Period
to 12 November 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for RStudio skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited RStudio over the 6 months to 12 November 2019 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.

RStudio
UK > England
6 months to
12 Nov 2019
Same period 2018 Same period 2017
Rank 693 816 848
Rank change year-on-year +123 +32 +30
Contract jobs citing RStudio 82 31 27
As % of all contract IT jobs advertised in England 0.11% 0.033% 0.029%
As % of the Development Applications category 0.62% 0.16% 0.16%
Number of daily rates quoted 12 19 22
England median daily rate £450 £550 £525
Median daily rate % change year-on-year -18.18% +4.76% +2.44%
10th Percentile £413 £460 £489
90th Percentile £586 £625 £650
UK median daily rate £450 £550 £525
% change year-on-year -18.18% +4.76% +2.44%
Number of hourly rates quoted 1 0 0
England median hourly rate £16.25 - -
UK median hourly rate £16.25 £24.50 -
% change year-on-year -33.67% - -

RStudio is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 13,324 19,956 17,369
As % of all contract IT jobs advertised in England 17.39% 21.23% 18.65%
Number of daily rates quoted 8,888 13,813 12,134
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £330 £325 £313
90th Percentile £644 £625 £601
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 183 208 272
England median hourly rate £43.50 £42.50 £42.50
Median hourly rate % change year-on-year +2.35% - +3.66%
10th Percentile £18.50 £25.41 £29.00
90th Percentile £69.00 £55.30 £58.44
UK median hourly rate £43.50 £42.50 £42.50
% change year-on-year +2.35% - +3.66%

RStudio
Job Vacancy Trend in England

Job postings citing RStudio as a percentage of all IT jobs advertised in England.

Job vacancy trend for RStudio in England

RStudio
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for RStudio in England

RStudio
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing RStudio in England over the 6 months to 12 November 2019.

Contractor daily rate histogram for RStudio in England

RStudio
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing RStudio within the England region over the 6 months to 12 November 2019. 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
London +125 81 £450 -16.28% 7
North of England +32 1 - -
Yorkshire - 1 - -
RStudio
UK

For the 6 months to 12 November 2019, IT contractor jobs citing RStudio 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 England region with a requirement for RStudio.

1 80 (97.56%) Python
2 78 (95.12%) Agile Software Development
3 75 (91.46%) AWS
4 67 (81.71%) Finance
5 65 (79.27%) Fixed Income
5 65 (79.27%) Asset Management
5 65 (79.27%) Software Engineering
5 65 (79.27%) Web Services
5 65 (79.27%) Front Office
5 65 (79.27%) R
6 56 (68.29%) Java
7 38 (46.34%) Microservices
7 38 (46.34%) Analytics
8 37 (45.12%) Foreign Exchange (FX)
8 37 (45.12%) JavaScript
8 37 (45.12%) J2EE
8 37 (45.12%) Equities
8 37 (45.12%) Derivative
8 37 (45.12%) Quantitative Analysis
9 35 (42.68%) AWS Lambda
9 35 (42.68%) Serverless
10 30 (36.59%) Terraform
10 30 (36.59%) Kubernetes
10 30 (36.59%) Docker
10 30 (36.59%) DevOps
11 28 (34.15%) OpenShift
11 28 (34.15%) Amazon Redshift
11 28 (34.15%) AWS CloudFormation
11 28 (34.15%) Artifactory
11 28 (34.15%) Amazon RDS

