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

6 months to
5 Apr 2026
Same period 2025 Same period 2024
Rank 161 121 110
Rank change year-on-year -40 -11 -38
Permanent jobs citing Data Science 1,095 1,010 2,262
As % of all permanent jobs in the UK 1.35% 2.47% 2.49%
As % of the Processes & Methodologies category 1.77% 2.65% 2.88%
Number of salaries quoted 574 520 1,301
10th Percentile £45,000 £44,590 £42,250
25th Percentile £55,313 £53,750 £47,500
Median annual salary (50th Percentile) £70,932 £70,000 £67,500
Median % change year-on-year +1.33% +3.70% -6.90%
75th Percentile £90,000 £92,125 £88,750
90th Percentile £102,500 £115,000 £115,000
UK excluding London median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% -9.11%

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 61,872 38,072 78,558
As % of all permanent jobs advertised in the UK 76.33% 93.03% 86.34%
Number of salaries quoted 38,257 22,481 58,309
10th Percentile £30,000 £31,250 £29,241
25th Percentile £40,000 £43,750 £40,000
Median annual salary (50th Percentile) £55,500 £60,000 £55,000
Median % change year-on-year -7.50% +9.09% -11.00%
75th Percentile £77,500 £80,000 £73,000
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £54,321 £50,000
% change year-on-year -7.95% +8.64% -8.41%

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 April 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 April 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 -29 1,017 £71,025 +1.46% 737
London +18 538 £80,470 +0.59% 384
UK excluding London -77 480 £62,500 - 486
Work from Home -22 340 £67,110 +4.86% 272
South East -30 153 £65,000 +8.33% 166
North of England -47 105 £65,000 +2.12% 119
South West -49 85 £60,000 -14.29% 69
Midlands -37 77 £57,500 - 65
North West +1 73 £70,000 +8.63% 63
West Midlands -27 40 £62,500 +38.89% 27
East Midlands -32 37 £45,195 -38.72% 38
East of England -15 36 £86,725 +35.51% 34
Yorkshire -71 28 £60,000 -5.74% 37
Scotland -71 13 £90,000 +60.00% 21
Wales -24 8 £40,000 -50.00% 15
North East -23 4 £64,610 +3.38% 21
Northern Ireland -41 3 - - 6

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 84 (7.67%) Apache Spark
2 75 (6.85%) Apache Airflow
3 23 (2.10%) SharePoint
4 22 (2.01%) ArcGIS
5 21 (1.92%) Apache
6 10 (0.91%) Jupyter
7 6 (0.55%) SAS
8 5 (0.46%) Confluence
8 5 (0.46%) GeoServer
8 5 (0.46%) IIS
9 3 (0.27%) Apache Superset
9 3 (0.27%) CMS
10 1 (0.091%) Palantir Foundry
10 1 (0.091%) WordPress
Applications
1 53 (4.84%) Microsoft Excel
2 4 (0.37%) Chatbot
2 4 (0.37%) Microsoft Project
3 3 (0.27%) Spreadsheet
4 2 (0.18%) Microsoft PowerPoint
Business Applications
1 6 (0.55%) Salesforce CRM
2 2 (0.18%) Oracle EBS
3 1 (0.091%) Dynamics CRM
3 1 (0.091%) FIS Private Capital Suite
3 1 (0.091%) NetSuite
3 1 (0.091%) Odoo
3 1 (0.091%) SAP PLM
3 1 (0.091%) Teamcenter
Cloud Services
1 335 (30.59%) AWS
2 318 (29.04%) Azure
3 209 (19.09%) GCP
4 164 (14.98%) Power Platform
5 95 (8.68%) Snowflake
6 59 (5.39%) dbt
7 46 (4.20%) Azure Machine Learning
7 46 (4.20%) Azure Synapse Analytics
8 37 (3.38%) Amazon SageMaker
9 36 (3.29%) Azure AI
10 33 (3.01%) Azure Data Factory
10 33 (3.01%) Vertex AI
11 29 (2.65%) Azure DevOps
12 24 (2.19%) SaaS
13 23 (2.10%) GitHub
14 19 (1.74%) Dagster
14 19 (1.74%) Microsoft 365
