Period
to 12 June 2021

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 12 June 2021 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
12 Jun 2021
Same period 2020 Same period 2019
Rank 28 29 26
Rank change year-on-year +1 -3 -11
Contract jobs citing Analytical Skills 34 29 71
As % of all contract jobs advertised in Milton Keynes 7.04% 6.03% 6.38%
As % of the General category 12.83% 10.82% 10.97%
Number of daily rates quoted 21 21 45
10th Percentile £300 £300 £206
25th Percentile £410 £315 £313
Median daily rate (50th Percentile) £505 £375 £380
Median % change year-on-year +34.67% -1.32% +1.33%
75th Percentile £559 £468 £438
90th Percentile £574 £494 £520
Buckinghamshire median daily rate £500 £350 £363
% change year-on-year +42.86% -3.45% -3.33%
Number of hourly rates quoted 4 5 5
Median hourly rate £12.98 £14.49 £16.50
Median % change year-on-year -10.42% -12.18% +43.48%
Buckinghamshire median hourly rate £12.98 £14.49 £16.50
% change year-on-year -10.42% -12.18% -51.11%

Analytical Skills is in the General 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 common skills.

All General Skills
Milton Keynes
Contract vacancies with a requirement for common skills 265 268 647
As % of all contract IT jobs advertised in Milton Keynes 54.87% 55.72% 58.18%
Number of daily rates quoted 201 185 350
10th Percentile £350 £295 £212
25th Percentile £413 £350 £321
Median daily rate (50th Percentile) £475 £430 £425
Median % change year-on-year +10.36% +1.28% +6.25%
75th Percentile £538 £513 £494
90th Percentile £575 £638 £585
Buckinghamshire median daily rate £475 £425 £425
% change year-on-year +11.76% - +6.25%
Number of hourly rates quoted 12 34 48
10th Percentile £11.56 £11.10 £9.90
25th Percentile £12.98 £13.17 £11.17
Median hourly rate £19.50 £16.25 £16.50
Median % change year-on-year +20.00% -1.52% +37.50%
75th Percentile £39.50 £17.25 £29.81
90th Percentile " £40.70 £47.88
Buckinghamshire median hourly rate £19.50 £14.75 £18.00
% change year-on-year +32.25% -18.08% +33.33%

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 12 June 2021.

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 12 June 2021, 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 27 (79.41%) Social Skills
2 15 (44.12%) SQL
2 15 (44.12%) Degree
3 13 (38.24%) Computer Science
3 13 (38.24%) Problem-Solving
4 10 (29.41%) Data Modelling
4 10 (29.41%) Relational Database
5 9 (26.47%) Mathematics
5 9 (26.47%) Azure
5 9 (26.47%) Python
6 8 (23.53%) Data Mining
6 8 (23.53%) Statistics
6 8 (23.53%) AWS
6 8 (23.53%) Predictive Modelling
6 8 (23.53%) NumPy
6 8 (23.53%) R
6 8 (23.53%) Machine Learning
6 8 (23.53%) TensorFlow
6 8 (23.53%) Keras
6 8 (23.53%) Data Science
6 8 (23.53%) PyTorch
7 7 (20.59%) VMware
7 7 (20.59%) Finance
7 7 (20.59%) Agile Software Development
7 7 (20.59%) Microsoft
7 7 (20.59%) ITIL
7 7 (20.59%) Oracle
8 6 (17.65%) SQL Server
8 6 (17.65%) Windows
8 6 (17.65%) MySQL

