R Jobs in the East of England

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for R skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited R over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

R England / East of England
Location	3 months to 23 Jun 2017	Same period 2016	Same period 2015
Rank	192	229	284
Rank change year-on-year	+37	+55
Permanent jobs citing R	63	25	9
As % of all permanent IT jobs advertised in the East of England	1.02%	0.37%	0.11%
As % of the Programming Languages category	1.75%	0.71%	0.21%
Number of salaries quoted	44	24	7
Median salary	£62,500	£38,750	£40,000
Median salary % change year-on-year	+61.29%	-3.12%
90% offered a salary of more than	£30,000	£30,000	£30,500
10% offered a salary of more than	£100,000	£60,000	£58,000
UK excluding London median salary	£45,000	£50,000	£42,500
% change year-on-year	-10.00%	+17.64%

R is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for programming language skills.

Programming Language Skills East of England
Permanent job vacancies with a requirement for programming language skills	3596	3505	4233
As % of all permanent IT job vacancies advertised in the East of England	58.04%	51.51%	51.35%
Number of salaries quoted	3007	3089	3657
Median salary	£45,000	£45,000	£42,500
Median salary % change year-on-year	-	+5.88%
90% offered a salary of more than	£30,000	£30,000	£27,500
10% offered a salary of more than	£62,500	£55,000	£60,000
UK excluding London median salary	£42,500	£41,000	£40,000
% change year-on-year	+3.65%	+2.50%

R
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing R as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for R in the East of England

R
Salary Trend in the East of England

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

Salary trend for R in the East of England

R
Salary Histogram in the East of England

The salary distribution of IT jobs citing R in the East of England over the 3 months to 23 June 2017.

Salary histogram for R in the East of England

R
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the East of England region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
Cambridgeshire	+5	35	£80,000	+100.00%	6
Hertfordshire	+2	11	£31,500	-47.50%	3
Essex	-	8	£35,614	-
Bedfordshire	-	7	£41,000	-	2
Norfolk	-11	2	£60,000	+84.61%
R England

R
Top 30 Co-occurring IT Skills in the East of England

For the 6 months to 23 June 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 East of England region with a requirement for R.

1	78 (75.73%)	Python
2	63 (61.17%)	Machine Learning
3	54 (52.43%)	SQL
4	43 (41.75%)	Mathematics
5	41 (39.81%)	PhD
6	39 (37.86%)	Hadoop
7	37 (35.92%)	Analytics
8	33 (32.04%)	Statistics
9	32 (31.07%)	SAS
10	31 (30.10%)	Apache Spark
11	29 (28.16%)	Analytical Skills
12	28 (27.18%)	MATLAB
13	26 (25.24%)	Computer Science
14	25 (24.27%)	Neural Network
15	24 (23.30%)	Physics

16	23 (22.33%)	Java
17	21 (20.39%)	Artificial Intelligence
17	21 (20.39%)	Degree
18	19 (18.45%)	Visualisation
19	18 (17.48%)	Scala
19	18 (17.48%)	Data Visualisation
19	18 (17.48%)	Bayesian Methods
19	18 (17.48%)	Deep Learning
19	18 (17.48%)	Big Data
19	18 (17.48%)	Economics
19	18 (17.48%)	Julia
19	18 (17.48%)	Probabilistic Modelling
20	15 (14.56%)	Signal Processing
20	15 (14.56%)	Security Cleared
21	14 (13.59%)	Oracle

R
Co-occurring IT Skills in the East of 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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	32 (31.07%)	SAS
2	31 (30.10%)	Apache Spark
3	4 (3.88%)	Elasticsearch
4	3 (2.91%)	Apache
5	2 (1.94%)	OpenStack

Applications
1	10 (9.71%)	SPSS
2	6 (5.83%)	Microsoft Excel
2	6 (5.83%)	Stata

Business Applications
1	1 (0.97%)	Dynamics AX

Cloud Services
1	7 (6.80%)	Amazon AWS
2	1 (0.97%)	Amazon EC2
2	1 (0.97%)	Amazon EMR
2	1 (0.97%)	Amazon S3
2	1 (0.97%)	SaaS

