R Contract Job Trends

R
UK

The table below provides summary statistics and contractor rates for jobs requiring R skills. It covers contract job vacancies from the 6 months leading up to 18 January 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Jan 2026
Same period 2025 Same period 2024
Rank 420 327 371
Rank change year-on-year -93 +44 +56
Contract jobs citing R 169 207 231
As % of all contract jobs in the UK 0.46% 0.65% 0.53%
As % of the Programming Languages category 1.48% 1.97% 1.77%
Number of daily rates quoted 106 112 167
10th Percentile £279 £310 £314
25th Percentile £400 £384 £393
Median daily rate (50th Percentile) £496 £515 £525
Median % change year-on-year -3.69% -1.90% -4.55%
75th Percentile £598 £641 £638
90th Percentile £688 £800 £763
UK excluding London median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 6 9 14
10th Percentile £21.67 £21.02 £25.42
25th Percentile £23.43 £21.25 £28.43
Median hourly rate £26.46 £28.50 £40.32
Median % change year-on-year -7.17% -29.31% +55.06%
75th Percentile £29.69 £53.75 £48.44
90th Percentile £31.88 £55.15 £49.63
UK excluding London median hourly rate £25.42 £22.50 £47.50
% change year-on-year +12.96% -52.63% +122.85%

All Programming Languages
UK

R falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills.

Contract vacancies with a requirement for coding skills 11,397 10,504 13,066
As % of all contract IT jobs advertised in the UK 30.69% 33.09% 30.20%
Number of daily rates quoted 7,562 6,662 9,241
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% -3.17%
75th Percentile £615 £640 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £483 £491 £500
% change year-on-year -1.47% -1.90% -2.44%
Number of hourly rates quoted 410 247 444
10th Percentile £35.93 £21.25 £35.15
25th Percentile £52.50 £35.38 £46.25
Median hourly rate £65.00 £62.50 £61.72
Median % change year-on-year +4.00% +1.26% -2.03%
75th Percentile £68.75 £68.00 £70.00
90th Percentile £75.00 £85.00 £78.00
UK excluding London median hourly rate £65.00 £63.00 £63.75
% change year-on-year +3.17% -1.18% -1.92%

R
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing R relative to all contract IT jobs advertised.

R job vacancy trend in the UK

R
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing R.

Contractor daily rate distribution trend for jobs in the UK citing R

R
Daily Rate Histogram

Daily rate distribution for jobs citing R over the 6 months to 18 January 2026.

Daily rate histogram for R in the UK

R
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing R.

Contractor hourly rate distribution trend for jobs in the UK citing R

R
Top 14 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing R within the UK over the 6 months to 18 January 2026. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -74 152 £500 -4.76% 224
London -34 78 £510 -7.27% 70
UK excluding London -74 68 £500 +5.26% 207
Work from Home -3 57 £510 -0.49% 37
South East -19 20 £600 +17.07% 64
Midlands -41 19 £435 +22.19% 24
North of England -48 14 £479 +34.41% 52
East Midlands -17 12 £385 +20.88% 15
North West -22 12 £492 +38.20% 27
East of England -13 8 £641 -1.38% 26
West Midlands -37 7 £475 - 9
Wales +1 5 £366 - 11
South West -14 2 - - 18
Yorkshire - 2 £450 - 15

