Data Science Contracts in England

Data Science
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Data Science skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Science over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 138 175 201
Rank change year-on-year +37 +26 -26
Contract jobs citing Data Science 511 503 670
As % of all contract jobs advertised in England 2.10% 1.35% 1.33%
As % of the Processes & Methodologies category 2.30% 1.56% 1.47%
Number of daily rates quoted 357 365 425
10th Percentile £362 £361 £414
25th Percentile £436 £450 £488
Median daily rate (50th Percentile) £550 £542 £550
Median % change year-on-year +1.57% -1.55% -6.78%
75th Percentile £675 £675 £688
90th Percentile £788 £750 £775
UK median daily rate £548 £525 £550
% change year-on-year +4.29% -4.55% -5.17%
Number of hourly rates quoted 18 15 21
10th Percentile £21.25 £23.53 £19.00
25th Percentile £22.13 £27.08 £19.25
Median hourly rate £25.50 £42.50 £35.00
Median % change year-on-year -40.00% +21.43% -16.67%
75th Percentile £29.69 £53.75 £52.75
90th Percentile £65.80 £68.75 £57.50
UK median hourly rate £25.47 £35.50 £28.58
% change year-on-year -28.27% +24.21% -23.79%

All Process and Methodology Skills
England

Data Science falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Data Science
Job Vacancy Trend in England

Job postings citing Data Science as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Science in England

Data Science
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Science in England.

Daily rate trend for Data Science in England

Data Science
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Science in England over the 6 months to 1 May 2025.

Daily rate histogram for Data Science in England

Data Science
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Science in England.

Hourly rate trend for Data Science in England

Data Science
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Science in England over the 6 months to 1 May 2025.

Hourly rate histogram for Data Science in England

Data Science
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Science within the England region over the 6 months to 1 May 2025. 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
London +21 339 £550 - 1,416
North of England +24 42 £500 +2.56% 216
South East +43 30 £478 +0.53% 405
East of England +32 30 £613 +11.36% 90
South West +57 27 £633 +5.42% 95
North West +18 24 £475 -2.56% 128
Yorkshire +9 14 £550 +12.24% 70
Midlands +8 14 £459 -5.85% 117
West Midlands +3 10 £531 +8.97% 72
East Midlands +7 4 £459 +22.40% 38
North East +3 4 £379 - 18
Data Science
UK

