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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 148 137 132
Rank change year-on-year -11 -5 -46
Permanent jobs citing Data Science 1,277 1,087 2,187
As % of all permanent jobs in the UK 1.34% 2.40% 2.03%
As % of the Processes & Methodologies category 1.83% 2.61% 2.48%
Number of salaries quoted 744 502 1,198
10th Percentile £42,528 £42,500 £42,275
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 £63,876 £57,500
% change year-on-year +1.76% +11.09% -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 69,604 41,717 88,260
As % of all permanent jobs advertised in the UK 73.20% 92.25% 81.84%
Number of salaries quoted 48,009 22,461 62,520
10th Percentile £30,000 £28,800 £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 £52,500 £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 24 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 24 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 -5 1,194 £70,000 -3.45% 545
UK excluding London -7 616 £65,000 +1.76% 478
London -10 569 £80,000 -3.03% 239
Work from Home +38 448 £68,958 +4.34% 176
North of England +54 184 £70,932 +23.36% 102
North West +77 133 £75,000 +36.36% 48
Midlands +37 124 £60,000 +4.35% 53
South East -74 121 £68,500 +19.13% 175
South West -47 118 £60,000 -15.49% 59
East Midlands +23 77 £65,000 +62.50% 32
East of England +4 50 £81,850 +4.44% 48
West Midlands +2 47 £39,500 -34.17% 21
Yorkshire -33 37 £66,720 +4.82% 39
North East -34 14 £80,000 +68.42% 16
Scotland -26 11 £85,000 +21.43% 25
Wales -46 5 £40,000 -50.00% 15
Northern Ireland -35 3 - - 15

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 (7.52%) Apache Spark
2 65 (5.09%) Apache Airflow
3 25 (1.96%) Apache
4 22 (1.72%) ArcGIS
5 16 (1.25%) SAS
5 16 (1.25%) SharePoint
6 13 (1.02%) Jupyter
7 8 (0.63%) Confluence
8 5 (0.39%) ColdFusion
8 5 (0.39%) GeoServer
9 3 (0.23%) CMS
10 2 (0.16%) Apache Pulsar
11 1 (0.078%) Palantir Foundry
11 1 (0.078%) WordPress
Applications
1 36 (2.82%) Microsoft Excel
2 6 (0.47%) Chatbot
3 5 (0.39%) Microsoft Project
4 3 (0.23%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) Microsoft PowerPoint
5 2 (0.16%) SPSS
6 1 (0.078%) Trello
Business Applications
1 1 (0.078%) Dynamics CRM
1 1 (0.078%) FIS Private Capital Suite
1 1 (0.078%) HFM
1 1 (0.078%) Oracle EBS
1 1 (0.078%) Oracle ERP
Cloud Services
1 336 (26.31%) AWS
2 303 (23.73%) Azure
3 212 (16.60%) GCP
4 133 (10.42%) Power Platform
5 79 (6.19%) Snowflake
6 53 (4.15%) Azure Synapse Analytics
7 49 (3.84%) dbt
8 47 (3.68%) Azure Data Factory
9 37 (2.90%) SaaS
9 37 (2.90%) Serverless
10 32 (2.51%) Azure Machine Learning
11 28 (2.19%) Amazon S3
12 26 (2.04%) AWS Lambda
13 23 (1.80%) Azure DevOps
14 15 (1.17%) Dagster
14 15 (1.17%) GitHub
15 14 (1.10%) Amazon SageMaker
16 13 (1.02%) Microsoft 365
16 13 (1.02%) Vertex AI
17 12 (0.94%) Microsoft Purview
