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 2 May 2026, with comparisons to the same periods in the previous two years.

6 months to
2 May 2026
Same period 2025 Same period 2024
Rank 150 127 118
Rank change year-on-year -23 -9 -43
Permanent jobs citing Data Science 1,165 1,045 2,267
As % of all permanent jobs in the UK 1.29% 2.47% 2.37%
As % of the Processes & Methodologies category 1.73% 2.66% 2.76%
Number of salaries quoted 629 538 1,306
10th Percentile £45,000 £44,338 £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 67,238 39,252 82,067
As % of all permanent jobs advertised in the UK 74.66% 92.86% 85.61%
Number of salaries quoted 41,831 22,645 59,684
10th Percentile £30,000 £30,750 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £58,396 £60,000 £55,000
Median % change year-on-year -2.67% +9.09% -10.57%
75th Percentile £78,516 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +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 2 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 2 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 -19 1,087 £70,000 - 753
London +4 547 £80,000 -3.03% 419
UK excluding London -55 530 £62,500 -1.81% 437
Work from Home -19 365 £66,720 +4.25% 326
South East -19 156 £61,250 +3.81% 144
North of England -17 136 £66,720 +8.93% 125
North West +29 99 £70,466 +17.44% 66
South West -54 97 £60,000 -14.29% 54
Midlands -30 84 £62,500 +8.70% 59
East Midlands -20 45 £62,500 -16.67% 32
East of England -7 39 £86,725 +19.62% 30
West Midlands -36 39 £62,500 +13.64% 27
Yorkshire -71 33 £62,500 +3.18% 40
Scotland -66 12 £90,000 +56.52% 19
North East -38 4 £66,720 +6.75% 19
Wales -29 3 £39,511 -50.61% 8
Northern Ireland -41 3 - - 5

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 89 (7.64%) Apache Spark
2 76 (6.52%) Apache Airflow
3 22 (1.89%) Apache
3 22 (1.89%) ArcGIS
4 21 (1.80%) SharePoint
5 11 (0.94%) Jupyter
6 6 (0.52%) SAS
7 5 (0.43%) Confluence
7 5 (0.43%) GeoServer
7 5 (0.43%) IIS
8 3 (0.26%) Apache Superset
8 3 (0.26%) CMS
9 1 (0.086%) Apache Pulsar
9 1 (0.086%) Palantir Foundry
9 1 (0.086%) WordPress
Applications
1 40 (3.43%) Microsoft Excel
2 8 (0.69%) 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%) NetSuite
2 1 (0.086%) Odoo
2 1 (0.086%) SAP PLM
2 1 (0.086%) Teamcenter
Cloud Services
1 330 (28.33%) AWS
2 310 (26.61%) Azure
3 212 (18.20%) GCP
4 150 (12.88%) Power Platform
5 89 (7.64%) Snowflake
6 59 (5.06%) dbt
7 48 (4.12%) Azure Synapse Analytics
8 47 (4.03%) Azure Machine Learning
9 36 (3.09%) Azure Data Factory
10 29 (2.49%) Azure DevOps
11 26 (2.23%) SaaS
12 25 (2.15%) Amazon SageMaker
12 25 (2.15%) Azure AI
12 25 (2.15%) Serverless
13 22 (1.89%) Vertex AI
14 20 (1.72%) Amazon S3
15 18 (1.55%) Dagster
16 17 (1.46%) AWS Lambda
16 17 (1.46%) GitHub
17 15 (1.29%) Microsoft 365
Communications & Networking
1 82 (7.04%) Broadband
