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

6 months to
20 Apr 2026
Same period 2025 Same period 2024
Rank 164 123 119
Rank change year-on-year -41 -4 -50
Permanent jobs citing Data Science 1,126 1,026 2,260
As % of all permanent jobs in the UK 1.29% 2.45% 2.39%
As % of the Processes & Methodologies category 1.71% 2.64% 2.78%
Number of salaries quoted 597 527 1,301
10th Percentile £45,000 £44,590 £42,250
25th Percentile £56,250 £53,750 £48,419
Median annual salary (50th Percentile) £71,000 £70,000 £67,500
Median % change year-on-year +1.43% +3.70% -6.90%
75th Percentile £90,000 £95,000 £88,750
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £65,000 £63,076 £57,500
% change year-on-year +3.05% +9.70% -10.99%

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 65,702 38,866 81,241
As % of all permanent jobs advertised in the UK 75.29% 92.92% 85.87%
Number of salaries quoted 40,633 22,660 59,433
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -8.90%

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 20 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 20 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 -23 1,047 £71,500 +2.14% 723
London +12 539 £80,939 -1.89% 393
UK excluding London -66 504 £65,000 +3.05% 458
Work from Home -25 347 £66,720 +4.25% 344
South East -40 151 £65,000 +8.33% 163
North of England -22 124 £66,720 +6.75% 106
South West -53 93 £60,000 -14.29% 66
North West +16 88 £72,966 +17.80% 65
Midlands -30 79 £55,000 -4.76% 60
East Midlands -36 40 £53,945 -28.07% 37
West Midlands -42 39 £55,000 +10.00% 23
East of England -25 36 £86,725 +35.51% 42
Yorkshire -69 32 £62,500 +3.18% 32
Scotland -54 13 £95,000 +65.22% 16
Wales -28 5 £39,511 -50.61% 10
North East -39 4 £64,610 +3.38% 10
Northern Ireland -42 3 - - 4

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 87 (7.73%) Apache Spark
2 75 (6.66%) Apache Airflow
3 23 (2.04%) SharePoint
4 22 (1.95%) ArcGIS
5 21 (1.87%) Apache
6 10 (0.89%) Jupyter
7 6 (0.53%) SAS
8 5 (0.44%) Confluence
8 5 (0.44%) GeoServer
8 5 (0.44%) IIS
9 3 (0.27%) Apache Superset
9 3 (0.27%) CMS
10 1 (0.089%) Palantir Foundry
10 1 (0.089%) WordPress
Applications
1 45 (4.00%) Microsoft Excel
2 7 (0.62%) Chatbot
3 4 (0.36%) Microsoft Project
4 3 (0.27%) Spreadsheet
5 2 (0.18%) Microsoft PowerPoint
6 1 (0.089%) Trello
Business Applications
1 6 (0.53%) Salesforce CRM
2 1 (0.089%) Dynamics CRM
2 1 (0.089%) FIS Private Capital Suite
2 1 (0.089%) NetSuite
2 1 (0.089%) Odoo
2 1 (0.089%) Oracle EBS
2 1 (0.089%) SAP PLM
2 1 (0.089%) Teamcenter
Cloud Services
1 333 (29.57%) AWS
2 318 (28.24%) Azure
3 210 (18.65%) GCP
4 157 (13.94%) Power Platform
5 89 (7.90%) Snowflake
6 61 (5.42%) dbt
7 48 (4.26%) Azure Synapse Analytics
8 47 (4.17%) Azure Machine Learning
9 36 (3.20%) Amazon SageMaker
10 35 (3.11%) Azure AI
10 35 (3.11%) Azure Data Factory
11 33 (2.93%) Vertex AI
12 28 (2.49%) Azure DevOps
13 24 (2.13%) SaaS
14 20 (1.78%) Serverless
15 19 (1.69%) Dagster
16 18 (1.60%) Amazon S3
16 18 (1.60%) Microsoft 365
17 17 (1.51%) GitHub
18 16 (1.42%) PowerApps
Communications & Networking
1 81 (7.19%) Broadband
2 11 (0.98%) 4G
2 11 (0.98%) BGP
2 11 (0.98%) Cisco IOS
2 11 (0.98%) Ethernet VPN