Communications & Networking
1 97 (7.60%) Broadband
2 12 (0.94%) BGP
3 10 (0.78%) 4G
3 10 (0.78%) Cisco IOS
3 10 (0.78%) Ethernet VPN
3 10 (0.78%) IOS XR
3 10 (0.78%) 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 (0.078%) Kerberos
8 1 (0.078%) LTE
8 1 (0.078%) Wi-Fi
8 1 (0.078%) Wireless
Database & Business Intelligence
1 127 (9.95%) Power BI
2 120 (9.40%) Data Warehouse
3 86 (6.73%) Data Lake
4 78 (6.11%) Tableau
5 65 (5.09%) Amazon Redshift
5 65 (5.09%) BigQuery
6 57 (4.46%) Elasticsearch
7 53 (4.15%) Looker
7 53 (4.15%) Metadata
8 47 (3.68%) NoSQL
9 37 (2.90%) GIS
9 37 (2.90%) MongoDB
10 36 (2.82%) PostgreSQL
11 34 (2.66%) Big Data
12 29 (2.27%) Relational Database
13 28 (2.19%) Delta Lake
14 26 (2.04%) QGIS
15 25 (1.96%) Snowflake Schema
16 22 (1.72%) Spatial Data
17 19 (1.49%) MySQL
Development Applications
1 87 (6.81%) Git
2 49 (3.84%) MLflow
3 14 (1.10%) JIRA
4 11 (0.86%) Jenkins
5 10 (0.78%) GitLab
6 4 (0.31%) Selenium
7 3 (0.23%) Claude Code
7 3 (0.23%) Visual Studio Code
8 2 (0.16%) JUnit
9 1 (0.078%) Bitbucket
9 1 (0.078%) Yeoman
General
1 255 (19.97%) Social Skills
2 241 (18.87%) Analytical Skills
3 235 (18.40%) Finance
4 94 (7.36%) Inclusion and Diversity
5 68 (5.32%) Marketing
6 58 (4.54%) Banking
6 58 (4.54%) Retail
7 57 (4.46%) Public Sector
8 34 (2.66%) Law
9 26 (2.04%) Advertising
10 25 (1.96%) Organisational Skills
11 24 (1.88%) Legal
12 19 (1.49%) Influencing Skills
13 17 (1.33%) Financial Institution
13 17 (1.33%) Manufacturing
14 14 (1.10%) Games
14 14 (1.10%) Telecoms
15 13 (1.02%) Pharmaceutical
16 11 (0.86%) Publishing
17 9 (0.70%) Presentation Skills
Job Titles
1 477 (37.35%) Data Scientist
2 295 (23.10%) Senior
3 228 (17.85%) Senior Data Scientist
4 162 (12.69%) Lead
5 156 (12.22%) Data Engineer
6 84 (6.58%) Developer
7 81 (6.34%) Software Engineer
8 72 (5.64%) Consultant
9 67 (5.25%) Lead Data Scientist
10 54 (4.23%) Analyst
11 40 (3.13%) Architect
11 40 (3.13%) Senior Data Engineer
12 34 (2.66%) Python Engineer
13 33 (2.58%) Data Analyst
14 32 (2.51%) Research Scientist
15 31 (2.43%) Artificial Intelligence Engineer
15 31 (2.43%) Systems Engineer
16 30 (2.35%) Scala Engineer
17 29 (2.27%) Artificial Intelligence Consultant
18 28 (2.19%) Product Specialist
Libraries, Frameworks & Software Standards
1 160 (12.53%) PyTorch
2 119 (9.32%) TensorFlow
3 72 (5.64%) scikit-learn
4 58 (4.54%) Kafka
5 52 (4.07%) LangChain
6 46 (3.60%) gRPC
6 46 (3.60%) PySpark
7 32 (2.51%) Pandas
8 31 (2.43%) React
9 30 (2.35%) LlamaIndex
10 28 (2.19%) Hugging Face
11 25 (1.96%) pgvector
12 24 (1.88%) RESTful
13 21 (1.64%) REST
14 19 (1.49%) Django
15 18 (1.41%) FastAPI
16 16 (1.25%) HTML
16 16 (1.25%) Node.js
16 16 (1.25%) NumPy
17 13 (1.02%) .NET
Miscellaneous
1 105 (8.22%) Algorithms
2 70 (5.48%) Cloud Native
2 70 (5.48%) Distributed Systems
2 70 (5.48%) Video\Live Streaming
