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

6 months to
9 May 2026
Same period 2025 Same period 2024
Rank 156 133 120
Rank change year-on-year -23 -13 -45
Permanent jobs citing Data Science 1,158 1,057 2,269
As % of all permanent jobs in the UK 1.28% 2.43% 2.35%
As % of the Processes & Methodologies category 1.72% 2.60% 2.76%
Number of salaries quoted 639 549 1,297
10th Percentile £45,000 £44,918 £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% -10.59%

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 67,307 40,602 82,234
As % of all permanent jobs advertised in the UK 74.25% 93.30% 85.26%
Number of salaries quoted 42,652 22,587 59,697
10th Percentile £30,000 £30,450 £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 £102,446 £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 9 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 9 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 -9 1,083 £70,000 -2.77% 763
London -2 541 £80,000 -3.03% 427
UK excluding London -36 528 £62,500 -1.81% 461
Work from Home +3 382 £66,720 +4.25% 298
South East -16 150 £61,250 +3.81% 151
North of England -19 140 £66,720 +8.93% 128
North West +35 105 £70,000 +16.67% 62
South West -51 100 £60,000 -14.29% 61
Midlands -23 84 £62,500 +8.70% 67
East Midlands +1 44 £65,000 -13.33% 36
West Midlands -42 40 £62,500 +11.18% 30
East of England +2 39 £86,725 +19.21% 30
Yorkshire -62 31 £57,500 -5.08% 40
Scotland -53 9 £85,000 +47.83% 17
North East -45 4 £66,720 +6.75% 26
Wales -32 3 £39,511 -50.61% 9
Northern Ireland -34 3 - - 4

