Data Scientist Contracts

Data Scientist
UK

The median Data Scientist daily rate in the UK is £520, according to job vacancies posted in the 6 months leading up to 30 April 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 352 453 562
Rank change year-on-year +101 +109 -44
Contract jobs requiring a Data Scientist 172 147 151
As % of all contract jobs advertised in the UK 0.59% 0.34% 0.25%
As % of the Job Titles category 0.64% 0.36% 0.27%
Number of daily rates quoted 120 101 96
10th Percentile £401 £388 £303
25th Percentile £441 £463 £455
Median daily rate (50th Percentile) £520 £542 £533
Median % change year-on-year -3.97% +1.69% -7.39%
75th Percentile £625 £600 £625
90th Percentile £677 £680 £703
UK excluding London median daily rate £486 £525 £525
% change year-on-year -7.43% - -3.23%
Number of hourly rates quoted 14 8 12
10th Percentile £20.12 £15.63 -
25th Percentile £21.25 £19.31 £19.00
Median hourly rate £22.00 £31.75 £19.50
Median % change year-on-year -30.71% +62.86% -48.01%
75th Percentile £26.31 £44.69 £52.62
90th Percentile £51.13 £49.00 £56.06
UK excluding London median hourly rate £20.24 £15.81 £19.49
% change year-on-year +27.99% -18.88% -2.11%

All Contract IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

Contract vacancies in the UK with a recognized job title 27,050 40,453 56,471
% of contract IT jobs with a recognized job title 92.52% 92.79% 94.61%
Number of daily rates quoted 17,687 26,352 39,474
10th Percentile £300 £275 £313
25th Percentile £406 £409 £425
Median daily rate (50th Percentile) £515 £525 £540
Median % change year-on-year -1.90% -2.78% +2.86%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £493 £500
% change year-on-year -3.55% -1.50% +5.26%
Number of hourly rates quoted 1,031 2,658 1,569
10th Percentile £14.20 £12.86 £14.29
25th Percentile £18.51 £16.30 £19.50
Median hourly rate £29.07 £36.00 £45.00
Median % change year-on-year -19.25% -20.00% +91.86%
75th Percentile £62.50 £60.75 £65.75
90th Percentile £75.00 £72.50 £75.75
UK excluding London median hourly rate £28.75 £38.50 £42.50
% change year-on-year -25.32% -9.41% +117.95%

Data Scientist
Job Vacancy Trend

Job postings that featured Data Scientist in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Scientist in the UK

Data Scientist
Contractor Daily Rate Trend

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

Daily rate trend for Data Scientist in the UK

Data Scientist
Daily Rate Histogram

Daily rate distribution for jobs citing Data Scientist over the 6 months to 30 April 2025.

Daily rate histogram for Data Scientist in the UK

Data Scientist
Contractor Hourly Rate Trend

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

Hourly rate trend for Data Scientist in the UK

Data Scientist
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Scientist over the 6 months to 30 April 2025.

Hourly rate histogram for Data Scientist in the UK

Data Scientist
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Scientist within the UK over the 6 months to 30 April 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
England +79 145 £525 -4.55% 345
London +31 90 £520 -5.45% 256
Work from Home +49 66 £483 -12.59% 181
UK excluding London +68 45 £486 -7.43% 97
South East +54 14 £500 -8.88% 11
North of England +32 12 £475 -14.26% 46
North West +19 10 £455 -12.50% 32
South West +50 8 £640 +19.07% 13
Wales +4 6 £409 +3.35% 1
Midlands +25 3 £650 +10.17% 12
West Midlands +16 2 £650 +10.17% 8
Scotland +8 2 £469 -3.85% 11
Yorkshire +11 1 £500 -10.71% 8
North East 0 1 £525 - 6
East Midlands - 1 - - 4

Data Scientist Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 30 April 2025, Data Scientist contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads featuring Data Scientist in the job title.

