 (14.29%) ISTQB Foundation Certification
2 3 (14.29%) SC Cleared
2 3 (14.29%) Security Cleared
3 1 (4.76%) Postgraduate
Quality Assurance & Compliance
1 1 (4.76%) GDPR
1 1 (4.76%) SLA
System Software
1 2 (9.52%) VMware Infrastructure
Vendors
1 6 (28.57%) Oracle
2 3 (14.29%) Hyperion
2 3 (14.29%) OutSystems
2 3 (14.29%) Xamarin
3 2 (9.52%) Cisco
3 2 (9.52%) VMware
4 1 (4.76%) Capita
4 1 (4.76%) ESRI
4 1 (4.76%) IBM
4 1 (4.76%) Microsoft
4 1 (4.76%) Salesforce.com
4 1 (4.76%) Sitecore