Data Science Contracts with Hybrid/Remote/WFH Options

Data Science
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 110 148 214
Rank change year-on-year +38 +66 -57
Contract jobs citing Data Science 236 222 302
As % of all contract jobs with a WFH option 2.38% 1.45% 1.17%
As % of the Processes & Methodologies category 2.62% 1.65% 1.30%
Number of daily rates quoted 137 151 191
10th Percentile £356 £325 £400
25th Percentile £409 £385 £463
Median daily rate (50th Percentile) £500 £525 £550
Median % change year-on-year -4.76% -4.55% -4.35%
75th Percentile £638 £680 £688
90th Percentile £783 £750 £750
UK median daily rate £548 £525 £550
% change year-on-year +4.29% -4.55% -5.17%
Number of hourly rates quoted 11 3 12
10th Percentile £21.25 £21.65 £18.78
25th Percentile £22.00 £23.37 £19.00
Median hourly rate £25.43 £26.24 £19.50
Median % change year-on-year -3.09% +34.60% -50.50%
75th Percentile £27.00 £34.87 £22.16
90th Percentile £28.15 £40.05 -
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
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,021 13,483 23,229
As % of all contract jobs with a WFH option 91.08% 87.87% 89.84%
Number of daily rates quoted 6,191 8,996 16,418
10th Percentile £340 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 224 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.56 £25.25 £30.54
Median hourly rate £39.52 £43.00 £55.00
Median % change year-on-year -8.09% -21.82% +57.14%
75th Percentile £66.13 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.23
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Data Science
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Science as a proportion of all IT jobs advertised.

Data Science trend for jobs with Hybrid/Remote/WFH options

Data Science
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Data Science.

Data Science daily rate for jobs with a WFH option

Data Science
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Data Science over the 6 months to 1 May 2025.

Data Science daily rate histogram for jobs with a WFH option

Data Science
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with remote working options citing Data Science.

