Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for R skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited R over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

R
South East > Oxfordshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 72 87 97
Rank change year-on-year +15 +10 +82
Permanent jobs citing R 100 87 77
As % of all permanent IT jobs advertised in Oxfordshire 3.86% 2.93% 2.60%
As % of the Programming Languages category 5.59% 4.29% 4.00%
Number of salaries quoted 80 84 76
Oxfordshire median annual salary £50,000 £62,500 £57,500
Median salary % change year-on-year -20.00% +8.70% +59.72%
10th Percentile £42,375 £32,500 £27,500
90th Percentile £68,000 £77,500 £67,500
South East median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +12.90%

R is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for coding skills.

All Programming Languages
Oxfordshire
Permanent vacancies with a requirement for coding skills 1,789 2,027 1,923
As % of all permanent IT jobs advertised in Oxfordshire 68.97% 68.16% 65.01%
Number of salaries quoted 1,582 1,710 1,613
Oxfordshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £32,500 £30,000 £28,750
90th Percentile £70,000 £72,500 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

R
Job Vacancy Trend in Oxfordshire

Job postings citing R as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for R in Oxfordshire

R
Salary Trend in Oxfordshire

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

Salary trend for R in Oxfordshire

R
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing R in Oxfordshire over the 6 months to 17 November 2018.

Salary histogram for R in Oxfordshire

R
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Oxfordshire region over the 6 months to 17 November 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
Oxford -2 64 £50,000 -20.00% 1
Abingdon +32 16 £27,500 -21.43% 1
Banbury - 10 £60,000 -
R
South East

For the 6 months to 17 November 2018, IT jobs citing R 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 Oxfordshire region with a requirement for R.

1 91 (91.00%) Data Science
2 80 (80.00%) Machine Learning
3 77 (77.00%) Algorithms
4 73 (73.00%) C++
5 61 (61.00%) Mathematics
5 61 (61.00%) Git (software)
6 51 (51.00%) Python
7 50 (50.00%) Big Data
8 48 (48.00%) PhD
8 48 (48.00%) SQL
8 48 (48.00%) Data Analysis
9 47 (47.00%) Analytics
10 43 (43.00%) MATLAB
11 41 (41.00%) C#
11 41 (41.00%) Java
12 40 (40.00%) Image Processing
13 38 (38.00%) Physics
13 38 (38.00%) Deep Learning
13 38 (38.00%) Artificial Intelligence
14 37 (37.00%) Neural Network
15 36 (36.00%) Subversion
15 36 (36.00%) Computer Vision
16 31 (31.00%) GNU Octave
16 31 (31.00%) Visualisation
17 30 (30.00%) Hadoop
17 30 (30.00%) Tableau
17 30 (30.00%) Mathematical Modelling
18 29 (29.00%) Agile Software Development
19 27 (27.00%) Apache Hive
20 26 (26.00%) Test Automation

