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

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 150 142 133
Rank change year-on-year -8 -9 -46
Permanent jobs citing Data Science 1,271 1,081 2,188
As % of all permanent jobs in the UK 1.34% 2.39% 2.04%
As % of the Processes & Methodologies category 1.83% 2.59% 2.49%
Number of salaries quoted 741 497 1,197
10th Percentile £42,500 £42,500 £42,286
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £64,000 £57,500
% change year-on-year +1.56% +11.30% -8.00%

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 69,638 41,796 87,970
As % of all permanent jobs advertised in the UK 73.33% 92.22% 82.12%
Number of salaries quoted 48,019 22,539 62,354
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £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 £52,679 £50,000 £50,000
% change year-on-year +5.36% - -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 25 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 25 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 -4 1,187 £70,000 -3.78% 707
UK excluding London -15 614 £65,000 +1.56% 493
London -11 565 £80,000 -3.03% 381
Work from Home +34 445 £68,229 +2.81% 222
North of England +52 183 £70,932 +23.36% 104
North West +75 132 £75,000 +36.36% 50
Midlands +42 124 £60,000 +1.27% 57
South East -78 120 £68,500 +19.13% 176
South West -47 118 £60,000 -15.49% 69
East Midlands +18 77 £65,000 +62.50% 33
East of England +9 49 £81,850 +4.44% 51
West Midlands -2 47 £39,500 -36.80% 24
Yorkshire -21 37 £66,720 +4.82% 39
North East -37 14 £80,000 +68.42% 16
Scotland -28 11 £85,000 +21.43% 27
Wales -44 6 £70,000 +3.61% 15
Northern Ireland -36 3 - - 11

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 96 (7.55%) Apache Spark
2 65 (5.11%) Apache Airflow
3 25 (1.97%) Apache
4 22 (1.73%) ArcGIS
5 16 (1.26%) SharePoint
6 15 (1.18%) SAS
7 13 (1.02%) Jupyter
8 7 (0.55%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.24%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.079%) Palantir Foundry
12 1 (0.079%) WordPress
Applications
1 35 (2.75%) Microsoft Excel
2 6 (0.47%) Chatbot
3 4 (0.31%) Microsoft Project
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) SPSS
6 1 (0.079%) Microsoft PowerPoint
6 1 (0.079%) Trello
Business Applications
1 1 (0.079%) Dynamics CRM
1 1 (0.079%) FIS Private Capital Suite
1 1 (0.079%) HFM
1 1 (0.079%) Oracle EBS
1 1 (0.079%) Oracle ERP
Cloud Services
1 334 (26.28%) AWS
2 301 (23.68%) Azure
3 213 (16.76%) GCP
4 132 (10.39%) Power Platform
5 79 (6.22%) Snowflake
6 52 (4.09%) Azure Synapse Analytics
7 49 (3.86%) dbt
8 46 (3.62%) Azure Data Factory
9 38 (2.99%) SaaS
10 37 (2.91%) Serverless
11 32 (2.52%) Azure Machine Learning
12 28 (2.20%) Amazon S3
13 26 (2.05%) AWS Lambda
14 22 (1.73%) Azure DevOps
15 15 (1.18%) Dagster
16 14 (1.10%) Amazon SageMaker
16 14 (1.10%) GitHub
17 13 (1.02%) Microsoft 365
17 13 (1.02%) Vertex AI
18 12 (0.94%) Microsoft Purview
Communications & Networking
1 97 (7.63%) Broadband
2 12 (0.94%) BGP
