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

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 160 124 113
Rank change year-on-year -36 -11 -42
Permanent jobs citing Data Science 1,102 1,012 2,277
As % of all permanent jobs in the UK 1.33% 2.48% 2.47%
As % of the Processes & Methodologies category 1.75% 2.66% 2.87%
Number of salaries quoted 577 517 1,307
10th Percentile £45,000 £44,590 £42,250
25th Percentile £56,250 £53,750 £47,750
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 £93,750 £88,750
90th Percentile £100,500 £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 63,076 38,012 79,454
As % of all permanent jobs advertised in the UK 76.08% 92.99% 86.12%
Number of salaries quoted 38,955 22,518 58,781
10th Percentile £30,000 £31,250 £29,035
25th Percentile £40,000 £42,750 £40,000
Median annual salary (50th Percentile) £57,000 £60,000 £55,000
Median % change year-on-year -5.00% +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 £54,000 £50,000
% change year-on-year -7.41% +8.00% -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 9 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 9 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 -25 1,026 £72,500 +3.57% 737
London +17 538 £80,939 +1.17% 384
UK excluding London -73 486 £62,500 -1.81% 486
Work from Home -19 341 £66,720 +4.25% 272
South East -29 153 £65,000 +8.33% 166
North of England -58 112 £65,000 +2.12% 119
South West -45 86 £60,000 -14.29% 69
North West +3 80 £70,000 +9.59% 63
Midlands -37 77 £55,000 -4.35% 65
West Midlands -30 40 £60,000 +33.33% 27
East Midlands -42 37 £45,195 -38.72% 38
East of England -18 36 £86,725 +35.51% 34
Yorkshire -77 28 £60,000 -5.74% 37
Scotland -51 13 £90,000 +60.00% 21
Wales -27 6 £39,511 -50.61% 15
North East -33 4 £64,610 +3.38% 21
Northern Ireland -40 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 85 (7.71%) Apache Spark
2 75 (6.81%) Apache Airflow
3 23 (2.09%) SharePoint
4 22 (2.00%) ArcGIS
5 21 (1.91%) 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 50 (4.54%) 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
1 337 (30.58%) AWS
2 318 (28.86%) Azure
3 210 (19.06%) GCP
4 161 (14.61%) Power Platform
5 91 (8.26%) Snowflake
6 59 (5.35%) dbt
7 46 (4.17%) Azure Machine Learning
7 46 (4.17%) Azure Synapse Analytics
8 37 (3.36%) Amazon SageMaker
9 36 (3.27%) Azure AI
10 34 (3.09%) Azure Data Factory
11 33 (2.99%) Vertex AI
12 27 (2.45%) Azure DevOps
13 22 (2.00%) SaaS
14 21 (1.91%) GitHub
15 20 (1.81%) Serverless
16 19 (1.72%) Dagster
16 19 (1.72%) Microsoft 365
17 18 (1.63%) Amazon S3
18 17 (1.54%) PowerApps
Communications & Networking
1 82 (7.44%) 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
1 155 (14.07%) Power BI
2 138 (12.52%) Data Warehouse
3 118 (10.71%) Tableau
4 97 (8.80%) Data Lake
5 72 (6.53%) BigQuery
6 57 (5.17%) Elasticsearch
7 54 (4.90%) Amazon Redshift
8 52 (4.72%) NoSQL
9 48 (4.36%) Looker
10 39 (3.54%) Metadata
11 37 (3.36%) GIS
11 37 (3.36%) MongoDB
11 37 (3.36%) PostgreSQL
12 36 (3.27%) Big Data
13 27 (2.45%) QGIS
14 26 (2.36%) SQL Server
15 25 (2.27%) Snowflake Schema
16 23 (2.09%) Delta Lake
16 23 (2.09%) Hadoop
17 22 (2.00%) Relational Database
Development Applications
1 79 (7.17%) Git
2 58 (5.26%) MLflow
3 15 (1.36%) GitLab
4 11 (1.00%) JIRA
5 7 (0.64%) Jenkins
6 3 (0.27%) Selenium
7 2 (0.18%) Burp Suite
8 1 (0.091%) Bitbucket
8 1 (0.091%) ER Studio
8 1 (0.091%) ERwin
8 1 (0.091%) Metasploit
8 1 (0.091%) PowerDesigner
8 1 (0.091%) TeamCity
8 1 (0.091%) Visual Studio Code
General
1 270 (24.50%) Finance
2 255 (23.14%) Social Skills
3 243 (22.05%) Analytical Skills
4 98 (8.89%) Inclusion and Diversity
5 85 (7.71%) Marketing
6 77 (6.99%) Banking
7 64 (5.81%) Retail
8 56 (5.08%) Pharmaceutical
9 50 (4.54%) Public Sector
10 39 (3.54%) Law
11 32 (2.90%) Financial Institution
12 23 (2.09%) Legal
12 23 (2.09%) 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 (0.73%) Investment Banking
Job Titles
1 284 (25.77%) Data Scientist
2 247 (22.41%) Senior
3 163 (14.79%) Data Engineer
4 142 (12.89%) Lead
5 129 (11.71%) Senior Data Scientist
