Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

R
South East > Oxfordshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 121 123 127
Rank change year-on-year +2 +4 +53
Permanent jobs citing R 65 49 58
As % of all permanent IT jobs advertised in Oxfordshire 2.12% 1.76% 1.81%
As % of the Programming Languages category 3.16% 2.93% 2.73%
Number of salaries quoted 62 48 55
Oxfordshire median annual salary £50,000 £42,500 £57,500
Median salary % change year-on-year +17.65% -26.09% +27.78%
10th Percentile £37,500 £26,250 £28,500
90th Percentile £62,500 £77,500 £67,750
South East median annual salary £57,500 £50,000 £47,500
% change year-on-year +15.00% +5.26% +11.76%

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 2,059 1,673 2,121
As % of all permanent IT jobs advertised in Oxfordshire 67.20% 59.92% 66.34%
Number of salaries quoted 1,880 1,489 1,761
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +18.75%
10th Percentile £31,925 £27,500 £27,500
90th Percentile £70,250 £67,500 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 20 July 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 20 July 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 -24 39 £50,000 +42.86% 7
Banbury +11 1 £60,000 +20.00%
R
South East

For the 6 months to 20 July 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 54 (83.08%) Data Science
2 46 (70.77%) Python
2 46 (70.77%) Data Analysis
3 43 (66.15%) C++
4 40 (61.54%) Machine Learning
5 38 (58.46%) PhD
6 36 (55.38%) Algorithms
7 32 (49.23%) Big Data
7 32 (49.23%) Mathematics
8 30 (46.15%) Physics
8 30 (46.15%) Java
8 30 (46.15%) MATLAB
9 23 (35.38%) Mathematical Modelling
10 22 (33.85%) Image Processing
10 22 (33.85%) Artificial Intelligence
11 21 (32.31%) SQL
12 20 (30.77%) C#
12 20 (30.77%) Neural Network
12 20 (30.77%) Git (software)
13 19 (29.23%) Analytics
13 19 (29.23%) Deep Learning
13 19 (29.23%) Predictive Modelling
14 18 (27.69%) Subversion
14 18 (27.69%) Finance
14 18 (27.69%) Computer Vision
14 18 (27.69%) GNU Octave
15 15 (23.08%) Economics
15 15 (23.08%) JavaScript
15 15 (23.08%) Data Analytics
16 14 (21.54%) Problem-Solving