1 172 (100.00%) Data Science
2 151 (87.79%) Python
3 118 (68.60%) Machine Learning
4 94 (54.65%) SQL
5 62 (36.05%) Artificial Intelligence
6 60 (34.88%) Visualisation
7 54 (31.40%) Data Analysis
8 53 (30.81%) Analytics
9 51 (29.65%) Azure
10 48 (27.91%) Statistics
11 47 (27.33%) AWS
12 45 (26.16%) Data Visualisation
13 43 (25.00%) Security Cleared
14 40 (23.26%) Mathematics
15 39 (22.67%) Algorithms
16 38 (22.09%) Analytical Skills
16 38 (22.09%) Statistical Modelling
17 35 (20.35%) Problem-Solving
18 33 (19.19%) Degree
18 33 (19.19%) SC Cleared
19 32 (18.60%) R
19 32 (18.60%) Apache Spark
20 31 (18.02%) Pandas
20 31 (18.02%) Business Intelligence
21 30 (17.44%) Decision-Making
22 29 (16.86%) Social Skills
22 29 (16.86%) Actionable Insight
22 29 (16.86%) Natural Language Processing
23 28 (16.28%) Predictive Modelling
24 27 (15.70%) Public Sector

Data Scientist Skill Set
Co-occurring Skills and Capabilities 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 32 (18.60%) Apache Spark
2 5 (2.91%) SAS
3 3 (1.74%) Apache
3 3 (1.74%) Jupyter
4 1 (0.58%) Apache Airflow
4 1 (0.58%) Confluence
4 1 (0.58%) IBM Domino
4 1 (0.58%) SharePoint
Applications
1 4 (2.33%) Microsoft Excel
2 1 (0.58%) Microsoft Office
Cloud Services
1 51 (29.65%) Azure
2 47 (27.33%) AWS
3 23 (13.37%) Power Platform
4 16 (9.30%) Amazon SageMaker
5 15 (8.72%) GCP
6 14 (8.14%) Azure Machine Learning
7 13 (7.56%) Serverless
8 11 (6.40%) AWS Lambda
9 10 (5.81%) Amazon S3
9 10 (5.81%) AWS CodeCommit
9 10 (5.81%) Cloud9 IDE
9 10 (5.81%) Textract
10 6 (3.49%) Azure Data Factory
10 6 (3.49%) Snowflake
11 5 (2.91%) SaaS
12 3 (1.74%) GitHub
12 3 (1.74%) Matillion
13 2 (1.16%) Azure AKS
13 2 (1.16%) Azure DevOps
13 2 (1.16%) Azure Synapse Analytics
Database & Business Intelligence
1 23 (13.37%) Power BI
2 18 (10.47%) Big Data
2 18 (10.47%) Data Mining
2 18 (10.47%) Tableau
3 16 (9.30%) Hadoop
4 10 (5.81%) PostgreSQL
5 9 (5.23%) Oracle Database
6 8 (4.65%) Data Lake
7 5 (2.91%) Data Warehouse
7 5 (2.91%) Relational Database
8 2 (1.16%) Amazon Athena
8 2 (1.16%) Amazon Redshift
8 2 (1.16%) Delta Lake
8 2 (1.16%) Neo4j
8 2 (1.16%) NoSQL
8 2 (1.16%) PowerPivot
9 1 (0.58%) Amazon QuickSight
9 1 (0.58%) Amazon RDS
9 1 (0.58%) Apache Hive
9 1 (0.58%) Geospatial Data
Development Applications
1 12 (6.98%) Git
2 4 (2.33%) JIRA
3 2 (1.16%) Visual Studio Code
4 1 (0.58%) GitLab
4 1 (0.58%) MLflow
4 1 (0.58%) PyCharm
4 1 (0.58%) Visual Studio
General
1 38 (22.09%) Analytical Skills
2 29 (16.86%) Social Skills
3 27 (15.70%) Public Sector
4 22 (12.79%) Finance
5 20 (11.63%) Marketing
6 8 (4.65%) Retail
7 5 (2.91%) Banking
8 4 (2.33%) Inclusion and Diversity
8 4 (2.33%) Manufacturing
8 4 (2.33%) Pharmaceutical
8 4 (2.33%) Presentation Skills
8 4 (2.33%) Telecoms
9 3 (1.74%) Military
10 2 (1.16%) French Language
10 2 (1.16%) Front Office
10 2 (1.16%) Games
10 2 (1.16%) Influencing Skills
