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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 164 123 115
Rank change year-on-year -41 -8 -48
Permanent jobs citing Data Science 1,109 1,026 2,304
As % of all permanent jobs in the UK 1.29% 2.47% 2.45%
As % of the Processes & Methodologies category 1.71% 2.66% 2.85%
Number of salaries quoted 584 522 1,314
10th Percentile £45,000 £44,590 £42,250
25th Percentile £55,938 £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 £65,000 £63,764 £57,500
% change year-on-year +1.94% +10.89% -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 64,759 38,558 80,920
As % of all permanent jobs advertised in the UK 75.53% 92.98% 86.03%
Number of salaries quoted 39,875 22,521 59,469
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 £52,600 £50,000
% change year-on-year -4.94% +5.20% -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 16 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 16 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 -29 1,032 £72,500 +2.12% 641
London +7 538 £80,939 -1.89% 342
UK excluding London -65 489 £65,000 +1.94% 410
Work from Home -30 342 £66,720 +4.25% 268
South East -42 149 £65,000 +8.33% 143
North of England -35 114 £66,720 +5.78% 102
South West -58 92 £60,000 -14.29% 58
North West +11 83 £70,932 +11.05% 63
Midlands -38 78 £55,000 -4.76% 55
West Midlands -25 39 £55,000 +22.22% 24
East Midlands -37 39 £53,945 -28.07% 31
East of England -20 36 £86,725 +35.51% 27
Yorkshire -68 27 £62,500 -1.81% 29
Scotland -58 12 £95,000 +68.89% 16
Wales -28 5 £39,511 -50.61% 11
North East -33 4 £64,610 +3.38% 11
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 85 (7.66%) Apache Spark
2 74 (6.67%) Apache Airflow
3 23 (2.07%) SharePoint
4 22 (1.98%) ArcGIS
5 21 (1.89%) 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 45 (4.06%) 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
1 334 (30.12%) AWS
2 314 (28.31%) Azure
3 208 (18.76%) GCP
4 155 (13.98%) Power Platform
5 89 (8.03%) Snowflake
6 61 (5.50%) dbt
7 47 (4.24%) Azure Machine Learning
7 47 (4.24%) Azure Synapse Analytics
8 37 (3.34%) Amazon SageMaker
9 36 (3.25%) Azure AI
10 35 (3.16%) Azure Data Factory
11 33 (2.98%) Vertex AI
12 27 (2.43%) Azure DevOps
13 24 (2.16%) SaaS
14 20 (1.80%) Serverless
15 19 (1.71%) Amazon S3
15 19 (1.71%) Dagster
15 19 (1.71%) GitHub
16 18 (1.62%) Microsoft 365
17 16 (1.44%) PowerApps
Communications & Networking
1 81 (7.30%) Broadband
2 11 (0.99%) 4G
2 11 (0.99%) BGP
2 11 (0.99%) Cisco IOS
2 11 (0.99%) Ethernet VPN
2 11 (0.99%) IOS XR
2 11 (0.99%) MPLS
3 4 (0.36%) HTTP
4 3 (0.27%) Firewall
4 3 (0.27%) Internet
4 3 (0.27%) Software-Defined Radio
4 3 (0.27%) TCP/IP
5 2 (0.18%) Kerberos
5 2 (0.18%) MQTT
5 2 (0.18%) Tactical Data Link
6 1 (0.090%) Bluetooth
6 1 (0.090%) Intrusion Detection
6 1 (0.090%) VLAN
6 1 (0.090%) Wi-Fi
6 1 (0.090%) Wireless
