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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 155 135 147
Rank change year-on-year -20 +12 -51
Permanent jobs citing Data Science 1,293 1,139 1,858
As % of all permanent jobs in the UK 1.31% 2.32% 1.84%
As % of the Processes & Methodologies category 1.78% 2.57% 2.24%
Number of salaries quoted 762 515 1,053
10th Percentile £42,050 £42,500 £42,500
25th Percentile £55,000 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £75,000 £67,500
Median % change year-on-year -6.67% +11.11% -3.57%
75th Percentile £90,000 £97,500 £90,000
90th Percentile £101,250 £115,000 £112,250
UK excluding London median annual salary £66,720 £64,000 £60,000
% change year-on-year +4.25% +6.67% -4.00%

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 72,817 44,332 83,106
As % of all permanent jobs advertised in the UK 73.70% 90.20% 82.17%
Number of salaries quoted 50,259 24,803 58,175
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £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 15 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 15 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 -8 1,208 £70,000 -6.67% 1,369
UK excluding London -26 626 £66,720 +4.25% 1,034
London -5 573 £80,000 -4.48% 620
Work from Home +37 447 £70,000 +5.47% 892
North of England +54 187 £75,000 +30.43% 262
North West +64 131 £75,000 +36.36% 128
Midlands +28 129 £52,500 -12.50% 133
South East -91 123 £70,000 +21.74% 240
South West -45 116 £60,000 -20.00% 97
East Midlands +22 78 £60,000 +50.00% 68
West Midlands -9 51 £36,000 -42.40% 65
East of England -10 49 £78,425 +14.49% 111
Yorkshire -24 37 £66,720 +10.14% 95
North East -44 19 £80,000 +68.42% 40
Scotland -18 10 £85,000 +21.43% 113
Wales -49 9 £65,000 -3.79% 60
Northern Ireland -58 3 - - 37

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
1 104 (8.04%) Apache Spark
2 62 (4.80%) Apache Airflow
3 29 (2.24%) Apache
4 22 (1.70%) ArcGIS
5 16 (1.24%) SharePoint
6 15 (1.16%) SAS
7 7 (0.54%) Jupyter
8 5 (0.39%) ColdFusion
8 5 (0.39%) Confluence
8 5 (0.39%) GeoServer
9 3 (0.23%) CMS
10 2 (0.15%) Apache Pulsar
11 1 (0.077%) Palantir Foundry
11 1 (0.077%) WordPress
Applications
1 39 (3.02%) Microsoft Excel
2 5 (0.39%) Chatbot
3 4 (0.31%) Microsoft Office
4 3 (0.23%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.15%) Microsoft Project
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
1 354 (27.38%) AWS
2 306 (23.67%) Azure
3 215 (16.63%) GCP
4 138 (10.67%) Power Platform
5 87 (6.73%) Snowflake
6 57 (4.41%) Azure Synapse Analytics
7 56 (4.33%) Azure Data Factory
8 49 (3.79%) dbt
9 44 (3.40%) Serverless
10 39 (3.02%) SaaS
11 29 (2.24%) Azure Machine Learning
12 28 (2.17%) Amazon S3
12 28 (2.17%) AWS Lambda
13 23 (1.78%) Azure DevOps
14 16 (1.24%) Amazon Bedrock
14 16 (1.24%) Amazon Kinesis
15 15 (1.16%) Anthropic Claude
16 14 (1.08%) Microsoft Purview
17 13 (1.01%) Amazon SageMaker
17 13 (1.01%) Microsoft 365
