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

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 156 124 120
Rank change year-on-year -32 -4 -46
Permanent jobs citing Data Science 1,168 1,043 2,269
As % of all permanent jobs in the UK 1.30% 2.47% 2.37%
As % of the Processes & Methodologies category 1.74% 2.65% 2.76%
Number of salaries quoted 630 537 1,306
10th Percentile £45,900 £44,590 £42,250
25th Percentile £55,000 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £90,000 £95,000 £89,688
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,652 £57,500
% change year-on-year -1.81% +10.70% -10.20%

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 67,199 39,303 82,062
As % of all permanent jobs advertised in the UK 74.71% 92.91% 85.63%
Number of salaries quoted 41,762 22,588 59,681
10th Percentile £30,000 £30,750 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,946 £60,000 £55,000
Median % change year-on-year -3.42% +9.09% -10.57%
75th Percentile £78,500 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -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 1 May 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 1 May 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 -19 1,090 £70,000 - 730
London +2 548 £80,000 -3.03% 403
UK excluding London -47 532 £62,500 -1.81% 433
Work from Home -14 364 £66,720 +4.25% 314
South East -21 156 £62,500 +4.17% 144
North of England -17 138 £66,720 +8.93% 121
North West +25 99 £70,466 +17.44% 64
South West -56 97 £60,000 -14.29% 49
Midlands -33 85 £62,500 +8.70% 60
East Midlands -22 46 £62,500 -16.67% 33
West Midlands -44 39 £62,500 +13.64% 27
East of England -13 38 £86,725 +19.62% 32
Yorkshire -67 34 £62,500 +3.18% 38
Scotland -65 12 £90,000 +56.52% 19
North East -35 5 £64,610 +3.38% 19
Wales -30 3 £39,511 -50.61% 8
Northern Ireland -40 3 - - 5

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 90 (7.71%) Apache Spark
2 76 (6.51%) Apache Airflow
3 22 (1.88%) Apache
3 22 (1.88%) ArcGIS
3 22 (1.88%) SharePoint
4 11 (0.94%) Jupyter
5 6 (0.51%) SAS
6 5 (0.43%) Confluence
6 5 (0.43%) GeoServer
6 5 (0.43%) IIS
7 3 (0.26%) Apache Superset
7 3 (0.26%) CMS
8 1 (0.086%) Apache Pulsar
8 1 (0.086%) Palantir Foundry
8 1 (0.086%) WordPress
Applications
1 40 (3.42%) Microsoft Excel
2 8 (0.68%) Chatbot
3 4 (0.34%) Microsoft Project
4 3 (0.26%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
6 1 (0.086%) Microsoft Office
6 1 (0.086%) Trello
Business Applications
1 5 (0.43%) Salesforce CRM
2 1 (0.086%) Dynamics CRM
2 1 (0.086%) FIS Private Capital Suite
2 1 (0.086%) NetSuite
2 1 (0.086%) Odoo
2 1 (0.086%) SAP PLM
2 1 (0.086%) Teamcenter
Cloud Services
1 331 (28.34%) AWS
2 312 (26.71%) Azure
3 212 (18.15%) GCP
4 151 (12.93%) Power Platform
5 89 (7.62%) Snowflake
6 60 (5.14%) dbt
7 48 (4.11%) Azure Machine Learning
7 48 (4.11%) Azure Synapse Analytics
8 36 (3.08%) Azure Data Factory
9 29 (2.48%) Azure DevOps
10 26 (2.23%) Amazon SageMaker
10 26 (2.23%) Azure AI
10 26 (2.23%) SaaS
10 26 (2.23%) Serverless
11 23 (1.97%) Vertex AI
12 20 (1.71%) Amazon S3
13 18 (1.54%) AWS Lambda
13 18 (1.54%) Dagster
13 18 (1.54%) GitHub