Database & Business Intelligence
1 149 (13.44%) Power BI
2 138 (12.44%) Data Warehouse
3 109 (9.83%) Tableau
4 94 (8.48%) Data Lake
5 71 (6.40%) BigQuery
6 57 (5.14%) Elasticsearch
7 56 (5.05%) Amazon Redshift
8 50 (4.51%) Looker
8 50 (4.51%) NoSQL
9 38 (3.43%) Metadata
10 36 (3.25%) Big Data
10 36 (3.25%) GIS
10 36 (3.25%) MongoDB
10 36 (3.25%) PostgreSQL
11 27 (2.43%) QGIS
12 25 (2.25%) Snowflake Schema
12 25 (2.25%) SQL Server
13 23 (2.07%) Delta Lake
13 23 (2.07%) Hadoop
13 23 (2.07%) MySQL
Development Applications
1 77 (6.94%) Git
2 58 (5.23%) MLflow
3 14 (1.26%) GitLab
4 11 (0.99%) JIRA
5 7 (0.63%) Jenkins
6 4 (0.36%) Selenium
7 1 (0.090%) Bitbucket
7 1 (0.090%) Burp Suite
7 1 (0.090%) Metasploit
7 1 (0.090%) TeamCity
7 1 (0.090%) Visual Studio Code
General
1 256 (23.08%) Finance
2 250 (22.54%) Social Skills
3 238 (21.46%) Analytical Skills
4 97 (8.75%) Inclusion and Diversity
5 83 (7.48%) Marketing
6 70 (6.31%) Banking
7 62 (5.59%) Retail
8 52 (4.69%) Pharmaceutical
9 49 (4.42%) Public Sector
10 41 (3.70%) Law
11 28 (2.52%) Financial Institution
12 22 (1.98%) Manufacturing
13 21 (1.89%) Legal
14 18 (1.62%) Advertising
15 15 (1.35%) Organisational Skills
16 14 (1.26%) Influencing Skills
17 13 (1.17%) Telecoms
18 11 (0.99%) Agriculture
18 11 (0.99%) Documentation Skills
19 8 (0.72%) Investment Banking
Job Titles
1 302 (27.23%) Data Scientist
2 255 (22.99%) Senior
3 162 (14.61%) Data Engineer
4 141 (12.71%) Lead
5 140 (12.62%) Senior Data Scientist
6 76 (6.85%) Consultant
7 74 (6.67%) Analyst
8 70 (6.31%) Software Engineer
9 55 (4.96%) Data Analyst
9 55 (4.96%) Developer
10 47 (4.24%) Senior Data Engineer
11 33 (2.98%) Artificial Intelligence Consultant
11 33 (2.98%) Lead Data Scientist
12 31 (2.80%) Data Consultant
12 31 (2.80%) Systems Engineer
13 30 (2.71%) Scala Engineer
14 29 (2.61%) Architect
15 27 (2.43%) Product Specialist
16 26 (2.34%) Python Engineer
17 24 (2.16%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 133 (11.99%) PyTorch
2 96 (8.66%) TensorFlow
3 68 (6.13%) scikit-learn
4 51 (4.60%) LangChain
5 47 (4.24%) gRPC
6 46 (4.15%) Kafka
7 38 (3.43%) React
8 35 (3.16%) PySpark
9 30 (2.71%) Pandas
10 26 (2.34%) LlamaIndex
11 24 (2.16%) pgvector
12 22 (1.98%) Django
12 22 (1.98%) HTML
13 20 (1.80%) RESTful
14 17 (1.53%) CSS
14 17 (1.53%) FastAPI
15 16 (1.44%) REST
16 13 (1.17%) Node.js
16 13 (1.17%) Vue
17 12 (1.08%) XGBoost
Miscellaneous
1 92 (8.30%) Algorithms
2 76 (6.85%) Life Science
3 71 (6.40%) Distributed Systems
4 59 (5.32%) Video\Live Streaming
5 50 (4.51%) Over-the-Top Content
6 48 (4.33%) Cloud Native
7 45 (4.06%) Product Ownership
8 29 (2.61%) Management Information System
9 27 (2.43%) Data Structures
10 26 (2.34%) AI Agents
10 26 (2.34%) Public Cloud
11 25 (2.25%) Clustering
12 24 (2.16%) Social Media
13 21 (1.89%) Greenfield Project
13 21 (1.89%) Pharmacovigilance