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 (2.94%) Confluence
1 1 (2.94%) NetWeaver
1 1 (2.94%) SharePoint Server
Applications
1 1 (2.94%) Microsoft Excel
1 1 (2.94%) Microsoft PowerPoint
1 1 (2.94%) MS Visio
Business Applications
1 1 (2.94%) Oracle EBS
1 1 (2.94%) Payment Gateway
1 1 (2.94%) SAP IS-U
Cloud Services
1 9 (26.47%) Azure
2 8 (23.53%) AWS
3 5 (14.71%) GCP
4 2 (5.88%) Power Platform
5 1 (2.94%) Amazon CloudWatch
5 1 (2.94%) Amazon S3
5 1 (2.94%) Cloud Computing
5 1 (2.94%) IaaS
5 1 (2.94%) IBM Cloud
5 1 (2.94%) npm
5 1 (2.94%) PaaS
5 1 (2.94%) Serverless
Communications & Networking
1 6 (17.65%) Firewall
2 4 (11.76%) LAN
2 4 (11.76%) WAN
3 1 (2.94%) Cisco ISE
3 1 (2.94%) DHCP
3 1 (2.94%) DNS
3 1 (2.94%) TCP/IP
3 1 (2.94%) Wireless
Database & Business Intelligence
1 10 (29.41%) Relational Database
2 8 (23.53%) Data Mining
3 6 (17.65%) MySQL
3 6 (17.65%) SQL Server
4 2 (5.88%) NoSQL
4 2 (5.88%) Power BI
5 1 (2.94%) DB2
5 1 (2.94%) MongoDB
5 1 (2.94%) PostgreSQL
5 1 (2.94%) RDBMS
5 1 (2.94%) SAP BW
Development Applications
1 1 (2.94%) Git (software)
1 1 (2.94%) Grunt
1 1 (2.94%) Jenkins
1 1 (2.94%) JIRA
1 1 (2.94%) Maven
1 1 (2.94%) Mocha
1 1 (2.94%) webpack
1 1 (2.94%) Xcode
General
1 27 (79.41%) Social Skills
2 7 (20.59%) Finance
3 3 (8.82%) Banking
3 3 (8.82%) Public Sector
3 3 (8.82%) Retail
3 3 (8.82%) Telecoms
4 1 (2.94%) Back Office
4 1 (2.94%) Corporate Banking
4 1 (2.94%) French Language
4 1 (2.94%) German Language
4 1 (2.94%) Legal
4 1 (2.94%) Marketing
4 1 (2.94%) Retail Banking
Job Titles
1 12 (35.29%) Analyst
2 8 (23.53%) Business Analyst
2 8 (23.53%) Data Scientist
3 4 (11.76%) Senior Data Scientist
4 3 (8.82%) Architect
4 3 (8.82%) Senior Analyst
5 2 (5.88%) Applications Specialist
5 2 (5.88%) Data Migration Manager
5 2 (5.88%) Data Migration Project Manager
5 2 (5.88%) Developer
5 2 (5.88%) Migration Manager
5 2 (5.88%) Migration Project Manager
5 2 (5.88%) Project Manager
5 2 (5.88%) Senior Business Analyst
5 2 (5.88%) Solutions Architect
6 1 (2.94%) iOS Developer
6 1 (2.94%) Mobile Applications Developer
6 1 (2.94%) Senior SQL Developer
6 1 (2.94%) Senior Wintel Engineer
6 1 (2.94%) VMware Engineer
Libraries, Frameworks & Software Standards
1 8 (23.53%) Keras
1 8 (23.53%) NumPy
1 8 (23.53%) PyTorch
1 8 (23.53%) TensorFlow
2 4 (11.76%) scikit-learn
3 2 (5.88%) Spring
4 1 (2.94%) Backbone.js
4 1 (2.94%) CSS
4 1 (2.94%) Hibernate
4 1 (2.94%) HTML
4 1 (2.94%) J2EE
4 1 (2.94%) Java EE
4 1 (2.94%) Middleware
4 1 (2.94%) PhoneGap
4 1 (2.94%) React
4 1 (2.94%) React Native
4 1 (2.94%) Sass