14 16 (1.37%) Microsoft 365
Communications & Networking
1 82 (7.02%) Broadband
2 11 (0.94%) 4G
2 11 (0.94%) BGP
2 11 (0.94%) Cisco IOS
2 11 (0.94%) Ethernet VPN
2 11 (0.94%) IOS XR
2 11 (0.94%) MPLS
3 6 (0.51%) Internet
4 5 (0.43%) Software-Defined Radio
5 4 (0.34%) HTTP
6 2 (0.17%) Firewall
6 2 (0.17%) MQTT
6 2 (0.17%) Tactical Data Link
6 2 (0.17%) TCP/IP
7 1 (0.086%) Kerberos
7 1 (0.086%) LTE
7 1 (0.086%) TCAP
7 1 (0.086%) Wi-Fi
7 1 (0.086%) Wireless
Database & Business Intelligence
1 145 (12.41%) Power BI
2 140 (11.99%) Data Warehouse
3 98 (8.39%) Data Lake
4 95 (8.13%) Tableau
5 70 (5.99%) BigQuery
6 61 (5.22%) Amazon Redshift
7 60 (5.14%) Elasticsearch
8 50 (4.28%) Looker
9 49 (4.20%) NoSQL
10 42 (3.60%) Metadata
11 39 (3.34%) MongoDB
11 39 (3.34%) PostgreSQL
12 37 (3.17%) GIS
13 35 (3.00%) Big Data
14 27 (2.31%) MySQL
14 27 (2.31%) QGIS
14 27 (2.31%) Relational Database
15 26 (2.23%) Delta Lake
16 25 (2.14%) Snowflake Schema
16 25 (2.14%) SQL Server
Development Applications
1 79 (6.76%) Git
2 59 (5.05%) MLflow
3 15 (1.28%) GitLab
4 11 (0.94%) JIRA
5 8 (0.68%) Jenkins
6 4 (0.34%) Selenium
7 2 (0.17%) Visual Studio Code
8 1 (0.086%) Bitbucket
8 1 (0.086%) TeamCity
General
1 245 (20.98%) Social Skills
2 242 (20.72%) Finance
3 231 (19.78%) Analytical Skills
4 100 (8.56%) Inclusion and Diversity
5 73 (6.25%) Marketing
6 58 (4.97%) Banking
6 58 (4.97%) Retail
7 46 (3.94%) Public Sector
8 42 (3.60%) Law
8 42 (3.60%) Pharmaceutical
9 22 (1.88%) Legal
10 20 (1.71%) Advertising
10 20 (1.71%) Financial Institution
11 18 (1.54%) Manufacturing
12 15 (1.28%) Influencing Skills
13 14 (1.20%) Organisational Skills
14 13 (1.11%) Telecoms
15 11 (0.94%) Agriculture
15 11 (0.94%) Documentation Skills
15 11 (0.94%) Games
Job Titles
1 357 (30.57%) Data Scientist
2 271 (23.20%) Senior
3 169 (14.47%) Senior Data Scientist
4 167 (14.30%) Data Engineer
5 145 (12.41%) Lead
6 73 (6.25%) Consultant
7 70 (5.99%) Software Engineer
8 62 (5.31%) Analyst
9 60 (5.14%) Developer
10 43 (3.68%) Data Analyst
11 42 (3.60%) Senior Data Engineer
12 40 (3.42%) Lead Data Scientist
13 33 (2.83%) Artificial Intelligence Consultant
14 31 (2.65%) Systems Engineer
15 30 (2.57%) Architect
15 30 (2.57%) Scala Engineer
16 29 (2.48%) Data Consultant
17 28 (2.40%) Product Specialist
18 25 (2.14%) Python Engineer
19 24 (2.05%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 140 (11.99%) PyTorch
2 103 (8.82%) TensorFlow
3 67 (5.74%) scikit-learn
4 55 (4.71%) LangChain
5 49 (4.20%) Kafka
6 47 (4.02%) gRPC
7 39 (3.34%) React
8 38 (3.25%) PySpark
9 35 (3.00%) Pandas
10 29 (2.48%) LlamaIndex
11 25 (2.14%) pgvector
12 21 (1.80%) HTML
12 21 (1.80%) RESTful
13 20 (1.71%) Django
14 18 (1.54%) REST
15 16 (1.37%) CSS
15 16 (1.37%) FastAPI
16 14 (1.20%) Hugging Face
17 13 (1.11%) Node.js
17 13 (1.11%) Vue
Miscellaneous
1 101 (8.65%) Algorithms
2 71 (6.08%) Distributed Systems
3 65 (5.57%) Life Science
4 60 (5.14%) Video\Live Streaming
5 56 (4.79%) Cloud Native
6 51 (4.37%) Over-the-Top Content
7 44 (3.77%) Product Ownership
8 31 (2.65%) Data Structures
9 29 (2.48%) Management Information System
10 27 (2.31%) AI Agents
11 26 (2.23%) Clustering