13 21 (1.89%) Self-Motivation
14 20 (1.80%) Onboarding
15 15 (1.35%) Enterprise Software
16 13 (1.17%) Low-Code
17 11 (0.99%) 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
1 556 (50.14%) AI
2 536 (48.33%) Machine Learning
3 508 (45.81%) Analytics
4 257 (23.17%) Problem-Solving
5 231 (20.83%) Data Engineering
6 223 (20.11%) Decision-Making
7 220 (19.84%) Agile
8 209 (18.85%) Business Intelligence
9 199 (17.94%) CI/CD
10 194 (17.49%) Computer Science
11 185 (16.68%) Data Pipeline
12 174 (15.69%) Data Modelling
13 159 (14.34%) Use Case
14 153 (13.80%) Software Engineering
15 152 (13.71%) Visualisation
16 149 (13.44%) Mentoring
17 148 (13.35%) ETL
18 142 (12.80%) Generative AI
19 135 (12.17%) Data Analysis
20 133 (11.99%) MLOps
Programming Languages
1 599 (54.01%) Python
2 314 (28.31%) SQL
3 95 (8.57%) Scala
4 75 (6.76%) Java
5 71 (6.40%) R
6 63 (5.68%) Go
7 33 (2.98%) JavaScript
8 20 (1.80%) C++
9 19 (1.71%) VBA
10 13 (1.17%) TypeScript
11 12 (1.08%) Bash
11 12 (1.08%) C#
12 9 (0.81%) Rust
13 8 (0.72%) PHP
13 8 (0.72%) T-SQL
14 6 (0.54%) Bicep
14 6 (0.54%) Data Analysis Expressions
14 6 (0.54%) Julia
15 5 (0.45%) ANSI SQL
15 5 (0.45%) C
Qualifications
1 334 (30.12%) Degree
2 119 (10.73%) Security Cleared
3 112 (10.10%) Master's Degree
4 77 (6.94%) Computer Science Degree
5 58 (5.23%) SC Cleared
6 53 (4.78%) PhD
7 51 (4.60%) DV Cleared
8 27 (2.43%) DBS Check
9 23 (2.07%) Numerate Degree
10 17 (1.53%) MBA
11 13 (1.17%) Azure Certification
12 11 (0.99%) 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%) CISSP
17 2 (0.18%) CompTIA Security+
17 2 (0.18%) GIAC
17 2 (0.18%) SANS
Quality Assurance & Compliance
1 153 (13.80%) Data Quality
2 70 (6.31%) GDPR
3 50 (4.51%) Accessibility
4 30 (2.71%) QA
5 26 (2.34%) California Consumer Privacy Act
6 22 (1.98%) Solvency II
7 21 (1.89%) EU AI Act
7 21 (1.89%) HIPAA
7 21 (1.89%) PSD2
8 17 (1.53%) GxP
9 10 (0.90%) Actionable Recommendations
10 3 (0.27%) PERC
11 2 (0.18%) 21 CFR Part 11
12 1 (0.090%) FINRA
12 1 (0.090%) GMP
12 1 (0.090%) GRC
12 1 (0.090%) IFRS
12 1 (0.090%) IFRS 17
12 1 (0.090%) NCSC
12 1 (0.090%) NIST
System Software
1 113 (10.19%) 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 66 (5.95%) Kubernetes
2 46 (4.15%) Terraform
3 7 (0.63%) Kubeflow
4 4 (0.36%) Ansible
5 3 (0.27%) Argo
6 2 (0.18%) Computer Emergency Response Teams
6 2 (0.18%) Computer Incident Response Team
7 1 (0.090%) Nagios
7 1 (0.090%) Nessus
7 1 (0.090%) Nmap
Vendors
1 158 (14.25%) Databricks
2 80 (7.21%) Google
3 75 (6.76%) Microsoft
4 49 (4.42%) Dell
5 45 (4.06%) Typelevel
6 31 (2.80%) Informatica
7 24 (2.16%) Denodo
7 24 (2.16%) OpenAI
7 24 (2.16%) Teradata
8 23 (2.07%) Cloudera
9 21 (1.89%) Salesforce
10 20 (1.80%) Cisco
11 19 (1.71%) Alteryx
11 19 (1.71%) Bloomberg
12 18 (1.62%) Oracle
13 14 (1.26%) Palantir
14 8 (0.72%) Foundry
15 7 (0.63%) SAP
15 7 (0.63%) ServiceNow
15 7 (0.63%) Talend