Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for RStudio skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RStudio over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

RStudio
UK > England
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 1098 1095 1227
Rank change year-on-year -3 +132 +55
Permanent jobs citing RStudio 41 75 10
As % of all permanent IT jobs advertised in England 0.026% 0.045% 0.005%
As % of the Development Applications category 0.13% 0.22% 0.030%
Number of salaries quoted 32 72 10
England median annual salary £75,000 £70,000 £70,000
Median salary % change year-on-year +7.14% - +27.27%
10th Percentile £62,625 £42,100 £68,250
90th Percentile £90,000 £98,875 £103,750
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +27.27%

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

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 31,575 34,198 33,772
As % of all permanent IT jobs advertised in England 20.24% 20.59% 18.34%
Number of salaries quoted 25,764 28,062 29,638
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £80,000 £75,000 £73,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RStudio in England.

Salary trend for RStudio in England

RStudio
Salary Histogram in England

The salary distribution of IT jobs citing RStudio in England over the 6 months to 20 September 2018.

Salary histogram for RStudio in England

RStudio
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RStudio within the England region over the 6 months to 20 September 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +10 32 £75,000 +7.14% 4
South East +3 5 £73,750 +47.50%
South West +1 3 £45,000 +4.65%
North of England +20 1 - -
North West +14 1 - -
RStudio
UK

For the 6 months to 20 September 2018, IT 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 permanent job ads across the England region with a requirement for RStudio.

1 30 (73.17%) SQL
2 27 (65.85%) Hadoop
2 27 (65.85%) R
3 25 (60.98%) NoSQL
4 18 (43.90%) Big Data
4 18 (43.90%) Python
5 16 (39.02%) SQL Server Analysis Services
5 16 (39.02%) Agile Software Development
5 16 (39.02%) SQL Server Reporting Services
5 16 (39.02%) SQL Server Integration Services
5 16 (39.02%) Analytics
6 14 (34.15%) Business Intelligence
7 13 (31.71%) Data Warehouse
7 13 (31.71%) Analytical Skills
7 13 (31.71%) Apache Spark
8 12 (29.27%) Data Science
8 12 (29.27%) T-SQL
9 11 (26.83%) ETL
10 10 (24.39%) Degree
10 10 (24.39%) Data Architecture
11 8 (19.51%) Data Management
11 8 (19.51%) Data Modelling
11 8 (19.51%) Java
11 8 (19.51%) DevOps
12 7 (17.07%) Machine Learning
12 7 (17.07%) Tableau
12 7 (17.07%) Finance
12 7 (17.07%) Open Source
13 6 (14.63%) DV Cleared
13 6 (14.63%) Security Cleared