12 25 (2.14%) Social Media
13 24 (2.05%) Public Cloud
14 20 (1.71%) Greenfield Project
14 20 (1.71%) Onboarding
15 16 (1.37%) Enterprise Software
16 13 (1.11%) Low-Code
16 13 (1.11%) Self-Motivation
17 11 (0.94%) Hackathon
17 11 (0.94%) Virtual Team
Operating Systems
1 7 (0.60%) Linux
2 2 (0.17%) Unix
2 2 (0.17%) Windows
Processes & Methodologies
1 564 (48.29%) AI
2 559 (47.86%) Machine Learning
3 512 (43.84%) Analytics
4 251 (21.49%) Problem-Solving
5 239 (20.46%) Data Engineering
6 230 (19.69%) Decision-Making
7 227 (19.43%) Agile
8 210 (17.98%) CI/CD
9 199 (17.04%) Business Intelligence
10 197 (16.87%) Data Pipeline
11 178 (15.24%) Computer Science
12 177 (15.15%) Data Modelling
13 170 (14.55%) Software Engineering
14 154 (13.18%) Mentoring
14 154 (13.18%) Use Case
15 152 (13.01%) ETL
15 152 (13.01%) Visualisation
16 142 (12.16%) Generative AI
17 141 (12.07%) MLOps
18 128 (10.96%) Data Management
Programming Languages
1 611 (52.31%) Python
2 318 (27.23%) SQL
3 97 (8.30%) Scala
4 78 (6.68%) Java
5 69 (5.91%) R
6 63 (5.39%) Go
7 32 (2.74%) JavaScript
8 25 (2.14%) C++
9 19 (1.63%) VBA
10 16 (1.37%) TypeScript
11 14 (1.20%) C#
12 12 (1.03%) Bash
13 11 (0.94%) Rust
14 9 (0.77%) C
15 8 (0.68%) PHP
15 8 (0.68%) T-SQL
16 7 (0.60%) Bicep
17 6 (0.51%) Julia
17 6 (0.51%) PowerShell
18 5 (0.43%) ANSI SQL
Qualifications
1 313 (26.80%) Degree
2 133 (11.39%) Security Cleared
3 107 (9.16%) Master's Degree
4 62 (5.31%) Computer Science Degree
4 62 (5.31%) DV Cleared
5 59 (5.05%) SC Cleared
6 57 (4.88%) PhD
7 33 (2.83%) DBS Check
8 17 (1.46%) Azure Certification
9 16 (1.37%) MBA
10 11 (0.94%) Numerate Degree
11 10 (0.86%) APMP
12 8 (0.68%) Microsoft Certification
13 7 (0.60%) Postgraduate
14 4 (0.34%) BPSS Clearance
15 3 (0.26%) AWS Certification
15 3 (0.26%) CISSP
16 2 (0.17%) GIAC
16 2 (0.17%) PMI Certification
16 2 (0.17%) SANS
Quality Assurance & Compliance
1 152 (13.01%) Data Quality
2 58 (4.97%) GDPR
3 49 (4.20%) Accessibility
4 35 (3.00%) QA
5 25 (2.14%) California Consumer Privacy Act
6 17 (1.46%) GxP
7 12 (1.03%) Solvency II
8 10 (0.86%) Actionable Recommendations
8 10 (0.86%) EU AI Act
8 10 (0.86%) HIPAA
8 10 (0.86%) PSD2
9 3 (0.26%) PERC
10 2 (0.17%) 21 CFR Part 11
10 2 (0.17%) IFRS
10 2 (0.17%) IFRS 17
11 1 (0.086%) GMP
11 1 (0.086%) GRC
11 1 (0.086%) ISO/IEC 27001
11 1 (0.086%) NCSC
11 1 (0.086%) NIST
System Software
1 114 (9.76%) Docker
2 3 (0.26%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.086%) Virtual Desktop
Systems Management
1 68 (5.82%) Kubernetes
2 47 (4.02%) Terraform
3 8 (0.68%) Kubeflow
4 4 (0.34%) Argo
5 3 (0.26%) Ansible
6 2 (0.17%) Computer Emergency Response Teams
6 2 (0.17%) Computer Incident Response Team
7 1 (0.086%) Nagios
Vendors
1 166 (14.21%) Databricks
2 71 (6.08%) Google
2 71 (6.08%) Microsoft
3 48 (4.11%) Dell
4 45 (3.85%) Typelevel
5 31 (2.65%) Informatica
6 26 (2.23%) OpenAI
7 25 (2.14%) Teradata
8 24 (2.05%) Denodo
9 23 (1.97%) Cloudera
10 19 (1.63%) Cisco
11 18 (1.54%) Salesforce
12 16 (1.37%) Oracle
13 14 (1.20%) Palantir
14 10 (0.86%) Alteryx
15 9 (0.77%) Bloomberg
16 8 (0.68%) Foundry
17 7 (0.60%) ServiceNow
17 7 (0.60%) Talend
18 5 (0.43%) BT