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

6 months to
26 May 2026
Same period 2025 Same period 2024
Rank 155 143 119
Rank change year-on-year -12 -24 -40
Permanent jobs citing Data Science 1,210 1,033 2,241
As % of all permanent jobs in the UK 1.30% 2.43% 2.26%
As % of the Processes & Methodologies category 1.77% 2.60% 2.69%
Number of salaries quoted 664 495 1,260
10th Percentile £45,000 £44,590 £41,925
25th Percentile £55,000 £53,125 £47,500
Median annual salary (50th Percentile) £70,000 £71,991 £65,000
Median % change year-on-year -2.77% +10.76% -7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £100,000 £115,000 £114,500
UK excluding London median annual salary £65,000 £63,652 £55,000
% change year-on-year +2.12% +15.73% -14.10%

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 68,523 39,694 83,256
As % of all permanent jobs advertised in the UK 73.83% 93.27% 84.12%
Number of salaries quoted 44,541 20,818 60,168
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,875 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £58,500 £55,000
Median % change year-on-year +2.56% +6.36% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% -9.09%

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 26 May 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 26 May 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 +4 1,126 £70,000 -3.45% 929
UK excluding London -11 567 £65,000 +2.12% 537
London +5 546 £80,000 -3.03% 550
Work from Home +39 414 £66,720 +2.65% 398
North of England +31 159 £70,000 +20.69% 146
South East -26 136 £70,000 +19.15% 155
North West +55 115 £75,000 +30.43% 87
South West -48 113 £60,000 -14.29% 66
Midlands -6 100 £61,250 +6.52% 81
East Midlands +12 61 £65,000 +48.71% 52
East of England -8 44 £86,725 +10.66% 42
West Midlands -46 39 £55,000 -4.35% 29
Yorkshire -47 37 £55,000 -13.59% 39
Scotland -41 9 £75,000 +11.11% 35
North East -39 7 £80,000 +39.74% 21
Wales -34 3 £39,511 -50.61% 15
Northern Ireland -40 3 - - 12

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 91 (7.52%) Apache Spark
2 71 (5.87%) Apache Airflow
3 25 (2.07%) Apache
4 22 (1.82%) ArcGIS
5 17 (1.40%) SharePoint
6 16 (1.32%) SAS
7 13 (1.07%) Jupyter
8 5 (0.41%) Confluence
8 5 (0.41%) GeoServer
8 5 (0.41%) IIS
9 3 (0.25%) Apache Superset
9 3 (0.25%) CMS
10 1 (0.083%) Apache Pulsar
10 1 (0.083%) Palantir Foundry
10 1 (0.083%) WordPress
Applications
1 37 (3.06%) Microsoft Excel
2 8 (0.66%) Chatbot
3 4 (0.33%) Microsoft Project
4 3 (0.25%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
5 2 (0.17%) SPSS
6 1 (0.083%) Microsoft Office
6 1 (0.083%) Trello
Business Applications
1 4 (0.33%) Salesforce CRM
2 1 (0.083%) Dynamics CRM
2 1 (0.083%) FIS Private Capital Suite
2 1 (0.083%) HFM
2 1 (0.083%) Oracle EBS
2 1 (0.083%) Oracle ERP
Cloud Services
1 323 (26.69%) AWS
2 300 (24.79%) Azure
3 208 (17.19%) GCP
4 137 (11.32%) Power Platform
5 84 (6.94%) Snowflake
6 55 (4.55%) dbt
7 48 (3.97%) Azure Synapse Analytics
8 44 (3.64%) Azure Machine Learning
9 39 (3.22%) Azure Data Factory
10 35 (2.89%) SaaS
11 29 (2.40%) Azure DevOps
11 29 (2.40%) Serverless
12 22 (1.82%) Amazon S3
13 21 (1.74%) AWS Lambda
14 17 (1.40%) Dagster
