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 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 156 141 135
Rank change year-on-year -15 -6 -46
Permanent jobs citing Data Science 1,277 1,102 2,113
As % of all permanent jobs in the UK 1.32% 2.35% 2.00%
As % of the Processes & Methodologies category 1.80% 2.57% 2.44%
Number of salaries quoted 747 504 1,149
10th Percentile £42,500 £42,500 £42,457
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £74,500 £67,500
Median % change year-on-year -6.04% +10.37% -3.57%
75th Percentile £89,375 £95,000 £90,000
90th Percentile £100,000 £115,000 £111,500
UK excluding London median annual salary £66,720 £64,000 £57,500
% change year-on-year +4.25% +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 71,035 42,845 86,740
As % of all permanent jobs advertised in the UK 73.51% 91.34% 82.14%
Number of salaries quoted 49,086 23,535 61,317
10th Percentile £30,000 £28,822 £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% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,500 £50,000 £50,000
% change year-on-year +7.00% - -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 2 July 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 2 July 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 1,193 £70,000 -6.67% 1,050
UK excluding London -17 619 £66,720 +4.25% 563
London -10 566 £80,000 -3.03% 636
Work from Home +32 443 £69,000 -1.43% 401
North of England +38 186 £75,000 +30.43% 122
North West +72 135 £75,000 +36.36% 71
Midlands +25 124 £57,500 -3.56% 62
South East -84 120 £67,000 +16.52% 201
South West -46 119 £60,000 -16.66% 76
East Midlands +23 77 £65,000 +62.50% 34
East of England +4 50 £80,000 +9.59% 54
West Midlands -13 47 £36,000 -43.53% 28
Yorkshire -32 36 £66,720 +4.82% 36
North East -42 15 £80,000 +68.42% 16
Scotland -22 10 £85,000 +21.43% 34
Wales -42 7 £65,000 -3.79% 14
Northern Ireland -45 3 - - 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 97 (7.60%) Apache Spark
2 63 (4.93%) Apache Airflow
3 25 (1.96%) Apache
4 22 (1.72%) ArcGIS
5 17 (1.33%) SharePoint
6 15 (1.17%) SAS
7 11 (0.86%) Jupyter
8 6 (0.47%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.23%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.078%) Palantir Foundry
12 1 (0.078%) WordPress
Applications
1 37 (2.90%) Microsoft Excel
2 6 (0.47%) Chatbot
3 3 (0.23%) Microsoft Office
3 3 (0.23%) Microsoft Project
3 3 (0.23%) Spreadsheet
4 2 (0.16%) Microsoft PowerPoint
4 2 (0.16%) SPSS
5 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
1 335 (26.23%) AWS
2 299 (23.41%) Azure
3 213 (16.68%) GCP
4 131 (10.26%) Power Platform
5 79 (6.19%) Snowflake
6 52 (4.07%) Azure Synapse Analytics
7 48 (3.76%) Azure Data Factory
7 48 (3.76%) dbt
8 38 (2.98%) Serverless
9 37 (2.90%) SaaS
10 30 (2.35%) Azure Machine Learning
11 28 (2.19%) Amazon S3
12 27 (2.11%) AWS Lambda
13 22 (1.72%) Azure DevOps
14 14 (1.10%) Amazon SageMaker
14 14 (1.10%) Dagster
14 14 (1.10%) Microsoft 365
15 13 (1.02%) GitHub
15 13 (1.02%) PowerApps
16 12 (0.94%) Microsoft Purview
Communications & Networking
1 96 (7.52%) 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
1 125 (9.79%) Power BI
2 118 (9.24%) Data Warehouse
3 83 (6.50%) Data Lake
4 75 (5.87%) Tableau
5 66 (5.17%) Amazon Redshift
6 64 (5.01%) BigQuery
7 54 (4.23%) Elasticsearch
7 54 (4.23%) Metadata
8 52 (4.07%) Looker
9 47 (3.68%) NoSQL
10 37 (2.90%) GIS
10 37 (2.90%) PostgreSQL
11 36 (2.82%) MongoDB
12 32 (2.51%) Big Data
13 29 (2.27%) Relational Database
14 26 (2.04%) QGIS
15 25 (1.96%) Delta Lake
15 25 (1.96%) Snowflake Schema
16 22 (1.72%) Spatial Data
17 21 (1.64%) MySQL
Development Applications
1 86 (6.73%) Git
2 47 (3.68%) MLflow
3 12 (0.94%) 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
1 257 (20.13%) Social Skills
2 236 (18.48%) Analytical Skills
3 231 (18.09%) Finance
4 90 (7.05%) Inclusion and Diversity
5 67 (5.25%) Marketing
6 58 (4.54%) Retail
7 57 (4.46%) Public Sector
8 54 (4.23%) Banking
9 35 (2.74%) Law
10 26 (2.04%) Advertising
10 26 (2.04%) Organisational Skills
11 22 (1.72%) Legal
12 20 (1.57%) Influencing Skills
13 17 (1.33%) Financial Institution
13 17 (1.33%) Manufacturing
14 16 (1.25%) Games
15 14 (1.10%) Telecoms