2 11 (0.94%) 4G
2 11 (0.94%) BGP
2 11 (0.94%) Cisco IOS
2 11 (0.94%) Ethernet VPN
2 11 (0.94%) IOS XR
2 11 (0.94%) MPLS
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
1 144 (12.36%) Power BI
2 139 (11.93%) Data Warehouse
3 97 (8.33%) Data Lake
4 95 (8.15%) Tableau
5 70 (6.01%) BigQuery
6 60 (5.15%) Amazon Redshift
6 60 (5.15%) Elasticsearch
7 50 (4.29%) Looker
8 49 (4.21%) NoSQL
9 42 (3.61%) Metadata
10 39 (3.35%) MongoDB
10 39 (3.35%) PostgreSQL
11 37 (3.18%) GIS
12 35 (3.00%) Big Data
13 27 (2.32%) MySQL
13 27 (2.32%) QGIS
13 27 (2.32%) Relational Database
14 26 (2.23%) Delta Lake
15 25 (2.15%) Snowflake Schema
16 24 (2.06%) SQL Server
Development Applications
1 80 (6.87%) Git
2 59 (5.06%) MLflow
3 15 (1.29%) GitLab
4 11 (0.94%) 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%) TeamCity
General
1 243 (20.86%) Social Skills
2 242 (20.77%) Finance
3 230 (19.74%) Analytical Skills
4 100 (8.58%) Inclusion and Diversity
5 72 (6.18%) Marketing
6 57 (4.89%) Banking
6 57 (4.89%) Retail
7 46 (3.95%) Public Sector
8 42 (3.61%) Law
9 41 (3.52%) Pharmaceutical
10 22 (1.89%) Legal
11 20 (1.72%) Advertising
11 20 (1.72%) Financial Institution
12 18 (1.55%) Manufacturing
13 15 (1.29%) Influencing Skills
13 15 (1.29%) Organisational Skills
14 13 (1.12%) Telecoms
15 11 (0.94%) Agriculture
15 11 (0.94%) Documentation Skills
15 11 (0.94%) Games
Job Titles
1 356 (30.56%) Data Scientist
2 271 (23.26%) Senior
3 170 (14.59%) Senior Data Scientist
4 166 (14.25%) Data Engineer
5 142 (12.19%) Lead
6 72 (6.18%) Consultant
7 70 (6.01%) Software Engineer
8 62 (5.32%) Analyst
9 60 (5.15%) Developer
10 43 (3.69%) Data Analyst
11 41 (3.52%) Senior Data Engineer
12 40 (3.43%) Lead Data Scientist
13 33 (2.83%) Artificial Intelligence Consultant
14 31 (2.66%) Systems Engineer
15 30 (2.58%) Architect
15 30 (2.58%) Scala Engineer
16 29 (2.49%) Data Consultant
17 28 (2.40%) Product Specialist
18 26 (2.23%) Python Engineer
19 24 (2.06%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 140 (12.02%) PyTorch
2 103 (8.84%) TensorFlow
3 67 (5.75%) scikit-learn
4 55 (4.72%) LangChain
5 49 (4.21%) Kafka
6 47 (4.03%) gRPC
7 38 (3.26%) PySpark
7 38 (3.26%) React
8 34 (2.92%) Pandas
9 29 (2.49%) LlamaIndex
10 25 (2.15%) pgvector
11 21 (1.80%) RESTful
12 20 (1.72%) Django
12 20 (1.72%) HTML
13 18 (1.55%) REST
14 16 (1.37%) FastAPI
15 15 (1.29%) CSS
16 14 (1.20%) Hugging Face
17 13 (1.12%) Node.js
17 13 (1.12%) NumPy
Miscellaneous
1 101 (8.67%) Algorithms
2 71 (6.09%) Distributed Systems
3 64 (5.49%) Life Science
4 60 (5.15%) Video\Live Streaming
5 55 (4.72%) Cloud Native
6 51 (4.38%) Over-the-Top Content
7 44 (3.78%) Product Ownership
8 31 (2.66%) Data Structures
9 29 (2.49%) Management Information System
10 27 (2.32%) AI Agents
11 26 (2.23%) Clustering
12 25 (2.15%) Social Media
13 24 (2.06%) Public Cloud
14 20 (1.72%) Greenfield Project