Communications & Networking
1 87 (6.73%) Broadband
2 7 (0.54%) BGP
3 6 (0.46%) 5G
3 6 (0.46%) DNS
3 6 (0.46%) Internet
3 6 (0.46%) IPsec
3 6 (0.46%) VPN
4 4 (0.31%) HTTP
4 4 (0.31%) Software-Defined Radio
5 2 (0.15%) Firewall
6 1 (0.077%) 4G
6 1 (0.077%) Cisco IOS
6 1 (0.077%) Ethernet VPN
6 1 (0.077%) IOS XR
6 1 (0.077%) Kerberos
6 1 (0.077%) MPLS
6 1 (0.077%) SMS
6 1 (0.077%) Tactical Data Link
Database & Business Intelligence
1 132 (10.21%) Power BI
2 122 (9.44%) Data Warehouse
3 87 (6.73%) Data Lake
4 77 (5.96%) Tableau
5 67 (5.18%) Amazon Redshift
6 61 (4.72%) BigQuery
6 61 (4.72%) Metadata
7 55 (4.25%) NoSQL
8 52 (4.02%) Looker
9 49 (3.79%) Elasticsearch
10 40 (3.09%) PostgreSQL
11 38 (2.94%) Big Data
12 37 (2.86%) GIS
12 37 (2.86%) MongoDB
13 29 (2.24%) Relational Database
14 26 (2.01%) QGIS
15 25 (1.93%) Snowflake Schema
16 23 (1.78%) Delta Lake
17 22 (1.70%) MySQL
17 22 (1.70%) Spatial Data
Development Applications
1 79 (6.11%) Git
2 42 (3.25%) MLflow
3 13 (1.01%) Jenkins
4 12 (0.93%) GitLab
4 12 (0.93%) JIRA
5 9 (0.70%) 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
1 256 (19.80%) Social Skills
2 250 (19.33%) Finance
3 242 (18.72%) Analytical Skills
4 77 (5.96%) Marketing
5 76 (5.88%) Inclusion and Diversity
6 65 (5.03%) Banking
7 60 (4.64%) Public Sector
8 57 (4.41%) Retail
9 36 (2.78%) Law
10 28 (2.17%) Advertising
11 26 (2.01%) Organisational Skills
12 23 (1.78%) Influencing Skills
12 23 (1.78%) Legal
13 19 (1.47%) Financial Institution
14 18 (1.39%) Games
14 18 (1.39%) Manufacturing
15 14 (1.08%) Presentation Skills
16 11 (0.85%) Military
16 11 (0.85%) Publishing
17 8 (0.62%) Automotive
Job Titles
1 484 (37.43%) Data Scientist
2 284 (21.96%) Senior
3 230 (17.79%) Senior Data Scientist
4 158 (12.22%) Lead
5 151 (11.68%) Data Engineer
6 85 (6.57%) Software Engineer
7 84 (6.50%) Developer
8 71 (5.49%) Consultant
9 69 (5.34%) Lead Data Scientist
10 54 (4.18%) Analyst
11 48 (3.71%) Architect
12 37 (2.86%) Artificial Intelligence Engineer
13 35 (2.71%) Python Engineer
14 31 (2.40%) Data Analyst
14 31 (2.40%) Research Scientist
14 31 (2.40%) Senior Data Engineer
15 30 (2.32%) Scala Engineer
15 30 (2.32%) Systems Engineer
16 28 (2.17%) Product Specialist
17 25 (1.93%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 149 (11.52%) PyTorch
2 115 (8.89%) TensorFlow
3 76 (5.88%) scikit-learn
4 67 (5.18%) Kafka
5 55 (4.25%) LangChain
6 46 (3.56%) gRPC
7 44 (3.40%) PySpark
8 34 (2.63%) Pandas
8 34 (2.63%) React
9 32 (2.47%) LlamaIndex
10 29 (2.24%) Hugging Face
11 25 (1.93%) pgvector
12 24 (1.86%) RESTful
13 20 (1.55%) Node.js
13 20 (1.55%) REST
14 19 (1.47%) FastAPI
14 19 (1.47%) HTML
15 18 (1.39%) Django
15 18 (1.39%) LangGraph
15 18 (1.39%) NumPy
Miscellaneous
1 104 (8.04%) Algorithms
2 82 (6.34%) Cloud Native
3 70 (5.41%) Distributed Systems
4 69 (5.34%) Video\Live Streaming
5 54 (4.18%) Over-the-Top Content
6 49 (3.79%) Product Ownership
7 34 (2.63%) AI Agents
8 32 (2.47%) Data Structures