6 80 (7.26%) Analyst
7 77 (6.99%) Consultant
8 68 (6.17%) Software Engineer
9 61 (5.54%) Data Analyst
10 57 (5.17%) Developer
11 48 (4.36%) Senior Data Engineer
12 33 (2.99%) Artificial Intelligence Consultant
13 32 (2.90%) Lead Data Scientist
14 31 (2.81%) Data Consultant
14 31 (2.81%) Systems Engineer
15 30 (2.72%) Scala Engineer
16 28 (2.54%) Architect
16 28 (2.54%) Python Engineer
17 26 (2.36%) Product Specialist
18 25 (2.27%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 135 (12.25%) PyTorch
2 99 (8.98%) TensorFlow
3 69 (6.26%) scikit-learn
4 52 (4.72%) LangChain
5 48 (4.36%) Kafka
6 47 (4.26%) gRPC
7 38 (3.45%) React
8 35 (3.18%) PySpark
9 30 (2.72%) Pandas
10 26 (2.36%) LlamaIndex
11 24 (2.18%) pgvector
12 23 (2.09%) Django
13 22 (2.00%) RESTful
14 21 (1.91%) HTML
15 18 (1.63%) FastAPI
16 17 (1.54%) CSS
17 15 (1.36%) REST
18 13 (1.18%) .NET
18 13 (1.18%) Node.js
19 12 (1.09%) NumPy
Miscellaneous
1 92 (8.35%) Algorithms
2 80 (7.26%) Life Science
3 71 (6.44%) Distributed Systems
4 59 (5.35%) Video\Live Streaming
5 50 (4.54%) Over-the-Top Content
6 49 (4.45%) 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
10 26 (2.36%) Self-Motivation
11 25 (2.27%) Clustering
12 24 (2.18%) Social Media
13 21 (1.91%) Greenfield Project
13 21 (1.91%) Pharmacovigilance
14 20 (1.81%) Onboarding
15 14 (1.27%) Enterprise Software
16 12 (1.09%) 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
1 560 (50.82%) AI
2 538 (48.82%) Machine Learning
3 522 (47.37%) Analytics
4 262 (23.77%) Problem-Solving
5 230 (20.87%) Data Engineering
6 228 (20.69%) Decision-Making
7 224 (20.33%) Agile
8 217 (19.69%) Business Intelligence
9 204 (18.51%) Computer Science
10 202 (18.33%) CI/CD
11 187 (16.97%) Data Pipeline
12 176 (15.97%) Data Modelling
13 161 (14.61%) Use Case
14 156 (14.16%) Visualisation
15 151 (13.70%) ETL
16 149 (13.52%) Generative AI
17 147 (13.34%) Mentoring
18 146 (13.25%) Software Engineering
19 145 (13.16%) Data Analysis
20 134 (12.16%) Mathematics
Programming Languages
1 609 (55.26%) Python
2 321 (29.13%) SQL
3 95 (8.62%) Scala
4 74 (6.72%) Java
5 73 (6.62%) R
6 62 (5.63%) Go
7 33 (2.99%) JavaScript
8 20 (1.81%) VBA
9 16 (1.45%) C++
10 13 (1.18%) C#
10 13 (1.18%) TypeScript
11 12 (1.09%) Bash
12 8 (0.73%) T-SQL
13 7 (0.64%) PHP
13 7 (0.64%) Rust
14 6 (0.54%) Data Analysis Expressions
14 6 (0.54%) Julia
15 5 (0.45%) ANSI SQL
15 5 (0.45%) Bicep
16 4 (0.36%) PowerShell
Qualifications
1 349 (31.67%) Degree
2 117 (10.62%) Master's Degree
3 113 (10.25%) Security Cleared
4 82 (7.44%) Computer Science Degree
5 59 (5.35%) SC Cleared
6 55 (4.99%) PhD
7 46 (4.17%) DV Cleared
8 29 (2.63%) Numerate Degree
9 27 (2.45%) DBS Check
10 18 (1.63%) MBA
11 14 (1.27%) Azure Certification
12 12 (1.09%) APMP
13 8 (0.73%) Microsoft Certification
14 7 (0.64%) 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%) CFA
18 1 (0.091%) CIMA
Quality Assurance & Compliance
1 160 (14.52%) Data Quality
2 71 (6.44%) GDPR
3 52 (4.72%) Accessibility
4 30 (2.72%) QA
5 26 (2.36%) California Consumer Privacy Act
6 21 (1.91%) EU AI Act
6 21 (1.91%) GxP
6 21 (1.91%) HIPAA
6 21 (1.91%) PSD2
6 21 (1.91%) Solvency II
7 10 (0.91%) Actionable Recommendations
8 3 (0.27%) ISO/IEC 27001
8 3 (0.27%) PERC
9 2 (0.18%) 21 CFR Part 11
10 1 (0.091%) CDISC
10 1 (0.091%) Disclosure Scotland
10 1 (0.091%) GMP
10 1 (0.091%) HL7
10 1 (0.091%) ISO 13485
10 1 (0.091%) NCSC
System Software
1 117 (10.62%) Docker
2 3 (0.27%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.091%) IAG
Systems Management
1 69 (6.26%) Kubernetes
2 47 (4.26%) Terraform
3 7 (0.64%) 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
1 161 (14.61%) Databricks
2 80 (7.26%) Google
3 78 (7.08%) Microsoft
4 49 (4.45%) Dell
5 45 (4.08%) Typelevel
6 32 (2.90%) Informatica
7 24 (2.18%) Alteryx
7 24 (2.18%) Bloomberg
7 24 (2.18%) Denodo
7 24 (2.18%) Teradata
8 23 (2.09%) Cloudera
8 23 (2.09%) OpenAI
9 22 (2.00%) Salesforce
10 20 (1.81%) Cisco
11 19 (1.72%) Oracle
12 14 (1.27%) Palantir
13 8 (0.73%) Foundry
14 7 (0.64%) SAP
14 7 (0.64%) Talend
15 6 (0.54%) ServiceNow