Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

R
South East > Oxfordshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 88 96 179
Rank change year-on-year +8 +83 -15
Permanent jobs citing R 90 78 10
As % of all permanent IT jobs advertised in Oxfordshire 2.97% 2.65% 0.29%
As % of the Programming Languages category 4.32% 4.08% 0.52%
Number of salaries quoted 87 77 9
Oxfordshire median annual salary £62,500 £57,500 £36,000
Median salary % change year-on-year +8.70% +59.72% -15.29%
10th Percentile £32,500 £27,500 £32,500
90th Percentile £77,500 £67,500 £40,500
South East median annual salary £55,000 £55,000 £47,000
% change year-on-year - +17.02% +14.63%

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 2082 1911 1935
As % of all permanent IT jobs advertised in Oxfordshire 68.76% 65.04% 56.66%
Number of salaries quoted 1745 1610 1608
Oxfordshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £72,500 £65,000 £62,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 24 November 2017.

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 24 November 2017. 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 +3 58 £62,500 +8.70% 3
Henley-on-Thames - 2 - -
Abingdon +6 1 £35,000 +16.67%
R
South East

For the 6 months to 24 November 2017, IT jobs citing R also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for R.

1 84 (93.33%) Python
2 71 (78.89%) Machine Learning
3 55 (61.11%) Algorithms
4 51 (56.67%) Big Data
5 49 (54.44%) PhD
6 41 (45.56%) Java
7 38 (42.22%) C++
7 38 (42.22%) Bayesian Methods
8 37 (41.11%) Natural Language Processing
9 34 (37.78%) SQL
10 31 (34.44%) MATLAB
11 28 (31.11%) Mathematics
11 28 (31.11%) Computer Science
11 28 (31.11%) TensorFlow
12 27 (30.00%) Agile Software Development
13 26 (28.89%) Deep Learning
14 25 (27.78%) Statistics
15 23 (25.56%) Julia
16 21 (23.33%) Artificial Intelligence
17 20 (22.22%) Degree
18 19 (21.11%) Physics
18 19 (21.11%) Neural Network
18 19 (21.11%) Data Analysis
18 19 (21.11%) Economics
19 17 (18.89%) Hadoop
19 17 (18.89%) Visualisation
19 17 (18.89%) Amazon AWS
19 17 (18.89%) Probabilistic Modelling
20 15 (16.67%) Data Mining
21 13 (14.44%) Theano

