Period
to 28 May 2020

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the contractor rates offered over the 6 months to 28 May 2020 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.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 382 554 522
Rank change year-on-year +172 -32 -29
Contract jobs citing Numerate Degree 27 52 116
As % of all contract jobs advertised in London 0.14% 0.13% 0.25%
As % of the Qualifications category 0.71% 0.81% 1.49%
Number of daily rates quoted 18 37 86
Median daily rate £550 £550 £525
Median daily rate % change year-on-year - +4.76% -6.67%
10th Percentile £345 £479 £350
90th Percentile £625 £723 £750
England median daily rate £500 £538 £506
% change year-on-year -6.98% +6.23% -8.00%
Number of hourly rates quoted 1 0 3
Median hourly rate £32.50 - £13.00
10th Percentile £31.25 - £12.50
90th Percentile £33.75 - £15.30
England median hourly rate £32.50 £32.47 £13.00
% change year-on-year +0.11% +149.73% -47.63%

Numerate Degree is in the Academic Qualifications and Professional Certifications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
London
Contract vacancies requiring academic qualifications or professional certifications 3,796 6,384 7,767
As % of all contract IT jobs advertised in London 19.60% 15.91% 17.05%
Number of daily rates quoted 2,390 4,091 4,996
Median daily rate £500 £513 £500
Median daily rate % change year-on-year -2.44% +2.50% +8.11%
10th Percentile £305 £310 £275
90th Percentile £663 £688 £675
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 80 121 218
Median hourly rate £35.00 £35.00 £21.25
Median hourly rate % change year-on-year - +64.71% -15.00%
10th Percentile £20.31 £15.06 £14.00
90th Percentile £51.80 £60.00 £47.83
Median hourly rate £35.00 £33.40 £25.00
% change year-on-year +4.79% +33.60% -16.67%

Numerate Degree
Job Vacancy Trend in London

Job postings citing Numerate Degree as a proportion of all IT jobs advertised in London.

Job vacancy trend for Numerate Degree in London

Numerate Degree
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Numerate Degree in London.

Daily rate trend for Numerate Degree in London

Numerate Degree
Daily Rate Histogram in London

Daily rate distribution for jobs citing Numerate Degree in London over the 6 months to 28 May 2020.

Daily rate histogram for Numerate Degree in London

Numerate Degree
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Numerate Degree in London.

Hourly rate trend for Numerate Degree in London

Numerate Degree
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Numerate Degree within the London region over the 6 months to 28 May 2020. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +94 3 £513 -6.82% 4
West London +53 2 £465 - 2
Numerate Degree
England

For the 6 months to 28 May 2020, IT contractor jobs citing Numerate Degree 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 London region with a requirement for Numerate Degree.

1 25 (92.59%) Degree
1 25 (92.59%) Mathematics
2 19 (70.37%) Computer Science
3 15 (55.56%) Problem-Solving
4 14 (51.85%) Python
5 12 (44.44%) Oracle
6 9 (33.33%) C#
6 9 (33.33%) SQL
6 9 (33.33%) .NET
6 9 (33.33%) Physics
6 9 (33.33%) .NET Framework
6 9 (33.33%) Oracle Database
6 9 (33.33%) Analytical Skills
7 8 (29.63%) Data Analysis
7 8 (29.63%) Statistics
7 8 (29.63%) Java
8 7 (25.93%) Front Office
8 7 (25.93%) Performance Monitoring
8 7 (25.93%) JIRA
8 7 (25.93%) Multithreading
8 7 (25.93%) Electronic Trading
9 6 (22.22%) Git (software)
9 6 (22.22%) QA
9 6 (22.22%) Banking
9 6 (22.22%) Computer Science Degree
10 5 (18.52%) Data Science
10 5 (18.52%) Self-Motivation
10 5 (18.52%) Angular 2
10 5 (18.52%) Master's Degree
10 5 (18.52%) Software Engineering

