Period
to 23 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 23 May 2018 with a comparison to the same period in the previous 2 years.

R
Berkshire > Reading
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 114 161 181
Rank change year-on-year +47 +20 +36
Permanent jobs citing R 40 1 31
As % of all permanent IT jobs advertised in Reading 1.59% 0.039% 0.81%
As % of the Programming Languages category 3.01% 0.080% 1.90%
Number of salaries quoted 40 1 31
Reading median annual salary £65,000 £40,000 £45,000
Median salary % change year-on-year +62.50% -11.11% -30.77%
10th Percentile £30,000 £35,000 £41,250
90th Percentile £100,000 £45,000 £58,750
Berkshire median annual salary £65,000 £62,500 £47,500
% change year-on-year +4.00% +31.58% -26.92%

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 Reading with a requirement for coding skills.

All Programming Languages
Reading
Permanent vacancies with a requirement for coding skills 1,329 1,255 1,634
As % of all permanent IT jobs advertised in Reading 52.70% 49.55% 42.51%
Number of salaries quoted 1,206 1,011 1,480
Reading median annual salary £50,000 £47,500 £46,250
Median salary % change year-on-year +5.26% +2.70% +2.78%
10th Percentile £30,000 £27,500 £28,750
90th Percentile £72,750 £65,625 £67,500
Berkshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +2.15%

R
Job Vacancy Trend in Reading

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

Job vacancy trend for R in Reading

R
Salary Trend in Reading

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

Salary trend for R in Reading

R
Salary Histogram in Reading

The salary distribution of IT jobs citing R in Reading over the 6 months to 23 May 2018.

Salary histogram for R in Reading

For the 6 months to 23 May 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 Reading region with a requirement for R.

1 34 (85.00%) Java
2 30 (75.00%) Degree
3 28 (70.00%) HBase
4 22 (55.00%) Python
5 21 (52.50%) Agile Software Development
6 19 (47.50%) Amazon AWS
7 18 (45.00%) Node.js
7 18 (45.00%) Continuous Integration
7 18 (45.00%) Internet
7 18 (45.00%) Windows
7 18 (45.00%) Linux
7 18 (45.00%) OO
7 18 (45.00%) HDFS
8 17 (42.50%) Scala
8 17 (42.50%) Hadoop
9 16 (40.00%) REST
9 16 (40.00%) JSON
9 16 (40.00%) CSS
9 16 (40.00%) JavaScript
9 16 (40.00%) HTML
9 16 (40.00%) Analytics
9 16 (40.00%) Apache Spark
10 15 (37.50%) SQL
10 15 (37.50%) Apache Hive
11 12 (30.00%) Statistics
12 11 (27.50%) Relational Database
12 11 (27.50%) Analytical Skills
13 10 (25.00%) TensorFlow
13 10 (25.00%) Capita
13 10 (25.00%) MapReduce

R
Co-occurring IT Skills in Reading 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 16 (40.00%) Apache Spark
2 7 (17.50%) SAS
Cloud Services
1 19 (47.50%) Amazon AWS
2 3 (7.50%) Cloud Computing
3 1 (2.50%) Amazon S3
Communications & Networking
1 18 (45.00%) Internet
Database & Business Intelligence
1 28 (70.00%) HBase
2 17 (42.50%) Hadoop
3 15 (37.50%) Apache Hive
4 11 (27.50%) Relational Database
5 9 (22.50%) Big Data
6 8 (20.00%) Data Mining
7 5 (12.50%) Impala
8 3 (7.50%) NoSQL
8 3 (7.50%) Text Mining
9 2 (5.00%) MongoDB
10 1 (2.50%) Neo4j
10 1 (2.50%) PostgreSQL
10 1 (2.50%) Spotfire
Job Titles
1 20 (50.00%) Developer
2 18 (45.00%) Java Developer
2 18 (45.00%) Senior Developer
3 16 (40.00%) Senior Java Developer
4 6 (15.00%) Analytics Manager
4 6 (15.00%) Senior Analytics Manager
4 6 (15.00%) Senior Manager
5 5 (12.50%) Architect
5 5 (12.50%) Big Data Architect
5 5 (12.50%) Data Architect
5 5 (12.50%) Enterprise Architect
5 5 (12.50%) Enterprise Data Architect
6 4 (10.00%) Analytics Consultant
6 4 (10.00%) Consultant
6 4 (10.00%) Data Scientist
6 4 (10.00%) Junior
6 4 (10.00%) Junior Consultant
7 2 (5.00%) Java Engineer
7 2 (5.00%) Software Developer
8 1 (2.50%) Graduate
Libraries, Frameworks & Software Standards
1 18 (45.00%) Node.js
2 16 (40.00%) CSS
2 16 (40.00%) HTML
2 16 (40.00%) JSON
2 16 (40.00%) REST
3 10 (25.00%) TensorFlow
4 5 (12.50%) Kafka
5 3 (7.50%) Natural Language Processing
5 3 (7.50%) RESTful
6 1 (2.50%) D3.js
6 1 (2.50%) Velocity
Miscellaneous
1 11 (27.50%) Analytical Skills
2 1 (2.50%) Algorithms
Operating Systems
1 18 (45.00%) Linux
1 18 (45.00%) Windows
Processes & Methodologies
1 21 (52.50%) Agile Software Development
2 18 (45.00%) Continuous Integration
2 18 (45.00%) OO
3 16 (40.00%) Analytics
4 12 (30.00%) Statistics
5 10 (25.00%) Data Analysis
5 10 (25.00%) MapReduce
6 8 (20.00%) Visualisation
7 7 (17.50%) Data Science
7 7 (17.50%) Economics
7 7 (17.50%) Machine Learning
8 6 (15.00%) Commercial Awareness
9 5 (12.50%) Big Data Analytics
9 5 (12.50%) Data Analytics
9 5 (12.50%) ITIL
9 5 (12.50%) Metadata Management
10 4 (10.00%) Decision-Making
11 3 (7.50%) Data Visualisation
11 3 (7.50%) DevOps
11 3 (7.50%) Mathematics
Programming Languages
1 34 (85.00%) Java
2 22 (55.00%) Python
3 17 (42.50%) Scala
4 16 (40.00%) JavaScript
5 15 (37.50%) SQL
6 10 (25.00%) C
6 10 (25.00%) C++
7 3 (7.50%) MATLAB
7 3 (7.50%) Shell Script
Qualifications
1 30 (75.00%) Degree
2 2 (5.00%) Numerate Degree
Quality Assurance & Compliance
1 2 (5.00%) Data Quality
System Software
1 18 (45.00%) HDFS
Vendors
1 10 (25.00%) Capita
2 5 (12.50%) Cloudera
3 1 (2.50%) Tableau