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

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 164 123 114
Rank change year-on-year -41 -9 -48
Permanent jobs citing Data Science 1,104 1,017 2,292
As % of all permanent jobs in the UK 1.29% 2.47% 2.46%
As % of the Processes & Methodologies category 1.71% 2.66% 2.85%
Number of salaries quoted 582 516 1,304
10th Percentile £45,000 £44,590 £42,261
25th Percentile £56,326 £53,750 £48,750
Median annual salary (50th Percentile) £71,275 £70,000 £67,500
Median % change year-on-year +1.82% +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 £63,750 £63,652 £57,500
% change year-on-year +0.15% +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 64,523 38,250 80,347
As % of all permanent jobs advertised in the UK 75.56% 92.93% 86.07%
Number of salaries quoted 39,734 22,522 59,066
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.54%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,000 £50,000
% change year-on-year -5.66% +6.00% -8.26%

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 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 15 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 -30 1,027 £72,500 +0.71% 542
London +8 535 £80,939 -1.89% 267
UK excluding London -72 489 £63,750 +0.15% 399
Work from Home -26 339 £66,720 +4.25% 215
South East -41 150 £65,000 +8.33% 149
North of England -47 113 £66,720 +4.82% 97
South West -57 91 £60,000 -14.29% 59
North West +13 82 £70,932 +11.05% 56
Midlands -36 78 £58,750 +2.17% 44
West Midlands -29 40 £60,000 +33.33% 17
East Midlands -34 38 £53,945 -28.07% 27
East of England -14 36 £86,725 +35.51% 28
Yorkshire -77 27 £62,500 -1.81% 29
Scotland -59 12 £95,000 +68.89% 15
Wales -24 6 £39,511 -50.61% 10
North East -30 4 £64,610 +3.38% 13
Northern Ireland -41 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 83 (7.52%) Apache Spark
2 74 (6.70%) Apache Airflow
3 23 (2.08%) SharePoint
4 22 (1.99%) ArcGIS
5 20 (1.81%) Apache
6 10 (0.91%) Jupyter
7 6 (0.54%) SAS
8 5 (0.45%) Confluence
8 5 (0.45%) GeoServer
8 5 (0.45%) 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 49 (4.44%) Microsoft Excel
2 6 (0.54%) Chatbot
3 4 (0.36%) Microsoft Project
4 3 (0.27%) Spreadsheet
5 2 (0.18%) Microsoft PowerPoint
6 1 (0.091%) Trello
Business Applications
1 6 (0.54%) 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
1 333 (30.16%) AWS
2 313 (28.35%) Azure
3 208 (18.84%) GCP
4 156 (14.13%) Power Platform
5 91 (8.24%) Snowflake
6 60 (5.43%) dbt
7 47 (4.26%) Azure Machine Learning
8 46 (4.17%) Azure Synapse Analytics
9 37 (3.35%) Amazon SageMaker
10 36 (3.26%) Azure AI
11 34 (3.08%) Azure Data Factory
12 33 (2.99%) Vertex AI
13 27 (2.45%) Azure DevOps
14 23 (2.08%) SaaS
15 20 (1.81%) Serverless
16 19 (1.72%) Dagster
16 19 (1.72%) GitHub
16 19 (1.72%) Microsoft 365
17 18 (1.63%) Amazon S3
18 17 (1.54%) PowerApps
Communications & Networking
1 81 (7.34%) 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%) Bluetooth