16 11 (0.86%) Pharmaceutical
16 11 (0.86%) Publishing
17 10 (0.78%) Presentation Skills
Job Titles
1 482 (37.74%) Data Scientist
2 300 (23.49%) Senior
3 234 (18.32%) Senior Data Scientist
4 159 (12.45%) Lead
5 150 (11.75%) Data Engineer
6 84 (6.58%) Developer
7 81 (6.34%) Software Engineer
8 71 (5.56%) Consultant
9 68 (5.32%) Lead Data Scientist
10 52 (4.07%) Analyst
11 41 (3.21%) Architect
12 36 (2.82%) Senior Data Engineer
13 34 (2.66%) Python Engineer
14 33 (2.58%) Research Scientist
15 32 (2.51%) Data Analyst
16 31 (2.43%) Artificial Intelligence Engineer
16 31 (2.43%) Systems Engineer
17 30 (2.35%) Scala Engineer
18 28 (2.19%) Product Specialist
19 27 (2.11%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 157 (12.29%) PyTorch
2 118 (9.24%) TensorFlow
3 71 (5.56%) scikit-learn
4 58 (4.54%) Kafka
5 52 (4.07%) LangChain
6 46 (3.60%) gRPC
7 42 (3.29%) PySpark
8 31 (2.43%) LlamaIndex
8 31 (2.43%) Pandas
8 31 (2.43%) React
9 29 (2.27%) Hugging Face
10 25 (1.96%) pgvector
11 23 (1.80%) RESTful
12 21 (1.64%) REST
13 18 (1.41%) Django
13 18 (1.41%) FastAPI
13 18 (1.41%) HTML
14 15 (1.17%) Node.js
14 15 (1.17%) NumPy
15 14 (1.10%) .NET
Miscellaneous
1 105 (8.22%) Algorithms
2 75 (5.87%) Cloud Native
3 70 (5.48%) Distributed Systems
4 69 (5.40%) Video\Live Streaming
5 54 (4.23%) Over-the-Top Content
6 48 (3.76%) Product Ownership
7 31 (2.43%) Clustering
7 31 (2.43%) Data Structures
8 29 (2.27%) AI Agents
9 27 (2.11%) Social Media
10 26 (2.04%) Life Science
10 26 (2.04%) Public Cloud
11 17 (1.33%) Management Information System
12 16 (1.25%) Greenfield Project
13 15 (1.17%) Onboarding
14 13 (1.02%) e-Learning
15 12 (0.94%) Virtual Team
16 11 (0.86%) Enterprise Software
17 10 (0.78%) Low-Code
18 8 (0.63%) 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
1 599 (46.91%) AI
2 585 (45.81%) Machine Learning
3 484 (37.90%) Analytics
4 243 (19.03%) CI/CD
5 231 (18.09%) Data Engineering
6 228 (17.85%) Software Engineering
7 218 (17.07%) Problem-Solving
8 216 (16.91%) Agile
9 212 (16.60%) Decision-Making
10 198 (15.51%) Mentoring
11 197 (15.43%) Data Pipeline
12 183 (14.33%) Business Intelligence
13 176 (13.78%) MLOps
13 176 (13.78%) Roadmaps
14 175 (13.70%) Generative AI
15 155 (12.14%) Data Modelling
16 148 (11.59%) Use Case
17 134 (10.49%) ETL
18 131 (10.26%) Computer Science
19 125 (9.79%) Visualisation
Programming Languages
1 649 (50.82%) Python
2 327 (25.61%) SQL
3 87 (6.81%) Scala
4 76 (5.95%) Java
5 58 (4.54%) Go
6 47 (3.68%) R
7 43 (3.37%) C++
8 37 (2.90%) JavaScript
9 23 (1.80%) C#
10 21 (1.64%) VBA
11 16 (1.25%) C
12 15 (1.17%) TypeScript
13 12 (0.94%) Bash
14 11 (0.86%) Bicep
15 8 (0.63%) Julia
16 7 (0.55%) PHP
16 7 (0.55%) T-SQL
17 5 (0.39%) Data Analysis Expressions
17 5 (0.39%) Rust
18 4 (0.31%) Groovy
Qualifications
1 277 (21.69%) Degree
2 129 (10.10%) Security Cleared
3 75 (5.87%) Master's Degree
4 63 (4.93%) DV Cleared
5 58 (4.54%) SC Cleared
6 56 (4.39%) PhD
7 42 (3.29%) Computer Science Degree
8 35 (2.74%) DBS Check
9 25 (1.96%) Azure Certification
10 11 (0.86%) Microsoft Certification
11 8 (0.63%) Postgraduate
12 7 (0.55%) APMP
12 7 (0.55%) BPSS Clearance
12 7 (0.55%) MBA
13 6 (0.47%) AWS Certification
13 6 (0.47%) SnowPro
14 3 (0.23%) CISSP
14 3 (0.23%) Numerate Degree
14 3 (0.23%) TOGAF Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 129 (10.10%) Data Quality
2 45 (3.52%) GDPR
3 43 (3.37%) Accessibility
3 43 (3.37%) QA
4 24 (1.88%) California Consumer Privacy Act
5 7 (0.55%) ISO/IEC 27001
6 6 (0.47%) Actionable Recommendations
7 4 (0.31%) 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
1 109 (8.54%) 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 63 (4.93%) Kubernetes
2 54 (4.23%) Terraform
3 12 (0.94%) 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
1 160 (12.53%) Databricks
2 71 (5.56%) Google
3 67 (5.25%) Microsoft
4 48 (3.76%) Dell
5 45 (3.52%) Typelevel
6 26 (2.04%) Informatica
7 25 (1.96%) Teradata
8 24 (1.88%) Denodo
9 23 (1.80%) Cloudera
10 20 (1.57%) OpenAI
11 16 (1.25%) Cisco
12 11 (0.86%) Salesforce
13 10 (0.78%) Oracle
14 7 (0.55%) Palantir
14 7 (0.55%) ServiceNow
15 4 (0.31%) Workday
16 3 (0.23%) Braze
16 3 (0.23%) Confluent
16 3 (0.23%) Foundry
16 3 (0.23%) Salesforce Marketing Cloud