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

6 months to
11 Apr 2026
Same period 2025 Same period 2024
Rank 161 121 115
Rank change year-on-year -40 -6 -43
Permanent jobs citing Data Science 1,105 1,019 2,275
As % of all permanent jobs in the UK 1.32% 2.48% 2.46%
As % of the Processes & Methodologies category 1.74% 2.67% 2.86%
Number of salaries quoted 582 513 1,298
10th Percentile £45,000 £44,672 £42,250
25th Percentile £56,250 £53,750 £48,419
Median annual salary (50th Percentile) £71,025 £70,000 £67,500
Median % change year-on-year +1.46% +3.70% -6.90%
75th Percentile £90,000 £95,000 £88,750
90th Percentile £101,125 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,076 £57,500
% change year-on-year -0.91% +9.70% -8.00%

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 63,474 38,128 79,557
As % of all permanent jobs advertised in the UK 75.94% 92.95% 86.09%
Number of salaries quoted 39,284 22,513 58,929
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% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,688 £50,000
% change year-on-year -6.87% +7.38% -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 11 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 11 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 -35 1,028 £72,500 +0.71% 737
London +11 537 £80,939 -1.89% 384
UK excluding London -72 489 £62,500 -0.91% 486
Work from Home -18 343 £66,720 +4.25% 272
South East -39 154 £65,000 +8.33% 166
North of England -41 111 £65,860 +3.47% 119
South West -54 89 £60,000 -14.29% 69
North West +5 79 £70,000 +9.59% 63
Midlands -40 77 £55,000 -2.22% 65
West Midlands -24 40 £60,000 +33.33% 27
East Midlands -38 37 £45,195 -39.74% 38
East of England -23 36 £86,725 +35.51% 34
Yorkshire -70 28 £61,250 -3.77% 37
Scotland -56 13 £90,000 +60.00% 21
Wales -29 6 £39,511 -50.61% 15
North East -28 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 (7.60%) Apache Spark
2 75 (6.79%) Apache Airflow
3 23 (2.08%) SharePoint
4 22 (1.99%) ArcGIS
5 21 (1.90%) Apache
6 10 (0.90%) 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 (0.090%) Palantir Foundry
10 1 (0.090%) WordPress
Applications
1 50 (4.52%) 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 (0.090%) Trello
Business Applications
1 6 (0.54%) Salesforce CRM
2 2 (0.18%) Oracle EBS
3 1 (0.090%) Dynamics CRM
3 1 (0.090%) FIS Private Capital Suite
3 1 (0.090%) NetSuite
3 1 (0.090%) Odoo
3 1 (0.090%) SAP PLM
3 1 (0.090%) Teamcenter
Cloud Services
1 338 (30.59%) AWS
2 316 (28.60%) Azure
3 210 (19.00%) GCP
4 160 (14.48%) Power Platform
5 91 (8.24%) Snowflake
6 59 (5.34%) dbt
7 46 (4.16%) Azure Machine Learning
7 46 (4.16%) Azure Synapse Analytics
8 37 (3.35%) Amazon SageMaker
9 36 (3.26%) Azure AI
10 34 (3.08%) Azure Data Factory
11 33 (2.99%) Vertex AI
12 27 (2.44%) Azure DevOps
13 21 (1.90%) SaaS
14 20 (1.81%) GitHub
14 20 (1.81%) Serverless
15 19 (1.72%) Dagster
15 19 (1.72%) Microsoft 365
16 18 (1.63%) Amazon S3
17 17 (1.54%) PowerApps
Communications & Networking
1 81 (7.33%) 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 (0.090%) Bluetooth
5 1 (0.090%) Firewall
5 1 (0.090%) LTE
5 1 (0.090%) Modbus
5 1 (0.090%) Network Security
5 1 (0.090%) TCAP
Database & Business Intelligence
1 154 (13.94%) Power BI
2 137 (12.40%) Data Warehouse
3 116 (10.50%) Tableau
4 96 (8.69%) Data Lake
5 72 (6.52%) BigQuery
6 57 (5.16%) Elasticsearch
7 54 (4.89%) Amazon Redshift
8 51 (4.62%) NoSQL
9 48 (4.34%) Looker
10 39 (3.53%) Metadata
11 37 (3.35%) GIS
11 37 (3.35%) MongoDB
11 37 (3.35%) PostgreSQL
12 35 (3.17%) Big Data
13 27 (2.44%) QGIS
14 26 (2.35%) SQL Server
15 25 (2.26%) Snowflake Schema
16 23 (2.08%) Delta Lake
16 23 (2.08%) Hadoop
16 23 (2.08%) MySQL
Development Applications
1 79 (7.15%) Git
2 57 (5.16%) MLflow
3 15 (1.36%) GitLab
4 11 (1.00%) JIRA
5 7 (0.63%) Jenkins
6 3 (0.27%) Selenium
7 2 (0.18%) Burp Suite
8 1 (0.090%) Bitbucket
8 1 (0.090%) ER Studio
8 1 (0.090%) ERwin
8 1 (0.090%) Metasploit
8 1 (0.090%) PowerDesigner
8 1 (0.090%) TeamCity
8 1 (0.090%) Visual Studio Code
General
1 266 (24.07%) Finance
2 253 (22.90%) Social Skills
3 242 (21.90%) Analytical Skills
4 97 (8.78%) Inclusion and Diversity
5 84 (7.60%) Marketing
6 75 (6.79%) Banking
7 64 (5.79%) Retail
8 55 (4.98%) Pharmaceutical
