The table below looks at the statistics for R skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited R over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
R
North West / Manchester
Rank 167 167 186
Rank change year-on-year
0 +19
Permanent jobs citing R 32 12 6
As % of all permanent IT jobs located in Manchester 0.87% 0.38% 0.15%
As % of the Programming Languages category 1.45% 0.77% 0.30%
Number of salaries quoted 26 4 6
Median salary £42,000 £60,000 £48,750
Median salary % change year-on-year
-30.00% +23.07%
90% offered a salary of more than £30,000 £33,050 £45,000
10% offered a salary of more than £60,000 £63,500 £55,000
UK excluding London median salary £45,000 £50,000 £45,000
% change year-on-year
-10.00% +11.11%

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Manchester region.

Programming Languages Category
Manchester
Permanent IT job ads with a match in the
Programming Languages category
2214 1564 2012
As % of all permanent IT jobs located in Manchester 60.34% 48.94% 51.21%
Number of salaries quoted 1940 1353 1812
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £28,000 £29,000 £27,500
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

R
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing R as a proportion of all IT jobs with a match in the Programming Languages category.

R Jobs Demand Trend in Manchester

R
Salary Trend in Manchester

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

R Salary Trend in Manchester

R
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing R across the Manchester region over the 3 months to 23 January 2017.

R Salary Histogram in Manchester

R
Top 30 Related IT Skills in Manchester

For the 6 months to 23 January 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 Manchester region with a requirement for R.

1 60 (89.55%) Python
2 48 (71.64%) Analytics
3 46 (68.66%) Machine Learning
4 40 (59.70%) SQL
5 35 (52.24%) Big Data
6 32 (47.76%) Statistics
7 26 (38.81%) Data Mining
8 25 (37.31%) PhD
9 24 (35.82%) SAS
9 24 (35.82%) Data Analysis
10 23 (34.33%) Mathematics
10 23 (34.33%) Hadoop
11 21 (31.34%) Data Analytics
12 20 (29.85%) NoSQL
12 20 (29.85%) MATLAB
13 19 (28.36%) Algorithms
14 18 (26.87%) Computer Science
15 17 (25.37%) Stata
16 15 (22.39%) SQL Server
16 15 (22.39%) Degree
17 14 (20.90%) Marketing
17 14 (20.90%) Stochastic Modelling
17 14 (20.90%) Statistical Modelling
17 14 (20.90%) Relational Database
18 13 (19.40%) Analytical Skills
18 13 (19.40%) Cluster Analysis
19 12 (17.91%) Neural Network
19 12 (17.91%) SPSS
19 12 (17.91%) Bayesian Methods
20 11 (16.42%) Cloudera

