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

6 months to
12 May 2026
Same period 2025 Same period 2024
Rank 157 136 121
Rank change year-on-year -21 -15 -47
Permanent jobs citing Data Science 1,154 1,058 2,263
As % of all permanent jobs in the UK 1.28% 2.42% 2.34%
As % of the Processes & Methodologies category 1.73% 2.59% 2.75%
Number of salaries quoted 641 544 1,291
10th Percentile £45,000 £44,713 £42,250
25th Percentile £55,000 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £71,991 £65,000
Median % change year-on-year -2.77% +10.76% -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 £63,876 £57,500
% change year-on-year -2.15% +11.09% -10.99%

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 66,794 40,810 82,365
As % of all permanent jobs advertised in the UK 73.89% 93.32% 85.22%
Number of salaries quoted 42,940 22,598 59,746
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,750 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -9.84%
75th Percentile £78,750 £79,500 £72,500
90th Percentile £100,000 £101,250 £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 12 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 12 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 -11 1,077 £70,000 -2.77% 929
London +4 536 £80,000 -3.03% 495
UK excluding London -27 528 £62,500 -2.15% 618
Work from Home +13 385 £66,720 +4.25% 428
South East -11 145 £62,500 +5.93% 213
North of England +14 140 £66,720 +6.75% 142
North West +49 105 £70,000 +13.02% 69
South West -45 102 £60,000 -14.29% 84
Midlands -14 86 £62,500 +8.70% 81
East Midlands -5 45 £65,000 -13.33% 47
West Midlands -33 41 £62,500 +11.18% 32
East of England -6 39 £86,725 +19.21% 74
Yorkshire -62 32 £56,250 -11.63% 43
Scotland -41 10 £85,000 +47.83% 23
Wales -28 3 £39,511 -50.61% 10
Northern Ireland -36 3 - - 6
North East -37 3 £66,720 +6.75% 30

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 88 (7.63%) Apache Spark
2 75 (6.50%) Apache Airflow
3 23 (1.99%) Apache
4 22 (1.91%) ArcGIS
5 18 (1.56%) SharePoint
6 12 (1.04%) 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 (0.087%) Apache Pulsar
10 1 (0.087%) Palantir Foundry
10 1 (0.087%) WordPress
Applications
1 37 (3.21%) Microsoft Excel
2 7 (0.61%) Chatbot
3 4 (0.35%) Microsoft Project
4 3 (0.26%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
6 1 (0.087%) Microsoft Office
6 1 (0.087%) Trello
Business Applications
1 4 (0.35%) Salesforce CRM
2 1 (0.087%) Dynamics CRM
2 1 (0.087%) FIS Private Capital Suite
2 1 (0.087%) SAP PLM
2 1 (0.087%) Teamcenter
Cloud Services
1 318 (27.56%) AWS
2 298 (25.82%) Azure
3 204 (17.68%) GCP
4 138 (11.96%) Power Platform
5 86 (7.45%) Snowflake
6 57 (4.94%) dbt
7 49 (4.25%) Azure Synapse Analytics
8 46 (3.99%) Azure Machine Learning
9 37 (3.21%) Azure Data Factory
10 32 (2.77%) SaaS
11 28 (2.43%) Serverless
12 26 (2.25%) Azure DevOps
13 20 (1.73%) Amazon S3
13 20 (1.73%) AWS Lambda
14 17 (1.47%) Dagster
15 16 (1.39%) Amazon SageMaker
15 16 (1.39%) Azure AI
15 16 (1.39%) GitHub
