Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

RStudio
UK > England
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 1108 1117 1247
Rank change year-on-year +9 +130 -
Permanent jobs citing RStudio 61 43 6
As % of all permanent IT jobs advertised in England 0.038% 0.026% 0.003%
As % of the Development Applications category 0.18% 0.13% 0.017%
Number of salaries quoted 49 42 6
England median annual salary £75,000 £70,000 £55,000
Median salary % change year-on-year +7.14% +27.27% -
10th Percentile £42,000 £43,200 £52,500
90th Percentile £85,000 £102,500 £103,750
UK median annual salary £75,000 £70,000 £55,000
% 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 33,880 32,887 34,349
As % of all permanent IT jobs advertised in England 20.84% 20.18% 18.13%
Number of salaries quoted 27,681 27,649 29,888
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £32,500 £31,000 £30,000
90th Percentile £77,500 £75,000 £72,500
UK median annual salary £50,000 £47,500 £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 24 June 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 24 June 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 +15 57 £75,000 +7.14% 4
South East +5 2 £76,250 +52.50%
North of England +17 1 - - 1
North West -3 1 - -
South West -9 1 £45,000 +5.88%
RStudio
UK

For the 6 months to 24 June 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 55 (90.16%) R
2 46 (75.41%) Analytics
2 46 (75.41%) SQL
3 42 (68.85%) Python
4 36 (59.02%) Data Science
5 28 (45.90%) Apache Spark
6 27 (44.26%) Finance
7 26 (42.62%) Tableau
8 25 (40.98%) Java
8 25 (40.98%) Degree
9 24 (39.34%) Big Data
10 23 (37.70%) Agile Software Development
11 22 (36.07%) Mathematics
11 22 (36.07%) Microsoft Azure
12 21 (34.43%) Business Intelligence
13 20 (32.79%) Microsoft
13 20 (32.79%) Use Case
13 20 (32.79%) Data Lake
14 19 (31.15%) Machine Learning
14 19 (31.15%) C#
14 19 (31.15%) .NET
15 18 (29.51%) Apache Hive
16 17 (27.87%) Hadoop
16 17 (27.87%) NoSQL
16 17 (27.87%) Alteryx
17 16 (26.23%) IT Strategy
17 16 (26.23%) Statistics
18 15 (24.59%) Project Management
18 15 (24.59%) Data Warehouse
19 14 (22.95%) Azure Machine Learning

