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 11 June 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 143 136 128
Rank change year-on-year -7 -8 -48
Permanent jobs citing Data Science 1,251 1,090 2,233
As % of all permanent jobs in the UK 1.35% 2.47% 2.10%
As % of the Processes & Methodologies category 1.86% 2.66% 2.54%
Number of salaries quoted 697 504 1,240
10th Percentile £42,593 £42,500 £41,250
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,246 £65,000
Median % change year-on-year -3.11% +11.15% -7.14%
75th Percentile £87,775 £95,000 £90,000
90th Percentile £100,000 £115,000 £112,500
UK excluding London median annual salary £65,000 £63,764 £55,000
% change year-on-year +1.94% +15.93% -12.00%

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 67,331 40,980 87,741
As % of all permanent jobs advertised in the UK 72.88% 92.69% 82.42%
Number of salaries quoted 46,057 21,831 62,274
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,000 £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 11 June 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 11 June 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 0 1,168 £70,000 -3.45% 718
UK excluding London -7 595 £65,000 +1.94% 498
London -7 561 £79,250 -3.94% 377
Work from Home +39 441 £66,720 +0.53% 336
North of England +42 164 £70,000 +21.74% 138
South East -56 131 £70,000 +21.74% 164
North West +76 121 £75,000 +33.33% 80
South West -34 120 £60,000 -14.29% 62
Midlands +31 118 £60,000 +4.35% 56
East Midlands +26 73 £65,000 +62.50% 32
East of England +2 47 £86,725 +10.66% 42
West Midlands -14 45 £43,000 -27.88% 24
Yorkshire -37 34 £53,750 -15.56% 44
Scotland -25 9 £75,000 +7.14% 27
North East -40 9 £77,500 +49.04% 14
Northern Ireland -35 3 - - 11
Wales -43 3 £39,511 -50.61% 14

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 (7.35%) Apache Spark
2 69 (5.52%) Apache Airflow
3 26 (2.08%) Apache
4 22 (1.76%) ArcGIS
5 16 (1.28%) SAS
6 15 (1.20%) SharePoint
7 14 (1.12%) Jupyter
8 6 (0.48%) Confluence
9 5 (0.40%) GeoServer
10 4 (0.32%) IIS
11 3 (0.24%) CMS
11 3 (0.24%) ColdFusion
12 2 (0.16%) Apache Pulsar
12 2 (0.16%) Apache Superset
13 1 (0.080%) Palantir Foundry
13 1 (0.080%) WordPress
Applications
1 35 (2.80%) Microsoft Excel
2 6 (0.48%) Chatbot
3 5 (0.40%) Microsoft Project
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) Microsoft PowerPoint
5 2 (0.16%) SPSS
6 1 (0.080%) Trello
Business Applications
1 3 (0.24%) Salesforce CRM
2 1 (0.080%) Dynamics CRM
2 1 (0.080%) FIS Private Capital Suite
2 1 (0.080%) HFM
2 1 (0.080%) Oracle EBS
2 1 (0.080%) Oracle ERP
Cloud Services
1 328 (26.22%) AWS
2 296 (23.66%) Azure
3 209 (16.71%) GCP
4 129 (10.31%) Power Platform
5 83 (6.63%) Snowflake
6 52 (4.16%) dbt
7 48 (3.84%) Azure Synapse Analytics
8 40 (3.20%) Azure Machine Learning
9 39 (3.12%) Azure Data Factory
10 36 (2.88%) SaaS
11 32 (2.56%) Serverless
12 25 (2.00%) Azure DevOps
13 24 (1.92%) Amazon S3
14 23 (1.84%) AWS Lambda
15 17 (1.36%) Dagster
16 16 (1.28%) GitHub
17 15 (1.20%) Amazon SageMaker
17 15 (1.20%) Vertex AI
18 13 (1.04%) Azure AI
