Data Science
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Science skills. It covers permanent job vacancies from the 6 months leading up to 8 May 2026, with comparisons to the same periods in the previous two years.

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 153 133 121
Rank change year-on-year -20 -12 -46
Permanent jobs citing Data Science 1,160 1,052 2,257
As % of all permanent jobs in the UK 1.28% 2.42% 2.35%
As % of the Processes & Methodologies category 1.72% 2.59% 2.75%
Number of salaries quoted 635 544 1,293
10th Percentile £45,000 £44,713 £42,250
25th Percentile £55,000 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,652 £57,500
% change year-on-year -1.81% +10.70% -10.20%

All Process & Methodology Skills
UK

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

Permanent vacancies with a requirement for process or methodology skills 67,484 40,549 82,082
As % of all permanent jobs advertised in the UK 74.46% 93.37% 85.36%
Number of salaries quoted 42,329 22,500 59,656
10th Percentile £30,000 £30,500 £29,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -10.10%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -9.09%

Data Science
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Data Science relative to all permanent IT jobs advertised.

Data Science job vacancy trend in the UK

Data Science
Salary Trend

Salary distribution trend for jobs in the UK citing Data Science.

Salary distribution trend for jobs in the UK citing Data Science

Data Science
Salary Histogram

Salary distribution for jobs citing Data Science over the 6 months to 8 May 2026.

Salary histogram for Data Science in the UK

Data Science
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Science within the UK over the 6 months to 8 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -7 1,084 £70,000 -2.77% 758
London +2 539 £80,000 -3.03% 408
UK excluding London -38 531 £62,500 -1.81% 473
Work from Home +5 380 £66,720 +4.25% 289
South East -25 155 £62,500 +5.93% 154
North of England -9 139 £66,720 +11.20% 131
North West +39 105 £70,000 +18.14% 66
South West -53 100 £60,000 -14.29% 57
Midlands -13 83 £62,500 +8.70% 73
East Midlands -6 43 £55,195 -23.87% 40
West Midlands -32 40 £62,500 +11.18% 32
East of England -4 39 £86,725 +19.21% 31
Yorkshire -62 30 £60,000 -0.95% 37
Scotland -49 9 £85,000 +47.83% 20
North East -34 4 £66,720 +6.75% 28
Wales -31 3 £39,511 -50.61% 10
Northern Ireland -35 3 - - 3