9 31 (2.40%) Clustering
10 26 (2.01%) Public Cloud
11 20 (1.55%) Onboarding
12 19 (1.47%) Life Science
12 19 (1.47%) Social Media
13 18 (1.39%) Management Information System
14 16 (1.24%) Greenfield Project
15 15 (1.16%) e-Learning
16 12 (0.93%) Hedge funds
16 12 (0.93%) Virtual Team
17 10 (0.77%) Blog
17 10 (0.77%) Enterprise Software
Operating Systems
1 26 (2.01%) Linux
2 9 (0.70%) 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 (47.87%) AI
2 597 (46.17%) Machine Learning
3 496 (38.36%) Analytics
4 260 (20.11%) CI/CD
5 239 (18.48%) Data Engineering
6 237 (18.33%) Software Engineering
7 220 (17.01%) Decision-Making
8 218 (16.86%) Problem-Solving
9 208 (16.09%) Agile
10 205 (15.85%) Data Pipeline
11 200 (15.47%) Mentoring
12 189 (14.62%) Business Intelligence
13 187 (14.46%) Roadmaps
14 178 (13.77%) MLOps
15 177 (13.69%) Generative AI
16 162 (12.53%) Data Modelling
17 147 (11.37%) Use Case
18 133 (10.29%) DevOps
18 133 (10.29%) ETL
19 128 (9.90%) Actionable Insight
Programming Languages
1 653 (50.50%) Python
2 358 (27.69%) SQL
3 86 (6.65%) Scala
4 80 (6.19%) Java
5 56 (4.33%) Go
6 46 (3.56%) C++
7 45 (3.48%) R
8 38 (2.94%) JavaScript
9 30 (2.32%) C#
10 21 (1.62%) C
11 20 (1.55%) VBA
12 15 (1.16%) TypeScript
13 13 (1.01%) Bicep
14 11 (0.85%) PHP
15 10 (0.77%) Bash
16 9 (0.70%) Julia
17 7 (0.54%) T-SQL
18 6 (0.46%) Groovy
18 6 (0.46%) Ruby
19 5 (0.39%) Rust
Qualifications
1 278 (21.50%) Degree
2 129 (9.98%) Security Cleared
3 70 (5.41%) Master's Degree
4 66 (5.10%) DV Cleared
5 49 (3.79%) SC Cleared
6 47 (3.63%) PhD
7 44 (3.40%) Computer Science Degree
8 35 (2.71%) DBS Check
9 27 (2.09%) Azure Certification
10 13 (1.01%) Microsoft Certification
11 9 (0.70%) AWS Certification
12 8 (0.62%) Postgraduate
12 8 (0.62%) SnowPro
13 7 (0.54%) BPSS Clearance
14 6 (0.46%) APMP
14 6 (0.46%) MBA
15 3 (0.23%) CISSP
15 3 (0.23%) Numerate Degree
15 3 (0.23%) TOGAF Certification
16 2 (0.15%) Microsoft Certified Professional
Quality Assurance & Compliance
1 138 (10.67%) Data Quality
2 51 (3.94%) GDPR
3 46 (3.56%) QA
4 38 (2.94%) Accessibility
5 24 (1.86%) California Consumer Privacy Act
6 9 (0.70%) 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%) HL7
9 2 (0.15%) IFRS
9 2 (0.15%) IFRS 17
9 2 (0.15%) SOC 2
9 2 (0.15%) Solvency II
10 1 (0.077%) GRC
System Software
1 107 (8.28%) 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 63 (4.87%) Kubernetes
2 58 (4.49%) Terraform
3 12 (0.93%) Kubeflow
4 6 (0.46%) Hadoop YARN
5 3 (0.23%) Ansible
5 3 (0.23%) Kibana
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
1 168 (12.99%) Databricks
2 78 (6.03%) Microsoft
3 72 (5.57%) Google
4 48 (3.71%) Dell
5 45 (3.48%) Typelevel
6 26 (2.01%) Informatica
6 26 (2.01%) Teradata
7 24 (1.86%) Denodo
8 23 (1.78%) Cloudera
9 16 (1.24%) OpenAI
10 15 (1.16%) Oracle
11 8 (0.62%) Salesforce
11 8 (0.62%) SAP
12 7 (0.54%) IBM
12 7 (0.54%) ServiceNow
13 6 (0.46%) HP
14 5 (0.39%) Palantir
15 4 (0.31%) Cisco
15 4 (0.31%) Foundry
15 4 (0.31%) Workday