16 13 (1.13%) Vertex AI
17 12 (1.04%) Microsoft 365
Communications & Networking
1 87 (7.54%) 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 (0.35%) 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 (0.087%) Kerberos
7 1 (0.087%) LTE
7 1 (0.087%) TCAP
7 1 (0.087%) Wi-Fi
7 1 (0.087%) Wireless
Database & Business Intelligence
1 137 (11.87%) Data Warehouse
2 132 (11.44%) Power BI
3 93 (8.06%) Data Lake
4 86 (7.45%) Tableau
5 68 (5.89%) BigQuery
6 62 (5.37%) Amazon Redshift
7 61 (5.29%) Elasticsearch
8 49 (4.25%) Looker
9 48 (4.16%) NoSQL
10 37 (3.21%) GIS
10 37 (3.21%) PostgreSQL
11 36 (3.12%) Big Data
11 36 (3.12%) Metadata
11 36 (3.12%) MongoDB
12 27 (2.34%) QGIS
13 26 (2.25%) Relational Database
14 24 (2.08%) Delta Lake
14 24 (2.08%) Snowflake Schema
15 23 (1.99%) MySQL
15 23 (1.99%) SQL Server
Development Applications
1 83 (7.19%) Git
2 56 (4.85%) MLflow
3 14 (1.21%) GitLab
4 11 (0.95%) JIRA
5 8 (0.69%) Jenkins
6 4 (0.35%) Selenium
7 2 (0.17%) Visual Studio Code
8 1 (0.087%) Bitbucket
8 1 (0.087%) Claude Code
8 1 (0.087%) JUnit
8 1 (0.087%) TeamCity
General
1 233 (20.19%) Social Skills
2 229 (19.84%) Analytical Skills
3 216 (18.72%) Finance
4 94 (8.15%) Inclusion and Diversity
5 61 (5.29%) Marketing
6 51 (4.42%) Retail
7 45 (3.90%) Public Sector
8 40 (3.47%) Banking
8 40 (3.47%) Law
9 26 (2.25%) Pharmaceutical
10 23 (1.99%) Advertising
10 23 (1.99%) Legal
11 17 (1.47%) Financial Institution
12 16 (1.39%) Manufacturing
13 15 (1.30%) Influencing Skills
13 15 (1.30%) Organisational Skills
14 14 (1.21%) Telecoms
15 13 (1.13%) Games
16 11 (0.95%) Agriculture
17 8 (0.69%) Publishing
Job Titles
1 374 (32.41%) Data Scientist
2 282 (24.44%) Senior
3 183 (15.86%) Senior Data Scientist
4 160 (13.86%) Data Engineer
5 128 (11.09%) Lead
6 76 (6.59%) Software Engineer
7 70 (6.07%) Consultant
8 57 (4.94%) Developer
9 55 (4.77%) Analyst
10 43 (3.73%) Lead Data Scientist
11 40 (3.47%) Senior Data Engineer
12 38 (3.29%) Data Analyst
13 33 (2.86%) Artificial Intelligence Consultant
14 31 (2.69%) Systems Engineer
15 30 (2.60%) Architect
15 30 (2.60%) Scala Engineer
16 28 (2.43%) Product Specialist
17 27 (2.34%) Data Consultant
17 27 (2.34%) Python Engineer
18 24 (2.08%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 132 (11.44%) PyTorch
2 94 (8.15%) TensorFlow
3 63 (5.46%) scikit-learn
4 50 (4.33%) LangChain
5 48 (4.16%) Kafka
6 47 (4.07%) gRPC
7 38 (3.29%) React
8 36 (3.12%) PySpark
9 32 (2.77%) Pandas
10 29 (2.51%) LlamaIndex
11 25 (2.17%) pgvector
12 24 (2.08%) RESTful
13 20 (1.73%) REST
14 19 (1.65%) Django
14 19 (1.65%) HTML
15 16 (1.39%) CSS
16 14 (1.21%) FastAPI
17 13 (1.13%) Hugging Face
17 13 (1.13%) Node.js
17 13 (1.13%) NumPy
Miscellaneous
1 102 (8.84%) Algorithms
2 72 (6.24%) Distributed Systems
3 59 (5.11%) Video\Live Streaming
4 54 (4.68%) Cloud Native
5 51 (4.42%) Over-the-Top Content
6 44 (3.81%) Life Science
7 41 (3.55%) Product Ownership
8 32 (2.77%) Clustering
9 30 (2.60%) Data Structures
10 29 (2.51%) Management Information System