Data Science
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 85 (16.63%) Apache Spark
2 27 (5.28%) Apache Airflow
3 23 (4.50%) Apache
4 10 (1.96%) Jupyter
5 9 (1.76%) nginx
5 9 (1.76%) SAS
6 7 (1.37%) Confluence
7 5 (0.98%) SharePoint
8 1 (0.20%) ArcGIS
8 1 (0.20%) CMS
8 1 (0.20%) IBM Domino
8 1 (0.20%) Luigi
8 1 (0.20%) Oracle Workflow
Applications
1 24 (4.70%) Microsoft Excel
2 7 (1.37%) MS Visio
3 6 (1.17%) Microsoft Office
4 5 (0.98%) Adobe XD
4 5 (0.98%) Microsoft PowerPoint
4 5 (0.98%) Sketch
5 2 (0.39%) Chatbot
5 2 (0.39%) CPLEX
5 2 (0.39%) Microsoft Project
Business Applications
1 2 (0.39%) Payment Gateway
2 1 (0.20%) Oracle 11i
Cloud Services
1 175 (34.25%) Azure
2 152 (29.75%) AWS
3 69 (13.50%) Power Platform
4 64 (12.52%) GCP
5 37 (7.24%) Amazon S3
6 35 (6.85%) GitHub
7 31 (6.07%) Serverless
8 29 (5.68%) Azure Data Factory
9 28 (5.48%) Snowflake
10 26 (5.09%) AWS Lambda
11 24 (4.70%) Amazon SageMaker
12 20 (3.91%) Azure Machine Learning
13 19 (3.72%) GitHub Actions
14 16 (3.13%) Azure Synapse Analytics
15 15 (2.94%) Azure DevOps
15 15 (2.94%) Cloud Computing
16 12 (2.35%) Amazon EC2
16 12 (2.35%) dbt
16 12 (2.35%) SaaS
17 9 (1.76%) AWS CodeCommit
Communications & Networking
1 8 (1.57%) Firewall
2 6 (1.17%) HTTP
3 5 (0.98%) Reverse Proxy
3 5 (0.98%) TCP/IP
4 3 (0.59%) Cisco ISE
4 3 (0.59%) LAN
4 3 (0.59%) WAN
4 3 (0.59%) Wireless
5 2 (0.39%) 802.11
5 2 (0.39%) Bluetooth
5 2 (0.39%) Broadband
5 2 (0.39%) DOCSIS
5 2 (0.39%) Wi-Fi
5 2 (0.39%) ZigBee
6 1 (0.20%) DNS
Database & Business Intelligence
1 71 (13.89%) Tableau
2 68 (13.31%) Big Data
3 67 (13.11%) Power BI
4 60 (11.74%) Data Warehouse
5 57 (11.15%) Hadoop
6 36 (7.05%) Data Lake
7 30 (5.87%) Relational Database
8 25 (4.89%) Metadata
9 24 (4.70%) Data Mining
9 24 (4.70%) PostgreSQL
10 19 (3.72%) Amazon Redshift
10 19 (3.72%) BigQuery
11 18 (3.52%) NoSQL
11 18 (3.52%) SQL Server
12 14 (2.74%) Delta Lake
13 12 (2.35%) Apache Hive
13 12 (2.35%) Oracle Database
14 11 (2.15%) Amazon Athena
14 11 (2.15%) Data Vault
15 10 (1.96%) Looker
Development Applications
1 23 (4.50%) Git
2 15 (2.94%) JIRA
3 13 (2.54%) GitLab
4 10 (1.96%) ERwin
5 8 (1.57%) MLflow
6 7 (1.37%) Jenkins
7 5 (0.98%) Poetry
8 4 (0.78%) PowerDesigner
8 4 (0.78%) Terragrunt
9 2 (0.39%) Visual Studio
9 2 (0.39%) Visual Studio Code
10 1 (0.20%) Ant
10 1 (0.20%) Bitbucket
10 1 (0.20%) Cucumber
10 1 (0.20%) ER Studio
10 1 (0.20%) IBM UrbanCode
10 1 (0.20%) JUnit
10 1 (0.20%) SoapUI
10 1 (0.20%) SonarQube
10 1 (0.20%) Toad
General
1 134 (26.22%) Social Skills
2 128 (25.05%) Analytical Skills
3 101 (19.77%) Finance
4 50 (9.78%) Public Sector
5 42 (8.22%) Banking
6 29 (5.68%) Marketing
7 24 (4.70%) Retail
8 21 (4.11%) Investment Banking
8 21 (4.11%) Presentation Skills
9 16 (3.13%) Front Office
10 14 (2.74%) Financial Institution
11 13 (2.54%) Telecoms
12 9 (1.76%) Inclusion and Diversity
12 9 (1.76%) Legal
13 7 (1.37%) Military
13 7 (1.37%) Pharmaceutical
14 6 (1.17%) Influencing Skills
15 4 (0.78%) Documentation Skills
15 4 (0.78%) Organisational Skills
15 4 (0.78%) Police
Job Titles
1 144 (28.18%) Data Scientist
2 79 (15.46%) Senior
3 72 (14.09%) Data Engineer
4 56 (10.96%) Developer
5 37 (7.24%) Architect
6 34 (6.65%) Lead
7 29 (5.68%) Senior Data Scientist
8 27 (5.28%) Python Engineer
9 25 (4.89%) Analyst
10 19 (3.72%) Data Architect
11 18 (3.52%) Machine Learning Engineer
12 17 (3.33%) AWS Engineer
13 15 (2.94%) Data Science Developer
13 15 (2.94%) Senior Data Engineer
14 14 (2.74%) Senior Developer
15 13 (2.54%) Cloud Engineer
15 13 (2.54%) Data Analyst
16 12 (2.35%) Consultant
17 11 (2.15%) Head of Data Science
17 11 (2.15%) Python Developer
Libraries, Frameworks & Software Standards
1 60 (11.74%) Pandas
2 59 (11.55%) TensorFlow