Data Science
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 92 (7.93%) Apache Spark
2 76 (6.55%) Apache Airflow
3 23 (1.98%) Apache
4 22 (1.90%) ArcGIS
5 20 (1.72%) SharePoint
6 12 (1.03%) SAS
7 11 (0.95%) Jupyter
8 5 (0.43%) Confluence
8 5 (0.43%) GeoServer
8 5 (0.43%) IIS
9 3 (0.26%) Apache Superset
9 3 (0.26%) CMS
10 1 (0.086%) Apache Pulsar
10 1 (0.086%) Palantir Foundry
10 1 (0.086%) WordPress
Applications
1 39 (3.36%) Microsoft Excel
2 7 (0.60%) Chatbot
3 4 (0.34%) Microsoft Project
4 3 (0.26%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
6 1 (0.086%) Microsoft Office
6 1 (0.086%) Trello
Business Applications
1 5 (0.43%) Salesforce CRM
2 1 (0.086%) Dynamics CRM
2 1 (0.086%) FIS Private Capital Suite
2 1 (0.086%) SAP PLM
2 1 (0.086%) Teamcenter
Cloud Services
1 321 (27.67%) AWS
2 300 (25.86%) Azure
3 208 (17.93%) GCP
4 145 (12.50%) Power Platform
5 88 (7.59%) Snowflake
6 58 (5.00%) dbt
7 50 (4.31%) Azure Synapse Analytics
8 46 (3.97%) Azure Machine Learning
9 37 (3.19%) Azure Data Factory
10 32 (2.76%) SaaS
11 28 (2.41%) Azure DevOps
11 28 (2.41%) Serverless
12 22 (1.90%) Amazon S3
13 20 (1.72%) AWS Lambda
14 17 (1.47%) Dagster
15 16 (1.38%) Amazon SageMaker
15 16 (1.38%) Azure AI
15 16 (1.38%) GitHub
16 14 (1.21%) Microsoft 365
17 13 (1.12%) Vertex AI
Communications & Networking
1 88 (7.59%) Broadband
2 11 (0.95%) 4G
2 11 (0.95%) BGP
2 11 (0.95%) Cisco IOS
2 11 (0.95%) Ethernet VPN
2 11 (0.95%) IOS XR
2 11 (0.95%) MPLS
3 6 (0.52%) 5G
3 6 (0.52%) Internet
4 5 (0.43%) Software-Defined Radio
5 4 (0.34%) HTTP
6 2 (0.17%) Firewall
6 2 (0.17%) MQTT
6 2 (0.17%) Tactical Data Link
6 2 (0.17%) TCP/IP
7 1 (0.086%) Kerberos
7 1 (0.086%) LTE
7 1 (0.086%) TCAP
7 1 (0.086%) Wi-Fi
7 1 (0.086%) Wireless
Database & Business Intelligence
1 139 (11.98%) Power BI
2 137 (11.81%) Data Warehouse
3 95 (8.19%) Data Lake
4 89 (7.67%) Tableau
5 70 (6.03%) BigQuery
6 62 (5.34%) Amazon Redshift
7 61 (5.26%) Elasticsearch
8 50 (4.31%) Looker
9 49 (4.22%) NoSQL
10 42 (3.62%) Metadata
11 39 (3.36%) Big Data
11 39 (3.36%) PostgreSQL
12 37 (3.19%) GIS
12 37 (3.19%) MongoDB
13 27 (2.33%) QGIS
13 27 (2.33%) Relational Database
14 26 (2.24%) Delta Lake
15 25 (2.16%) MySQL
15 25 (2.16%) Snowflake Schema
15 25 (2.16%) SQL Server
Development Applications
1 83 (7.16%) Git
2 58 (5.00%) MLflow
3 15 (1.29%) GitLab
4 11 (0.95%) JIRA
5 8 (0.69%) Jenkins
6 4 (0.34%) Selenium
7 2 (0.17%) Visual Studio Code
8 1 (0.086%) Bitbucket
8 1 (0.086%) Claude Code
8 1 (0.086%) JUnit
8 1 (0.086%) TeamCity
General
1 243 (20.95%) Social Skills
2 233 (20.09%) Analytical Skills
3 222 (19.14%) Finance
4 95 (8.19%) Inclusion and Diversity
5 62 (5.34%) Marketing
6 52 (4.48%) Retail
7 45 (3.88%) Public Sector
8 43 (3.71%) Banking
9 39 (3.36%) Law
10 30 (2.59%) Pharmaceutical
11 22 (1.90%) Advertising
11 22 (1.90%) Legal
12 18 (1.55%) Financial Institution
13 16 (1.38%) Manufacturing
13 16 (1.38%) Organisational Skills
14 15 (1.29%) Influencing Skills
15 14 (1.21%) Telecoms
16 12 (1.03%) Games
17 11 (0.95%) Agriculture
17 11 (0.95%) Documentation Skills
Job Titles
1 364 (31.38%) Data Scientist
2 279 (24.05%) Senior
3 177 (15.26%) Senior Data Scientist
4 164 (14.14%) Data Engineer
5 131 (11.29%) Lead
6 73 (6.29%) Consultant
6 73 (6.29%) Software Engineer
7 59 (5.09%) Analyst
7 59 (5.09%) Developer
8 42 (3.62%) Lead Data Scientist
9 40 (3.45%) Data Analyst
9 40 (3.45%) Senior Data Engineer
10 33 (2.84%) Artificial Intelligence Consultant
11 31 (2.67%) Systems Engineer
12 30 (2.59%) Architect
12 30 (2.59%) Scala Engineer
13 29 (2.50%) Data Consultant
14 28 (2.41%) Product Specialist
15 27 (2.33%) Python Engineer
16 24 (2.07%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.64%) PyTorch
2 98 (8.45%) TensorFlow
3 65 (5.60%) scikit-learn
