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

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 157 137 143
Rank change year-on-year -20 +6 -50
Permanent jobs citing Data Science 1,295 1,108 1,927
As % of all permanent jobs in the UK 1.33% 2.27% 1.88%
As % of the Processes & Methodologies category 1.79% 2.51% 2.28%
Number of salaries quoted 760 513 1,131
10th Percentile £42,584 £42,500 £42,500
25th Percentile £55,000 £52,500 £48,791
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -7.14%
75th Percentile £89,063 £97,500 £88,750
90th Percentile £100,125 £115,000 £111,250
UK excluding London median annual salary £65,860 £64,000 £57,500
% change year-on-year +2.91% +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 72,161 44,144 84,574
As % of all permanent jobs advertised in the UK 73.86% 90.58% 82.41%
Number of salaries quoted 49,802 24,628 59,539
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 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 9 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 -7 1,210 £70,000 -6.67% 1,259
UK excluding London -18 624 £65,860 +2.91% 766
London -4 580 £78,500 -4.85% 744
Work from Home +39 457 £70,000 - 367
North of England +52 186 £75,000 +30.43% 148
North West +70 133 £75,000 +33.33% 81
Midlands +28 128 £55,000 -8.33% 80
South East -95 121 £70,000 +21.74% 176
South West -44 117 £60,000 -20.00% 250
East Midlands +16 79 £62,500 +56.25% 33
East of England +5 50 £80,000 +9.59% 53
West Midlands -6 49 £36,000 -43.53% 47
Yorkshire -28 36 £66,720 +4.82% 49
North East -33 17 £80,000 +68.42% 19
Scotland -27 10 £85,000 +21.43% 37
Wales -45 9 £65,000 -3.79% 15
Northern Ireland -62 3 - - 20

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
1 101 (7.80%) Apache Spark
2 62 (4.79%) Apache Airflow
3 29 (2.24%) Apache
4 22 (1.70%) ArcGIS
5 16 (1.24%) SharePoint
6 15 (1.16%) SAS
7 11 (0.85%) Jupyter
8 6 (0.46%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.23%) CMS
11 2 (0.15%) Apache Pulsar
12 1 (0.077%) Palantir Foundry
12 1 (0.077%) WordPress
Applications
1 39 (3.01%) Microsoft Excel
2 6 (0.46%) Chatbot
3 4 (0.31%) Microsoft Office
4 3 (0.23%) Microsoft PowerPoint
4 3 (0.23%) Microsoft Project
4 3 (0.23%) Spreadsheet
5 2 (0.15%) SPSS
6 1 (0.077%) Final Cut Pro
6 1 (0.077%) Trello
Business Applications
1 1 (0.077%) Dynamics CRM
1 1 (0.077%) FIS Private Capital Suite
1 1 (0.077%) HFM
1 1 (0.077%) Oracle EBS
1 1 (0.077%) Oracle ERP
Cloud Services
1 344 (26.56%) AWS
2 301 (23.24%) Azure
3 212 (16.37%) GCP
4 134 (10.35%) Power Platform
5 83 (6.41%) Snowflake
6 54 (4.17%) Azure Synapse Analytics
7 52 (4.02%) Azure Data Factory
8 49 (3.78%) dbt
9 42 (3.24%) Serverless
10 40 (3.09%) SaaS
11 29 (2.24%) Azure Machine Learning
12 28 (2.16%) Amazon S3
12 28 (2.16%) AWS Lambda
13 22 (1.70%) Azure DevOps
14 15 (1.16%) Amazon Kinesis
15 13 (1.00%) Amazon Bedrock
15 13 (1.00%) Amazon SageMaker
15 13 (1.00%) Anthropic Claude
15 13 (1.00%) Microsoft 365
15 13 (1.00%) Microsoft Purview
Communications & Networking
1 96 (7.41%) Broadband
2 15 (1.16%) BGP
3 10 (0.77%) 4G
3 10 (0.77%) Cisco IOS
3 10 (0.77%) Ethernet VPN
3 10 (0.77%) IOS XR