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
Database & Business Intelligence
1 151 (13.68%) Power BI
2 137 (12.41%) Data Warehouse
3 114 (10.33%) Tableau
4 94 (8.51%) Data Lake
5 72 (6.52%) BigQuery
6 57 (5.16%) Elasticsearch
7 54 (4.89%) Amazon Redshift
8 50 (4.53%) NoSQL
9 49 (4.44%) Looker
10 38 (3.44%) Metadata
11 36 (3.26%) GIS
11 36 (3.26%) MongoDB
11 36 (3.26%) PostgreSQL
12 35 (3.17%) Big Data
13 27 (2.45%) QGIS
14 25 (2.26%) Snowflake Schema
14 25 (2.26%) SQL Server
15 23 (2.08%) Hadoop
15 23 (2.08%) MySQL
16 22 (1.99%) Relational Database
Development Applications
1 77 (6.97%) Git
2 57 (5.16%) MLflow
3 14 (1.27%) GitLab
4 11 (1.00%) JIRA
5 7 (0.63%) Jenkins
6 3 (0.27%) Selenium
7 1 (0.091%) Bitbucket
7 1 (0.091%) Burp Suite
7 1 (0.091%) ER Studio
7 1 (0.091%) ERwin
7 1 (0.091%) Metasploit
7 1 (0.091%) PowerDesigner
7 1 (0.091%) TeamCity
7 1 (0.091%) Visual Studio Code
General
1 258 (23.37%) Finance
2 249 (22.55%) Social Skills
3 239 (21.65%) Analytical Skills
4 95 (8.61%) Inclusion and Diversity
5 83 (7.52%) Marketing
6 72 (6.52%) Banking
7 63 (5.71%) Retail
8 52 (4.71%) Pharmaceutical
9 49 (4.44%) Public Sector
10 40 (3.62%) Law
11 28 (2.54%) Financial Institution
12 22 (1.99%) Legal
12 22 (1.99%) Manufacturing
13 16 (1.45%) Advertising
14 15 (1.36%) Organisational Skills
15 13 (1.18%) Influencing Skills
15 13 (1.18%) Telecoms
16 11 (1.00%) Agriculture
16 11 (1.00%) Documentation Skills
17 8 (0.72%) Investment Banking
Job Titles
1 297 (26.90%) Data Scientist
2 254 (23.01%) Senior
3 161 (14.58%) Data Engineer
4 140 (12.68%) Lead
5 139 (12.59%) Senior Data Scientist
6 77 (6.97%) Consultant
7 75 (6.79%) Analyst
8 70 (6.34%) Software Engineer
9 56 (5.07%) Data Analyst
10 55 (4.98%) Developer
11 47 (4.26%) Senior Data Engineer
12 33 (2.99%) Artificial Intelligence Consultant
12 33 (2.99%) Lead Data Scientist
13 31 (2.81%) Data Consultant
13 31 (2.81%) Systems Engineer
14 30 (2.72%) Scala Engineer
15 28 (2.54%) Architect
16 27 (2.45%) Product Specialist
17 26 (2.36%) Python Engineer
18 24 (2.17%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 133 (12.05%) PyTorch
2 96 (8.70%) TensorFlow
3 68 (6.16%) scikit-learn
4 51 (4.62%) LangChain
5 47 (4.26%) gRPC
6 46 (4.17%) Kafka
7 38 (3.44%) React
8 35 (3.17%) PySpark
9 30 (2.72%) Pandas
10 26 (2.36%) LlamaIndex
11 24 (2.17%) pgvector
12 22 (1.99%) Django
13 21 (1.90%) HTML
14 20 (1.81%) RESTful
15 17 (1.54%) CSS
15 17 (1.54%) FastAPI
16 16 (1.45%) REST
17 13 (1.18%) Node.js
17 13 (1.18%) Vue
18 12 (1.09%) XGBoost
Miscellaneous
1 91 (8.24%) Algorithms
2 76 (6.88%) Life Science
3 71 (6.43%) Distributed Systems
4 59 (5.34%) Video\Live Streaming
5 50 (4.53%) Over-the-Top Content
6 48 (4.35%) Cloud Native
7 45 (4.08%) Product Ownership
8 30 (2.72%) Management Information System
9 27 (2.45%) Data Structures
10 26 (2.36%) AI Agents
10 26 (2.36%) Public Cloud
11 25 (2.26%) Clustering
12 24 (2.17%) Social Media
13 22 (1.99%) Self-Motivation