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 (15.38%) Apache Spark
2 1 (1.54%) ArcGIS
2 1 (1.54%) GeoServer
Applications
1 18 (27.69%) GNU Octave
2 7 (10.77%) Microsoft Excel
3 2 (3.08%) MS Visio
4 1 (1.54%) Microsoft Office
Cloud Services
1 5 (7.69%) Amazon AWS
2 2 (3.08%) Amazon EC2
2 2 (3.08%) Amazon EMR
2 2 (3.08%) Amazon S3
3 1 (1.54%) Google Cloud Platform
3 1 (1.54%) IaaS
3 1 (1.54%) PaaS
3 1 (1.54%) SaaS
Database & Business Intelligence
1 32 (49.23%) Big Data
2 13 (20.00%) Hadoop
3 11 (16.92%) NoSQL
4 9 (13.85%) Apache Cassandra
4 9 (13.85%) RDBMS
4 9 (13.85%) Relational Database
5 8 (12.31%) MongoDB
6 7 (10.77%) Apache Hive
7 6 (9.23%) SQL Server
8 5 (7.69%) MySQL
8 5 (7.69%) PostgreSQL
9 4 (6.15%) Power BI
10 2 (3.08%) Amazon Redshift
10 2 (3.08%) Data Warehouse
10 2 (3.08%) QlikView
11 1 (1.54%) Bigtable
11 1 (1.54%) CouchDB
11 1 (1.54%) Geospatial Data
11 1 (1.54%) GIS
Development Applications
1 20 (30.77%) Git (software)
2 18 (27.69%) Subversion
3 3 (4.62%) Visual Studio
4 2 (3.08%) ERwin
4 2 (3.08%) Team Foundation Server
General
1 18 (27.69%) Finance
2 2 (3.08%) Pharmaceutical
2 2 (3.08%) Publishing
Job Titles
1 28 (43.08%) Data Scientist
2 18 (27.69%) Analyst
3 14 (21.54%) Data Analyst
4 7 (10.77%) Developer
5 4 (6.15%) Computer Engineer
5 4 (6.15%) Computer Vision Engineer
5 4 (6.15%) Data Engineer
5 4 (6.15%) Python Engineer
6 3 (4.62%) Big Data Analyst
6 3 (4.62%) Report Analyst
7 2 (3.08%) C++ Software Engineer
7 2 (3.08%) Database Engineer
7 2 (3.08%) Machine Learning Engineer
7 2 (3.08%) Machine Learning Scientist
7 2 (3.08%) Python Software Engineer
7 2 (3.08%) Report Developer
7 2 (3.08%) Senior Analyst
7 2 (3.08%) Senior Developer
7 2 (3.08%) Senior Reporting Analyst
7 2 (3.08%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (12.31%) Kafka
2 7 (10.77%) Torch
3 3 (4.62%) Natural Language Processing
4 2 (3.08%) .NET
4 2 (3.08%) NumPy
4 2 (3.08%) Pandas
4 2 (3.08%) WCF
4 2 (3.08%) WinForms
5 1 (1.54%) CSS
5 1 (1.54%) HTML
5 1 (1.54%) MDX
5 1 (1.54%) PostGIS
5 1 (1.54%) RESTful
5 1 (1.54%) TensorFlow
5 1 (1.54%) Web Services
Miscellaneous
1 36 (55.38%) Algorithms
2 7 (10.77%) Data Structures
3 4 (6.15%) Analytical Skills
4 2 (3.08%) Computer Science
4 2 (3.08%) Fintech
4 2 (3.08%) NHS
5 1 (1.54%) Self-Motivation
5 1 (1.54%) Smart Meter
Operating Systems
1 2 (3.08%) Linux
1 2 (3.08%) Unix
Processes & Methodologies
1 54 (83.08%) Data Science
2 46 (70.77%) Data Analysis
3 40 (61.54%) Machine Learning
4 32 (49.23%) Mathematics
5 30 (46.15%) Physics
6 23 (35.38%) Mathematical Modelling
7 22 (33.85%) Artificial Intelligence
7 22 (33.85%) Image Processing
8 20 (30.77%) Neural Network
9 19 (29.23%) Analytics
9 19 (29.23%) Deep Learning
9 19 (29.23%) Predictive Modelling
10 18 (27.69%) Computer Vision
11 15 (23.08%) Data Analytics
11 15 (23.08%) Economics
12 14 (21.54%) Problem-Solving
13 13 (20.00%) Statistics
14 8 (12.31%) Statistical Modelling
15 7 (10.77%) MapReduce
15 7 (10.77%) Open Source
Programming Languages
1 46 (70.77%) Python
2 43 (66.15%) C++
3 30 (46.15%) Java
3 30 (46.15%) MATLAB
4 21 (32.31%) SQL
5 20 (30.77%) C#
6 15 (23.08%) JavaScript
7 8 (12.31%) Julia
8 7 (10.77%) PL/SQL
9 2 (3.08%) Bash Shell
9 2 (3.08%) Haskell
9 2 (3.08%) Scala
9 2 (3.08%) VB
10 1 (1.54%) C
10 1 (1.54%) Data Analysis Expressions (DAX)
10 1 (1.54%) PowerShell
10 1 (1.54%) T-SQL
Qualifications
1 38 (58.46%) PhD
2 4 (6.15%) Degree
3 3 (4.62%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.54%) Data Quality
Vendors
1 9 (13.85%) Oracle
2 6 (9.23%) Capita
2 6 (9.23%) Microsoft
3 5 (7.69%) Tableau
4 2 (3.08%) Cognos