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 (7.94%) Apache Spark
2 76 (6.56%) Apache Airflow
3 23 (1.99%) Apache
4 22 (1.90%) ArcGIS
5 19 (1.64%) 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 (0.086%) Apache Pulsar
10 1 (0.086%) Palantir Foundry
10 1 (0.086%) WordPress
Applications
1 39 (3.37%) Microsoft Excel
2 7 (0.60%) Chatbot
3 4 (0.35%) 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 (27.72%) AWS
2 300 (25.91%) Azure
3 208 (17.96%) GCP
4 144 (12.44%) Power Platform
5 87 (7.51%) Snowflake
6 58 (5.01%) dbt
7 50 (4.32%) Azure Synapse Analytics
8 46 (3.97%) Azure Machine Learning
9 38 (3.28%) Azure Data Factory
10 32 (2.76%) SaaS
11 28 (2.42%) Azure DevOps
11 28 (2.42%) Serverless
12 22 (1.90%) Amazon S3
13 20 (1.73%) 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 13 (1.12%) Microsoft 365
16 13 (1.12%) Vertex AI
Communications & Networking
1 88 (7.60%) 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 (0.086%) 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
1 138 (11.92%) Power BI
2 137 (11.83%) Data Warehouse
3 94 (8.12%) Data Lake
4 87 (7.51%) Tableau
5 70 (6.04%) BigQuery
6 62 (5.35%) Amazon Redshift
7 61 (5.27%) Elasticsearch
8 50 (4.32%) Looker
9 49 (4.23%) NoSQL
10 40 (3.45%) Metadata
11 39 (3.37%) PostgreSQL
12 38 (3.28%) Big Data
13 37 (3.20%) GIS
13 37 (3.20%) MongoDB
14 27 (2.33%) QGIS
14 27 (2.33%) Relational Database
15 26 (2.25%) Delta Lake
16 25 (2.16%) MySQL
16 25 (2.16%) Snowflake Schema
16 25 (2.16%) SQL Server
Development Applications
1 84 (7.25%) Git
2 58 (5.01%) MLflow
3 15 (1.30%) 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 (0.086%) Bitbucket
8 1 (0.086%) Claude Code
8 1 (0.086%) JUnit
8 1 (0.086%) TeamCity
General
1 239 (20.64%) Social Skills
2 232 (20.03%) Analytical Skills
3 220 (19.00%) Finance
4 95 (8.20%) Inclusion and Diversity
5 63 (5.44%) Marketing
6 53 (4.58%) Retail
7 45 (3.89%) Public Sector
8 42 (3.63%) Banking
9 39 (3.37%) Law
10 29 (2.50%) Pharmaceutical
11 23 (1.99%) Advertising
11 23 (1.99%) Legal
12 17 (1.47%) Financial Institution
12 17 (1.47%) Organisational Skills
13 16 (1.38%) Manufacturing
14 15 (1.30%) Influencing Skills
15 14 (1.21%) Telecoms
16 12 (1.04%) Games
17 11 (0.95%) Agriculture
18 9 (0.78%) Documentation Skills
Job Titles
1 366 (31.61%) Data Scientist
2 280 (24.18%) Senior
3 179 (15.46%) Senior Data Scientist
4 164 (14.16%) Data Engineer
5 130 (11.23%) Lead
6 73 (6.30%) Consultant
6 73 (6.30%) Software Engineer
7 59 (5.09%) Developer
8 58 (5.01%) Analyst
9 42 (3.63%) Lead Data Scientist
10 41 (3.54%) Senior Data Engineer
11 39 (3.37%) Data Analyst
12 33 (2.85%) Artificial Intelligence Consultant
13 31 (2.68%) Systems Engineer
14 30 (2.59%) Architect
14 30 (2.59%) Scala Engineer
15 29 (2.50%) Data Consultant
16 28 (2.42%) Product Specialist
17 27 (2.33%) Python Engineer
18 24 (2.07%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.66%) PyTorch
2 98 (8.46%) TensorFlow
3 65 (5.61%) scikit-learn
4 51 (4.40%) LangChain
5 50 (4.32%) Kafka
6 47 (4.06%) gRPC
7 38 (3.28%) PySpark
7 38 (3.28%) React
8 33 (2.85%) Pandas
9 29 (2.50%) LlamaIndex
10 25 (2.16%) pgvector
11 24 (2.07%) RESTful
12 20 (1.73%) Django
12 20 (1.73%) HTML
12 20 (1.73%) REST
13 16 (1.38%) CSS
13 16 (1.38%) FastAPI
14 14 (1.21%) Hugging Face
15 13 (1.12%) NumPy
15 13 (1.12%) Streamlit
Miscellaneous
1 105 (9.07%) Algorithms
2 72 (6.22%) Distributed Systems
3 60 (5.18%) Video\Live Streaming
4 55 (4.75%) Cloud Native
5 51 (4.40%) Over-the-Top Content
6 50 (4.32%) Life Science
7 42 (3.63%) Product Ownership
8 32 (2.76%) Clustering
9 31 (2.68%) Data Structures
10 29 (2.50%) Management Information System
11 26 (2.25%) Social Media
12 25 (2.16%) Public Cloud
13 22 (1.90%) AI Agents
14 20 (1.73%) Greenfield Project
15 18 (1.55%) Onboarding
16 16 (1.38%) Enterprise Software
17 13 (1.12%) Low-Code
18 11 (0.95%) Hackathon
19 10 (0.86%) Self-Motivation
19 10 (0.86%) Virtual Team
Operating Systems
1 8 (0.69%) Linux
2 3 (0.26%) Windows
3 2 (0.17%) Unix
Processes & Methodologies
1 548 (47.32%) AI
2 540 (46.63%) Machine Learning
3 496 (42.83%) Analytics
4 238 (20.55%) Problem-Solving
5 233 (20.12%) Data Engineering
6 218 (18.83%) Agile
7 213 (18.39%) Decision-Making
8 210 (18.13%) CI/CD
9 196 (16.93%) Data Pipeline
10 191 (16.49%) Business Intelligence
11 176 (15.20%) Data Modelling
12 175 (15.11%) Software Engineering
13 161 (13.90%) Computer Science
14 154 (13.30%) Mentoring
15 149 (12.87%) ETL
16 145 (12.52%) Visualisation
17 140 (12.09%) MLOps
17 140 (12.09%) Use Case
18 136 (11.74%) Generative AI
19 126 (10.88%) Data Management
Programming Languages
1 608 (52.50%) Python
2 317 (27.37%) SQL
3 96 (8.29%) Scala
4 80 (6.91%) Java
5 66 (5.70%) R
6 63 (5.44%) Go
7 33 (2.85%) JavaScript
8 27 (2.33%) C++
9 18 (1.55%) VBA
10 17 (1.47%) TypeScript
11 16 (1.38%) C#
12 12 (1.04%) Bash
13 10 (0.86%) C
13 10 (0.86%) Rust
14 8 (0.69%) T-SQL
15 7 (0.60%) Bicep
15 7 (0.60%) PHP
16 6 (0.52%) Julia
16 6 (0.52%) PowerShell
17 5 (0.43%) Data Analysis Expressions
Qualifications
1 294 (25.39%) Degree
2 131 (11.31%) Security Cleared
3 91 (7.86%) Master's Degree
4 63 (5.44%) DV Cleared
5 57 (4.92%) SC Cleared
6 55 (4.75%) PhD
7 50 (4.32%) Computer Science Degree
8 35 (3.02%) DBS Check
9 16 (1.38%) Azure Certification
10 14 (1.21%) MBA
11 8 (0.69%) APMP
11 8 (0.69%) Microsoft Certification
12 7 (0.60%) Numerate Degree
12 7 (0.60%) 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
1 145 (12.52%) Data Quality
2 49 (4.23%) Accessibility
3 47 (4.06%) GDPR
4 37 (3.20%) QA
5 25 (2.16%) California Consumer Privacy Act
6 14 (1.21%) 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 (9.67%) 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 (5.70%) Kubernetes
2 49 (4.23%) 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 (0.086%) Nagios
Vendors
1 163 (14.08%) Databricks
2 66 (5.70%) Microsoft
3 61 (5.27%) Google
4 48 (4.15%) Dell
5 45 (3.89%) Typelevel
6 30 (2.59%) Informatica
7 25 (2.16%) Teradata
8 24 (2.07%) Denodo
9 23 (1.99%) Cloudera
9 23 (1.99%) OpenAI
10 19 (1.64%) Cisco
11 17 (1.47%) Salesforce
12 14 (1.21%) Oracle
13 12 (1.04%) Palantir
14 8 (0.69%) Foundry
15 7 (0.60%) Alteryx
15 7 (0.60%) ServiceNow
16 6 (0.52%) Bloomberg
16 6 (0.52%) Talend
17 5 (0.43%) BT