Numerate Degree
Co-occurring IT Skills in London 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 (14.81%) IIS
2 2 (7.41%) SAS
3 1 (3.70%) Apache Spark
3 1 (3.70%) Confluence
3 1 (3.70%) Jupyter
Applications
1 5 (18.52%) Microsoft Excel
2 1 (3.70%) Microsoft Office
Business Applications
1 2 (7.41%) Oracle AML
Cloud Services
1 1 (3.70%) GitHub
1 1 (3.70%) Power Platform
Database & Business Intelligence
1 9 (33.33%) Oracle Database
2 5 (18.52%) Oracle Database 12c
2 5 (18.52%) SQL Server
3 2 (7.41%) Data Mining
3 2 (7.41%) Hadoop
4 1 (3.70%) Big Data
4 1 (3.70%) Blockchain
4 1 (3.70%) Impala
4 1 (3.70%) MySQL
4 1 (3.70%) NoSQL
4 1 (3.70%) Power BI
4 1 (3.70%) Relational Database
Development Applications
1 7 (25.93%) JIRA
2 6 (22.22%) Git (software)
3 5 (18.52%) Octopus Deploy
3 5 (18.52%) TeamCity
4 1 (3.70%) Atlassian Bamboo
4 1 (3.70%) Cucumber
4 1 (3.70%) ERwin
4 1 (3.70%) Jenkins
4 1 (3.70%) Postman
4 1 (3.70%) Selenium
General
1 7 (25.93%) Front Office
2 6 (22.22%) Banking
3 4 (14.81%) Finance
4 2 (7.41%) Investment Banking
4 2 (7.41%) Retail
4 2 (7.41%) Retail Banking
5 1 (3.70%) Local Government
5 1 (3.70%) Marketing
5 1 (3.70%) Multimedia
5 1 (3.70%) Pharmaceutical
5 1 (3.70%) Public Sector
5 1 (3.70%) Social Science
Job Titles
1 9 (33.33%) C# Developer
1 9 (33.33%) Developer
2 7 (25.93%) Development Engineer
2 7 (25.93%) Electronics Engineer
2 7 (25.93%) Java Engineer
2 7 (25.93%) Monitoring Engineer
3 5 (18.52%) .NET Developer
3 5 (18.52%) Angular Developer
3 5 (18.52%) ASP.NET Developer
3 5 (18.52%) C# .NET Developer
3 5 (18.52%) C# ASP.NET Developer
3 5 (18.52%) Data Scientist
3 5 (18.52%) JavaScript Developer
3 5 (18.52%) React Developer
4 4 (14.81%) Analyst
5 1 (3.70%) Analyst Programmer
5 1 (3.70%) Programmer
5 1 (3.70%) Senior Business Analyst
5 1 (3.70%) Senior Data Analyst
5 1 (3.70%) Test Analyst
Libraries, Frameworks & Software Standards
1 9 (33.33%) .NET
1 9 (33.33%) .NET Framework
2 5 (18.52%) Angular 2
2 5 (18.52%) AngularJS
2 5 (18.52%) ASP.NET
2 5 (18.52%) ASP.NET Web API
2 5 (18.52%) CSS
2 5 (18.52%) Entity Framework
2 5 (18.52%) HTML
2 5 (18.52%) Kendo UI
2 5 (18.52%) React
2 5 (18.52%) Twitter Bootstrap
3 2 (7.41%) Natural Language Processing
4 1 (3.70%) FIX Protocol
4 1 (3.70%) MXNet
4 1 (3.70%) TensorFlow
Miscellaneous
1 9 (33.33%) Analytical Skills
2 5 (18.52%) Self-Motivation
3 4 (14.81%) Hedge funds
4 2 (7.41%) Management Information System
5 1 (3.70%) Algorithms
5 1 (3.70%) Greenfield Project
5 1 (3.70%) User Experience
Operating Systems
1 4 (14.81%) Windows
Processes & Methodologies
1 25 (92.59%) Mathematics
2 19 (70.37%) Computer Science
3 15 (55.56%) Problem-Solving
4 9 (33.33%) Physics
5 8 (29.63%) Data Analysis
5 8 (29.63%) Statistics
6 7 (25.93%) Electronic Trading
6 7 (25.93%) Multithreading
6 7 (25.93%) Performance Monitoring
7 5 (18.52%) Analytics
7 5 (18.52%) Data Science
7 5 (18.52%) Economics
7 5 (18.52%) Software Engineering
8 4 (14.81%) Asset Management
8 4 (14.81%) Disaster Recovery
8 4 (14.81%) Investment Management
8 4 (14.81%) OO
8 4 (14.81%) OOP
8 4 (14.81%) Project Management
9 3 (11.11%) Fund Management
Programming Languages
1 14 (51.85%) Python
2 9 (33.33%) C#
2 9 (33.33%) SQL
3 8 (29.63%) Java
4 5 (18.52%) JavaScript
4 5 (18.52%) T-SQL
4 5 (18.52%) TypeScript
4 5 (18.52%) VBA
5 4 (14.81%) PL/SQL
5 4 (14.81%) VB
5 4 (14.81%) VB.NET
6 3 (11.11%) R
Qualifications
1 25 (92.59%) Degree
2 6 (22.22%) Computer Science Degree
3 5 (18.52%) Master's Degree
4 1 (3.70%) ISEB
4 1 (3.70%) ISTQB
4 1 (3.70%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 6 (22.22%) QA
2 3 (11.11%) Data Quality
System Software
1 1 (3.70%) HDFS
Vendors
1 12 (44.44%) Oracle
2 1 (3.70%) Microsoft
2 1 (3.70%) Tableau
2 1 (3.70%) Teradata