3 10 (0.79%) 4G
3 10 (0.79%) Cisco IOS
3 10 (0.79%) Ethernet VPN
3 10 (0.79%) IOS XR
3 10 (0.79%) MPLS
4 6 (0.47%) 5G
5 5 (0.39%) Internet
5 5 (0.39%) Software-Defined Radio
6 4 (0.31%) HTTP
7 2 (0.16%) DNS
7 2 (0.16%) Firewall
7 2 (0.16%) IPsec
7 2 (0.16%) Tactical Data Link
7 2 (0.16%) VPN
8 1 (0.079%) Kerberos
8 1 (0.079%) LTE
8 1 (0.079%) Wi-Fi
8 1 (0.079%) Wireless
Database & Business Intelligence
1 126 (9.91%) Power BI
2 120 (9.44%) Data Warehouse
3 85 (6.69%) Data Lake
4 77 (6.06%) Tableau
5 65 (5.11%) Amazon Redshift
5 65 (5.11%) BigQuery
6 57 (4.48%) Elasticsearch
7 53 (4.17%) Looker
7 53 (4.17%) Metadata
8 46 (3.62%) NoSQL
9 37 (2.91%) GIS
9 37 (2.91%) MongoDB
10 36 (2.83%) PostgreSQL
11 33 (2.60%) Big Data
12 29 (2.28%) Relational Database
13 27 (2.12%) Delta Lake
14 26 (2.05%) QGIS
15 25 (1.97%) Snowflake Schema
16 22 (1.73%) Spatial Data
17 19 (1.49%) MySQL
Development Applications
1 85 (6.69%) Git
2 49 (3.86%) MLflow
3 13 (1.02%) JIRA
4 11 (0.87%) Jenkins
5 10 (0.79%) GitLab
6 4 (0.31%) Selenium
7 3 (0.24%) Claude Code
7 3 (0.24%) Visual Studio Code
8 2 (0.16%) JUnit
9 1 (0.079%) Bitbucket
9 1 (0.079%) Yeoman
General
1 254 (19.98%) Social Skills
2 239 (18.80%) Analytical Skills
3 230 (18.10%) Finance
4 94 (7.40%) Inclusion and Diversity
5 66 (5.19%) Marketing
6 57 (4.48%) Public Sector
6 57 (4.48%) Retail
7 56 (4.41%) Banking
8 34 (2.68%) Law
9 26 (2.05%) Advertising
10 25 (1.97%) Organisational Skills
11 23 (1.81%) Legal
12 19 (1.49%) Influencing Skills
13 17 (1.34%) Manufacturing
14 16 (1.26%) Financial Institution
15 14 (1.10%) Games
15 14 (1.10%) Telecoms
16 13 (1.02%) Pharmaceutical
17 11 (0.87%) Publishing
18 9 (0.71%) Presentation Skills
Job Titles
1 477 (37.53%) Data Scientist
2 295 (23.21%) Senior
3 228 (17.94%) Senior Data Scientist
4 162 (12.75%) Lead
5 153 (12.04%) Data Engineer
6 83 (6.53%) Developer
7 80 (6.29%) Software Engineer
8 71 (5.59%) Consultant
9 68 (5.35%) Lead Data Scientist
10 53 (4.17%) Analyst
11 41 (3.23%) Architect
12 39 (3.07%) Senior Data Engineer
13 34 (2.68%) Python Engineer
14 33 (2.60%) Data Analyst
15 31 (2.44%) Research Scientist
15 31 (2.44%) Systems Engineer
16 30 (2.36%) Artificial Intelligence Engineer
16 30 (2.36%) Scala Engineer
17 29 (2.28%) Artificial Intelligence Consultant
18 28 (2.20%) Product Specialist
Libraries, Frameworks & Software Standards
1 161 (12.67%) PyTorch
2 120 (9.44%) TensorFlow
3 72 (5.66%) scikit-learn
4 58 (4.56%) Kafka
5 52 (4.09%) LangChain
6 46 (3.62%) gRPC
7 44 (3.46%) PySpark
8 32 (2.52%) Pandas
9 30 (2.36%) LlamaIndex
9 30 (2.36%) React
10 29 (2.28%) Hugging Face
11 25 (1.97%) pgvector
12 24 (1.89%) RESTful
13 21 (1.65%) REST
14 19 (1.49%) Django
15 18 (1.42%) FastAPI
16 16 (1.26%) HTML
16 16 (1.26%) NumPy
17 15 (1.18%) Node.js
18 13 (1.02%) .NET
Miscellaneous
1 105 (8.26%) Algorithms
2 70 (5.51%) Cloud Native
2 70 (5.51%) Distributed Systems
2 70 (5.51%) Video\Live Streaming
3 55 (4.33%) Over-the-Top Content
4 49 (3.86%) Product Ownership
5 33 (2.60%) Data Structures