10 2 (1.16%) Investment Banking
10 2 (1.16%) Police
11 1 (0.58%) Social Science
Libraries, Frameworks & Software Standards
1 31 (18.02%) Pandas
2 26 (15.12%) scikit-learn
3 23 (13.37%) TensorFlow
4 20 (11.63%) NumPy
5 18 (10.47%) PyTorch
6 13 (7.56%) PySpark
7 10 (5.81%) LangChain
7 10 (5.81%) OpenCV
7 10 (5.81%) pydantic
7 10 (5.81%) SciPy
8 6 (3.49%) Plotly
8 6 (3.49%) Regular Expression
9 5 (2.91%) Matplotlib
10 4 (2.33%) Hugging Face
10 4 (2.33%) XML
11 3 (1.74%) Django
11 3 (1.74%) React
11 3 (1.74%) XGBoost
12 1 (0.58%) D3.js
12 1 (0.58%) Kafka
Miscellaneous
1 39 (22.67%) Algorithms
2 13 (7.56%) Multi-touch
3 5 (2.91%) FMCG
4 4 (2.33%) Data Structures
4 4 (2.33%) Distributed Computing
4 4 (2.33%) NHS
5 3 (1.74%) Analytical Mindset
5 3 (1.74%) Greenfield Project
5 3 (1.74%) Legacy Systems
5 3 (1.74%) Onboarding
6 2 (1.16%) Credit Risk
6 2 (1.16%) Data Protection Act
6 2 (1.16%) Derivative
6 2 (1.16%) Distributed Systems
6 2 (1.16%) Equities
6 2 (1.16%) Fixed Income
6 2 (1.16%) Foreign Exchange (FX)
6 2 (1.16%) IoT
6 2 (1.16%) Self-Motivation
7 1 (0.58%) SCADA
Processes & Methodologies
1 172 (100.00%) Data Science
2 118 (68.60%) Machine Learning
3 62 (36.05%) Artificial Intelligence
4 60 (34.88%) Visualisation
5 54 (31.40%) Data Analysis
6 53 (30.81%) Analytics
7 48 (27.91%) Statistics
8 45 (26.16%) Data Visualisation
9 40 (23.26%) Mathematics
10 38 (22.09%) Statistical Modelling
11 35 (20.35%) Problem-Solving
12 31 (18.02%) Business Intelligence
13 30 (17.44%) Decision-Making
14 29 (16.86%) Actionable Insight
14 29 (16.86%) Natural Language Processing
15 28 (16.28%) Predictive Modelling
16 26 (15.12%) Computer Science
17 23 (13.37%) LLM
18 20 (11.63%) Data Engineering
19 18 (10.47%) Computer Vision
Programming Languages
1 151 (87.79%) Python
2 94 (54.65%) SQL
3 32 (18.60%) R
4 9 (5.23%) JavaScript
5 6 (3.49%) Java
6 3 (1.74%) Bash
6 3 (1.74%) C++
6 3 (1.74%) MATLAB
6 3 (1.74%) Scala
6 3 (1.74%) T-SQL
7 2 (1.16%) Go
7 2 (1.16%) VBA
8 1 (0.58%) C
8 1 (0.58%) Shell Script
Qualifications
1 43 (25.00%) Security Cleared
2 33 (19.19%) Degree
2 33 (19.19%) SC Cleared
3 12 (6.98%) PhD
4 8 (4.65%) Computer Science Degree
4 8 (4.65%) Master's Degree
5 4 (2.33%) DV Cleared
5 4 (2.33%) Numerate Degree
6 2 (1.16%) MBA
Quality Assurance & Compliance
1 11 (6.40%) Data Quality
2 5 (2.91%) Actionable Recommendations
3 2 (1.16%) Accessibility
3 2 (1.16%) GDPR
3 2 (1.16%) QA
System Software
1 3 (1.74%) Docker
Systems Management
1 5 (2.91%) Kubernetes
2 3 (1.74%) Terraform
3 1 (0.58%) Ansible
Vendors
1 26 (15.12%) Databricks
2 14 (8.14%) Microsoft
3 11 (6.40%) Oracle
4 7 (4.07%) Google
5 5 (2.91%) Virgin Media
6 4 (2.33%) ServiceNow
7 3 (1.74%) OpenAI
7 3 (1.74%) Sage
7 3 (1.74%) Talend
8 2 (1.16%) Spotify
9 1 (0.58%) Alteryx
9 1 (0.58%) Amplitude
9 1 (0.58%) Fortinet
9 1 (0.58%) Foundry
9 1 (0.58%) Infoblox
9 1 (0.58%) Instagram
9 1 (0.58%) OutSystems
9 1 (0.58%) SAP