14 20 (1.72%) Onboarding
15 16 (1.37%) Enterprise Software
16 13 (1.12%) Low-Code
16 13 (1.12%) Self-Motivation
17 11 (0.94%) Hackathon
18 10 (0.86%) Virtual Team
Operating Systems
1 7 (0.60%) Linux
2 2 (0.17%) Unix
2 2 (0.17%) Windows
Processes & Methodologies
1 559 (47.98%) AI
2 554 (47.55%) Machine Learning
3 510 (43.78%) Analytics
4 247 (21.20%) Problem-Solving
5 240 (20.60%) Data Engineering
6 224 (19.23%) Decision-Making
7 223 (19.14%) Agile
8 208 (17.85%) CI/CD
9 198 (17.00%) Business Intelligence
10 197 (16.91%) Data Pipeline
11 177 (15.19%) Computer Science
12 176 (15.11%) Data Modelling
13 170 (14.59%) Software Engineering
14 153 (13.13%) Use Case
15 152 (13.05%) Mentoring
16 150 (12.88%) ETL
17 147 (12.62%) Visualisation
18 142 (12.19%) Generative AI
19 141 (12.10%) MLOps
20 127 (10.90%) Roadmaps
Programming Languages
1 607 (52.10%) Python
2 316 (27.12%) SQL
3 97 (8.33%) Scala
4 79 (6.78%) Java
5 69 (5.92%) R
6 63 (5.41%) Go
7 31 (2.66%) JavaScript
8 25 (2.15%) C++
9 18 (1.55%) VBA
10 16 (1.37%) TypeScript
11 14 (1.20%) C#
12 12 (1.03%) Bash
13 11 (0.94%) Rust
14 9 (0.77%) C
15 8 (0.69%) PHP
15 8 (0.69%) T-SQL
16 7 (0.60%) Bicep
17 6 (0.52%) Julia
17 6 (0.52%) PowerShell
18 5 (0.43%) ANSI SQL
Qualifications
1 312 (26.78%) Degree
2 132 (11.33%) Security Cleared
3 105 (9.01%) Master's Degree
4 62 (5.32%) DV Cleared
5 61 (5.24%) Computer Science Degree
6 58 (4.98%) SC Cleared
7 57 (4.89%) PhD
8 34 (2.92%) DBS Check
9 17 (1.46%) Azure Certification
10 15 (1.29%) MBA
11 11 (0.94%) Numerate Degree
12 9 (0.77%) APMP
13 8 (0.69%) Microsoft Certification
14 7 (0.60%) Postgraduate
15 4 (0.34%) BPSS Clearance
16 3 (0.26%) AWS Certification
16 3 (0.26%) CISSP
17 2 (0.17%) GIAC
17 2 (0.17%) PMI Certification
17 2 (0.17%) SANS
Quality Assurance & Compliance
1 150 (12.88%) Data Quality
2 57 (4.89%) GDPR
3 49 (4.21%) Accessibility
4 35 (3.00%) QA
5 25 (2.15%) California Consumer Privacy Act
6 17 (1.46%) GxP
7 11 (0.94%) Solvency II
8 10 (0.86%) Actionable Recommendations
9 9 (0.77%) EU AI Act
9 9 (0.77%) HIPAA
9 9 (0.77%) PSD2
10 3 (0.26%) PERC
11 2 (0.17%) 21 CFR Part 11
11 2 (0.17%) IFRS
11 2 (0.17%) IFRS 17
12 1 (0.086%) GMP
12 1 (0.086%) GRC
12 1 (0.086%) ISO/IEC 27001
12 1 (0.086%) NCSC
12 1 (0.086%) NIST
System Software
1 114 (9.79%) 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 68 (5.84%) Kubernetes
2 47 (4.03%) 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
1 166 (14.25%) Databricks
2 70 (6.01%) Google
3 68 (5.84%) Microsoft
4 48 (4.12%) Dell
5 45 (3.86%) Typelevel
6 31 (2.66%) Informatica
7 26 (2.23%) OpenAI
8 25 (2.15%) Teradata
9 24 (2.06%) Denodo
10 23 (1.97%) Cloudera
11 19 (1.63%) Cisco
12 18 (1.55%) Salesforce
13 16 (1.37%) Oracle
14 14 (1.20%) Palantir
15 10 (0.86%) Alteryx
16 9 (0.77%) Bloomberg
17 8 (0.69%) Foundry
18 7 (0.60%) ServiceNow
18 7 (0.60%) Talend
19 5 (0.43%) BT