3 51 (9.98%) NumPy
4 50 (9.78%) scikit-learn
5 49 (9.59%) PyTorch
6 36 (7.05%) PySpark
7 27 (5.28%) Kafka
8 23 (4.50%) React
9 21 (4.11%) Matplotlib
10 16 (3.13%) Seaborn
11 15 (2.94%) LangChain
12 12 (2.35%) pydantic
13 11 (2.15%) SciPy
14 10 (1.96%) OpenTelemetry
15 9 (1.76%) AngularJS
15 9 (1.76%) OpenCV
16 8 (1.57%) Hugging Face
17 7 (1.37%) FastAPI
17 7 (1.37%) HTML
17 7 (1.37%) Plotly
Miscellaneous
1 78 (15.26%) Algorithms
2 16 (3.13%) Product Ownership
3 15 (2.94%) Management Information System
4 13 (2.54%) Legacy Systems
4 13 (2.54%) Multi-touch
5 11 (2.15%) Distributed Computing
6 10 (1.96%) Analytical Mindset
6 10 (1.96%) Data Structures
7 9 (1.76%) Cloud Native
7 9 (1.76%) Greenfield Project
7 9 (1.76%) Onboarding
8 8 (1.57%) Credit Risk
9 7 (1.37%) Reference Data
10 6 (1.17%) Distributed Systems
10 6 (1.17%) FMCG
11 5 (0.98%) Data Protection Act
11 5 (0.98%) Equities
11 5 (0.98%) Public Cloud
11 5 (0.98%) Self-Motivation
12 4 (0.78%) Virtual Team
Operating Systems
1 22 (4.31%) Linux
2 9 (1.76%) Unix
3 8 (1.57%) Windows
4 1 (0.20%) AIX
4 1 (0.20%) Android
4 1 (0.20%) SUSE
Processes & Methodologies
1 255 (49.90%) Machine Learning
2 192 (37.57%) Analytics
3 190 (37.18%) Artificial Intelligence
4 136 (26.61%) Visualisation
5 126 (24.66%) Problem-Solving
6 95 (18.59%) Business Intelligence
7 94 (18.40%) Data Engineering
8 93 (18.20%) Data Pipeline
9 91 (17.81%) Data Analysis
9 91 (17.81%) Data Visualisation
10 90 (17.61%) Data Modelling
11 89 (17.42%) Computer Science
12 87 (17.03%) Agile
12 87 (17.03%) Decision-Making
13 79 (15.46%) CI/CD
14 75 (14.68%) ETL
15 72 (14.09%) DevOps
16 69 (13.50%) LLM
17 66 (12.92%) Generative AI
18 65 (12.72%) Data Governance
Programming Languages
1 332 (64.97%) Python
2 221 (43.25%) SQL
3 62 (12.13%) R
4 32 (6.26%) Scala
5 27 (5.28%) Java
6 21 (4.11%) JavaScript
7 13 (2.54%) TypeScript
8 9 (1.76%) C++
8 9 (1.76%) T-SQL
9 7 (1.37%) MATLAB
10 6 (1.17%) C#
10 6 (1.17%) Shell Script
11 5 (0.98%) Perl
11 5 (0.98%) PowerShell
12 4 (0.78%) Bash
12 4 (0.78%) Data Analysis Expressions
13 3 (0.59%) PL/SQL
14 2 (0.39%) Bicep
14 2 (0.39%) Go
14 2 (0.39%) VBA
Qualifications
1 109 (21.33%) Degree
2 72 (14.09%) Security Cleared
3 58 (11.35%) SC Cleared
4 33 (6.46%) Master's Degree
5 31 (6.07%) Computer Science Degree
5 31 (6.07%) PhD
6 14 (2.74%) AWS Certification
7 8 (1.57%) AWS Certified Solutions Architect
8 6 (1.17%) DV Cleared
9 4 (0.78%) Azure Certification
9 4 (0.78%) Microsoft Certification
10 3 (0.59%) Numerate Degree
10 3 (0.59%) PMI Certification
10 3 (0.59%) PMP
11 2 (0.39%) MBA
Quality Assurance & Compliance
1 81 (15.85%) Data Quality
2 18 (3.52%) QA
3 14 (2.74%) Accessibility
3 14 (2.74%) GDPR
4 6 (1.17%) Actionable Recommendations
5 5 (0.98%) California Consumer Privacy Act
6 4 (0.78%) Sarbanes-Oxley
7 2 (0.39%) PMO
8 1 (0.20%) EU AI Act
8 1 (0.20%) HIPAA
8 1 (0.20%) HL7
8 1 (0.20%) NIST
8 1 (0.20%) PCI DSS
8 1 (0.20%) SEPA
8 1 (0.20%) SLA
8 1 (0.20%) WCAG
System Software
1 35 (6.85%) Docker
2 3 (0.59%) Active Directory
3 2 (0.39%) HDFS
4 1 (0.20%) Tivoli Workload Scheduler
4 1 (0.20%) VMware Infrastructure
Systems Management
1 51 (9.98%) Terraform
2 42 (8.22%) Kubernetes
3 2 (0.39%) Ansible
3 2 (0.39%) Argo
3 2 (0.39%) Kubeflow
4 1 (0.20%) Grafana
4 1 (0.20%) Kustomize
4 1 (0.20%) Rancher
4 1 (0.20%) Tivoli
Vendors
1 81 (15.85%) Databricks
2 47 (9.20%) Microsoft
3 35 (6.85%) Google
4 28 (5.48%) Oracle
5 14 (2.74%) SAP
6 10 (1.96%) Dataiku
7 7 (1.37%) Salesforce
8 6 (1.17%) Adobe
8 6 (1.17%) OpenAI
8 6 (1.17%) ServiceNow
8 6 (1.17%) Sybase
9 5 (0.98%) Informatica
9 5 (0.98%) Virgin Media
10 4 (0.78%) Alteryx
10 4 (0.78%) MicroStrategy
10 4 (0.78%) Talend
11 3 (0.59%) Cisco
11 3 (0.59%) Planview
11 3 (0.59%) Sage
11 3 (0.59%) Workday