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 22 May 2025, comparing them to the same period in the previous two years.

6 months to
22 May 2025
Same period 2024 Same period 2023
Rank 141 173 195
Rank change year-on-year +32 +22 -13
Contract jobs citing Data Science 477 495 649
As % of all contract jobs advertised in England 1.99% 1.36% 1.35%
As % of the Processes & Methodologies category 2.18% 1.58% 1.50%
Number of daily rates quoted 323 357 411
10th Percentile £358 £354 £413
25th Percentile £425 £450 £497
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -3.16%
75th Percentile £675 £653 £700
90th Percentile £800 £750 £775
UK median daily rate £525 £538 £575
% change year-on-year -2.33% -6.52% -2.54%
Number of hourly rates quoted 16 15 20
10th Percentile £21.63 £21.44 £19.00
25th Percentile £22.66 £26.33 £20.10
Median hourly rate £25.50 £42.50 £35.00
Median % change year-on-year -40.00% +21.43% -21.35%
75th Percentile £35.94 £51.88 £53.84
90th Percentile £70.50 £68.75 £63.88
UK median hourly rate £25.50 £30.50 £35.00
% change year-on-year -16.39% -12.86% -16.67%

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 21,900 31,359 43,239
As % of all contract IT jobs advertised in England 91.28% 86.26% 90.08%
Number of daily rates quoted 14,297 20,563 30,348
10th Percentile £305 £300 £325
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +1.85%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £767
UK median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% +3.77%
Number of hourly rates quoted 932 2,244 1,528
10th Percentile £14.20 £12.92 £10.63
25th Percentile £18.47 £16.00 £16.02
Median hourly rate £28.75 £36.50 £36.77
Median % change year-on-year -21.23% -0.73% +47.08%
75th Percentile £61.69 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £28.00 £36.27 £36.00
% change year-on-year -22.81% +0.76% +40.19%

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 22 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 22 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 22 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 +22 309 £550 - 1,409
North of England +16 38 £475 -3.06% 279
East of England +36 35 £600 +11.63% 92
South East +39 30 £478 +0.53% 232
South West +40 21 £668 +27.14% 106
North West +7 20 £455 -6.67% 169
Midlands +1 15 £436 -10.62% 119
Yorkshire +8 13 £563 +7.14% 88
West Midlands +1 9 £406 -21.69% 68
North East +7 5 £379 - 24
East Midlands +2 4 £459 +22.40% 46
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 84 (17.61%) Apache Spark
2 29 (6.08%) Apache Airflow
3 20 (4.19%) Apache
4 11 (2.31%) Jupyter
5 8 (1.68%) nginx
6 6 (1.26%) Confluence
6 6 (1.26%) SAS
7 3 (0.63%) SharePoint
8 2 (0.42%) IBM Domino
8 2 (0.42%) OpenStack
9 1 (0.21%) ArcGIS
9 1 (0.21%) Luigi
9 1 (0.21%) Oracle Workflow
Applications
1 20 (4.19%) Microsoft Excel
2 8 (1.68%) MS Visio
3 7 (1.47%) Microsoft Office
4 5 (1.05%) Microsoft PowerPoint
5 4 (0.84%) Adobe XD
5 4 (0.84%) Chatbot
5 4 (0.84%) Sketch
6 3 (0.63%) Microsoft Project
7 1 (0.21%) SPSS
7 1 (0.21%) Stata
Business Applications
1 2 (0.42%) Oracle 11i
1 2 (0.42%) Payment Gateway
Cloud Services
1 168 (35.22%) Azure
2 159 (33.33%) AWS
3 66 (13.84%) Power Platform
4 60 (12.58%) GCP
5 37 (7.76%) GitHub
6 34 (7.13%) Amazon S3
7 32 (6.71%) Serverless
8 28 (5.87%) Snowflake
9 25 (5.24%) Amazon SageMaker
9 25 (5.24%) AWS Lambda
10 24 (5.03%) Azure Data Factory