2 11 (0.98%) IOS XR
2 11 (0.98%) MPLS
3 5 (0.44%) Internet
4 4 (0.36%) HTTP
5 3 (0.27%) Firewall
5 3 (0.27%) Software-Defined Radio
5 3 (0.27%) TCP/IP
6 2 (0.18%) Kerberos
6 2 (0.18%) MQTT
6 2 (0.18%) Tactical Data Link
7 1 (0.089%) Bluetooth
7 1 (0.089%) Intrusion Detection
7 1 (0.089%) TCAP
7 1 (0.089%) Wi-Fi
7 1 (0.089%) Wireless
Database & Business Intelligence
1 151 (13.41%) Power BI
2 142 (12.61%) Data Warehouse
3 105 (9.33%) Tableau
4 96 (8.53%) Data Lake
5 72 (6.39%) BigQuery
6 58 (5.15%) Elasticsearch
7 56 (4.97%) Amazon Redshift
8 50 (4.44%) Looker
8 50 (4.44%) NoSQL
9 40 (3.55%) Metadata
10 38 (3.37%) MongoDB
11 37 (3.29%) GIS
11 37 (3.29%) PostgreSQL
12 35 (3.11%) Big Data
13 27 (2.40%) QGIS
14 25 (2.22%) Snowflake Schema
14 25 (2.22%) SQL Server
15 24 (2.13%) Delta Lake
15 24 (2.13%) MySQL
16 23 (2.04%) Relational Database
Development Applications
1 76 (6.75%) Git
2 58 (5.15%) MLflow
3 15 (1.33%) GitLab
4 11 (0.98%) JIRA
5 8 (0.71%) Jenkins
6 4 (0.36%) Selenium
7 1 (0.089%) Bitbucket
7 1 (0.089%) Burp Suite
7 1 (0.089%) Metasploit
7 1 (0.089%) TeamCity
7 1 (0.089%) Visual Studio Code
General
1 252 (22.38%) Finance
2 248 (22.02%) Social Skills
3 235 (20.87%) Analytical Skills
4 94 (8.35%) Inclusion and Diversity
5 84 (7.46%) Marketing
6 66 (5.86%) Banking
7 63 (5.60%) Retail
8 52 (4.62%) Pharmaceutical
9 50 (4.44%) Public Sector
10 40 (3.55%) Law
11 24 (2.13%) Financial Institution
12 21 (1.87%) Manufacturing
13 20 (1.78%) Legal
14 18 (1.60%) Advertising
15 15 (1.33%) Organisational Skills
16 14 (1.24%) Influencing Skills
16 14 (1.24%) Telecoms
17 11 (0.98%) Agriculture
17 11 (0.98%) Documentation Skills
18 8 (0.71%) Games
Job Titles
1 315 (27.98%) Data Scientist
2 260 (23.09%) Senior
3 165 (14.65%) Data Engineer
4 146 (12.97%) Senior Data Scientist
5 142 (12.61%) Lead
6 77 (6.84%) Consultant
7 70 (6.22%) Analyst
7 70 (6.22%) Software Engineer
8 53 (4.71%) Developer
9 52 (4.62%) Data Analyst
10 46 (4.09%) Senior Data Engineer
11 33 (2.93%) Artificial Intelligence Consultant
11 33 (2.93%) Lead Data Scientist
12 31 (2.75%) Data Consultant
12 31 (2.75%) Systems Engineer
13 30 (2.66%) Scala Engineer
14 28 (2.49%) Architect
14 28 (2.49%) Product Specialist
15 26 (2.31%) Python Engineer
16 24 (2.13%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 133 (11.81%) PyTorch
2 96 (8.53%) TensorFlow
3 68 (6.04%) scikit-learn
4 53 (4.71%) LangChain
5 47 (4.17%) gRPC
6 46 (4.09%) Kafka
7 37 (3.29%) PySpark
7 37 (3.29%) React
8 33 (2.93%) Pandas
9 28 (2.49%) LlamaIndex
10 25 (2.22%) pgvector
11 23 (2.04%) Django
12 21 (1.87%) HTML
12 21 (1.87%) RESTful
13 18 (1.60%) FastAPI
14 17 (1.51%) REST
15 16 (1.42%) CSS
16 14 (1.24%) Vue
17 13 (1.15%) Node.js
17 13 (1.15%) NumPy
Miscellaneous
1 94 (8.35%) Algorithms
2 75 (6.66%) Life Science
3 71 (6.31%) Distributed Systems
4 59 (5.24%) Video\Live Streaming
5 51 (4.53%) Cloud Native
6 50 (4.44%) Over-the-Top Content
7 44 (3.91%) Product Ownership
8 29 (2.58%) Data Structures
8 29 (2.58%) Management Information System
9 26 (2.31%) AI Agents
10 25 (2.22%) Clustering
10 25 (2.22%) Public Cloud
11 24 (2.13%) Social Media
12 22 (1.95%) Greenfield Project
13 20 (1.78%) Onboarding