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 11 (12.22%) Apache Spark
2 2 (2.22%) DNN
2 2 (2.22%) SAS
3 1 (1.11%) ArcGIS
3 1 (1.11%) GeoServer
Applications
1 8 (8.89%) Microsoft Excel
2 1 (1.11%) GNU Octave
2 1 (1.11%) Mathematica
2 1 (1.11%) Microsoft Office
Cloud Services
1 17 (18.89%) Amazon AWS
2 6 (6.67%) Azure Data Factory
2 6 (6.67%) Microsoft Azure
3 5 (5.56%) Amazon EC2
3 5 (5.56%) Amazon S3
Communications & Networking
1 1 (1.11%) HTTP
Database & Business Intelligence
1 51 (56.67%) Big Data
2 17 (18.89%) Hadoop
3 15 (16.67%) Data Mining
4 8 (8.89%) NoSQL
4 8 (8.89%) Power BI
5 6 (6.67%) Apache Hive
5 6 (6.67%) Azure SQL Data Warehouse
5 6 (6.67%) Data Warehouse
5 6 (6.67%) HDInsight
5 6 (6.67%) SQL Server Analysis Services
5 6 (6.67%) SQL Server Integration Services
5 6 (6.67%) SQL Server Reporting Services
6 5 (5.56%) Data Lake
7 3 (3.33%) Apache Cassandra
7 3 (3.33%) MongoDB
8 2 (2.22%) Amazon DynamoDB
8 2 (2.22%) HBase
9 1 (1.11%) Apache Accumulo
9 1 (1.11%) Geospatial Data
9 1 (1.11%) GIS
General
1 8 (8.89%) Finance
2 4 (4.44%) Marketing
3 2 (2.22%) Pharmaceutical
Job Titles
1 23 (25.56%) Data Scientist
2 22 (24.44%) Developer
3 17 (18.89%) Machine Learning Researcher
4 14 (15.56%) Machine Learning Scientist
5 12 (13.33%) Analyst
6 11 (12.22%) Big Data Engineer
6 11 (12.22%) Data Engineer
7 10 (11.11%) Machine Learning Engineer
8 9 (10.00%) Software Developer
9 7 (7.78%) Research Engineer
10 6 (6.67%) Analyst Developer
10 6 (6.67%) Developer Analyst
10 6 (6.67%) Report Analyst
10 6 (6.67%) Report Developer
11 5 (5.56%) Data Analyst
11 5 (5.56%) Hadoop Engineer
11 5 (5.56%) Python Developer
12 4 (4.44%) Business Intelligence Analyst
12 4 (4.44%) Business Intelligence Developer
12 4 (4.44%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 37 (41.11%) Natural Language Processing
2 28 (31.11%) TensorFlow
3 13 (14.44%) Theano
4 9 (10.00%) Pandas
5 8 (8.89%) CSS
5 8 (8.89%) HTML
5 8 (8.89%) scikit-learn
5 8 (8.89%) Seaborn
6 6 (6.67%) .NET
7 1 (1.11%) D3.js
7 1 (1.11%) HTML5
7 1 (1.11%) JSON
7 1 (1.11%) NumPy
7 1 (1.11%) PostGIS
7 1 (1.11%) REST
7 1 (1.11%) Torch
Miscellaneous
1 55 (61.11%) Algorithms
2 28 (31.11%) Computer Science
3 12 (13.33%) Analytical Skills
4 6 (6.67%) Data Structures
4 6 (6.67%) Fintech
5 1 (1.11%) Enterprise Software
5 1 (1.11%) NHS
5 1 (1.11%) Robotics
Operating Systems
1 1 (1.11%) Unix
1 1 (1.11%) Windows
Processes & Methodologies
1 71 (78.89%) Machine Learning
2 38 (42.22%) Bayesian Methods
3 28 (31.11%) Mathematics
4 27 (30.00%) Agile Software Development
5 26 (28.89%) Deep Learning
6 25 (27.78%) Statistics
7 21 (23.33%) Artificial Intelligence
8 19 (21.11%) Data Analysis
8 19 (21.11%) Economics
8 19 (21.11%) Neural Network
8 19 (21.11%) Physics
9 17 (18.89%) Probabilistic Modelling
9 17 (18.89%) Visualisation
10 13 (14.44%) Software Engineering
11 11 (12.22%) Analytics
11 11 (12.22%) Data Visualisation
11 11 (12.22%) Scrum
12 9 (10.00%) Distributed Algorithms
12 9 (10.00%) Multithreading
12 9 (10.00%) Time Series Forecasting
Programming Languages
1 84 (93.33%) Python
2 41 (45.56%) Java
3 38 (42.22%) C++
4 34 (37.78%) SQL
5 31 (34.44%) MATLAB
6 23 (25.56%) Julia
7 13 (14.44%) C
8 10 (11.11%) C#
9 8 (8.89%) JavaScript
10 7 (7.78%) Scala
11 6 (6.67%) PowerShell
12 3 (3.33%) VB
12 3 (3.33%) VBA
13 1 (1.11%) Perl
13 1 (1.11%) Ruby
Qualifications
1 49 (54.44%) PhD
2 20 (22.22%) Degree
3 2 (2.22%) Master's Degree
3 2 (2.22%) Numerate Degree
System Software
1 6 (6.67%) Docker
Systems Management
1 5 (5.56%) Mesos
Vendors
1 11 (12.22%) Microsoft
2 8 (8.89%) Tableau
3 6 (6.67%) Cognos
4 4 (4.44%) Capita
5 1 (1.11%) Agilent