3 55 (4.31%) Over-the-Top Content
4 50 (3.92%) Product Ownership
5 33 (2.58%) Data Structures
6 32 (2.51%) Clustering
7 30 (2.35%) AI Agents
7 30 (2.35%) Life Science
8 27 (2.11%) Social Media
9 26 (2.04%) Public Cloud
10 18 (1.41%) Management Information System
11 17 (1.33%) Greenfield Project
12 14 (1.10%) Onboarding
13 12 (0.94%) e-Learning
14 11 (0.86%) Enterprise Software
14 11 (0.86%) Low-Code
15 10 (0.78%) Virtual Team
16 9 (0.70%) Hackathon
Operating Systems
1 22 (1.72%) Linux
2 9 (0.70%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 603 (47.22%) AI
2 591 (46.28%) Machine Learning
3 483 (37.82%) Analytics
4 241 (18.87%) CI/CD
5 232 (18.17%) Data Engineering
6 220 (17.23%) Software Engineering
7 218 (17.07%) Problem-Solving
8 215 (16.84%) Agile
9 207 (16.21%) Decision-Making
10 201 (15.74%) Data Pipeline
10 201 (15.74%) Mentoring
11 189 (14.80%) Business Intelligence
12 180 (14.10%) Generative AI
13 177 (13.86%) Roadmaps
14 174 (13.63%) MLOps
15 163 (12.76%) Data Modelling
16 152 (11.90%) Use Case
17 139 (10.88%) Computer Science
17 139 (10.88%) ETL
18 127 (9.95%) Visualisation
Programming Languages
1 654 (51.21%) Python
2 330 (25.84%) SQL
3 91 (7.13%) Scala
4 75 (5.87%) Java
5 58 (4.54%) Go
6 51 (3.99%) R
7 39 (3.05%) C++
8 36 (2.82%) JavaScript
9 22 (1.72%) C#
10 20 (1.57%) VBA
11 15 (1.17%) C
11 15 (1.17%) TypeScript
12 13 (1.02%) Bash
13 11 (0.86%) 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
1 281 (22.00%) Degree
2 132 (10.34%) Security Cleared
3 78 (6.11%) Master's Degree
4 65 (5.09%) DV Cleared
5 60 (4.70%) PhD
5 60 (4.70%) SC Cleared
6 43 (3.37%) Computer Science Degree
7 33 (2.58%) DBS Check
8 26 (2.04%) 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 (0.23%) CISSP
13 3 (0.23%) Numerate Degree
14 2 (0.16%) SANS
14 2 (0.16%) TOGAF Certification
Quality Assurance & Compliance
1 131 (10.26%) Data Quality
2 45 (3.52%) GDPR
3 44 (3.45%) Accessibility
4 40 (3.13%) QA
5 24 (1.88%) California Consumer Privacy Act
6 7 (0.55%) ISO/IEC 27001
7 6 (0.47%) Actionable Recommendations
7 6 (0.47%) GxP
8 3 (0.23%) 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 (0.078%) GRC
System Software
1 110 (8.61%) Docker
2 3 (0.23%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.078%) Virtual Desktop
Systems Management
1 64 (5.01%) Kubernetes
2 55 (4.31%) Terraform
3 13 (1.02%) Kubeflow
4 3 (0.23%) 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
1 162 (12.69%) Databricks
2 70 (5.48%) Google
2 70 (5.48%) Microsoft
3 48 (3.76%) Dell
4 45 (3.52%) Typelevel
5 26 (2.04%) Informatica
6 25 (1.96%) Teradata
7 24 (1.88%) Denodo
8 23 (1.80%) Cloudera
9 22 (1.72%) OpenAI
10 17 (1.33%) Cisco
11 12 (0.94%) Salesforce
12 10 (0.78%) Oracle
13 8 (0.63%) Palantir
14 7 (0.55%) ServiceNow
15 4 (0.31%) Foundry
15 4 (0.31%) Workday
16 3 (0.23%) Braze
16 3 (0.23%) Confluent
16 3 (0.23%) Salesforce Marketing Cloud