19 11 (0.88%) Microsoft 365
Communications & Networking
1 98 (7.83%) Broadband
2 11 (0.88%) 4G
2 11 (0.88%) BGP
2 11 (0.88%) Cisco IOS
2 11 (0.88%) Ethernet VPN
2 11 (0.88%) IOS XR
2 11 (0.88%) MPLS
3 6 (0.48%) 5G
4 5 (0.40%) Internet
4 5 (0.40%) Software-Defined Radio
5 4 (0.32%) HTTP
6 2 (0.16%) Firewall
6 2 (0.16%) Tactical Data Link
7 1 (0.080%) Kerberos
7 1 (0.080%) LTE
7 1 (0.080%) SMS
7 1 (0.080%) Wi-Fi
7 1 (0.080%) Wireless
Database & Business Intelligence
1 124 (9.91%) Power BI
2 123 (9.83%) Data Warehouse
3 83 (6.63%) Data Lake
4 81 (6.47%) Tableau
5 68 (5.44%) BigQuery
6 65 (5.20%) Amazon Redshift
7 59 (4.72%) Elasticsearch
8 53 (4.24%) Looker
9 48 (3.84%) NoSQL
10 47 (3.76%) Metadata
11 38 (3.04%) Big Data
12 37 (2.96%) GIS
12 37 (2.96%) MongoDB
13 36 (2.88%) PostgreSQL
14 28 (2.24%) Relational Database
15 26 (2.08%) Delta Lake
15 26 (2.08%) QGIS
16 24 (1.92%) Snowflake Schema
17 22 (1.76%) Spatial Data
18 19 (1.52%) MySQL
Development Applications
1 91 (7.27%) Git
2 54 (4.32%) MLflow
3 12 (0.96%) GitLab
3 12 (0.96%) JIRA
4 11 (0.88%) Jenkins
5 4 (0.32%) Selenium
6 3 (0.24%) Visual Studio Code
7 2 (0.16%) Claude Code
7 2 (0.16%) JUnit
8 1 (0.080%) Bitbucket
General
1 243 (19.42%) Social Skills
2 237 (18.94%) Analytical Skills
3 232 (18.55%) Finance
4 100 (7.99%) Inclusion and Diversity
5 73 (5.84%) Marketing
6 55 (4.40%) Retail
7 52 (4.16%) Banking
8 50 (4.00%) Public Sector
9 36 (2.88%) Law
10 26 (2.08%) Advertising
11 23 (1.84%) Legal
12 21 (1.68%) Organisational Skills
13 20 (1.60%) Pharmaceutical
14 18 (1.44%) Financial Institution
15 16 (1.28%) Manufacturing
16 15 (1.20%) Influencing Skills
16 15 (1.20%) Telecoms
17 13 (1.04%) Games
18 10 (0.80%) Agriculture
18 10 (0.80%) Publishing
Job Titles
1 453 (36.21%) Data Scientist
2 294 (23.50%) Senior
3 212 (16.95%) Senior Data Scientist
4 160 (12.79%) Data Engineer
5 152 (12.15%) Lead
6 83 (6.63%) Software Engineer
7 81 (6.47%) Developer
8 69 (5.52%) Consultant
9 56 (4.48%) Lead Data Scientist
10 52 (4.16%) Analyst
11 42 (3.36%) Senior Data Engineer
12 34 (2.72%) Python Engineer
13 33 (2.64%) Artificial Intelligence Consultant
13 33 (2.64%) Data Analyst
14 31 (2.48%) Architect
14 31 (2.48%) Systems Engineer
15 30 (2.40%) Research Scientist
15 30 (2.40%) Scala Engineer
16 29 (2.32%) Artificial Intelligence Engineer
17 28 (2.24%) Product Specialist
Libraries, Frameworks & Software Standards
1 159 (12.71%) PyTorch
2 119 (9.51%) TensorFlow
3 69 (5.52%) scikit-learn
4 54 (4.32%) Kafka
5 53 (4.24%) LangChain
6 47 (3.76%) gRPC
7 41 (3.28%) PySpark
8 35 (2.80%) React
9 33 (2.64%) Pandas
10 30 (2.40%) LlamaIndex
11 26 (2.08%) Hugging Face
12 25 (2.00%) pgvector
13 24 (1.92%) RESTful
14 21 (1.68%) REST
15 19 (1.52%) Django
15 19 (1.52%) FastAPI
16 16 (1.28%) CSS
16 16 (1.28%) HTML
16 16 (1.28%) NumPy
17 14 (1.12%) .NET
Miscellaneous
1 112 (8.95%) Algorithms
2 73 (5.84%) Distributed Systems
3 69 (5.52%) Video\Live Streaming
4 63 (5.04%) Cloud Native
5 54 (4.32%) Over-the-Top Content
6 50 (4.00%) Product Ownership
7 34 (2.72%) Data Structures
8 33 (2.64%) Life Science
9 32 (2.56%) Clustering