13 20 (1.78%) Pharmacovigilance
14 18 (1.60%) Self-Motivation
15 16 (1.42%) Enterprise Software
16 13 (1.15%) Low-Code
17 11 (0.98%) Hackathon
Operating Systems
1 9 (0.80%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.089%) Android
4 1 (0.089%) Kali Linux
4 1 (0.089%) Ubuntu
Processes & Methodologies
1 558 (49.56%) AI
2 539 (47.87%) Machine Learning
3 514 (45.65%) Analytics
4 254 (22.56%) Problem-Solving
5 237 (21.05%) Data Engineering
6 228 (20.25%) Decision-Making
7 222 (19.72%) Agile
8 209 (18.56%) Business Intelligence
9 204 (18.12%) CI/CD
10 196 (17.41%) Computer Science
11 192 (17.05%) Data Pipeline
12 178 (15.81%) Data Modelling
13 160 (14.21%) Use Case
14 156 (13.85%) Software Engineering
15 153 (13.59%) ETL
15 153 (13.59%) Visualisation
16 150 (13.32%) Mentoring
17 141 (12.52%) Generative AI
18 136 (12.08%) MLOps
19 131 (11.63%) Data Analysis
Programming Languages
1 602 (53.46%) Python
2 320 (28.42%) SQL
3 96 (8.53%) Scala
4 77 (6.84%) Java
5 71 (6.31%) R
6 63 (5.60%) Go
7 32 (2.84%) JavaScript
8 20 (1.78%) C++
9 19 (1.69%) VBA
10 13 (1.15%) TypeScript
11 12 (1.07%) Bash
11 12 (1.07%) C#
12 9 (0.80%) Rust
13 8 (0.71%) PHP
13 8 (0.71%) T-SQL
14 6 (0.53%) Bicep
14 6 (0.53%) Julia
15 5 (0.44%) ANSI SQL
15 5 (0.44%) Data Analysis Expressions
15 5 (0.44%) PowerShell
Qualifications
1 333 (29.57%) Degree
2 121 (10.75%) Security Cleared
3 114 (10.12%) Master's Degree
4 79 (7.02%) Computer Science Degree
5 58 (5.15%) SC Cleared
6 52 (4.62%) DV Cleared
6 52 (4.62%) PhD
7 27 (2.40%) DBS Check
8 19 (1.69%) Numerate Degree
9 17 (1.51%) MBA
10 15 (1.33%) Azure Certification
11 11 (0.98%) APMP
12 8 (0.71%) Microsoft Certification
13 7 (0.62%) Postgraduate
14 5 (0.44%) BPSS Clearance
15 3 (0.27%) AWS Certification
15 3 (0.27%) CISSP
16 2 (0.18%) CompTIA Security+
16 2 (0.18%) GIAC
16 2 (0.18%) SANS
Quality Assurance & Compliance
1 155 (13.77%) Data Quality
2 67 (5.95%) GDPR
3 50 (4.44%) Accessibility
4 31 (2.75%) QA
5 26 (2.31%) California Consumer Privacy Act
6 21 (1.87%) Solvency II
7 20 (1.78%) EU AI Act
7 20 (1.78%) HIPAA
7 20 (1.78%) PSD2
8 17 (1.51%) GxP
9 10 (0.89%) Actionable Recommendations
10 3 (0.27%) PERC
11 2 (0.18%) 21 CFR Part 11
12 1 (0.089%) FINRA
12 1 (0.089%) GMP
12 1 (0.089%) GRC
12 1 (0.089%) IFRS
12 1 (0.089%) ISO/IEC 27001
12 1 (0.089%) NCSC
12 1 (0.089%) NIST
System Software
1 114 (10.12%) Docker
2 4 (0.36%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.089%) IAG
4 1 (0.089%) Virtual Desktop
Systems Management
1 69 (6.13%) Kubernetes
2 46 (4.09%) Terraform
3 7 (0.62%) Kubeflow
4 4 (0.36%) Ansible
4 4 (0.36%) Argo
5 2 (0.18%) Computer Emergency Response Teams
5 2 (0.18%) Computer Incident Response Team
6 1 (0.089%) Nagios
6 1 (0.089%) Nessus
6 1 (0.089%) Nmap
Vendors
1 163 (14.48%) Databricks
2 81 (7.19%) Google
3 73 (6.48%) Microsoft
4 49 (4.35%) Dell
5 45 (4.00%) Typelevel
6 31 (2.75%) Informatica
7 25 (2.22%) OpenAI
8 24 (2.13%) Denodo
8 24 (2.13%) Teradata
9 23 (2.04%) Cloudera
10 21 (1.87%) Salesforce
11 20 (1.78%) Cisco
12 17 (1.51%) Oracle
13 16 (1.42%) Alteryx
14 15 (1.33%) Bloomberg
15 14 (1.24%) Palantir
16 8 (0.71%) Foundry
17 7 (0.62%) ServiceNow
17 7 (0.62%) Talend
18 6 (0.53%) SAP