Data Science hourly rate for jobs with a WFH option

Data Science
Co-occurring Skills and Capabilities with WFH Options 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 29 (12.29%) Apache Spark
2 12 (5.08%) Apache Airflow
3 10 (4.24%) Apache
4 8 (3.39%) Jupyter
5 4 (1.69%) nginx
6 2 (0.85%) IBM Domino
7 1 (0.42%) ArcGIS
7 1 (0.42%) Confluence
7 1 (0.42%) Luigi
7 1 (0.42%) SAS
Applications
1 6 (2.54%) Microsoft Excel
2 2 (0.85%) Adobe XD
2 2 (0.85%) Sketch
3 1 (0.42%) Microsoft PowerPoint
Business Applications
1 2 (0.85%) Payment Gateway
Cloud Services
1 66 (27.97%) AWS
1 66 (27.97%) Azure
2 31 (13.14%) GCP
3 28 (11.86%) Power Platform
4 20 (8.47%) GitHub
5 16 (6.78%) GitHub Actions
6 14 (5.93%) Azure Machine Learning
7 13 (5.51%) Cloud Computing
7 13 (5.51%) Serverless
7 13 (5.51%) Snowflake
8 11 (4.66%) Amazon S3
8 11 (4.66%) AWS Lambda
9 10 (4.24%) Amazon SageMaker
10 8 (3.39%) Entra ID
11 6 (2.54%) Azure AKS
11 6 (2.54%) Azure DevOps
12 5 (2.12%) Alation
12 5 (2.12%) Azure Cosmos DB
12 5 (2.12%) Azure Data Factory
12 5 (2.12%) Azure Service Bus
Communications & Networking
1 4 (1.69%) Firewall
1 4 (1.69%) HTTP
1 4 (1.69%) Reverse Proxy
1 4 (1.69%) TCP/IP
2 2 (0.85%) LAN
2 2 (0.85%) WAN
3 1 (0.42%) 802.11
3 1 (0.42%) Bluetooth
3 1 (0.42%) Broadband
3 1 (0.42%) DNS
3 1 (0.42%) DOCSIS
3 1 (0.42%) Network Security
3 1 (0.42%) Wi-Fi
3 1 (0.42%) Wireless
3 1 (0.42%) ZigBee
Database & Business Intelligence
1 29 (12.29%) Data Warehouse
2 28 (11.86%) Power BI
3 21 (8.90%) Big Data
4 17 (7.20%) Hadoop
5 16 (6.78%) Data Lake
5 16 (6.78%) Tableau
6 14 (5.93%) KDB
6 14 (5.93%) Kdb+
7 12 (5.08%) Metadata
8 11 (4.66%) Data Mining
8 11 (4.66%) PostgreSQL
9 8 (3.39%) BigQuery
10 7 (2.97%) Parquet
11 6 (2.54%) Amazon Redshift
11 6 (2.54%) NoSQL
11 6 (2.54%) SQL Server
12 5 (2.12%) Apache Hive
12 5 (2.12%) Looker
12 5 (2.12%) Metadata Repository
12 5 (2.12%) Relational Database
Development Applications
1 13 (5.51%) Git
2 6 (2.54%) GitLab
3 5 (2.12%) MLflow
4 4 (1.69%) Jenkins
4 4 (1.69%) Poetry
5 3 (1.27%) JIRA
6 2 (0.85%) Terragrunt
7 1 (0.42%) CMake
7 1 (0.42%) Cucumber
7 1 (0.42%) ERwin
7 1 (0.42%) Selenium
General
1 81 (34.32%) Social Skills
2 46 (19.49%) Analytical Skills
3 40 (16.95%) Finance
4 36 (15.25%) Banking
5 33 (13.98%) Public Sector
6 30 (12.71%) Investment Banking
7 17 (7.20%) Marketing
8 11 (4.66%) Inclusion and Diversity
8 11 (4.66%) Retail
9 8 (3.39%) Presentation Skills
10 7 (2.97%) Front Office
11 6 (2.54%) Legal
12 4 (1.69%) Influencing Skills
12 4 (1.69%) Pharmaceutical
13 3 (1.27%) French Language
13 3 (1.27%) Manufacturing
14 2 (0.85%) Advertising
14 2 (0.85%) Dutch Language
14 2 (0.85%) Law
14 2 (0.85%) Retail Banking
Job Titles
1 66 (27.97%) Data Scientist
2 36 (15.25%) Data Engineer
3 34 (14.41%) Senior
4 25 (10.59%) Developer
5 20 (8.47%) Python Developer
6 19 (8.05%) Lead
6 19 (8.05%) Python Engineer
7 15 (6.36%) Artificial Intelligence Engineer
8 11 (4.66%) C++ Developer
8 11 (4.66%) Investment Banking C++ Developer
8 11 (4.66%) Linux Developer
8 11 (4.66%) Senior C++ Developer
8 11 (4.66%) Senior Developer
8 11 (4.66%) Senior Python Developer
9 10 (4.24%) Analyst
10 9 (3.81%) Azure Engineer
10 9 (3.81%) Cloud Engineer
10 9 (3.81%) Machine Learning Engineer
11 8 (3.39%) AWS Engineer