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 28 (45.90%) Apache Spark
2 7 (11.48%) R Markdown
3 3 (4.92%) Apache
3 3 (4.92%) SAS
4 2 (3.28%) Elasticsearch
5 1 (1.64%) Apache Solr
5 1 (1.64%) Cloud Foundry
5 1 (1.64%) Confluence
5 1 (1.64%) IBM Domino
Applications
1 6 (9.84%) Microsoft Excel
2 3 (4.92%) Stata
3 1 (1.64%) Mingle
3 1 (1.64%) SPSS
3 1 (1.64%) SPSS Modeler
3 1 (1.64%) Weka
Cloud Services
1 22 (36.07%) Microsoft Azure
2 14 (22.95%) Azure Machine Learning
3 6 (9.84%) Amazon AWS
4 1 (1.64%) Amazon EMR
4 1 (1.64%) Azure Data Factory
4 1 (1.64%) Cloud Computing
4 1 (1.64%) CloudBees
4 1 (1.64%) Google Cloud Platform
4 1 (1.64%) PaaS
Communications & Networking
1 5 (8.20%) Network Security
Database & Business Intelligence
1 24 (39.34%) Big Data
2 20 (32.79%) Data Lake
3 18 (29.51%) Apache Hive
4 17 (27.87%) Hadoop
4 17 (27.87%) NoSQL
5 15 (24.59%) Data Warehouse
6 12 (19.67%) SQL Server
7 11 (18.03%) SQL Server Analysis Services
7 11 (18.03%) SQL Server Integration Services
8 9 (14.75%) SQL Server Reporting Services
9 6 (9.84%) Pentaho
10 5 (8.20%) Snowflake Schema
10 5 (8.20%) Star Schema
11 4 (6.56%) BusinessObjects
11 4 (6.56%) Microsoft Analysis Services
11 4 (6.56%) MS Access
11 4 (6.56%) Power BI
11 4 (6.56%) Spotfire
12 3 (4.92%) Amazon Aurora
12 3 (4.92%) HBase
Development Applications
1 10 (16.39%) SQL Server Management Studio (SSMS)
2 6 (9.84%) Subversion
3 2 (3.28%) ERwin
3 2 (3.28%) Jenkins
3 2 (3.28%) PowerDesigner
3 2 (3.28%) Selenium
4 1 (1.64%) Git (software)
4 1 (1.64%) GoCD
4 1 (1.64%) Gradle
4 1 (1.64%) JIRA
4 1 (1.64%) JMeter
4 1 (1.64%) JUnit
4 1 (1.64%) Mockito
4 1 (1.64%) SonarQube
General
1 27 (44.26%) Finance
2 4 (6.56%) Games
3 2 (3.28%) Marketing
4 1 (1.64%) Banking
4 1 (1.64%) Front Office
4 1 (1.64%) Law
4 1 (1.64%) Retail
Job Titles
1 16 (26.23%) Data Engineer
1 16 (26.23%) Developer
2 11 (18.03%) Azure Engineer
3 8 (13.11%) R Developer
4 7 (11.48%) Data Scientist
5 5 (8.20%) Analyst
5 5 (8.20%) Architect
5 5 (8.20%) Data Architect
5 5 (8.20%) Python Developer
6 4 (6.56%) Big Data Engineer
6 4 (6.56%) MI Manager
7 3 (4.92%) Big Data Architect
7 3 (4.92%) Report Analyst
8 2 (3.28%) Administrator
8 2 (3.28%) Big Data Developer
8 2 (3.28%) Data Administrator
8 2 (3.28%) ETL Developer
8 2 (3.28%) Hadoop Engineer
8 2 (3.28%) SQL Developer
8 2 (3.28%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 19 (31.15%) .NET
2 3 (4.92%) Kafka
2 3 (4.92%) MLlib
3 2 (3.28%) CSS
3 2 (3.28%) D3.js
3 2 (3.28%) HTML
3 2 (3.28%) SparkR
4 1 (1.64%) AngularJS
4 1 (1.64%) Deeplearning4j
4 1 (1.64%) Hibernate
4 1 (1.64%) JPA
4 1 (1.64%) Lucene
4 1 (1.64%) Memcached
4 1 (1.64%) Natural Language Processing
4 1 (1.64%) PySpark
4 1 (1.64%) RabbitMQ
4 1 (1.64%) REST
4 1 (1.64%) Spring
4 1 (1.64%) TensorFlow
4 1 (1.64%) Theano
Miscellaneous
1 11 (18.03%) Analytical Skills
2 5 (8.20%) Data Structures
3 4 (6.56%) Computer Science
4 3 (4.92%) Data Centre
4 3 (4.92%) Greenfield Project
5 1 (1.64%) Algorithms
5 1 (1.64%) Derivative
5 1 (1.64%) Foreign Exchange (FX)
5 1 (1.64%) Market Risk
5 1 (1.64%) Reinsurance
5 1 (1.64%) Self-Motivation
5 1 (1.64%) Semantic Web
5 1 (1.64%) Social Media
Operating Systems
1 8 (13.11%) Linux
Processes & Methodologies
1 46 (75.41%) Analytics
2 36 (59.02%) Data Science
3 23 (37.70%) Agile Software Development
4 22 (36.07%) Mathematics
5 21 (34.43%) Business Intelligence
6 20 (32.79%) Use Case
7 19 (31.15%) Machine Learning
8 16 (26.23%) IT Strategy
8 16 (26.23%) Statistics
9 15 (24.59%) Project Management
10 12 (19.67%) ETL
11 11 (18.03%) Configuration Management
11 11 (18.03%) Data Analytics
12 10 (16.39%) Data Modelling
13 9 (14.75%) Visualisation
14 7 (11.48%) Artificial Intelligence
14 7 (11.48%) Data Management
15 6 (9.84%) Actionable Insight
15 6 (9.84%) Data Architecture
15 6 (9.84%) Data Engineering
Programming Languages
1 55 (90.16%) R
2 46 (75.41%) SQL
3 42 (68.85%) Python
4 25 (40.98%) Java
5 19 (31.15%) C#
6 11 (18.03%) T-SQL
7 5 (8.20%) VBA
8 4 (6.56%) Scala
9 2 (3.28%) JavaScript
10 1 (1.64%) C
10 1 (1.64%) C++
10 1 (1.64%) Clojure
Qualifications
1 25 (40.98%) Degree
2 4 (6.56%) Computer Science Degree
3 3 (4.92%) DV Cleared
3 3 (4.92%) SC Cleared
3 3 (4.92%) Security Cleared
4 1 (1.64%) PhD
Quality Assurance & Compliance
1 5 (8.20%) Data Quality
2 1 (1.64%) GCP
System Software
1 2 (3.28%) Docker
Systems Management
1 1 (1.64%) Kubernetes
1 1 (1.64%) Mesos
1 1 (1.64%) Rancher
Vendors
1 26 (42.62%) Tableau
2 20 (32.79%) Microsoft
3 17 (27.87%) Alteryx
4 3 (4.92%) Oracle
4 3 (4.92%) Red Hat
4 3 (4.92%) Talend
5 2 (3.28%) Ab Initio
5 2 (3.28%) Cloudera
5 2 (3.28%) Cognizant
5 2 (3.28%) Datameer
5 2 (3.28%) Hortonworks
5 2 (3.28%) MapR
5 2 (3.28%) MicroStrategy
6 1 (1.64%) Atlassian
6 1 (1.64%) Databricks
6 1 (1.64%) Informatica
6 1 (1.64%) Paxata