15 16 (1.32%) Amazon SageMaker
15 16 (1.32%) Azure AI
15 16 (1.32%) GitHub
16 15 (1.24%) Vertex AI
17 12 (0.99%) Microsoft 365
Communications & Networking
1 93 (7.69%) Broadband
2 11 (0.91%) 4G
2 11 (0.91%) BGP
2 11 (0.91%) Cisco IOS
2 11 (0.91%) Ethernet VPN
2 11 (0.91%) IOS XR
2 11 (0.91%) MPLS
3 6 (0.50%) 5G
4 5 (0.41%) Internet
4 5 (0.41%) Software-Defined Radio
5 4 (0.33%) HTTP
6 2 (0.17%) Firewall
6 2 (0.17%) MQTT
6 2 (0.17%) Tactical Data Link
6 2 (0.17%) TCP/IP
7 1 (0.083%) Kerberos
7 1 (0.083%) LTE
7 1 (0.083%) TCAP
7 1 (0.083%) Wi-Fi
7 1 (0.083%) Wireless
Database & Business Intelligence
1 133 (10.99%) Data Warehouse
2 131 (10.83%) Power BI
3 87 (7.19%) Data Lake
4 85 (7.02%) Tableau
5 69 (5.70%) BigQuery
6 64 (5.29%) Amazon Redshift
7 60 (4.96%) Elasticsearch
8 50 (4.13%) Looker
8 50 (4.13%) NoSQL
9 42 (3.47%) Metadata
10 39 (3.22%) Big Data
11 37 (3.06%) GIS
11 37 (3.06%) MongoDB
11 37 (3.06%) PostgreSQL
12 30 (2.48%) Relational Database
13 27 (2.23%) Delta Lake
14 26 (2.15%) QGIS
15 24 (1.98%) Snowflake Schema
16 22 (1.82%) MySQL
16 22 (1.82%) SQL Server
Development Applications
1 89 (7.36%) Git
2 57 (4.71%) MLflow
3 13 (1.07%) GitLab
4 11 (0.91%) Jenkins
4 11 (0.91%) JIRA
5 4 (0.33%) Selenium
6 2 (0.17%) Claude Code
6 2 (0.17%) Visual Studio Code
7 1 (0.083%) Bitbucket
7 1 (0.083%) JUnit
General
1 242 (20.00%) Social Skills
2 238 (19.67%) Analytical Skills
3 233 (19.26%) Finance
4 96 (7.93%) Inclusion and Diversity
5 68 (5.62%) Marketing
6 56 (4.63%) Retail
7 49 (4.05%) Public Sector
8 43 (3.55%) Banking
9 40 (3.31%) Law
10 25 (2.07%) Advertising
10 25 (2.07%) Legal
10 25 (2.07%) Pharmaceutical
11 18 (1.49%) Financial Institution
11 18 (1.49%) Organisational Skills
12 15 (1.24%) Manufacturing
13 14 (1.16%) Influencing Skills
13 14 (1.16%) Telecoms
14 13 (1.07%) Games
15 11 (0.91%) Agriculture
16 9 (0.74%) Publishing
Job Titles
1 421 (34.79%) Data Scientist
2 293 (24.21%) Senior
3 202 (16.69%) Senior Data Scientist
4 163 (13.47%) Data Engineer
5 141 (11.65%) Lead
6 77 (6.36%) Software Engineer
7 71 (5.87%) Consultant
8 68 (5.62%) Developer
9 54 (4.46%) Lead Data Scientist
10 53 (4.38%) Analyst
11 42 (3.47%) Senior Data Engineer
12 35 (2.89%) Data Analyst
13 33 (2.73%) Artificial Intelligence Consultant
14 31 (2.56%) Architect
14 31 (2.56%) Python Engineer
14 31 (2.56%) Systems Engineer
15 30 (2.48%) Scala Engineer
16 29 (2.40%) Research Scientist
17 28 (2.31%) Product Specialist
18 27 (2.23%) Data Consultant
Libraries, Frameworks & Software Standards
1 143 (11.82%) PyTorch
2 106 (8.76%) TensorFlow
3 65 (5.37%) scikit-learn
4 51 (4.21%) Kafka
4 51 (4.21%) LangChain
5 47 (3.88%) gRPC
6 40 (3.31%) PySpark
7 36 (2.98%) React
8 33 (2.73%) Pandas
9 30 (2.48%) LlamaIndex
10 25 (2.07%) pgvector
10 25 (2.07%) RESTful
11 22 (1.82%) REST
12 21 (1.74%) Hugging Face
13 20 (1.65%) Django
14 17 (1.40%) HTML
15 16 (1.32%) CSS
15 16 (1.32%) FastAPI
16 14 (1.16%) .NET
16 14 (1.16%) Seaborn
Miscellaneous
1 110 (9.09%) Algorithms
2 73 (6.03%) Distributed Systems
3 64 (5.29%) Video\Live Streaming
4 56 (4.63%) Cloud Native
5 53 (4.38%) Over-the-Top Content
6 45 (3.72%) Product Ownership
7 39 (3.22%) Life Science