R
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 22 (13.02%) Apache Spark
2 16 (9.47%) SAS
3 8 (4.73%) SharePoint
4 5 (2.96%) Apache Airflow
5 4 (2.37%) Apache
6 3 (1.78%) Confluence
7 1 (0.59%) Jupyter
Applications
1 22 (13.02%) Microsoft Excel
2 9 (5.33%) Microsoft Office
2 9 (5.33%) Microsoft PowerPoint
3 1 (0.59%) Chatbot
3 1 (0.59%) ProjectWise
Business Applications
1 1 (0.59%) Distributed Ledger
1 1 (0.59%) Salesforce CRM
1 1 (0.59%) SAP ERP
1 1 (0.59%) SAP IBP
1 1 (0.59%) SAP S/4HANA
1 1 (0.59%) Workday HCM
Cloud Services
1 66 (39.05%) Power Platform
2 51 (30.18%) Azure
3 36 (21.30%) AWS
4 23 (13.61%) GCP
5 9 (5.33%) Power Automate
5 9 (5.33%) PowerApps
6 8 (4.73%) Azure Synapse Analytics
7 7 (4.14%) Azure Data Factory
7 7 (4.14%) Azure Machine Learning
7 7 (4.14%) Snowflake
8 5 (2.96%) Azure DevOps
8 5 (2.96%) Microsoft Purview
9 4 (2.37%) Azure AKS
10 3 (1.78%) Amazon Bedrock
10 3 (1.78%) Copilot Studio
10 3 (1.78%) dbt
11 2 (1.18%) Amazon EMR
11 2 (1.18%) AWS Lambda
11 2 (1.18%) OpenShift
11 2 (1.18%) Serverless
Communications & Networking
1 2 (1.18%) 2G
1 2 (1.18%) 5G
1 2 (1.18%) LTE
1 2 (1.18%) Mobile Backhaul
1 2 (1.18%) VoIP
Database & Business Intelligence
1 66 (39.05%) Power BI
2 45 (26.63%) Tableau
3 21 (12.43%) Big Data
3 21 (12.43%) Data Warehouse
4 15 (8.88%) Hadoop
5 12 (7.10%) Data Lake
6 8 (4.73%) Data Mining
6 8 (4.73%) Looker
6 8 (4.73%) Power Query
7 7 (4.14%) Delta Lake
7 7 (4.14%) Metadata
7 7 (4.14%) NoSQL
8 6 (3.55%) Relational Database
8 6 (3.55%) Spark SQL
9 5 (2.96%) Amazon Redshift
9 5 (2.96%) SQL Server
10 3 (1.78%) BigQuery
10 3 (1.78%) Enterprise Data Warehouse
10 3 (1.78%) Impala
10 3 (1.78%) Spotfire
Development Applications
1 13 (7.69%) Git
2 6 (3.55%) Jenkins
3 4 (2.37%) JIRA
3 4 (2.37%) MLflow
4 2 (1.18%) GoCD
4 2 (1.18%) SonarQube
4 2 (1.18%) Sonatype Nexus
4 2 (1.18%) TeamCity
5 1 (0.59%) Bitbucket
5 1 (0.59%) Maven
5 1 (0.59%) RStudio
General
1 59 (34.91%) Social Skills
2 52 (30.77%) Analytical Skills
3 45 (26.63%) Finance
4 18 (10.65%) Marketing
5 16 (9.47%) Public Sector
6 14 (8.28%) Pharmaceutical
7 13 (7.69%) Banking
8 6 (3.55%) Organisational Skills
9 5 (2.96%) Manufacturing
10 3 (1.78%) Documentation Skills
10 3 (1.78%) Inclusion and Diversity
10 3 (1.78%) Legal
11 2 (1.18%) Influencing Skills
11 2 (1.18%) Local Government
11 2 (1.18%) Presentation Skills
11 2 (1.18%) Retail
11 2 (1.18%) Telecoms
12 1 (0.59%) Corporate Banking
12 1 (0.59%) Private Banking
12 1 (0.59%) Retail Banking
Job Titles
1 42 (24.85%) Data Scientist
2 34 (20.12%) Analyst
3 25 (14.79%) Data Analyst
4 21 (12.43%) Senior
5 18 (10.65%) Data Engineer
6 16 (9.47%) Developer
7 11 (6.51%) Architect
8 9 (5.33%) Lead
9 8 (4.73%) Senior Data Scientist
9 8 (4.73%) Software Engineer
10 7 (4.14%) Business Intelligence Developer
11 6 (3.55%) Azure Engineer
11 6 (3.55%) Consultant
11 6 (3.55%) Power BI Developer
12 5 (2.96%) Business Analyst
13 4 (2.37%) Artificial Intelligence Engineer
13 4 (2.37%) Machine Learning Engineer
13 4 (2.37%) Senior Analyst
13 4 (2.37%) SQL Analyst
13 4 (2.37%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (7.69%) TensorFlow
2 11 (6.51%) scikit-learn
3 10 (5.92%) Pandas
3 10 (5.92%) PyTorch
4 9 (5.33%) PySpark
5 6 (3.55%) Kafka
6 5 (2.96%) YAML
7 4 (2.37%) Keras