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 13 (31.71%) Apache Spark
2 3 (7.32%) Apache
3 2 (4.88%) Elasticsearch
3 2 (4.88%) SAS
4 1 (2.44%) Apache Solr
4 1 (2.44%) Cloud Foundry
4 1 (2.44%) Confluence
4 1 (2.44%) R Markdown
Applications
1 4 (9.76%) Microsoft Excel
2 3 (7.32%) Stata
3 1 (2.44%) Mingle
3 1 (2.44%) Weka
Cloud Services
1 6 (14.63%) Amazon AWS
2 5 (12.20%) Microsoft Azure
3 2 (4.88%) Azure Machine Learning
4 1 (2.44%) Amazon EMR
4 1 (2.44%) Azure Data Factory
4 1 (2.44%) Cloud Computing
4 1 (2.44%) CloudBees
4 1 (2.44%) Google Cloud Platform
4 1 (2.44%) PaaS
Communications & Networking
1 1 (2.44%) Network Security
Database & Business Intelligence
1 27 (65.85%) Hadoop
2 25 (60.98%) NoSQL
3 18 (43.90%) Big Data
4 16 (39.02%) SQL Server Analysis Services
4 16 (39.02%) SQL Server Integration Services
4 16 (39.02%) SQL Server Reporting Services
5 13 (31.71%) Data Warehouse
6 6 (14.63%) Apache Hive
7 5 (12.20%) Pentaho
7 5 (12.20%) PowerCenter
7 5 (12.20%) SQL Server
8 4 (9.76%) Spotfire
9 3 (7.32%) Amazon Aurora
9 3 (7.32%) Amazon RDS
9 3 (7.32%) Amazon Redshift
9 3 (7.32%) Geospatial Data
9 3 (7.32%) GIS
9 3 (7.32%) HBase
9 3 (7.32%) Microsoft Analysis Services
9 3 (7.32%) PostgreSQL
Development Applications
1 5 (12.20%) ERwin
1 5 (12.20%) PowerDesigner
2 3 (7.32%) Subversion
3 2 (4.88%) Jenkins
3 2 (4.88%) Selenium
4 1 (2.44%) Git (software)
4 1 (2.44%) GoCD
4 1 (2.44%) Gradle
4 1 (2.44%) JIRA
4 1 (2.44%) JMeter
4 1 (2.44%) JUnit
4 1 (2.44%) Mockito
4 1 (2.44%) SonarQube
4 1 (2.44%) SQL Server Management Studio (SSMS)
General
1 7 (17.07%) Finance
2 4 (9.76%) Retail
3 3 (7.32%) Back Office
4 2 (4.88%) Marketing
5 1 (2.44%) Banking
5 1 (2.44%) Front Office
5 1 (2.44%) Law
5 1 (2.44%) Telecoms
Job Titles
1 21 (51.22%) Data Engineer
2 8 (19.51%) Analyst
3 7 (17.07%) Architect
3 7 (17.07%) Data Architect
4 5 (12.20%) Developer
5 4 (9.76%) Big Data Engineer
5 4 (9.76%) Consultant
6 3 (7.32%) Geospatial Analyst
6 3 (7.32%) Geospatial Consultant
6 3 (7.32%) Hadoop Engineer
6 3 (7.32%) Security Analyst
6 3 (7.32%) Security Consultant
7 2 (4.88%) Azure Engineer
7 2 (4.88%) Big Data Architect
7 2 (4.88%) Big Data Developer
7 2 (4.88%) Data Modeller
7 2 (4.88%) Excel Analyst
7 2 (4.88%) Forecast Analyst
8 1 (2.44%) Big Data Consultant
8 1 (2.44%) Qualitative Analyst
Libraries, Frameworks & Software Standards
1 6 (14.63%) Kafka
2 3 (7.32%) MLlib
3 2 (4.88%) .NET
3 2 (4.88%) D3.js
3 2 (4.88%) SparkR
3 2 (4.88%) TensorFlow
4 1 (2.44%) AngularJS
4 1 (2.44%) Deeplearning4j
4 1 (2.44%) Hibernate
4 1 (2.44%) JPA
4 1 (2.44%) Lucene
4 1 (2.44%) Memcached
4 1 (2.44%) Natural Language Processing
4 1 (2.44%) PySpark
4 1 (2.44%) RabbitMQ
4 1 (2.44%) REST
4 1 (2.44%) Spring
4 1 (2.44%) Theano
4 1 (2.44%) Torch
Miscellaneous
1 13 (31.71%) Analytical Skills
2 6 (14.63%) Greenfield Project
3 5 (12.20%) Data Structures
4 3 (7.32%) Data Centre
5 2 (4.88%) Computer Science
6 1 (2.44%) Algorithms
6 1 (2.44%) Derivative
6 1 (2.44%) Fintech
6 1 (2.44%) Foreign Exchange (FX)
6 1 (2.44%) Market Risk
6 1 (2.44%) Reinsurance
6 1 (2.44%) Self-Motivation
6 1 (2.44%) Semantic Web
6 1 (2.44%) Social Media
Operating Systems
1 4 (9.76%) Linux
Processes & Methodologies
1 16 (39.02%) Agile Software Development
1 16 (39.02%) Analytics
2 14 (34.15%) Business Intelligence
3 12 (29.27%) Data Science
4 11 (26.83%) ETL
5 10 (24.39%) Data Architecture
6 8 (19.51%) Data Management
6 8 (19.51%) Data Modelling
6 8 (19.51%) DevOps
7 7 (17.07%) Machine Learning
7 7 (17.07%) Open Source
8 6 (14.63%) Data Analytics
8 6 (14.63%) Data Engineering
8 6 (14.63%) Mathematics
8 6 (14.63%) Problem-Solving
9 5 (12.20%) ArchiMate
9 5 (12.20%) Decision-Making
9 5 (12.20%) DoDAF
9 5 (12.20%) TOGAF
9 5 (12.20%) Zachman Framework
Programming Languages
1 30 (73.17%) SQL
2 27 (65.85%) R
3 18 (43.90%) Python
4 12 (29.27%) T-SQL
5 8 (19.51%) Java
6 4 (9.76%) C
6 4 (9.76%) Scala
7 2 (4.88%) C#
7 2 (4.88%) VBA
8 1 (2.44%) Bash Shell
8 1 (2.44%) C++
8 1 (2.44%) Clojure
Qualifications
1 10 (24.39%) Degree
2 6 (14.63%) DV Cleared
2 6 (14.63%) Security Cleared
3 3 (7.32%) SC Cleared
4 2 (4.88%) Computer Science Degree
4 2 (4.88%) PhD
5 1 (2.44%) MBA
Quality Assurance & Compliance
1 3 (7.32%) GxP
2 1 (2.44%) Data Quality
2 1 (2.44%) GCP
System Software
1 2 (4.88%) Docker
Systems Management
1 1 (2.44%) Kubernetes
1 1 (2.44%) Mesos
1 1 (2.44%) Rancher
Vendors
1 7 (17.07%) Tableau
2 6 (14.63%) Talend
3 5 (12.20%) Ab Initio
3 5 (12.20%) MicroStrategy
3 5 (12.20%) Oracle
4 3 (7.32%) Alteryx
4 3 (7.32%) ESRI
4 3 (7.32%) Google
4 3 (7.32%) Luciad
4 3 (7.32%) Microsoft
4 3 (7.32%) Palantir
4 3 (7.32%) Red Hat
5 2 (4.88%) Cloudera
5 2 (4.88%) Cognizant
5 2 (4.88%) Hortonworks
5 2 (4.88%) MapR
6 1 (2.44%) Atlassian
6 1 (2.44%) Datameer
6 1 (2.44%) Informatica
6 1 (2.44%) Paxata