Communications & Networking
1	5 (4.85%)	Wireless
2	4 (3.88%)	Cisco Wireless
2	4 (3.88%)	LAN
2	4 (3.88%)	WAN
3	2 (1.94%)	Internet
4	1 (0.97%)	Kerberos

Database & Business Intelligence
1	39 (37.86%)	Hadoop
2	18 (17.48%)	Big Data
3	8 (7.77%)	SQL Server Analysis Services
4	6 (5.83%)	Apache Hive
4	6 (5.83%)	Data Warehouse
4	6 (5.83%)	SQL Server
5	5 (4.85%)	Impala
5	5 (4.85%)	QlikView
5	5 (4.85%)	SQL Server Integration Services
5	5 (4.85%)	SQL Server Reporting Services
6	4 (3.88%)	MySQL
7	3 (2.91%)	Data Mining
7	3 (2.91%)	PostgreSQL
8	2 (1.94%)	BusinessObjects
8	2 (1.94%)	Lumira
8	2 (1.94%)	Microsoft Analysis Services
8	2 (1.94%)	MongoDB
8	2 (1.94%)	Oracle BI EE
8	2 (1.94%)	Relational Database
8	2 (1.94%)	Spotfire

Development Applications
1	2 (1.94%)	Oracle APEX
2	1 (0.97%)	Git (software)
2	1 (0.97%)	Jenkins
2	1 (0.97%)	JIRA
2	1 (0.97%)	Selenium
2	1 (0.97%)	SQL Server Management Studio (SSMS)
2	1 (0.97%)	Visual Studio

General
1	13 (12.62%)	Finance
2	8 (7.77%)	Banking
3	7 (6.80%)	Marketing
4	4 (3.88%)	Retail
5	3 (2.91%)	Pharmaceutical
6	2 (1.94%)	Games
6	2 (1.94%)	Legal
7	1 (0.97%)	Automotive
7	1 (0.97%)	Billing
7	1 (0.97%)	Electronics
7	1 (0.97%)	Law
7	1 (0.97%)	Manufacturing

Job Titles
1	36 (34.95%)	Data Scientist
2	12 (11.65%)	Analyst
2	12 (11.65%)	Machine Learning Researcher
3	7 (6.80%)	Head of Analytics
4	6 (5.83%)	Research Analyst
4	6 (5.83%)	SPSS Analyst
5	5 (4.85%)	Analytics Consultant
5	5 (4.85%)	Architect
5	5 (4.85%)	Consultant
5	5 (4.85%)	Project Manager
5	5 (4.85%)	Solutions Architect
5	5 (4.85%)	SQL Analyst
6	4 (3.88%)	Analytics Manager
6	4 (3.88%)	Head of Customer Analytics
6	4 (3.88%)	Head of Digital
6	4 (3.88%)	Head of Digital Analytics
6	4 (3.88%)	Head of Presales
6	4 (3.88%)	Head of Sales
6	4 (3.88%)	Presales Manager
6	4 (3.88%)	Unified Communications Manager

Libraries, Frameworks & Software Standards
1	6 (5.83%)	.NET
1	6 (5.83%)	TensorFlow
2	4 (3.88%)	JSON
2	4 (3.88%)	Web Services
3	3 (2.91%)	HTML
4	2 (1.94%)	ASP.NET
4	2 (1.94%)	MDX
4	2 (1.94%)	NumPy
4	2 (1.94%)	XML
5	1 (0.97%)	AngularJS
5	1 (0.97%)	ASP.NET MVC
5	1 (0.97%)	CSS
5	1 (0.97%)	D3.js
5	1 (0.97%)	HTML5
5	1 (0.97%)	KnockoutJS
5	1 (0.97%)	POSIX
5	1 (0.97%)	React
5	1 (0.97%)	RESTful
5	1 (0.97%)	SignalR
5	1 (0.97%)	WCF