3 10 (0.77%) MPLS
4 6 (0.46%) 5G
4 6 (0.46%) Internet
5 5 (0.39%) DNS
5 5 (0.39%) IPsec
5 5 (0.39%) Software-Defined Radio
5 5 (0.39%) VPN
6 4 (0.31%) HTTP
7 2 (0.15%) Firewall
7 2 (0.15%) Tactical Data Link
8 1 (0.077%) Kerberos
8 1 (0.077%) SMS
8 1 (0.077%) Wi-Fi
8 1 (0.077%) Wireless
Database & Business Intelligence
1 128 (9.88%) Power BI
2 122 (9.42%) Data Warehouse
3 86 (6.64%) Data Lake
4 75 (5.79%) Tableau
5 66 (5.10%) Amazon Redshift
6 61 (4.71%) BigQuery
7 58 (4.48%) Metadata
8 55 (4.25%) NoSQL
9 50 (3.86%) Elasticsearch
9 50 (3.86%) Looker
10 40 (3.09%) PostgreSQL
11 39 (3.01%) MongoDB
12 37 (2.86%) GIS
13 36 (2.78%) Big Data
14 29 (2.24%) Relational Database
15 26 (2.01%) QGIS
16 25 (1.93%) Snowflake Schema
17 23 (1.78%) Delta Lake
18 22 (1.70%) MySQL
18 22 (1.70%) Spatial Data
Development Applications
1 90 (6.95%) Git
2 44 (3.40%) MLflow
3 12 (0.93%) Jenkins
3 12 (0.93%) JIRA
4 11 (0.85%) GitLab
5 6 (0.46%) Claude Code
6 4 (0.31%) Selenium
7 3 (0.23%) Visual Studio Code
8 2 (0.15%) JUnit
9 1 (0.077%) Bitbucket
9 1 (0.077%) TeamCity
9 1 (0.077%) Yeoman
General
1 266 (20.54%) Social Skills
2 245 (18.92%) Finance
3 242 (18.69%) Analytical Skills
4 93 (7.18%) Inclusion and Diversity
5 75 (5.79%) Marketing
6 60 (4.63%) Banking
7 59 (4.56%) Retail
8 58 (4.48%) Public Sector
9 35 (2.70%) Law
10 28 (2.16%) Advertising
11 27 (2.08%) Organisational Skills
12 23 (1.78%) Legal
13 21 (1.62%) Influencing Skills
14 18 (1.39%) Financial Institution
14 18 (1.39%) Manufacturing
15 17 (1.31%) Games
16 14 (1.08%) Telecoms
17 13 (1.00%) Presentation Skills
18 11 (0.85%) Publishing
19 10 (0.77%) Pharmaceutical
Job Titles
1 481 (37.14%) Data Scientist
2 292 (22.55%) Senior
3 234 (18.07%) Senior Data Scientist
4 161 (12.43%) Lead
5 154 (11.89%) Data Engineer
6 85 (6.56%) Software Engineer
7 84 (6.49%) Developer
8 70 (5.41%) Lead Data Scientist
9 68 (5.25%) Consultant
10 53 (4.09%) Analyst
11 45 (3.47%) Architect
12 35 (2.70%) Python Engineer
12 35 (2.70%) Senior Data Engineer
13 34 (2.63%) Artificial Intelligence Engineer
14 33 (2.55%) Research Scientist
15 31 (2.39%) Data Analyst
15 31 (2.39%) Systems Engineer
16 30 (2.32%) Scala Engineer
17 28 (2.16%) Product Specialist
18 25 (1.93%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 155 (11.97%) PyTorch
2 116 (8.96%) TensorFlow
3 73 (5.64%) scikit-learn
4 66 (5.10%) Kafka
5 52 (4.02%) LangChain
6 46 (3.55%) gRPC
7 42 (3.24%) PySpark
8 34 (2.63%) React
9 33 (2.55%) Pandas
10 32 (2.47%) LlamaIndex
11 29 (2.24%) Hugging Face
12 25 (1.93%) pgvector
13 23 (1.78%) RESTful
14 21 (1.62%) REST
15 19 (1.47%) FastAPI
15 19 (1.47%) Node.js
16 18 (1.39%) Django
16 18 (1.39%) HTML
16 18 (1.39%) NumPy
17 15 (1.16%) .NET
Miscellaneous
1 105 (8.11%) Algorithms
2 80 (6.18%) Cloud Native
3 70 (5.41%) Distributed Systems
4 69 (5.33%) Video\Live Streaming
5 54 (4.17%) Over-the-Top Content
6 47 (3.63%) Product Ownership
7 32 (2.47%) AI Agents
7 32 (2.47%) Data Structures
8 31 (2.39%) Clustering
9 28 (2.16%) Social Media
10 26 (2.01%) Public Cloud
11 23 (1.78%) Life Science
12 19 (1.47%) Onboarding
13 17 (1.31%) Management Information System