4 51 (4.40%) LangChain
5 50 (4.31%) Kafka
6 47 (4.05%) gRPC
7 38 (3.28%) PySpark
7 38 (3.28%) React
8 33 (2.84%) Pandas
9 29 (2.50%) LlamaIndex
10 25 (2.16%) pgvector
11 24 (2.07%) RESTful
12 20 (1.72%) Django
12 20 (1.72%) HTML
12 20 (1.72%) REST
13 16 (1.38%) CSS
13 16 (1.38%) FastAPI
14 14 (1.21%) Hugging Face
15 13 (1.12%) Node.js
15 13 (1.12%) Streamlit
Miscellaneous
1 105 (9.05%) Algorithms
2 72 (6.21%) Distributed Systems
3 60 (5.17%) Video\Live Streaming
4 54 (4.66%) Cloud Native
4 54 (4.66%) Life Science
5 51 (4.40%) Over-the-Top Content
6 42 (3.62%) Product Ownership
7 32 (2.76%) Clustering
8 31 (2.67%) Data Structures
9 29 (2.50%) Management Information System
10 25 (2.16%) Public Cloud
10 25 (2.16%) Social Media
11 22 (1.90%) AI Agents
12 20 (1.72%) Greenfield Project
12 20 (1.72%) Onboarding
13 16 (1.38%) Enterprise Software
14 13 (1.12%) Low-Code
15 11 (0.95%) Hackathon
15 11 (0.95%) Self-Motivation
16 10 (0.86%) Virtual Team
Operating Systems
1 8 (0.69%) Linux
2 3 (0.26%) Windows
3 2 (0.17%) Unix
Processes & Methodologies
1 549 (47.33%) AI
2 544 (46.90%) Machine Learning
3 501 (43.19%) Analytics
4 240 (20.69%) Problem-Solving
5 233 (20.09%) Data Engineering
6 222 (19.14%) Agile
7 215 (18.53%) Decision-Making
8 209 (18.02%) CI/CD
9 197 (16.98%) Data Pipeline
10 192 (16.55%) Business Intelligence
11 176 (15.17%) Data Modelling
12 174 (15.00%) Software Engineering
13 163 (14.05%) Computer Science
14 153 (13.19%) Mentoring
15 149 (12.84%) ETL
16 148 (12.76%) Visualisation
17 142 (12.24%) Use Case
18 140 (12.07%) MLOps
19 137 (11.81%) Generative AI
20 128 (11.03%) Data Management
Programming Languages
1 609 (52.50%) Python
2 317 (27.33%) SQL
3 96 (8.28%) Scala
4 79 (6.81%) Java
5 66 (5.69%) R
6 63 (5.43%) Go
7 33 (2.84%) JavaScript
8 27 (2.33%) C++
9 19 (1.64%) VBA
10 17 (1.47%) TypeScript
11 15 (1.29%) C#
12 12 (1.03%) Bash
13 10 (0.86%) Rust
14 9 (0.78%) C
15 8 (0.69%) T-SQL
16 7 (0.60%) Bicep
16 7 (0.60%) PHP
17 6 (0.52%) Julia
17 6 (0.52%) PowerShell
18 5 (0.43%) ANSI SQL
Qualifications
1 299 (25.78%) Degree
2 133 (11.47%) Security Cleared
3 93 (8.02%) Master's Degree
4 63 (5.43%) DV Cleared
5 58 (5.00%) SC Cleared
6 56 (4.83%) PhD
7 50 (4.31%) Computer Science Degree
8 34 (2.93%) DBS Check
9 17 (1.47%) Azure Certification
10 15 (1.29%) MBA
11 9 (0.78%) APMP
12 8 (0.69%) Microsoft Certification
12 8 (0.69%) Numerate Degree
13 7 (0.60%) Postgraduate
14 4 (0.34%) BPSS Clearance
15 3 (0.26%) CISSP
16 2 (0.17%) AWS Certification
16 2 (0.17%) CompTIA Security+
16 2 (0.17%) GIAC
16 2 (0.17%) SANS
Quality Assurance & Compliance
1 148 (12.76%) Data Quality
2 49 (4.22%) Accessibility
3 48 (4.14%) GDPR
4 36 (3.10%) QA
5 25 (2.16%) California Consumer Privacy Act
6 15 (1.29%) GxP
7 10 (0.86%) Actionable Recommendations
8 3 (0.26%) PERC
9 2 (0.17%) 21 CFR Part 11
9 2 (0.17%) IFRS
9 2 (0.17%) IFRS 17
9 2 (0.17%) ISO/IEC 27001
9 2 (0.17%) Solvency II
10 1 (0.086%) GMP
10 1 (0.086%) GRC
10 1 (0.086%) NCSC
10 1 (0.086%) NIST
System Software
1 112 (9.66%) Docker
2 3 (0.26%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.086%) Virtual Desktop
Systems Management
1 66 (5.69%) Kubernetes
2 49 (4.22%) Terraform
3 8 (0.69%) Kubeflow
4 4 (0.34%) Argo
5 3 (0.26%) Ansible
6 2 (0.17%) Computer Emergency Response Teams
6 2 (0.17%) Computer Incident Response Team
7 1 (0.086%) Nagios
Vendors
1 163 (14.05%) Databricks
2 66 (5.69%) Microsoft
3 61 (5.26%) Google
4 48 (4.14%) Dell
5 45 (3.88%) Typelevel
6 31 (2.67%) Informatica
7 25 (2.16%) Teradata
8 24 (2.07%) Denodo
9 23 (1.98%) Cloudera
9 23 (1.98%) OpenAI
10 19 (1.64%) Cisco
11 17 (1.47%) Salesforce
12 14 (1.21%) Oracle
13 12 (1.03%) Palantir
14 8 (0.69%) Alteryx
14 8 (0.69%) Foundry
15 7 (0.60%) Bloomberg
15 7 (0.60%) ServiceNow
15 7 (0.60%) Talend
16 5 (0.43%) BT