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

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 154 141 135
Rank change year-on-year -13 -6 -44
Permanent jobs citing Data Science 1,285 1,103 2,094
As % of all permanent jobs in the UK 1.32% 2.30% 2.00%
As % of the Processes & Methodologies category 1.80% 2.53% 2.44%
Number of salaries quoted 752 508 1,149
10th Percentile £42,050 £42,500 £42,457
25th Percentile £55,000 £52,500 £48,419
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -7.14%
75th Percentile £90,000 £97,500 £90,000
90th Percentile £100,000 £115,000 £111,250
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 71,495 43,542 85,819
As % of all permanent jobs advertised in the UK 73.57% 90.95% 82.13%
Number of salaries quoted 49,394 24,103 60,537
10th Percentile £30,250 £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% -8.72%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - -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 5 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 5 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 -1 1,200 £70,000 -6.67% 1,043
UK excluding London -21 623 £66,720 +4.25% 561
London -11 570 £80,000 -3.03% 631
Work from Home +35 448 £69,000 -1.43% 399
North of England +55 185 £75,000 +30.43% 123
North West +64 134 £75,000 +36.36% 72
Midlands +33 127 £55,000 -7.76% 63
South East -83 123 £67,000 +16.52% 199
South West -50 117 £60,000 -16.66% 74
East Midlands +19 78 £65,000 +62.50% 35
East of England +4 50 £80,000 +9.59% 54
West Midlands 0 49 £36,000 -43.53% 28
Yorkshire -22 36 £66,720 +4.82% 36
North East -34 15 £80,000 +68.42% 16
Scotland -22 10 £85,000 +21.43% 34
Wales -50 8 £82,500 +22.11% 14
Northern Ireland -50 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 99 (7.70%) Apache Spark
2 62 (4.82%) Apache Airflow
3 26 (2.02%) Apache
4 22 (1.71%) ArcGIS
5 17 (1.32%) 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 38 (2.96%) 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
1 337 (26.23%) AWS
2 298 (23.19%) Azure
3 211 (16.42%) GCP
4 131 (10.19%) Power Platform
5 80 (6.23%) Snowflake
6 54 (4.20%) Azure Synapse Analytics
7 50 (3.89%) Azure Data Factory
8 48 (3.74%) dbt
9 40 (3.11%) SaaS
9 40 (3.11%) Serverless
10 28 (2.18%) Amazon S3
11 27 (2.10%) AWS Lambda
11 27 (2.10%) Azure Machine Learning
12 22 (1.71%) Azure DevOps
13 14 (1.09%) Amazon SageMaker
13 14 (1.09%) Microsoft 365
14 13 (1.01%) Amazon Kinesis
14 13 (1.01%) Dagster
14 13 (1.01%) GitHub
14 13 (1.01%) Microsoft Purview
Communications & Networking
1 96 (7.47%) Broadband
2 14 (1.09%) 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%) DNS
6 4 (0.31%) HTTP
6 4 (0.31%) IPsec
6 4 (0.31%) VPN
7 2 (0.16%) Firewall
7 2 (0.16%) Tactical Data Link
8 1 (0.078%) Kerberos
8 1 (0.078%) SMS
8 1 (0.078%) Wi-Fi
8 1 (0.078%) Wireless
Database & Business Intelligence
1 125 (9.73%) Power BI
2 119 (9.26%) Data Warehouse
3 84 (6.54%) Data Lake
4 76 (5.91%) Tableau
5 65 (5.06%) Amazon Redshift
6 63 (4.90%) BigQuery
7 57 (4.44%) Metadata
8 52 (4.05%) Elasticsearch
9 51 (3.97%) Looker
10 49 (3.81%) NoSQL
11 37 (2.88%) GIS
11 37 (2.88%) PostgreSQL
12 35 (2.72%) MongoDB
13 34 (2.65%) Big Data
14 29 (2.26%) Relational Database
15 26 (2.02%) QGIS
16 25 (1.95%) Delta Lake
16 25 (1.95%) Snowflake Schema
17 22 (1.71%) Spatial Data
18 21 (1.63%) MySQL
Development Applications
1 89 (6.93%) Git
2 44 (3.42%) MLflow
3 12 (0.93%) 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
1 260 (20.23%) Social Skills
2 238 (18.52%) Analytical Skills
3 237 (18.44%) Finance
4 91 (7.08%) Inclusion and Diversity
5 71 (5.53%) Marketing
6 58 (4.51%) Retail
7 57 (4.44%) Public Sector
8 55 (4.28%) Banking
9 34 (2.65%) Law
10 26 (2.02%) Advertising
10 26 (2.02%) Organisational Skills
11 23 (1.79%) Legal
12 21 (1.63%) Influencing Skills
13 17 (1.32%) Financial Institution
13 17 (1.32%) Manufacturing
14 16 (1.25%) Games
15 14 (1.09%) Telecoms
16 12 (0.93%) Presentation Skills
17 11 (0.86%) Pharmaceutical
17 11 (0.86%) Publishing
Job Titles
1 482 (37.51%) Data Scientist
2 296 (23.04%) Senior
3 236 (18.37%) Senior Data Scientist
4 163 (12.68%) Lead
5 151 (11.75%) Data Engineer
6 84 (6.54%) Developer