9 50 (4.52%) Public Sector
10 40 (3.62%) Law
11 30 (2.71%) Financial Institution
12 23 (2.08%) Legal
13 22 (1.99%) Manufacturing
14 16 (1.45%) Advertising
15 15 (1.36%) Organisational Skills
16 13 (1.18%) Influencing Skills
16 13 (1.18%) Telecoms
17 11 (1.00%) Agriculture
17 11 (1.00%) Documentation Skills
18 8 (0.72%) Investment Banking
Job Titles
1 287 (25.97%) Data Scientist
2 248 (22.44%) Senior
3 162 (14.66%) Data Engineer
4 144 (13.03%) Lead
5 131 (11.86%) Senior Data Scientist
6 78 (7.06%) Analyst
7 77 (6.97%) Consultant
8 70 (6.33%) Software Engineer
9 59 (5.34%) Data Analyst
10 57 (5.16%) Developer
11 47 (4.25%) 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 (2.71%) Scala Engineer
15 28 (2.53%) Architect
15 28 (2.53%) Python Engineer
16 26 (2.35%) Product Specialist
17 24 (2.17%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 134 (12.13%) PyTorch
2 97 (8.78%) TensorFlow
3 68 (6.15%) scikit-learn
4 51 (4.62%) LangChain
5 47 (4.25%) gRPC
5 47 (4.25%) Kafka
6 38 (3.44%) React
7 35 (3.17%) PySpark
8 30 (2.71%) Pandas
9 26 (2.35%) LlamaIndex
10 24 (2.17%) pgvector
11 23 (2.08%) Django
12 21 (1.90%) HTML
12 21 (1.90%) RESTful
13 18 (1.63%) FastAPI
14 17 (1.54%) CSS
15 15 (1.36%) REST
16 13 (1.18%) Node.js
16 13 (1.18%) Vue
17 12 (1.09%) Flask
Miscellaneous
1 93 (8.42%) Algorithms
2 79 (7.15%) Life Science
3 71 (6.43%) Distributed Systems
4 59 (5.34%) Video\Live Streaming
5 50 (4.52%) Over-the-Top Content
6 49 (4.43%) Cloud Native
7 45 (4.07%) Product Ownership
8 30 (2.71%) Management Information System
9 27 (2.44%) Data Structures
10 26 (2.35%) AI Agents
10 26 (2.35%) Public Cloud
11 25 (2.26%) Clustering
12 24 (2.17%) Self-Motivation
12 24 (2.17%) Social Media
13 21 (1.90%) Greenfield Project
13 21 (1.90%) Pharmacovigilance
14 20 (1.81%) Onboarding
15 15 (1.36%) Enterprise Software
16 12 (1.09%) Low-Code
17 11 (1.00%) Hackathon
Operating Systems
1 9 (0.81%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.090%) Android
4 1 (0.090%) Kali Linux
4 1 (0.090%) Ubuntu
Processes & Methodologies
1 560 (50.68%) AI
2 535 (48.42%) Machine Learning
3 518 (46.88%) Analytics
4 258 (23.35%) Problem-Solving
5 229 (20.72%) Data Engineering
6 228 (20.63%) Decision-Making
7 223 (20.18%) Agile
8 214 (19.37%) Business Intelligence
9 202 (18.28%) CI/CD
9 202 (18.28%) Computer Science
10 185 (16.74%) Data Pipeline
11 174 (15.75%) Data Modelling
12 160 (14.48%) Use Case
13 156 (14.12%) Visualisation
14 150 (13.57%) ETL
14 150 (13.57%) Software Engineering
15 147 (13.30%) Generative AI
15 147 (13.30%) Mentoring
16 143 (12.94%) Data Analysis
17 131 (11.86%) Mathematics
Programming Languages
1 605 (54.75%) Python
2 318 (28.78%) SQL
3 95 (8.60%) Scala
4 74 (6.70%) Java
5 72 (6.52%) R
6 63 (5.70%) Go
7 33 (2.99%) 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
1 345 (31.22%) Degree
2 116 (10.50%) Master's Degree
3 115 (10.41%) Security Cleared
4 81 (7.33%) Computer Science Degree
5 59 (5.34%) SC Cleared
6 54 (4.89%) PhD
7 47 (4.25%) DV Cleared
8 27 (2.44%) Numerate Degree
9 26 (2.35%) DBS Check
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 (0.090%) ACCA
18 1 (0.090%) CIMA
18 1 (0.090%) PMP
Quality Assurance & Compliance
1 157 (14.21%) Data Quality
2 71 (6.43%) GDPR
3 52 (4.71%) Accessibility
4 30 (2.71%) QA
5 26 (2.35%) 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 20 (1.81%) GxP
8 10 (0.90%) Actionable Recommendations
9 3 (0.27%) PERC
10 2 (0.18%) 21 CFR Part 11
10 2 (0.18%) ISO/IEC 27001
11 1 (0.090%) CDISC
11 1 (0.090%) FINRA
11 1 (0.090%) GMP
11 1 (0.090%) HL7
11 1 (0.090%) ISO 13485
11 1 (0.090%) NCSC
System Software
1 116 (10.50%) Docker
2 4 (0.36%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.090%) IAG
4 1 (0.090%) Virtual Desktop
Systems Management
1 68 (6.15%) Kubernetes
2 47 (4.25%) Terraform
3 7 (0.63%) Kubeflow
4 4 (0.36%) Ansible
5 3 (0.27%) Argo
6 1 (0.090%) Nagios
6 1 (0.090%) Nessus
6 1 (0.090%) Nmap
Vendors
1 159 (14.39%) Databricks
2 80 (7.24%) Google
3 78 (7.06%) Microsoft
4 49 (4.43%) Dell
5 45 (4.07%) 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 22 (1.99%) Alteryx
9 22 (1.99%) Bloomberg
9 22 (1.99%) Salesforce
10 20 (1.81%) Cisco
11 19 (1.72%) 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