Miscellaneous
1	29 (28.16%)	Analytical Skills
2	26 (25.24%)	Computer Science
3	11 (10.68%)	Algorithms
4	7 (6.80%)	Foreign Exchange (FX)
5	5 (4.85%)	Data Centre
6	4 (3.88%)	Social Media
7	2 (1.94%)	Augmented Reality
7	2 (1.94%)	Internet of Things
7	2 (1.94%)	Management Information System
8	1 (0.97%)	Biotechnology
8	1 (0.97%)	e-Health
8	1 (0.97%)	Greenfield Project
8	1 (0.97%)	Grid Computing
8	1 (0.97%)	LIMS
8	1 (0.97%)	Online Games

Operating Systems
1	9 (8.74%)	Unix
2	8 (7.77%)	Linux
3	1 (0.97%)	Red Hat Enterprise Linux

Processes & Methodologies
1	63 (61.17%)	Machine Learning
2	43 (41.75%)	Mathematics
3	37 (35.92%)	Analytics
4	33 (32.04%)	Statistics
5	25 (24.27%)	Neural Network
6	24 (23.30%)	Physics
7	21 (20.39%)	Artificial Intelligence
8	19 (18.45%)	Visualisation
9	18 (17.48%)	Bayesian Methods
9	18 (17.48%)	Data Visualisation
9	18 (17.48%)	Deep Learning
9	18 (17.48%)	Economics
9	18 (17.48%)	Probabilistic Modelling
10	15 (14.56%)	Signal Processing
11	13 (12.62%)	Software Engineering
12	12 (11.65%)	Statistical Modelling
13	11 (10.68%)	Data Analysis
14	10 (9.71%)	Statistical Analysis
15	9 (8.74%)	Data Analytics
15	9 (8.74%)	Data Modelling

Programming Languages
1	78 (75.73%)	Python
2	54 (52.43%)	SQL
3	28 (27.18%)	MATLAB
4	23 (22.33%)	Java
5	18 (17.48%)	Julia
5	18 (17.48%)	Scala
6	6 (5.83%)	Perl
7	5 (4.85%)	C#
8	3 (2.91%)	JavaScript
8	3 (2.91%)	T-SQL
8	3 (2.91%)	VB.NET
8	3 (2.91%)	VBA
9	2 (1.94%)	C
9	2 (1.94%)	C++
9	2 (1.94%)	PL/SQL
10	1 (0.97%)	Go
10	1 (0.97%)	Haskell
10	1 (0.97%)	Ruby

Qualifications
1	41 (39.81%)	PhD
2	21 (20.39%)	Degree
3	15 (14.56%)	Security Cleared
4	5 (4.85%)	Numerate Degree
5	4 (3.88%)	CCDP
5	4 (3.88%)	Cisco Certification
6	3 (2.91%)	Computer Science Degree
7	1 (0.97%)	CISSP
7	1 (0.97%)	GSEC

Quality Assurance & Compliance
1	5 (4.85%)	Data Quality
2	1 (0.97%)	PMO
2	1 (0.97%)	QA

System Software
1	4 (3.88%)	Apache Flume
2	2 (1.94%)	Docker
3	1 (0.97%)	KVM
3	1 (0.97%)	LXC
3	1 (0.97%)	Slurm Workload Manager
3	1 (0.97%)	Xen

Systems Management
1	1 (0.97%)	Kibana
1	1 (0.97%)	Mesos
1	1 (0.97%)	Opscode Chef

Vendors
1	14 (13.59%)	Oracle
2	10 (9.71%)	Tableau
3	8 (7.77%)	Microsoft
4	5 (4.85%)	Cisco
4	5 (4.85%)	Teradata
5	4 (3.88%)	EMC
5	4 (3.88%)	HP
5	4 (3.88%)	VMware
6	3 (2.91%)	Alteryx
7	1 (0.97%)	Cloudera
7	1 (0.97%)	Minitab
7	1 (0.97%)	Pegasus
7	1 (0.97%)	Red Hat
7	1 (0.97%)	Vertica