14 21 (1.90%) Greenfield Project
14 21 (1.90%) Pharmacovigilance
15 20 (1.81%) Onboarding
16 15 (1.36%) Enterprise Software
17 12 (1.09%) Low-Code
18 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
1 555 (50.27%) AI
2 533 (48.28%) Machine Learning
3 508 (46.01%) Analytics
4 255 (23.10%) Problem-Solving
5 227 (20.56%) Data Engineering
6 223 (20.20%) Decision-Making
7 220 (19.93%) Agile
8 210 (19.02%) Business Intelligence
9 197 (17.84%) CI/CD
10 196 (17.75%) Computer Science
11 184 (16.67%) Data Pipeline
12 173 (15.67%) Data Modelling
13 157 (14.22%) Use Case
14 153 (13.86%) Visualisation
15 150 (13.59%) Software Engineering
16 148 (13.41%) ETL
17 145 (13.13%) Mentoring
18 144 (13.04%) Generative AI
19 140 (12.68%) Data Analysis
20 131 (11.87%) MLOps
Programming Languages
1 599 (54.26%) Python
2 316 (28.62%) SQL
3 95 (8.61%) Scala
4 75 (6.79%) Java
5 71 (6.43%) R
6 63 (5.71%) Go
7 32 (2.90%) JavaScript
8 20 (1.81%) VBA
9 19 (1.72%) C++
10 13 (1.18%) TypeScript
11 12 (1.09%) Bash
11 12 (1.09%) C#
12 8 (0.72%) PHP
12 8 (0.72%) Rust
12 8 (0.72%) T-SQL
13 6 (0.54%) Data Analysis Expressions
13 6 (0.54%) Julia
14 5 (0.45%) ANSI SQL
14 5 (0.45%) Bicep
15 4 (0.36%) C
Qualifications
1 335 (30.34%) Degree
2 116 (10.51%) Security Cleared
3 113 (10.24%) Master's Degree
4 78 (7.07%) Computer Science Degree
5 59 (5.34%) SC Cleared
6 51 (4.62%) PhD
7 48 (4.35%) DV Cleared
8 26 (2.36%) DBS Check
9 24 (2.17%) Numerate Degree
10 18 (1.63%) MBA
11 14 (1.27%) Azure Certification
12 12 (1.09%) APMP
13 8 (0.72%) Microsoft Certification
14 7 (0.63%) Postgraduate
15 5 (0.45%) BPSS Clearance
16 3 (0.27%) AWS Certification
17 2 (0.18%) PMI Certification
18 1 (0.091%) ACCA
18 1 (0.091%) CIMA
18 1 (0.091%) PMP
Quality Assurance & Compliance
1 154 (13.95%) Data Quality
2 70 (6.34%) GDPR
3 51 (4.62%) Accessibility
4 30 (2.72%) QA
5 26 (2.36%) California Consumer Privacy Act
6 21 (1.90%) EU AI Act
6 21 (1.90%) HIPAA
6 21 (1.90%) PSD2
6 21 (1.90%) Solvency II
7 17 (1.54%) GxP
8 10 (0.91%) Actionable Recommendations
9 3 (0.27%) PERC
10 2 (0.18%) 21 CFR Part 11
11 1 (0.091%) FINRA
11 1 (0.091%) GMP
11 1 (0.091%) GRC
11 1 (0.091%) ISO 13485
11 1 (0.091%) ISO/IEC 27001
11 1 (0.091%) NCSC
11 1 (0.091%) NIST
System Software
1 112 (10.14%) Docker
2 4 (0.36%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.091%) IAG
4 1 (0.091%) Virtual Desktop
Systems Management
1 65 (5.89%) Kubernetes
2 46 (4.17%) Terraform
3 7 (0.63%) Kubeflow
4 4 (0.36%) Ansible
5 3 (0.27%) Argo
6 1 (0.091%) Nagios
6 1 (0.091%) Nessus
6 1 (0.091%) Nmap
Vendors
1 158 (14.31%) Databricks
2 80 (7.25%) Google
3 77 (6.97%) Microsoft
4 49 (4.44%) Dell
5 45 (4.08%) Typelevel
6 32 (2.90%) Informatica
7 24 (2.17%) Denodo
7 24 (2.17%) Teradata
8 23 (2.08%) Cloudera
8 23 (2.08%) OpenAI
9 21 (1.90%) Salesforce
10 20 (1.81%) Alteryx
10 20 (1.81%) Bloomberg
10 20 (1.81%) Cisco
11 18 (1.63%) Oracle
12 14 (1.27%) Palantir
13 8 (0.72%) Foundry
14 7 (0.63%) SAP
14 7 (0.63%) ServiceNow
14 7 (0.63%) Talend