8 33 (2.73%) Clustering
8 33 (2.73%) Data Structures
9 28 (2.31%) Social Media
10 27 (2.23%) AI Agents
10 27 (2.23%) Management Information System
11 25 (2.07%) Public Cloud
12 19 (1.57%) Greenfield Project
13 17 (1.40%) Enterprise Software
14 14 (1.16%) Onboarding
15 11 (0.91%) Low-Code
16 10 (0.83%) Virtual Team
17 9 (0.74%) Hackathon
18 8 (0.66%) Blog
Operating Systems
1 11 (0.91%) Linux
2 3 (0.25%) Windows
3 2 (0.17%) Unix
Processes & Methodologies
1 558 (46.12%) AI
2 554 (45.79%) Machine Learning
3 491 (40.58%) Analytics
4 236 (19.50%) Problem-Solving
5 230 (19.01%) Data Engineering
6 220 (18.18%) CI/CD
7 219 (18.10%) Decision-Making
8 216 (17.85%) Agile
9 201 (16.61%) Data Pipeline
10 193 (15.95%) Software Engineering
11 189 (15.62%) Business Intelligence
12 170 (14.05%) Data Modelling
13 168 (13.88%) Mentoring
14 154 (12.73%) Computer Science
15 152 (12.56%) Generative AI
16 150 (12.40%) MLOps
17 148 (12.23%) Roadmaps
18 147 (12.15%) ETL
19 144 (11.90%) Use Case
19 144 (11.90%) Visualisation
Programming Languages
1 635 (52.48%) Python
2 328 (27.11%) SQL
3 98 (8.10%) Scala
4 82 (6.78%) Java
5 66 (5.45%) R
6 63 (5.21%) Go
7 31 (2.56%) C++
7 31 (2.56%) JavaScript
8 20 (1.65%) C#
9 17 (1.40%) VBA
10 15 (1.24%) Bash
10 15 (1.24%) TypeScript
11 13 (1.07%) C
12 7 (0.58%) Julia
12 7 (0.58%) T-SQL
13 6 (0.50%) Bicep
13 6 (0.50%) PowerShell
14 5 (0.41%) Data Analysis Expressions
14 5 (0.41%) Rust
15 4 (0.33%) PHP
Qualifications
1 293 (24.21%) Degree
2 126 (10.41%) Security Cleared
3 89 (7.36%) Master's Degree
4 65 (5.37%) DV Cleared
5 59 (4.88%) PhD
6 53 (4.38%) SC Cleared
7 47 (3.88%) Computer Science Degree
8 35 (2.89%) DBS Check
9 18 (1.49%) Azure Certification
10 14 (1.16%) MBA
11 8 (0.66%) APMP
11 8 (0.66%) Postgraduate
12 7 (0.58%) Microsoft Certification
13 5 (0.41%) BPSS Clearance
13 5 (0.41%) Numerate Degree
14 3 (0.25%) CISSP
15 2 (0.17%) CompTIA Security+
15 2 (0.17%) GIAC
15 2 (0.17%) Oracle Certification
15 2 (0.17%) SANS
Quality Assurance & Compliance
1 136 (11.24%) Data Quality
2 47 (3.88%) GDPR
3 46 (3.80%) Accessibility
4 39 (3.22%) QA
5 25 (2.07%) California Consumer Privacy Act
6 12 (0.99%) GxP
7 11 (0.91%) Actionable Recommendations
8 3 (0.25%) ISO/IEC 27001
8 3 (0.25%) PERC
9 2 (0.17%) 21 CFR Part 11
9 2 (0.17%) IFRS
9 2 (0.17%) IFRS 17
9 2 (0.17%) Solvency II
10 1 (0.083%) GRC
10 1 (0.083%) NCSC
10 1 (0.083%) NIST
System Software
1 115 (9.50%) Docker
2 3 (0.25%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.083%) Virtual Desktop
Systems Management
1 66 (5.45%) Kubernetes
2 45 (3.72%) Terraform
3 10 (0.83%) Kubeflow
4 2 (0.17%) Ansible
4 2 (0.17%) Argo
4 2 (0.17%) Computer Emergency Response Teams
4 2 (0.17%) Computer Incident Response Team
4 2 (0.17%) Kibana
Vendors
1 163 (13.47%) Databricks
2 60 (4.96%) Google
2 60 (4.96%) Microsoft
3 48 (3.97%) Dell
4 45 (3.72%) Typelevel
5 29 (2.40%) Informatica
6 25 (2.07%) Teradata
7 24 (1.98%) Denodo
7 24 (1.98%) OpenAI
8 23 (1.90%) Cloudera
9 19 (1.57%) Cisco
10 17 (1.40%) Salesforce
11 13 (1.07%) Oracle
12 12 (0.99%) Palantir
13 8 (0.66%) Foundry
14 7 (0.58%) ServiceNow
15 5 (0.41%) BT
15 5 (0.41%) Talend
16 4 (0.33%) Fortinet
16 4 (0.33%) Workday