11 26 (2.25%) Social Media
12 25 (2.17%) Public Cloud
13 23 (1.99%) AI Agents
14 20 (1.73%) Greenfield Project
15 16 (1.39%) Enterprise Software
16 15 (1.30%) Onboarding
17 12 (1.04%) Low-Code
18 10 (0.87%) Hackathon
18 10 (0.87%) Self-Motivation
18 10 (0.87%) Virtual Team
Operating Systems
1 9 (0.78%) Linux
2 3 (0.26%) Windows
3 2 (0.17%) Unix
Processes & Methodologies
1 544 (47.14%) AI
2 530 (45.93%) Machine Learning
3 487 (42.20%) Analytics
4 236 (20.45%) Problem-Solving
5 228 (19.76%) Data Engineering
6 209 (18.11%) Decision-Making
7 208 (18.02%) Agile
8 206 (17.85%) CI/CD
9 193 (16.72%) Data Pipeline
10 185 (16.03%) Business Intelligence
11 177 (15.34%) Software Engineering
12 169 (14.64%) Data Modelling
13 156 (13.52%) Computer Science
14 154 (13.34%) Mentoring
15 147 (12.74%) ETL
16 142 (12.31%) Visualisation
17 140 (12.13%) MLOps
18 136 (11.79%) Generative AI
19 135 (11.70%) Use Case
20 123 (10.66%) Data Management
Programming Languages
1 596 (51.65%) Python
2 309 (26.78%) SQL
3 95 (8.23%) Scala
4 81 (7.02%) Java
5 64 (5.55%) R
6 63 (5.46%) Go
7 34 (2.95%) JavaScript
8 29 (2.51%) C++
9 17 (1.47%) C#
9 17 (1.47%) TypeScript
9 17 (1.47%) VBA
10 12 (1.04%) Bash
11 11 (0.95%) C
12 10 (0.87%) Rust
13 8 (0.69%) T-SQL
14 7 (0.61%) Bicep
15 6 (0.52%) Julia
15 6 (0.52%) PHP
15 6 (0.52%) PowerShell
16 5 (0.43%) Data Analysis Expressions
Qualifications
1 287 (24.87%) Degree
2 127 (11.01%) Security Cleared
3 86 (7.45%) Master's Degree
4 64 (5.55%) DV Cleared
5 53 (4.59%) SC Cleared
6 52 (4.51%) PhD
7 49 (4.25%) Computer Science Degree
8 35 (3.03%) DBS Check
9 16 (1.39%) Azure Certification
10 14 (1.21%) MBA
11 8 (0.69%) APMP
11 8 (0.69%) Microsoft Certification
12 7 (0.61%) Numerate Degree
12 7 (0.61%) Postgraduate
13 4 (0.35%) BPSS Clearance
14 3 (0.26%) CISSP
15 2 (0.17%) AWS Certification
15 2 (0.17%) CompTIA Security+
15 2 (0.17%) GIAC
15 2 (0.17%) SANS
Quality Assurance & Compliance
1 139 (12.05%) Data Quality
2 48 (4.16%) Accessibility
3 47 (4.07%) GDPR
4 37 (3.21%) QA
5 25 (2.17%) California Consumer Privacy Act
6 12 (1.04%) GxP
7 10 (0.87%) 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 (0.087%) GMP
10 1 (0.087%) GRC
10 1 (0.087%) NCSC
10 1 (0.087%) NIST
System Software
1 110 (9.53%) Docker
2 3 (0.26%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.087%) Virtual Desktop
Systems Management
1 65 (5.63%) Kubernetes
2 48 (4.16%) Terraform
3 8 (0.69%) Kubeflow
4 4 (0.35%) Argo
5 3 (0.26%) Ansible
6 2 (0.17%) Computer Emergency Response Teams
6 2 (0.17%) Computer Incident Response Team
7 1 (0.087%) Nagios
Vendors
1 160 (13.86%) Databricks
2 65 (5.63%) Microsoft
3 60 (5.20%) Google
4 48 (4.16%) Dell
5 45 (3.90%) Typelevel
6 30 (2.60%) Informatica
7 25 (2.17%) Teradata
8 24 (2.08%) Denodo
9 23 (1.99%) Cloudera
9 23 (1.99%) OpenAI
10 19 (1.65%) Cisco
11 16 (1.39%) Salesforce
12 13 (1.13%) Oracle
13 12 (1.04%) Palantir
14 8 (0.69%) Foundry
15 7 (0.61%) Alteryx
15 7 (0.61%) ServiceNow
16 6 (0.52%) Bloomberg
16 6 (0.52%) Talend
17 5 (0.43%) BT