14 15 (1.16%) Greenfield Project
15 14 (1.08%) e-Learning
16 12 (0.93%) Virtual Team
17 10 (0.77%) Enterprise Software
18 9 (0.69%) Blog
18 9 (0.69%) Hedge funds
Operating Systems
1 25 (1.93%) Linux
2 9 (0.69%) Windows
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Unix
4 1 (0.077%) Apple iOS
4 1 (0.077%) Mac OS
Processes & Methodologies
1 619 (47.80%) AI
2 594 (45.87%) Machine Learning
3 496 (38.30%) Analytics
4 251 (19.38%) CI/CD
5 235 (18.15%) Data Engineering
5 235 (18.15%) Software Engineering
6 224 (17.30%) Problem-Solving
7 220 (16.99%) Decision-Making
8 217 (16.76%) Agile
9 205 (15.83%) Data Pipeline
10 200 (15.44%) Mentoring
11 186 (14.36%) Business Intelligence
12 182 (14.05%) Roadmaps
13 178 (13.75%) Generative AI
14 176 (13.59%) MLOps
15 162 (12.51%) Data Modelling
16 148 (11.43%) Use Case
17 138 (10.66%) ETL
18 131 (10.12%) Computer Science
18 131 (10.12%) DevOps
Programming Languages
1 670 (51.74%) Python
2 352 (27.18%) SQL
3 86 (6.64%) Scala
4 81 (6.25%) Java
5 56 (4.32%) Go
6 46 (3.55%) C++
7 45 (3.47%) R
8 38 (2.93%) JavaScript
9 28 (2.16%) C#
10 20 (1.54%) C
10 20 (1.54%) VBA
11 15 (1.16%) TypeScript
12 12 (0.93%) Bicep
13 10 (0.77%) Bash
13 10 (0.77%) PHP
14 8 (0.62%) Julia
15 7 (0.54%) Groovy
15 7 (0.54%) T-SQL
16 5 (0.39%) Data Analysis Expressions
16 5 (0.39%) Ruby
Qualifications
1 282 (21.78%) Degree
2 131 (10.12%) Security Cleared
3 72 (5.56%) Master's Degree
4 64 (4.94%) DV Cleared
5 55 (4.25%) PhD
6 54 (4.17%) SC Cleared
7 43 (3.32%) Computer Science Degree
8 35 (2.70%) DBS Check
9 26 (2.01%) Azure Certification
10 11 (0.85%) Microsoft Certification
11 8 (0.62%) AWS Certification
11 8 (0.62%) Postgraduate
12 7 (0.54%) BPSS Clearance
12 7 (0.54%) SnowPro
13 6 (0.46%) APMP
13 6 (0.46%) MBA
14 3 (0.23%) CISSP
14 3 (0.23%) Numerate Degree
14 3 (0.23%) TOGAF Certification
15 2 (0.15%) SANS
Quality Assurance & Compliance
1 137 (10.58%) Data Quality
2 50 (3.86%) GDPR
3 44 (3.40%) QA
4 41 (3.17%) Accessibility
5 24 (1.85%) California Consumer Privacy Act
6 8 (0.62%) ISO/IEC 27001
7 6 (0.46%) Actionable Recommendations
8 3 (0.23%) EU AI Act
8 3 (0.23%) PERC
9 2 (0.15%) DICOM
9 2 (0.15%) GxP
9 2 (0.15%) HL7
9 2 (0.15%) IFRS
9 2 (0.15%) IFRS 17
9 2 (0.15%) Solvency II
10 1 (0.077%) GRC
10 1 (0.077%) SOC 2
System Software
1 108 (8.34%) Docker
2 3 (0.23%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.077%) Virtual Desktop
Systems Management
1 64 (4.94%) Kubernetes
2 56 (4.32%) Terraform
3 12 (0.93%) Kubeflow
4 5 (0.39%) Hadoop YARN
5 3 (0.23%) Kibana
6 2 (0.15%) Ansible
6 2 (0.15%) Argo
6 2 (0.15%) Computer Emergency Response Teams
6 2 (0.15%) Computer Incident Response Team
7 1 (0.077%) Grafana
7 1 (0.077%) Jamf Pro
7 1 (0.077%) Prometheus
Vendors
1 164 (12.66%) Databricks
2 76 (5.87%) Microsoft
3 70 (5.41%) Google
4 48 (3.71%) Dell
5 45 (3.47%) Typelevel
6 26 (2.01%) Informatica
6 26 (2.01%) Teradata
7 24 (1.85%) Denodo
8 23 (1.78%) Cloudera
9 15 (1.16%) OpenAI
10 14 (1.08%) Cisco
10 14 (1.08%) Oracle
11 9 (0.69%) Salesforce
12 7 (0.54%) SAP
12 7 (0.54%) ServiceNow
13 6 (0.46%) IBM
14 5 (0.39%) HP
14 5 (0.39%) Palantir
15 4 (0.31%) Workday
16 3 (0.23%) Confluent