15 18 (1.64%) Serverless
16 17 (1.55%) Amazon S3
16 17 (1.55%) PowerApps
Communications & Networking
1 82 (7.49%) Broadband
2 11 (1.00%) 4G
2 11 (1.00%) BGP
2 11 (1.00%) Cisco IOS
2 11 (1.00%) Ethernet VPN
2 11 (1.00%) IOS XR
2 11 (1.00%) MPLS
3 3 (0.27%) HTTP
3 3 (0.27%) Internet
3 3 (0.27%) Software-Defined Radio
3 3 (0.27%) TCP/IP
4 2 (0.18%) Kerberos
4 2 (0.18%) MQTT
4 2 (0.18%) Tactical Data Link
5 1 (0.091%) Firewall
5 1 (0.091%) LTE
5 1 (0.091%) Modbus
5 1 (0.091%) Network Security
5 1 (0.091%) TCAP
5 1 (0.091%) Wi-Fi
Database & Business Intelligence
1 158 (14.43%) Power BI
2 142 (12.97%) Data Warehouse
3 124 (11.32%) Tableau
4 101 (9.22%) Data Lake
5 74 (6.76%) BigQuery
6 57 (5.21%) Elasticsearch
7 52 (4.75%) Amazon Redshift
8 51 (4.66%) NoSQL
9 48 (4.38%) Looker
10 42 (3.84%) Metadata
11 37 (3.38%) GIS
12 36 (3.29%) MongoDB
13 35 (3.20%) PostgreSQL
14 34 (3.11%) Big Data
15 27 (2.47%) QGIS
16 26 (2.37%) SQL Server
17 25 (2.28%) Data Mining
17 25 (2.28%) Snowflake Schema
18 23 (2.10%) Delta Lake
18 23 (2.10%) Hadoop
Development Applications
1 77 (7.03%) Git
2 58 (5.30%) MLflow
3 14 (1.28%) GitLab
4 10 (0.91%) JIRA
5 7 (0.64%) Jenkins
6 3 (0.27%) ER Studio
6 3 (0.27%) ERwin
6 3 (0.27%) PowerDesigner
6 3 (0.27%) Selenium
7 2 (0.18%) Burp Suite
8 1 (0.091%) Bitbucket
8 1 (0.091%) Metasploit
8 1 (0.091%) TeamCity
8 1 (0.091%) Visual Studio Code
General
1 276 (25.21%) Finance
2 259 (23.65%) Social Skills
3 245 (22.37%) Analytical Skills
4 98 (8.95%) Inclusion and Diversity
5 85 (7.76%) Marketing
6 80 (7.31%) Banking
7 66 (6.03%) Retail
8 57 (5.21%) Pharmaceutical
9 51 (4.66%) Public Sector
10 40 (3.65%) Law
11 33 (3.01%) Financial Institution
12 25 (2.28%) Legal
13 23 (2.10%) Manufacturing
14 16 (1.46%) Advertising
15 15 (1.37%) Organisational Skills
16 14 (1.28%) Telecoms
17 13 (1.19%) Influencing Skills
18 11 (1.00%) Agriculture
18 11 (1.00%) Documentation Skills
19 8 (0.73%) Investment Banking
Job Titles
1 268 (24.47%) Data Scientist
2 235 (21.46%) Senior
3 161 (14.70%) Data Engineer
4 144 (13.15%) Lead
5 115 (10.50%) Senior Data Scientist
6 80 (7.31%) Analyst
7 79 (7.21%) Consultant
8 68 (6.21%) Software Engineer
9 62 (5.66%) Data Analyst
10 58 (5.30%) Developer
11 49 (4.47%) Senior Data Engineer
12 33 (3.01%) Artificial Intelligence Consultant
13 32 (2.92%) Data Consultant
14 31 (2.83%) Lead Data Scientist
14 31 (2.83%) Systems Engineer
15 30 (2.74%) Scala Engineer
16 29 (2.65%) Architect
17 28 (2.56%) Python Engineer
18 25 (2.28%) Principal Data Scientist
18 25 (2.28%) Product Specialist
Libraries, Frameworks & Software Standards
1 135 (12.33%) PyTorch
2 99 (9.04%) TensorFlow
3 69 (6.30%) scikit-learn
4 51 (4.66%) LangChain
5 49 (4.47%) Kafka
6 47 (4.29%) gRPC
7 37 (3.38%) React
8 35 (3.20%) PySpark
9 29 (2.65%) Pandas
10 25 (2.28%) LlamaIndex
11 24 (2.19%) pgvector
12 22 (2.01%) Django
13 21 (1.92%) HTML
13 21 (1.92%) RESTful
14 17 (1.55%) CSS
14 17 (1.55%) FastAPI
15 15 (1.37%) REST
16 13 (1.19%) .NET
16 13 (1.19%) Node.js
17 12 (1.10%) XGBoost
Miscellaneous
1 94 (8.58%) Algorithms
2 81 (7.40%) Life Science
3 72 (6.58%) Distributed Systems
4 59 (5.39%) Video\Live Streaming
5 50 (4.57%) Over-the-Top Content
6 48 (4.38%) Cloud Native
7 45 (4.11%) Product Ownership
8 32 (2.92%) Management Information System