7 4 (2.37%) LangChain
8 3 (1.78%) FastAPI
8 3 (1.78%) Hugging Face
8 3 (1.78%) JSON
8 3 (1.78%) Shiny
9 2 (1.18%) Matplotlib
9 2 (1.18%) Node.js
9 2 (1.18%) NumPy
9 2 (1.18%) REST
9 2 (1.18%) SciPy
9 2 (1.18%) Seaborn
9 2 (1.18%) XGBoost
Miscellaneous
1 12 (7.10%) Algorithms
1 12 (7.10%) Credit Risk
2 9 (5.33%) Self-Motivation
3 7 (4.14%) Data Structures
4 6 (3.55%) Cloud Native
5 5 (2.96%) Management Information System
5 5 (2.96%) Product Ownership
6 4 (2.37%) NHS
7 3 (1.78%) Analytical Mindset
7 3 (1.78%) IoT
7 3 (1.78%) Multi-touch
8 2 (1.18%) AI Agents
8 2 (1.18%) Distributed Computing
8 2 (1.18%) Genomics
8 2 (1.18%) Hybrid Cloud
8 2 (1.18%) Mobile App
8 2 (1.18%) Onboarding
9 1 (0.59%) Greenfield Project
9 1 (0.59%) Legacy Systems
9 1 (0.59%) Pricing Data
Operating Systems
1 3 (1.78%) Linux
2 1 (0.59%) Windows
Processes & Methodologies
1 84 (49.70%) Data Science
2 80 (47.34%) Analytics
3 68 (40.24%) Business Intelligence
4 66 (39.05%) Machine Learning
5 59 (34.91%) Visualisation
6 44 (26.04%) Decision-Making
7 42 (24.85%) Data Analysis
8 40 (23.67%) Problem-Solving
9 39 (23.08%) Data Modelling
10 35 (20.71%) Agile
11 33 (19.53%) Data Visualisation
12 32 (18.93%) Actionable Insight
12 32 (18.93%) Statistical Modelling
13 29 (17.16%) Data Governance
14 27 (15.98%) Validation
15 25 (14.79%) AI
15 25 (14.79%) CI/CD
16 21 (12.43%) Data Analytics
17 19 (11.24%) Data Pipeline
17 19 (11.24%) Stakeholder Management
Programming Languages
1 161 (95.27%) Python
2 117 (69.23%) SQL
3 14 (8.28%) Java
4 11 (6.51%) C++
5 9 (5.33%) Data Analysis Expressions
5 9 (5.33%) Scala
6 7 (4.14%) MATLAB
7 6 (3.55%) JavaScript
8 4 (2.37%) PL/SQL
8 4 (2.37%) VBA
9 3 (1.78%) Go
10 2 (1.18%) Ada
10 2 (1.18%) C#
10 2 (1.18%) Rust
10 2 (1.18%) TypeScript
11 1 (0.59%) C
11 1 (0.59%) Fortran
11 1 (0.59%) Korn
11 1 (0.59%) LookML
11 1 (0.59%) SAS Macro
Qualifications
1 30 (17.75%) Degree
2 23 (13.61%) Security Cleared
3 17 (10.06%) SC Cleared
4 12 (7.10%) Computer Science Degree
5 7 (4.14%) BPSS Clearance
5 7 (4.14%) Master's Degree
6 4 (2.37%) Microsoft Certification
6 4 (2.37%) PhD
7 3 (1.78%) Azure Certification
8 2 (1.18%) MCP
8 2 (1.18%) Tableau Certification
9 1 (0.59%) ACCA
9 1 (0.59%) CFA
9 1 (0.59%) CIMA
9 1 (0.59%) CTC Cleared
9 1 (0.59%) DBS Check
9 1 (0.59%) GIAC
9 1 (0.59%) Numerate Degree
9 1 (0.59%) Postgraduate
Quality Assurance & Compliance
1 25 (14.79%) Data Quality
2 6 (3.55%) GDPR
2 6 (3.55%) QA
3 4 (2.37%) Actionable Recommendations
4 2 (1.18%) Accessibility
4 2 (1.18%) PCI DSS
5 1 (0.59%) IFRS
5 1 (0.59%) IFRS 9
5 1 (0.59%) Sarbanes-Oxley
5 1 (0.59%) WCAG
System Software
1 11 (6.51%) Docker
2 2 (1.18%) HDFS
3 1 (0.59%) Lustre
3 1 (0.59%) Slurm Workload Manager
Systems Management
1 12 (7.10%) Kubernetes
2 2 (1.18%) Ansible
2 2 (1.18%) rkt
2 2 (1.18%) Terraform
3 1 (0.59%) Packer
3 1 (0.59%) Progress Chef
Vendors
1 26 (15.38%) Databricks
2 21 (12.43%) Microsoft
3 8 (4.73%) Oracle
4 7 (4.14%) Pega
5 4 (2.37%) OpenAI
5 4 (2.37%) SAP
6 3 (1.78%) Cognos
6 3 (1.78%) Google
6 3 (1.78%) Informatica
6 3 (1.78%) ServiceNow
6 3 (1.78%) Splunk
6 3 (1.78%) TIBCO
7 2 (1.18%) Adobe
7 2 (1.18%) Alteryx
7 2 (1.18%) Amplitude
7 2 (1.18%) Dynatrace
7 2 (1.18%) Red Hat
8 1 (0.59%) Arqiva
8 1 (0.59%) Cribl.io
8 1 (0.59%) TikTok