11 22 (4.61%) GitHub Actions
12 17 (3.56%) Azure DevOps
13 16 (3.35%) Azure Machine Learning
14 15 (3.14%) Cloud Computing
15 14 (2.94%) dbt
16 12 (2.52%) Azure Synapse Analytics
17 11 (2.31%) AWS CloudFormation
17 11 (2.31%) SaaS
18 10 (2.10%) Amazon EC2
Communications & Networking
1 7 (1.47%) HTTP
2 6 (1.26%) Firewall
3 5 (1.05%) DNS
3 5 (1.05%) Reverse Proxy
3 5 (1.05%) TCP/IP
4 4 (0.84%) LAN
4 4 (0.84%) WAN
5 2 (0.42%) iSCSI
5 2 (0.42%) Network Security
5 2 (0.42%) SAN
6 1 (0.21%) Cisco ISE
6 1 (0.21%) Internet
6 1 (0.21%) Wireless
Database & Business Intelligence
1 69 (14.47%) Big Data
1 69 (14.47%) Tableau
2 64 (13.42%) Power BI
3 60 (12.58%) Data Warehouse
4 57 (11.95%) Hadoop
5 31 (6.50%) Data Lake
6 30 (6.29%) Relational Database
7 27 (5.66%) Metadata
8 23 (4.82%) PostgreSQL
9 21 (4.40%) Data Mining
10 20 (4.19%) NoSQL
10 20 (4.19%) SQL Server
11 18 (3.77%) Amazon Redshift
11 18 (3.77%) BigQuery
12 13 (2.73%) Delta Lake
13 12 (2.52%) Apache Hive
14 11 (2.31%) Data Vault
14 11 (2.31%) Oracle Database
15 10 (2.10%) Parquet
16 9 (1.89%) Looker
Development Applications
1 25 (5.24%) Git
2 18 (3.77%) JIRA
3 16 (3.35%) GitLab
4 12 (2.52%) MLflow
5 11 (2.31%) Jenkins
6 8 (1.68%) ERwin
7 5 (1.05%) Poetry
7 5 (1.05%) Terragrunt
8 4 (0.84%) PowerDesigner
9 3 (0.63%) TeamCity
10 2 (0.42%) Ant
10 2 (0.42%) JUnit
10 2 (0.42%) SoapUI
10 2 (0.42%) Toad
11 1 (0.21%) Bitbucket
11 1 (0.21%) CMake
11 1 (0.21%) Cucumber
11 1 (0.21%) Selenium
11 1 (0.21%) SonarQube
11 1 (0.21%) Visual Studio
General
1 133 (27.88%) Social Skills
2 121 (25.37%) Analytical Skills
3 104 (21.80%) Finance
4 42 (8.81%) Public Sector
5 37 (7.76%) Banking
6 27 (5.66%) Marketing
7 21 (4.40%) Investment Banking
7 21 (4.40%) Retail
8 19 (3.98%) Presentation Skills
9 15 (3.14%) Front Office
10 14 (2.94%) Financial Institution
11 13 (2.73%) Telecoms
12 10 (2.10%) Legal
13 9 (1.89%) Inclusion and Diversity
14 8 (1.68%) Police
15 7 (1.47%) Influencing Skills
15 7 (1.47%) Military
15 7 (1.47%) Pharmaceutical
16 5 (1.05%) Organisational Skills
17 4 (0.84%) Advertising
Job Titles
1 130 (27.25%) Data Scientist
2 69 (14.47%) Senior
3 65 (13.63%) Data Engineer
4 53 (11.11%) Developer
5 39 (8.18%) Architect
6 30 (6.29%) Lead
7 28 (5.87%) Senior Data Scientist
8 24 (5.03%) Analyst
9 23 (4.82%) Python Engineer
10 17 (3.56%) Data Architect
11 15 (3.14%) AWS Engineer
11 15 (3.14%) Data Science Developer
11 15 (3.14%) Machine Learning Engineer
12 13 (2.73%) Cloud Engineer
12 13 (2.73%) Data Analyst
12 13 (2.73%) Head of AI
12 13 (2.73%) Head of Data Science
12 13 (2.73%) Senior Data Engineer
13 12 (2.52%) Senior Developer
14 11 (2.31%) Python Developer
Libraries, Frameworks & Software Standards
1 63 (13.21%) TensorFlow
2 62 (13.00%) Pandas
3 51 (10.69%) PyTorch
4 49 (10.27%) NumPy
4 49 (10.27%) scikit-learn
5 30 (6.29%) PySpark
6 28 (5.87%) Kafka
7 20 (4.19%) Matplotlib
8 19 (3.98%) React
9 16 (3.35%) Seaborn
10 14 (2.94%) LangChain
11 12 (2.52%) pydantic
12 11 (2.31%) Hugging Face
12 11 (2.31%) OpenTelemetry
13 10 (2.10%) SciPy
14 8 (1.68%) AngularJS
14 8 (1.68%) FastAPI
14 8 (1.68%) Middleware
14 8 (1.68%) OpenCV
15 6 (1.26%) Play Framework
Miscellaneous
1 76 (15.93%) Algorithms
2 12 (2.52%) Distributed Computing
2 12 (2.52%) Management Information System
2 12 (2.52%) Multi-touch
3 10 (2.10%) Cloud Native
4 9 (1.89%) Legacy Systems
5 8 (1.68%) Analytical Mindset