7 82 (6.38%) Software Engineer
8 70 (5.45%) Lead Data Scientist
9 69 (5.37%) Consultant
10 53 (4.12%) Analyst
11 41 (3.19%) Architect
12 36 (2.80%) Senior Data Engineer
13 34 (2.65%) Python Engineer
14 33 (2.57%) Research Scientist
15 32 (2.49%) Artificial Intelligence Engineer
15 32 (2.49%) Data Analyst
16 31 (2.41%) Systems Engineer
17 30 (2.33%) Scala Engineer
18 28 (2.18%) Product Specialist
19 25 (1.95%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 156 (12.14%) PyTorch
2 117 (9.11%) TensorFlow
3 72 (5.60%) scikit-learn
4 60 (4.67%) Kafka
5 50 (3.89%) LangChain
6 46 (3.58%) gRPC
7 42 (3.27%) PySpark
8 32 (2.49%) Pandas
8 32 (2.49%) React
9 31 (2.41%) LlamaIndex
10 29 (2.26%) Hugging Face
11 25 (1.95%) pgvector
12 23 (1.79%) RESTful
13 21 (1.63%) REST
14 18 (1.40%) Django
14 18 (1.40%) FastAPI
14 18 (1.40%) HTML
15 17 (1.32%) Node.js
15 17 (1.32%) NumPy
16 15 (1.17%) .NET
Miscellaneous
1 106 (8.25%) Algorithms
2 76 (5.91%) Cloud Native
3 70 (5.45%) Distributed Systems
4 69 (5.37%) Video\Live Streaming
5 54 (4.20%) Over-the-Top Content
6 49 (3.81%) Product Ownership
7 32 (2.49%) Data Structures
8 31 (2.41%) Clustering
9 28 (2.18%) AI Agents
10 27 (2.10%) Social Media
11 26 (2.02%) Life Science
11 26 (2.02%) Public Cloud
12 17 (1.32%) Management Information System
12 17 (1.32%) Onboarding
13 16 (1.25%) Greenfield Project
14 13 (1.01%) e-Learning
15 12 (0.93%) Virtual Team
16 10 (0.78%) Enterprise Software
16 10 (0.78%) Low-Code
17 8 (0.62%) Hackathon
Operating Systems
1 24 (1.87%) Linux
2 9 (0.70%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 604 (47.00%) AI
2 585 (45.53%) Machine Learning
3 489 (38.05%) Analytics
4 247 (19.22%) CI/CD
5 231 (17.98%) Software Engineering
6 230 (17.90%) Data Engineering
7 220 (17.12%) Problem-Solving
8 217 (16.89%) Agile
8 217 (16.89%) Decision-Making
9 199 (15.49%) Data Pipeline
9 199 (15.49%) Mentoring
10 182 (14.16%) Business Intelligence
11 181 (14.09%) Roadmaps
12 176 (13.70%) Generative AI
13 175 (13.62%) MLOps
14 157 (12.22%) Data Modelling
15 149 (11.60%) Use Case
16 135 (10.51%) ETL
17 132 (10.27%) Computer Science
18 125 (9.73%) Visualisation
Programming Languages
1 655 (50.97%) Python
2 336 (26.15%) SQL
3 87 (6.77%) Scala
4 77 (5.99%) Java
5 57 (4.44%) Go
6 45 (3.50%) R
7 44 (3.42%) C++
8 37 (2.88%) JavaScript
9 26 (2.02%) C#
10 21 (1.63%) VBA
11 18 (1.40%) C
12 15 (1.17%) TypeScript
13 12 (0.93%) Bicep
14 11 (0.86%) Bash
15 9 (0.70%) PHP
16 8 (0.62%) Julia
17 7 (0.54%) T-SQL
18 5 (0.39%) Data Analysis Expressions
18 5 (0.39%) Rust
19 4 (0.31%) Ruby
Qualifications
1 280 (21.79%) Degree
2 130 (10.12%) Security Cleared
3 76 (5.91%) Master's Degree
4 63 (4.90%) DV Cleared
5 58 (4.51%) SC Cleared
6 56 (4.36%) PhD
7 43 (3.35%) Computer Science Degree
8 35 (2.72%) DBS Check
9 25 (1.95%) Azure Certification
10 11 (0.86%) Microsoft Certification
11 8 (0.62%) Postgraduate
12 7 (0.54%) APMP
12 7 (0.54%) AWS Certification
12 7 (0.54%) BPSS Clearance
12 7 (0.54%) MBA
12 7 (0.54%) SnowPro
13 3 (0.23%) CISSP
13 3 (0.23%) Numerate Degree
13 3 (0.23%) TOGAF Certification
14 2 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 134 (10.43%) Data Quality
2 48 (3.74%) GDPR
3 44 (3.42%) Accessibility
3 44 (3.42%) QA
4 24 (1.87%) California Consumer Privacy Act
5 8 (0.62%) 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%) EU AI Act
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
10 1 (0.078%) SOC 2
System Software
1 106 (8.25%) 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 61 (4.75%) Kubernetes
2 55 (4.28%) Terraform
3 12 (0.93%) Kubeflow
4 4 (0.31%) Hadoop YARN
5 3 (0.23%) Kibana
6 2 (0.16%) Ansible
6 2 (0.16%) Argo
6 2 (0.16%) Computer Emergency Response Teams
6 2 (0.16%) Computer Incident Response Team
Vendors
1 158 (12.30%) Databricks
2 71 (5.53%) Google
3 69 (5.37%) Microsoft
4 48 (3.74%) Dell
5 45 (3.50%) Typelevel
6 26 (2.02%) Informatica
7 25 (1.95%) Teradata
8 24 (1.87%) Denodo
9 23 (1.79%) Cloudera
10 18 (1.40%) OpenAI
11 15 (1.17%) Cisco
12 12 (0.93%) Oracle
13 10 (0.78%) Salesforce
14 7 (0.54%) ServiceNow
15 6 (0.47%) Palantir
15 6 (0.47%) SAP
16 5 (0.39%) IBM
17 4 (0.31%) HP
17 4 (0.31%) Workday
18 3 (0.23%) Confluent