6 31 (2.44%) Clustering
7 30 (2.36%) Life Science
8 29 (2.28%) AI Agents
9 27 (2.12%) Social Media
10 26 (2.05%) Public Cloud
11 18 (1.42%) Management Information System
12 17 (1.34%) Greenfield Project
13 14 (1.10%) Onboarding
14 12 (0.94%) e-Learning
15 11 (0.87%) Low-Code
16 10 (0.79%) Enterprise Software
16 10 (0.79%) Virtual Team
17 9 (0.71%) Hackathon
Operating Systems
1 22 (1.73%) Linux
2 9 (0.71%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 601 (47.29%) AI
2 588 (46.26%) Machine Learning
3 481 (37.84%) Analytics
4 239 (18.80%) CI/CD
5 231 (18.17%) Data Engineering
6 220 (17.31%) Software Engineering
7 216 (16.99%) Problem-Solving
8 213 (16.76%) Agile
9 207 (16.29%) Decision-Making
10 199 (15.66%) Mentoring
11 198 (15.58%) Data Pipeline
12 187 (14.71%) Business Intelligence
13 179 (14.08%) Generative AI
14 176 (13.85%) Roadmaps
15 174 (13.69%) MLOps
16 161 (12.67%) Data Modelling
17 151 (11.88%) Use Case
18 139 (10.94%) Computer Science
19 137 (10.78%) ETL
20 126 (9.91%) Visualisation
Programming Languages
1 649 (51.06%) Python
2 324 (25.49%) SQL
3 90 (7.08%) Scala
4 76 (5.98%) Java
5 57 (4.48%) Go
6 50 (3.93%) R
7 40 (3.15%) C++
8 36 (2.83%) JavaScript
9 22 (1.73%) C#
10 20 (1.57%) VBA
11 15 (1.18%) C
11 15 (1.18%) TypeScript
12 13 (1.02%) Bash
13 11 (0.87%) Bicep
14 8 (0.63%) Julia
15 7 (0.55%) T-SQL
16 5 (0.39%) Data Analysis Expressions
16 5 (0.39%) PHP
16 5 (0.39%) Rust
17 4 (0.31%) Groovy
Qualifications
1 280 (22.03%) Degree
2 132 (10.39%) Security Cleared
3 77 (6.06%) Master's Degree
4 65 (5.11%) DV Cleared
5 60 (4.72%) PhD
5 60 (4.72%) SC Cleared
6 43 (3.38%) Computer Science Degree
7 33 (2.60%) DBS Check
8 26 (2.05%) Azure Certification
9 12 (0.94%) Microsoft Certification
10 8 (0.63%) Postgraduate
11 7 (0.55%) APMP
11 7 (0.55%) BPSS Clearance
11 7 (0.55%) MBA
12 6 (0.47%) AWS Certification
12 6 (0.47%) SnowPro
13 3 (0.24%) CISSP
13 3 (0.24%) Numerate Degree
14 2 (0.16%) GIAC
14 2 (0.16%) SANS
Quality Assurance & Compliance
1 130 (10.23%) Data Quality
2 45 (3.54%) GDPR
3 44 (3.46%) Accessibility
4 40 (3.15%) QA
5 24 (1.89%) California Consumer Privacy Act
6 7 (0.55%) ISO/IEC 27001
7 6 (0.47%) Actionable Recommendations
7 6 (0.47%) GxP
8 3 (0.24%) PERC
9 2 (0.16%) DICOM
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.079%) GRC
System Software
1 110 (8.65%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.079%) Virtual Desktop
Systems Management
1 63 (4.96%) Kubernetes
2 54 (4.25%) Terraform
3 13 (1.02%) 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
5 2 (0.16%) Hadoop YARN
Vendors
1 161 (12.67%) Databricks
2 70 (5.51%) Google
3 69 (5.43%) Microsoft
4 48 (3.78%) Dell
5 45 (3.54%) Typelevel
6 26 (2.05%) Informatica
7 25 (1.97%) Teradata
8 24 (1.89%) Denodo
9 23 (1.81%) Cloudera
10 22 (1.73%) OpenAI
11 17 (1.34%) Cisco
12 12 (0.94%) Salesforce
13 10 (0.79%) Oracle
14 8 (0.63%) Palantir
15 7 (0.55%) ServiceNow
16 4 (0.31%) Foundry
16 4 (0.31%) Workday
17 3 (0.24%) Braze
17 3 (0.24%) Confluent
17 3 (0.24%) Salesforce Marketing Cloud