11 8 (3.39%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 18 (7.63%) Pandas
2 16 (6.78%) NumPy
2 16 (6.78%) PyTorch
2 16 (6.78%) scikit-learn
2 16 (6.78%) TensorFlow
3 15 (6.36%) Kafka
4 11 (4.66%) PySpark
5 8 (3.39%) Plotly
5 8 (3.39%) React
6 7 (2.97%) OpenTelemetry
7 6 (2.54%) Matplotlib
7 6 (2.54%) OAuth
7 6 (2.54%) Play Framework
8 5 (2.12%) OAuth2
8 5 (2.12%) OpenID
8 5 (2.12%) Regular Expression
8 5 (2.12%) XML
9 4 (1.69%) Dask
9 4 (1.69%) LAPP Stack
9 4 (1.69%) REST
Miscellaneous
1 32 (13.56%) Algorithms
2 15 (6.36%) Enterprise Software
3 12 (5.08%) Distributed Systems
3 12 (5.08%) Management Information System
4 9 (3.81%) Greenfield Project
5 6 (2.54%) Multi-touch
5 6 (2.54%) Product Ownership
6 5 (2.12%) Cloud Native
6 5 (2.12%) NHS
6 5 (2.12%) Onboarding
7 4 (1.69%) Data Structures
7 4 (1.69%) Distributed Computing
8 3 (1.27%) Equities
8 3 (1.27%) Virtual Team
9 2 (0.85%) FMCG
9 2 (0.85%) IoT
9 2 (0.85%) Life Science
9 2 (0.85%) Public Cloud
9 2 (0.85%) Reference Data
10 1 (0.42%) Smart Home
Operating Systems
1 25 (10.59%) Linux
2 19 (8.05%) Windows
3 1 (0.42%) Android
Processes & Methodologies
1 109 (46.19%) Machine Learning
2 83 (35.17%) Artificial Intelligence
3 81 (34.32%) Analytics
4 70 (29.66%) Problem-Solving
5 51 (21.61%) Visualisation
6 49 (20.76%) Data Engineering
7 47 (19.92%) Business Intelligence
7 47 (19.92%) Data Pipeline
8 39 (16.53%) Decision-Making
9 38 (16.10%) CI/CD
9 38 (16.10%) Data Modelling
10 37 (15.68%) Agile
11 36 (15.25%) Data Analysis
12 33 (13.98%) Data Visualisation
13 32 (13.56%) Computer Science
13 32 (13.56%) ETL
14 31 (13.14%) DevOps
14 31 (13.14%) Statistics
15 30 (12.71%) LLM
16 28 (11.86%) Containerisation
Programming Languages
1 163 (69.07%) Python
2 91 (38.56%) SQL
3 19 (8.05%) Java
3 19 (8.05%) R
4 18 (7.63%) JavaScript
5 13 (5.51%) TypeScript
6 12 (5.08%) C++
7 11 (4.66%) Scala
8 4 (1.69%) C#
9 3 (1.27%) Bash
9 3 (1.27%) Perl
10 2 (0.85%) PowerShell
10 2 (0.85%) T-SQL
11 1 (0.42%) Go
11 1 (0.42%) MATLAB
Qualifications
1 45 (19.07%) Degree
2 35 (14.83%) Security Cleared
3 30 (12.71%) SC Cleared
4 14 (5.93%) Computer Science Degree
5 12 (5.08%) Master's Degree
6 11 (4.66%) AWS Certification
7 6 (2.54%) Azure Certification
8 5 (2.12%) Microsoft Certification
8 5 (2.12%) PhD
9 4 (1.69%) AWS Certified Solutions Architect
10 3 (1.27%) Numerate Degree
11 1 (0.42%) PMI Certification
11 1 (0.42%) PMP
Quality Assurance & Compliance
1 28 (11.86%) Data Quality
2 9 (3.81%) GDPR
3 7 (2.97%) Actionable Recommendations
3 7 (2.97%) QA
4 6 (2.54%) Accessibility
5 4 (1.69%) California Consumer Privacy Act
5 4 (1.69%) Sarbanes-Oxley
6 1 (0.42%) EU AI Act
6 1 (0.42%) NIST
6 1 (0.42%) SLA
System Software
1 35 (14.83%) Docker
2 2 (0.85%) Active Directory
3 1 (0.42%) Virtual Machines
Systems Management
1 42 (17.80%) Kubernetes
2 26 (11.02%) Terraform
3 2 (0.85%) Kubeflow
4 1 (0.42%) Grafana
4 1 (0.42%) Prometheus
Vendors
1 39 (16.53%) Databricks
2 20 (8.47%) Google
3 10 (4.24%) Microsoft
4 6 (2.54%) Oracle
5 5 (2.12%) Cloudera
6 3 (1.27%) Adobe
6 3 (1.27%) Informatica
6 3 (1.27%) OpenAI
7 2 (0.85%) Alteryx
7 2 (0.85%) MicroStrategy
7 2 (0.85%) New Relic
7 2 (0.85%) ServiceNow
7 2 (0.85%) Splunk
8 1 (0.42%) Apple
8 1 (0.42%) Ariba
8 1 (0.42%) Criteo
8 1 (0.42%) Murex
8 1 (0.42%) OutSystems
8 1 (0.42%) Palantir
8 1 (0.42%) SAP