RStudio
Co-occurring IT Skills in England 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 8 (9.76%) R Markdown
2 6 (7.32%) ArcGIS
3 1 (1.22%) Apache
3 1 (1.22%) Apache Spark
3 1 (1.22%) Jupyter
3 1 (1.22%) SAS
Applications
1 3 (3.66%) Microsoft Excel
2 1 (1.22%) Microsoft Office
Business Applications
1 1 (1.22%) Oracle Payables
Cloud Services
1 75 (91.46%) AWS
2 35 (42.68%) AWS Lambda
2 35 (42.68%) Serverless
3 28 (34.15%) Amazon EC2
3 28 (34.15%) Amazon ECS
3 28 (34.15%) Amazon S3
3 28 (34.15%) Amazon SQS
3 28 (34.15%) AWS CloudFormation
3 28 (34.15%) OpenShift
4 10 (12.20%) Power Platform
5 8 (9.76%) Azure
6 7 (8.54%) GitHub
7 6 (7.32%) Trello
8 3 (3.66%) Amazon EMR
9 2 (2.44%) Cloud Computing
Database & Business Intelligence
1 28 (34.15%) Amazon RDS
1 28 (34.15%) Amazon Redshift
2 11 (13.41%) Amazon Athena
3 10 (12.20%) Power BI
4 8 (9.76%) NoSQL
5 7 (8.54%) Oracle Database
5 7 (8.54%) Spatial Data
6 4 (4.88%) Big Data
7 3 (3.66%) Hadoop
8 2 (2.44%) MySQL
8 2 (2.44%) PostgreSQL
9 1 (1.22%) Apache Hive
9 1 (1.22%) Apache Zeppelin
9 1 (1.22%) Data Warehouse
9 1 (1.22%) SAS Enterprise Guide
9 1 (1.22%) SQL Server
9 1 (1.22%) SQL Server Integration Services
Development Applications
1 28 (34.15%) Artifactory
2 1 (1.22%) JIRA
General
1 67 (81.71%) Finance
2 65 (79.27%) Front Office
3 4 (4.88%) Public Sector
4 2 (2.44%) Financial Institution
5 1 (1.22%) Local Government
5 1 (1.22%) Retail
Job Titles
1 65 (79.27%) Developer
2 41 (50.00%) AWS Developer
3 38 (46.34%) Senior Developer
4 35 (42.68%) Java Developer
5 33 (40.24%) Lead Developer
6 23 (28.05%) Senior Java Developer
7 20 (24.39%) Quantitative Developer
8 19 (23.17%) Python Developer
9 15 (18.29%) Front Office Developer
10 13 (15.85%) Data Scientist
10 13 (15.85%) Java Software Developer
10 13 (15.85%) React Developer
10 13 (15.85%) Senior Quantitative Developer
11 12 (14.63%) J2EE Developer
11 12 (14.63%) Java/J2EE Developer
11 12 (14.63%) Lead Java Developer
11 12 (14.63%) Lead Software Developer
12 11 (13.41%) Senior Python Developer
13 6 (7.32%) Angular Developer
13 6 (7.32%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 65 (79.27%) Web Services
2 37 (45.12%) J2EE
3 13 (15.85%) J2SE
3 13 (15.85%) React
4 7 (8.54%) NumPy
4 7 (8.54%) Pandas
4 7 (8.54%) SciPy
5 6 (7.32%) AngularJS
5 6 (7.32%) Vue.js
6 1 (1.22%) Anaconda
6 1 (1.22%) MLlib
6 1 (1.22%) TensorFlow
6 1 (1.22%) Theano
6 1 (1.22%) Torch
Miscellaneous
1 65 (79.27%) Fixed Income
2 37 (45.12%) Derivative
2 37 (45.12%) Equities
2 37 (45.12%) Foreign Exchange (FX)
3 12 (14.63%) Greenfield Project
4 7 (8.54%) Blog
5 4 (4.88%) Analytical Skills
6 3 (3.66%) User Experience
7 1 (1.22%) Algorithms
7 1 (1.22%) NHS
Processes & Methodologies
1 78 (95.12%) Agile Software Development
2 65 (79.27%) Asset Management
2 65 (79.27%) Software Engineering
3 38 (46.34%) Analytics
3 38 (46.34%) Microservices
4 37 (45.12%) Quantitative Analysis
5 30 (36.59%) DevOps
6 28 (34.15%) Decision-Making
7 22 (26.83%) API Development
8 16 (19.51%) Open Source
9 15 (18.29%) Quantitative Finance
10 14 (17.07%) Data Science
11 10 (12.20%) Business Intelligence
12 9 (10.98%) Data Modelling
13 8 (9.76%) Data Engineering
14 7 (8.54%) Visualisation
15 6 (7.32%) Front End Development
15 6 (7.32%) Waterfall
16 2 (2.44%) Collaborative Working
16 2 (2.44%) Configuration Management
Programming Languages
1 80 (97.56%) Python
2 65 (79.27%) R
3 56 (68.29%) Java
4 37 (45.12%) JavaScript
5 21 (25.61%) SQL
6 2 (2.44%) VBA
Qualifications
1 13 (15.85%) AWS Certification
2 4 (4.88%) BPSS Clearance
3 2 (2.44%) Security Cleared
4 1 (1.22%) Degree
System Software
1 30 (36.59%) Docker
Systems Management
1 30 (36.59%) Kubernetes
1 30 (36.59%) Terraform
Vendors
1 7 (8.54%) Oracle
2 2 (2.44%) Bloomberg
2 2 (2.44%) Reuters
3 1 (1.22%) Cloudera
3 1 (1.22%) Hortonworks
3 1 (1.22%) Microsoft