R
Top Related IT Skills in Manchester 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 24 (35.82%) SAS
2 8 (11.94%) Apache Spark
3 2 (2.99%) Apache Pig
4 1 (1.49%) Apache
Applications
1 17 (25.37%) Stata
2 12 (17.91%) SPSS
3 4 (5.97%) S-PLUS
Business Applications
1 4 (5.97%) SAP AFS
1 4 (5.97%) SAP CO
1 4 (5.97%) SAP FI
1 4 (5.97%) SAP FI/CO
2 1 (1.49%) SAP Oil and Gas
Cloud Services
1 3 (4.48%) Microsoft Azure
2 2 (2.99%) Azure Machine Learning
2 2 (2.99%) PaaS
3 1 (1.49%) Amazon AWS
3 1 (1.49%) Google Analytics
Communications & Networking
1 2 (2.99%) Internet
2 1 (1.49%) DNS
Database & Business Intelligence
1 35 (52.24%) Big Data
2 26 (38.81%) Data Mining
3 23 (34.33%) Hadoop
4 20 (29.85%) NoSQL
5 15 (22.39%) SQL Server
6 14 (20.90%) Relational Database
7 7 (10.45%) MongoDB
8 5 (7.46%) SQL Server 2016
9 4 (5.97%) Apache Hive
9 4 (5.97%) Spotfire
10 3 (4.48%) Apache Cassandra
10 3 (4.48%) RDBMS
11 2 (2.99%) Azure SQL Database
11 2 (2.99%) HBase
11 2 (2.99%) QlikView
12 1 (1.49%) Amazon QuickSight
12 1 (1.49%) Data Lake
12 1 (1.49%) Qlik Sense
12 1 (1.49%) SQL Server Analysis Services
12 1 (1.49%) SQL Server Reporting Services
Development Applications
1 2 (2.99%) Fiddler
2 1 (1.49%) SQL Server Management Studio (SSMS)
2 1 (1.49%) Visual Website Optimizer
General
1 14 (20.90%) Marketing
2 6 (8.96%) Finance
3 1 (1.49%) Electronics
3 1 (1.49%) Games
3 1 (1.49%) Manufacturing
3 1 (1.49%) Retail
3 1 (1.49%) Telecoms
Job Titles
1 38 (56.72%) Data Scientist
2 10 (14.93%) Senior Data Scientist
3 6 (8.96%) Administrator
3 6 (8.96%) DBA
3 6 (8.96%) SQL DBA
4 5 (7.46%) Developer
5 4 (5.97%) Analytics Manager
5 4 (5.97%) Consultant
5 4 (5.97%) Data Analytics Manager
5 4 (5.97%) Data Manager
5 4 (5.97%) Machine Learning Engineer
5 4 (5.97%) MATLAB Engineer
5 4 (5.97%) SAP CO Consultant
5 4 (5.97%) SAP Consultant
5 4 (5.97%) SAP Developer
5 4 (5.97%) SAP FI Consultant
5 4 (5.97%) SAP FI/CO Consultant
6 3 (4.48%) Analyst
6 3 (4.48%) Junior
6 3 (4.48%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 6 (8.96%) Celery
1 6 (8.96%) Django
2 4 (5.97%) Natural Language Processing
3 2 (2.99%) ASP.NET Web API
3 2 (2.99%) COM
3 2 (2.99%) Entity Framework
3 2 (2.99%) RESTful
3 2 (2.99%) WPF
4 1 (1.49%) D3.js
4 1 (1.49%) REST
Miscellaneous
1 32 (47.76%) Statistics
2 23 (34.33%) Mathematics
3 19 (28.36%) Algorithms
4 18 (26.87%) Computer Science
5 13 (19.40%) Analytical Skills
6 12 (17.91%) Neural Network
7 11 (16.42%) Physics
8 10 (14.93%) Visualisation
9 5 (7.46%) Data Protection Act
10 4 (5.97%) CUDA
10 4 (5.97%) Data Extraction
11 3 (4.48%) Economics
11 3 (4.48%) Social Media
12 2 (2.99%) Artificial Intelligence
13 1 (1.49%) Mobile Games
13 1 (1.49%) Psychology
13 1 (1.49%) User Experience
Operating Systems
1 8 (11.94%) Linux
2 2 (2.99%) Unix
Processes & Methodologies
1 48 (71.64%) Analytics
2 46 (68.66%) Machine Learning
3 24 (35.82%) Data Analysis
4 21 (31.34%) Data Analytics
5 14 (20.90%) Statistical Modelling
5 14 (20.90%) Stochastic Modelling
6 13 (19.40%) Cluster Analysis
7 12 (17.91%) Bayesian Methods
8 11 (16.42%) Business Intelligence
9 10 (14.93%) Neuroscience
10 9 (13.43%) Predictive Modelling
11 8 (11.94%) Data Modelling
11 8 (11.94%) E-Commerce
11 8 (11.94%) Mentoring
12 7 (10.45%) Agile Software Development
12 7 (10.45%) Statistical Analysis
13 6 (8.96%) Validation
14 5 (7.46%) Data Security
14 5 (7.46%) Disaster Recovery
14 5 (7.46%) Stakeholder Management
Programming Languages
1 60 (89.55%) Python
2 40 (59.70%) SQL
3 20 (29.85%) MATLAB
4 11 (16.42%) Perl
5 8 (11.94%) Scala
6 7 (10.45%) C++
6 7 (10.45%) Java
7 5 (7.46%) C
8 4 (5.97%) ABAP
8 4 (5.97%) C#
Qualifications
1 25 (37.31%) PhD
2 15 (22.39%) Degree
Quality Assurance & Compliance
1 3 (4.48%) Data Quality
Vendors
1 11 (16.42%) Cloudera
2 7 (10.45%) Tableau
3 6 (8.96%) Hortonworks
4 5 (7.46%) SAP
5 3 (4.48%) Microsoft
6 2 (2.99%) Splunk
7 1 (1.49%) Google
7 1 (1.49%) Optimizely
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