Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 3 July 2022 with a comparison to the same period in the previous 2 years.

R
England > North East
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 106 100 77
Rank change year-on-year -6 -23 +28
Permanent jobs citing R 12 3 9
As % of all permanent jobs advertised in the North East 0.72% 0.26% 0.98%
As % of the Programming Languages category 1.69% 0.53% 2.04%
Number of salaries quoted 11 3 6
10th Percentile - - £49,375
25th Percentile £40,749 - £50,938
Median annual salary (50th Percentile) £48,872 £45,000 £58,750
Median % change year-on-year +8.60% -23.40% +34.29%
75th Percentile £65,997 £47,500 £70,938
90th Percentile £85,000 £49,000 £73,750
England median annual salary £60,000 £57,500 £65,000
% change year-on-year +4.35% -11.54% +8.33%

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 the North East with a requirement for coding skills.

All Programming Languages
North East
Permanent vacancies with a requirement for coding skills 709 568 442
As % of all permanent IT jobs advertised in the North East 42.48% 48.84% 48.20%
Number of salaries quoted 559 481 360
10th Percentile £30,000 £30,000 £26,250
25th Percentile £35,000 £33,750 £32,500
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% +1.19%
75th Percentile £60,000 £57,500 £50,000
90th Percentile £82,500 £65,000 £55,125
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

R
Job Vacancy Trend in the North East

Job postings citing R as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for R in the North East

R
Salary Trend in the North East

3-month moving average salary quoted in jobs citing R in the North East.

Salary trend for R in the North East

R
Salary Histogram in the North East

Salary distribution for jobs citing R in the North East over the 6 months to 3 July 2022.

Salary histogram for R in the North East

R
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the North East region over the 6 months to 3 July 2022. 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
Jobs
Tyne and Wear +1 11 £48,872 +8.60% 1
Durham - 1 - -
R
England

For the 6 months to 3 July 2022, 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 North East region with a requirement for R.

1 12 (100.00%) Python
2 8 (66.67%) SQL
2 8 (66.67%) Data Science
3 7 (58.33%) Machine Learning
4 6 (50.00%) Java
4 6 (50.00%) Data Engineering
5 5 (41.67%) Business Intelligence
5 5 (41.67%) Statistics
5 5 (41.67%) Big Data
5 5 (41.67%) Analytics
6 4 (33.33%) Mentoring
6 4 (33.33%) Analytical Skills
6 4 (33.33%) Tableau
6 4 (33.33%) Degree
6 4 (33.33%) Mathematics
6 4 (33.33%) Computer Science
6 4 (33.33%) Artificial Intelligence
6 4 (33.33%) PhD
6 4 (33.33%) Power BI
6 4 (33.33%) Creative Problem-Solving
6 4 (33.33%) Numerate Degree
6 4 (33.33%) Problem-Solving
6 4 (33.33%) Power Platform
7 3 (25.00%) Data Pipeline
7 3 (25.00%) Algorithms
7 3 (25.00%) Data Management
7 3 (25.00%) Data Governance
7 3 (25.00%) AWS
7 3 (25.00%) Apache Hive
7 3 (25.00%) Data Integration

R
Co-occurring IT Skills in the North East 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 3 (25.00%) Apache Spark
2 2 (16.67%) Apache
Cloud Services
1 4 (33.33%) Power Platform
2 3 (25.00%) AWS
3 2 (16.67%) Amazon Kinesis
3 2 (16.67%) Azure
3 2 (16.67%) Azure Cosmos DB
3 2 (16.67%) Azure Data Factory
3 2 (16.67%) Azure DevOps
3 2 (16.67%) Azure Service Bus
3 2 (16.67%) Azure Synapse Analytics
3 2 (16.67%) Google Analytics
4 1 (8.33%) Amazon S3
4 1 (8.33%) Amazon SageMaker
Database & Business Intelligence
1 5 (41.67%) Big Data
2 4 (33.33%) Power BI
2 4 (33.33%) Tableau
3 3 (25.00%) Apache Hive
3 3 (25.00%) Hadoop
4 2 (16.67%) Azure SQL Data Warehouse
4 2 (16.67%) Data Lake
4 2 (16.67%) Data Warehouse
4 2 (16.67%) KNIME
4 2 (16.67%) Metadata
4 2 (16.67%) NoSQL
4 2 (16.67%) Presto
4 2 (16.67%) Relational Database
4 2 (16.67%) Semantic Layer
5 1 (8.33%) Amazon Redshift
Development Applications
1 2 (16.67%) Git (software)
1 2 (16.67%) Jenkins
General
1 4 (33.33%) Analytical Skills
2 2 (16.67%) Finance
2 2 (16.67%) Marketing
3 1 (8.33%) Social Skills
Job Titles
1 3 (25.00%) Analyst
1 3 (25.00%) Data Engineer
2 2 (16.67%) Marketing Analyst
2 2 (16.67%) Senior Analyst
2 2 (16.67%) Senior Marketing Analyst
3 1 (8.33%) Data Analyst
3 1 (8.33%) Data Manager
3 1 (8.33%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (16.67%) Apache Beam
1 2 (16.67%) Apache NiFi
1 2 (16.67%) JMS
1 2 (16.67%) Kafka
1 2 (16.67%) Samza
1 2 (16.67%) Spark Streaming
Miscellaneous
1 3 (25.00%) Algorithms
2 2 (16.67%) Data Structures
3 1 (8.33%) Data Protection Act
Processes & Methodologies
1 8 (66.67%) Data Science
2 7 (58.33%) Machine Learning
3 6 (50.00%) Data Engineering
4 5 (41.67%) Analytics
4 5 (41.67%) Business Intelligence
4 5 (41.67%) Statistics
5 4 (33.33%) Artificial Intelligence
5 4 (33.33%) Computer Science
5 4 (33.33%) Creative Problem-Solving
5 4 (33.33%) Mathematics
5 4 (33.33%) Mentoring
5 4 (33.33%) Problem-Solving
6 3 (25.00%) Data Governance
6 3 (25.00%) Data Integration
6 3 (25.00%) Data Management
6 3 (25.00%) Data Pipeline
7 2 (16.67%) Digital Marketing
7 2 (16.67%) Release Management
7 2 (16.67%) Test Automation
7 2 (16.67%) Visualisation
Programming Languages
1 12 (100.00%) Python
2 8 (66.67%) SQL
3 6 (50.00%) Java
4 2 (16.67%) C++
4 2 (16.67%) Scala
4 2 (16.67%) T-SQL
Qualifications
1 4 (33.33%) Degree
1 4 (33.33%) Numerate Degree
1 4 (33.33%) PhD
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
System Software
1 2 (16.67%) Docker
Systems Management
1 2 (16.67%) Ansible
1 2 (16.67%) Kubernetes
1 2 (16.67%) Puppet
Vendors
1 2 (16.67%) Alteryx
1 2 (16.67%) Databricks
1 2 (16.67%) Google
2 1 (8.33%) Sage