4 1 (2.94%) SOAP
4 1 (2.94%) Spring Boot
4 1 (2.94%) Web Services
Miscellaneous
1 5 (14.71%) Algorithms
2 3 (8.82%) Self-Motivation
3 1 (2.94%) APACS
3 1 (2.94%) Cloud Native
3 1 (2.94%) Data Centre
3 1 (2.94%) Data Structures
3 1 (2.94%) Enterprise Software
3 1 (2.94%) LIMS
3 1 (2.94%) Management Information System
3 1 (2.94%) Mobile App
3 1 (2.94%) NHS
3 1 (2.94%) N-Tier
Operating Systems
1 6 (17.65%) Windows
2 4 (11.76%) Mac OS
3 1 (2.94%) Android
3 1 (2.94%) Apple iOS
Processes & Methodologies
1 13 (38.24%) Computer Science
1 13 (38.24%) Problem-Solving
2 10 (29.41%) Data Modelling
3 9 (26.47%) Mathematics
4 8 (23.53%) Data Science
4 8 (23.53%) Machine Learning
4 8 (23.53%) Predictive Modelling
4 8 (23.53%) Statistics
5 7 (20.59%) Agile Software Development
5 7 (20.59%) ITIL
6 6 (17.65%) Software Engineering
7 5 (14.71%) Analytical Thinking
7 5 (14.71%) Coaching
7 5 (14.71%) Data Transformation
7 5 (14.71%) Open Source
7 5 (14.71%) Operations Research
7 5 (14.71%) Stakeholder Management
7 5 (14.71%) Visualisation
8 4 (11.76%) Commercial Awareness
8 4 (11.76%) Customer Requirements
Programming Languages
1 15 (44.12%) SQL
2 9 (26.47%) Python
3 8 (23.53%) R
4 4 (11.76%) Java
5 2 (5.88%) C#
5 2 (5.88%) JavaScript
6 1 (2.94%) Apple Swift
6 1 (2.94%) C++
6 1 (2.94%) ES6
6 1 (2.94%) Kotlin
6 1 (2.94%) Objective-C
6 1 (2.94%) PHP
6 1 (2.94%) Ruby
Qualifications
1 15 (44.12%) Degree
2 3 (8.82%) Postgraduate
3 2 (5.88%) BPSS Clearance
3 2 (5.88%) Computer Science Degree
3 2 (5.88%) PhD
3 2 (5.88%) Security Cleared
4 1 (2.94%) CISM
4 1 (2.94%) DBS Check
4 1 (2.94%) ISEB
4 1 (2.94%) ISEB Practitioner
4 1 (2.94%) ISTQB
4 1 (2.94%) ISTQB Foundation Certification
4 1 (2.94%) Master's Degree
4 1 (2.94%) MCSE
4 1 (2.94%) Microsoft Certification
4 1 (2.94%) SC Cleared
4 1 (2.94%) Six Sigma Green Belt
4 1 (2.94%) VCP6
4 1 (2.94%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (5.88%) Disclosure Scotland
2 1 (2.94%) Data Quality
2 1 (2.94%) GDPR
2 1 (2.94%) GRC
2 1 (2.94%) ISO 20022
2 1 (2.94%) ISO 8583
System Software
1 5 (14.71%) Hyper-V
2 4 (11.76%) Active Directory
3 1 (2.94%) VMware Infrastructure
Systems Management
1 1 (2.94%) Cisco Prime
1 1 (2.94%) SCCM
1 1 (2.94%) SCOM
Vendors
1 7 (20.59%) Microsoft
1 7 (20.59%) Oracle
1 7 (20.59%) VMware
2 2 (5.88%) EMC
2 2 (5.88%) Remedy
2 2 (5.88%) SolarWinds
3 1 (2.94%) Actifio
3 1 (2.94%) Alibaba
3 1 (2.94%) Aruba
3 1 (2.94%) Cisco
3 1 (2.94%) Citrix
3 1 (2.94%) IBM
3 1 (2.94%) Intel
3 1 (2.94%) Ivanti
3 1 (2.94%) Meraki
3 1 (2.94%) Salesforce.com
3 1 (2.94%) SAP
3 1 (2.94%) Veeam
3 1 (2.94%) Xamarin