R
Co-occurring IT Skills in Oxfordshire 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 10 (10.00%) Apache Spark
2 2 (2.00%) Apache
3 1 (1.00%) ArcGIS
3 1 (1.00%) GeoServer
Applications
1 31 (31.00%) GNU Octave
2 6 (6.00%) Microsoft Excel
3 1 (1.00%) Microsoft Office
Cloud Services
1 23 (23.00%) Google Analytics
2 10 (10.00%) IaaS
2 10 (10.00%) PaaS
2 10 (10.00%) SaaS
3 5 (5.00%) Amazon AWS
3 5 (5.00%) Amazon EC2
3 5 (5.00%) Amazon EMR
3 5 (5.00%) Amazon S3
Database & Business Intelligence
1 50 (50.00%) Big Data
2 30 (30.00%) Hadoop
3 27 (27.00%) Apache Hive
4 22 (22.00%) Spotfire
5 21 (21.00%) Data Mining
6 17 (17.00%) SQL Server
7 13 (13.00%) NoSQL
7 13 (13.00%) RDBMS
7 13 (13.00%) Relational Database
8 12 (12.00%) MySQL
9 6 (6.00%) Power BI
10 5 (5.00%) Amazon Redshift
10 5 (5.00%) PostgreSQL
11 4 (4.00%) Apache Cassandra
12 3 (3.00%) MongoDB
13 1 (1.00%) Geospatial Data
13 1 (1.00%) GIS
13 1 (1.00%) QlikView
Development Applications
1 61 (61.00%) Git (software)
2 36 (36.00%) Subversion
3 12 (12.00%) Visual Studio
4 2 (2.00%) Team Foundation Server
General
1 5 (5.00%) Manufacturing
2 4 (4.00%) Finance
2 4 (4.00%) Publishing
3 3 (3.00%) Pharmaceutical
4 1 (1.00%) Marketing
Job Titles
1 57 (57.00%) Data Scientist
2 20 (20.00%) Computer Engineer
2 20 (20.00%) Computer Vision Engineer
3 10 (10.00%) Developer
4 9 (9.00%) Machine Learning Engineer
5 8 (8.00%) Architect
5 8 (8.00%) Data Architect
6 6 (6.00%) Machine Learning Scientist
7 5 (5.00%) Graduate
7 5 (5.00%) Report Developer
8 4 (4.00%) Data Engineer
9 3 (3.00%) Graduate Test Engineer
9 3 (3.00%) Software Test Engineer
9 3 (3.00%) Test Engineer
10 2 (2.00%) Analyst
10 2 (2.00%) Apache Spark Developer
10 2 (2.00%) Java Developer
10 2 (2.00%) R Developer
10 2 (2.00%) Report Analyst
10 2 (2.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 10 (10.00%) MDX
2 5 (5.00%) Natural Language Processing
3 4 (4.00%) Kafka
4 3 (3.00%) Torch
5 2 (2.00%) .NET
5 2 (2.00%) WCF
5 2 (2.00%) WinForms
6 1 (1.00%) CSS
6 1 (1.00%) HTML
6 1 (1.00%) PostGIS
Miscellaneous
1 77 (77.00%) Algorithms
2 14 (14.00%) Computer Science
3 7 (7.00%) Life Science
4 6 (6.00%) Analytical Skills
5 3 (3.00%) Data Structures
6 1 (1.00%) Self-Motivation
6 1 (1.00%) Smart Meter
Processes & Methodologies
1 91 (91.00%) Data Science
2 80 (80.00%) Machine Learning
3 61 (61.00%) Mathematics
4 48 (48.00%) Data Analysis
5 47 (47.00%) Analytics
6 40 (40.00%) Image Processing
7 38 (38.00%) Artificial Intelligence
7 38 (38.00%) Deep Learning
7 38 (38.00%) Physics
8 37 (37.00%) Neural Network
9 36 (36.00%) Computer Vision
10 31 (31.00%) Visualisation
11 30 (30.00%) Mathematical Modelling
12 29 (29.00%) Agile Software Development
13 26 (26.00%) Test Automation
14 24 (24.00%) Data Analytics
14 24 (24.00%) Data Management
14 24 (24.00%) Data Visualisation
15 23 (23.00%) Regression Testing
16 22 (22.00%) Predictive Analysis
Programming Languages
1 73 (73.00%) C++
2 51 (51.00%) Python
3 48 (48.00%) SQL
4 43 (43.00%) MATLAB
5 41 (41.00%) C#
5 41 (41.00%) Java
6 23 (23.00%) Delphi
7 10 (10.00%) Data Analysis Expressions (DAX)
7 10 (10.00%) T-SQL
8 4 (4.00%) JavaScript
9 3 (3.00%) C
9 3 (3.00%) Julia
9 3 (3.00%) PL/SQL
10 2 (2.00%) Scala
10 2 (2.00%) VB
11 1 (1.00%) Haskell
11 1 (1.00%) PowerShell
Qualifications
1 48 (48.00%) PhD
2 12 (12.00%) Degree
3 9 (9.00%) Master's Degree
4 3 (3.00%) ISTQB
4 3 (3.00%) TOGAF Certification
5 2 (2.00%) Microsoft Certification
5 2 (2.00%) Numerate Degree
6 1 (1.00%) OCA
6 1 (1.00%) Oracle Certification
Quality Assurance & Compliance
1 9 (9.00%) Data Quality
Vendors
1 30 (30.00%) Tableau
2 23 (23.00%) Google
3 15 (15.00%) Microsoft
4 13 (13.00%) Oracle
5 5 (5.00%) Cognos
6 2 (2.00%) RapidMiner