10 28 (2.24%) AI Agents
10 28 (2.24%) Social Media
11 26 (2.08%) Public Cloud
12 23 (1.84%) Management Information System
13 17 (1.36%) Enterprise Software
13 17 (1.36%) Greenfield Project
14 13 (1.04%) Onboarding
15 11 (0.88%) e-Learning
15 11 (0.88%) Low-Code
16 10 (0.80%) Virtual Team
17 9 (0.72%) Hackathon
Operating Systems
1 17 (1.36%) Linux
2 7 (0.56%) Windows
3 2 (0.16%) Unix
4 1 (0.080%) Embedded Linux
Processes & Methodologies
1 585 (46.76%) AI
2 579 (46.28%) Machine Learning
3 486 (38.85%) Analytics
4 232 (18.55%) CI/CD
5 231 (18.47%) Problem-Solving
6 230 (18.39%) Data Engineering
7 224 (17.91%) Agile
8 218 (17.43%) Decision-Making
9 210 (16.79%) Software Engineering
10 199 (15.91%) Data Pipeline
11 189 (15.11%) Business Intelligence
12 186 (14.87%) Mentoring
13 169 (13.51%) Roadmaps
14 166 (13.27%) Generative AI
15 164 (13.11%) Data Modelling
16 162 (12.95%) MLOps
17 147 (11.75%) Use Case
18 144 (11.51%) Computer Science
19 141 (11.27%) ETL
20 136 (10.87%) Visualisation
Programming Languages
1 652 (52.12%) Python
2 325 (25.98%) SQL
3 95 (7.59%) Scala
4 80 (6.39%) Java
5 64 (5.12%) R
6 62 (4.96%) Go
7 35 (2.80%) C++
7 35 (2.80%) JavaScript
8 22 (1.76%) C#
9 18 (1.44%) VBA
10 15 (1.20%) Bash
11 14 (1.12%) TypeScript
12 13 (1.04%) C
13 8 (0.64%) Bicep
13 8 (0.64%) Julia
14 7 (0.56%) T-SQL
15 6 (0.48%) PowerShell
16 5 (0.40%) Data Analysis Expressions
16 5 (0.40%) Rust
17 4 (0.32%) Groovy
Qualifications
1 286 (22.86%) Degree
2 130 (10.39%) Security Cleared
3 84 (6.71%) Master's Degree
4 69 (5.52%) DV Cleared
5 62 (4.96%) PhD
6 55 (4.40%) SC Cleared
7 42 (3.36%) Computer Science Degree
8 32 (2.56%) DBS Check
9 19 (1.52%) Azure Certification
10 11 (0.88%) MBA
11 9 (0.72%) Microsoft Certification
12 8 (0.64%) Postgraduate
13 7 (0.56%) APMP
14 6 (0.48%) BPSS Clearance
15 3 (0.24%) AWS Certification
15 3 (0.24%) CISSP
15 3 (0.24%) Numerate Degree
16 2 (0.16%) GIAC
16 2 (0.16%) Oracle Certification
16 2 (0.16%) SANS
Quality Assurance & Compliance
1 128 (10.23%) Data Quality
2 46 (3.68%) Accessibility
3 43 (3.44%) GDPR
4 38 (3.04%) QA
5 24 (1.92%) California Consumer Privacy Act
6 10 (0.80%) Actionable Recommendations
7 8 (0.64%) GxP
8 5 (0.40%) ISO/IEC 27001
9 3 (0.24%) PERC
10 2 (0.16%) IFRS
10 2 (0.16%) IFRS 17
10 2 (0.16%) Solvency II
11 1 (0.080%) GRC
System Software
1 114 (9.11%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.080%) Virtual Desktop
Systems Management
1 66 (5.28%) Kubernetes
2 49 (3.92%) Terraform
3 12 (0.96%) Kubeflow
4 3 (0.24%) Kibana
5 2 (0.16%) Ansible
5 2 (0.16%) Argo
5 2 (0.16%) Computer Emergency Response Teams
5 2 (0.16%) Computer Incident Response Team
Vendors
1 162 (12.95%) Databricks
2 66 (5.28%) Google
3 61 (4.88%) Microsoft
4 48 (3.84%) Dell
5 45 (3.60%) Typelevel
6 26 (2.08%) Informatica
7 25 (2.00%) OpenAI
7 25 (2.00%) Teradata
8 24 (1.92%) Denodo
9 23 (1.84%) Cloudera
10 19 (1.52%) Cisco
11 16 (1.28%) Salesforce
12 10 (0.80%) Palantir
13 8 (0.64%) Oracle
14 7 (0.56%) ServiceNow
15 6 (0.48%) Foundry
16 4 (0.32%) BT
16 4 (0.32%) CrowdStrike
16 4 (0.32%) Fortinet
16 4 (0.32%) Palo Alto