5 8 (1.68%) Data Structures
5 8 (1.68%) Onboarding
6 7 (1.47%) Credit Risk
6 7 (1.47%) Distributed Systems
6 7 (1.47%) Self-Motivation
6 7 (1.47%) Virtual Team
7 6 (1.26%) FMCG
7 6 (1.26%) Greenfield Project
7 6 (1.26%) Reference Data
8 5 (1.05%) Data Protection Act
8 5 (1.05%) Equities
8 5 (1.05%) Product Ownership
8 5 (1.05%) Public Cloud
Operating Systems
1 28 (5.87%) Linux
2 11 (2.31%) Unix
3 10 (2.10%) Windows
4 2 (0.42%) AIX
4 2 (0.42%) CentOS
4 2 (0.42%) Ubuntu
5 1 (0.21%) Android
5 1 (0.21%) SUSE
5 1 (0.21%) VMS
Processes & Methodologies
1 241 (50.52%) Machine Learning
2 193 (40.46%) Artificial Intelligence
3 173 (36.27%) Analytics
4 127 (26.62%) Visualisation
5 122 (25.58%) Problem-Solving
6 97 (20.34%) Business Intelligence
7 94 (19.71%) Data Engineering
8 93 (19.50%) Computer Science
8 93 (19.50%) Data Pipeline
9 89 (18.66%) Data Modelling
10 85 (17.82%) Decision-Making
11 83 (17.40%) Data Analysis
11 83 (17.40%) Data Visualisation
12 78 (16.35%) Agile
13 74 (15.51%) CI/CD
13 74 (15.51%) Generative AI
14 70 (14.68%) DevOps
15 67 (14.05%) LLM
16 66 (13.84%) ETL
17 63 (13.21%) Data Governance
Programming Languages
1 326 (68.34%) Python
2 213 (44.65%) SQL
3 70 (14.68%) R
4 26 (5.45%) Java
5 25 (5.24%) Scala
6 17 (3.56%) JavaScript
7 13 (2.73%) TypeScript
8 9 (1.89%) Shell Script
8 9 (1.89%) T-SQL
9 8 (1.68%) C++
10 7 (1.47%) C#
10 7 (1.47%) MATLAB
11 6 (1.26%) Perl
12 4 (0.84%) Bash
12 4 (0.84%) PowerShell
13 3 (0.63%) Data Analysis Expressions
14 2 (0.42%) Go
14 2 (0.42%) Korn
14 2 (0.42%) PL/SQL
14 2 (0.42%) VBA
Qualifications
1 114 (23.90%) Degree
2 69 (14.47%) Security Cleared
3 52 (10.90%) SC Cleared
4 39 (8.18%) Master's Degree
5 33 (6.92%) PhD
6 32 (6.71%) Computer Science Degree
7 13 (2.73%) AWS Certification
8 7 (1.47%) AWS Certified Solutions Architect
9 5 (1.05%) DV Cleared
10 4 (0.84%) Azure Certification
10 4 (0.84%) Microsoft Certification
11 2 (0.42%) MBA
11 2 (0.42%) Numerate Degree
11 2 (0.42%) PMI Certification
11 2 (0.42%) PMP
Quality Assurance & Compliance
1 75 (15.72%) Data Quality
2 18 (3.77%) QA
3 13 (2.73%) GDPR
4 10 (2.10%) Accessibility
5 7 (1.47%) Actionable Recommendations
6 5 (1.05%) California Consumer Privacy Act
6 5 (1.05%) PCI DSS
7 4 (0.84%) Sarbanes-Oxley
8 3 (0.63%) NIST
9 2 (0.42%) ISO/IEC 27001
9 2 (0.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.42%) PMO
9 2 (0.42%) SEPA
9 2 (0.42%) SOC 2
10 1 (0.21%) EU AI Act
10 1 (0.21%) HIPAA
10 1 (0.21%) HL7
System Software
1 39 (8.18%) Docker
2 5 (1.05%) Active Directory
3 2 (0.42%) HDFS
3 2 (0.42%) Hyper-V
4 1 (0.21%) Tivoli Workload Scheduler
4 1 (0.21%) VMware Infrastructure
Systems Management
1 54 (11.32%) Terraform
2 45 (9.43%) Kubernetes
3 6 (1.26%) Ansible
4 2 (0.42%) Argo
4 2 (0.42%) Kubeflow
4 2 (0.42%) Progress Chef
4 2 (0.42%) Puppet
4 2 (0.42%) Salt
5 1 (0.21%) Grafana
5 1 (0.21%) ITRS Geneos
5 1 (0.21%) Kibana
5 1 (0.21%) Kustomize
5 1 (0.21%) logstash
5 1 (0.21%) Rancher
5 1 (0.21%) Tivoli
Vendors
1 81 (16.98%) Databricks
2 51 (10.69%) Microsoft
3 38 (7.97%) Google
4 26 (5.45%) Oracle
5 13 (2.73%) SAP
6 10 (2.10%) ServiceNow
7 9 (1.89%) Dataiku
8 7 (1.47%) OpenAI
9 5 (1.05%) Adobe
9 5 (1.05%) Informatica
9 5 (1.05%) MicroStrategy
10 4 (0.84%) Sage
10 4 (0.84%) Sybase
10 4 (0.84%) Talend
10 4 (0.84%) VMware
11 3 (0.63%) Alteryx
11 3 (0.63%) IBM
11 3 (0.63%) Spotify
11 3 (0.63%) Virgin Media
11 3 (0.63%) Workday