9 27 (2.47%) Data Structures
9 27 (2.47%) Self-Motivation
10 26 (2.37%) Clustering
11 25 (2.28%) AI Agents
11 25 (2.28%) Public Cloud
12 24 (2.19%) Social Media
13 21 (1.92%) Greenfield Project
13 21 (1.92%) Pharmacovigilance
14 20 (1.83%) Onboarding
15 14 (1.28%) Enterprise Software
16 12 (1.10%) Low-Code
17 11 (1.00%) Hackathon
Operating Systems
1 9 (0.82%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.091%) Android
4 1 (0.091%) Kali Linux
4 1 (0.091%) Ubuntu
Processes & Methodologies
1 568 (51.87%) AI
2 543 (49.59%) Machine Learning
3 524 (47.85%) Analytics
4 260 (23.74%) Problem-Solving
5 229 (20.91%) Data Engineering
6 228 (20.82%) Decision-Making
7 227 (20.73%) Agile
8 221 (20.18%) Business Intelligence
9 209 (19.09%) Computer Science
10 201 (18.36%) CI/CD
11 190 (17.35%) Data Pipeline
12 177 (16.16%) Data Modelling
13 163 (14.89%) Use Case
14 157 (14.34%) Visualisation
15 153 (13.97%) ETL
16 152 (13.88%) Generative AI
17 149 (13.61%) Mentoring
18 147 (13.42%) Data Analysis
18 147 (13.42%) Software Engineering
19 136 (12.42%) Mathematics
Programming Languages
1 614 (56.07%) Python
2 324 (29.59%) SQL
3 95 (8.68%) Scala
4 74 (6.76%) Java
5 73 (6.67%) R
6 62 (5.66%) Go
7 34 (3.11%) JavaScript
8 20 (1.83%) VBA
9 16 (1.46%) C++
10 14 (1.28%) C#
11 13 (1.19%) TypeScript
12 12 (1.10%) Bash
13 8 (0.73%) Rust
13 8 (0.73%) T-SQL
14 7 (0.64%) PHP
15 6 (0.55%) Data Analysis Expressions
15 6 (0.55%) Julia
16 5 (0.46%) ANSI SQL
16 5 (0.46%) Bicep
17 4 (0.37%) PowerShell
Qualifications
1 353 (32.24%) Degree
2 120 (10.96%) Master's Degree
3 113 (10.32%) Security Cleared
4 85 (7.76%) Computer Science Degree
5 61 (5.57%) SC Cleared
6 57 (5.21%) PhD
7 47 (4.29%) DV Cleared
8 30 (2.74%) Numerate Degree
9 29 (2.65%) DBS Check
10 19 (1.74%) MBA
11 16 (1.46%) Azure Certification
12 13 (1.19%) APMP
13 8 (0.73%) Microsoft Certification
14 7 (0.64%) Postgraduate
15 5 (0.46%) BPSS Clearance
16 3 (0.27%) AWS Certification
17 2 (0.18%) PMI Certification
18 1 (0.091%) ACCA
18 1 (0.091%) CFA
18 1 (0.091%) CIMA
Quality Assurance & Compliance
1 162 (14.79%) Data Quality
2 71 (6.48%) GDPR
3 52 (4.75%) Accessibility
4 30 (2.74%) QA
5 26 (2.37%) California Consumer Privacy Act
6 23 (2.10%) GxP
7 21 (1.92%) EU AI Act
7 21 (1.92%) HIPAA
7 21 (1.92%) PSD2
7 21 (1.92%) Solvency II
8 10 (0.91%) Actionable Recommendations
9 3 (0.27%) ISO/IEC 27001
9 3 (0.27%) PERC
10 2 (0.18%) 21 CFR Part 11
10 2 (0.18%) CDISC
10 2 (0.18%) HL7
11 1 (0.091%) Disclosure Scotland
11 1 (0.091%) GMP
11 1 (0.091%) ISO 13485
11 1 (0.091%) NCSC
System Software
1 114 (10.41%) Docker
2 3 (0.27%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.091%) IAG
Systems Management
1 67 (6.12%) Kubernetes
2 49 (4.47%) Terraform
3 7 (0.64%) Kubeflow
4 4 (0.37%) Ansible
5 3 (0.27%) Argo
6 1 (0.091%) Nagios
6 1 (0.091%) Nessus
6 1 (0.091%) Nmap
Vendors
1 165 (15.07%) Databricks
2 81 (7.40%) Microsoft
3 80 (7.31%) Google
4 49 (4.47%) Dell
5 45 (4.11%) Typelevel
6 34 (3.11%) Informatica
7 25 (2.28%) Alteryx
7 25 (2.28%) Bloomberg
8 24 (2.19%) Denodo
8 24 (2.19%) Teradata
9 23 (2.10%) Cloudera
9 23 (2.10%) OpenAI
10 22 (2.01%) Salesforce
11 20 (1.83%) Cisco
12 19 (1.74%) Oracle
13 14 (1.28%) Palantir
14 8 (0.73%) Foundry
14 8 (0.73%) SAP
15 7 (0.64%) Talend
16 6 (0.55%) ServiceNow