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

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 157 138 119
Rank change year-on-year -19 -19 -41
Permanent jobs citing Data Science 1,216 1,032 2,238
As % of all permanent jobs in the UK 1.31% 2.43% 2.26%
As % of the Processes & Methodologies category 1.77% 2.60% 2.69%
Number of salaries quoted 670 494 1,258
10th Percentile £45,000 £44,590 £41,775
25th Percentile £55,000 £52,813 £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% -14.86%

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 68,715 39,643 83,325
As % of all permanent jobs advertised in the UK 73.91% 93.27% 84.01%
Number of salaries quoted 44,731 20,766 60,219
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,839 £41,000 £40,000
Median annual salary (50th Percentile) £60,000 £58,375 £55,000
Median % change year-on-year +2.78% +6.14% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,410 £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 27 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 27 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 -3 1,132 £70,000 -3.45% 938
UK excluding London -6 570 £65,000 +2.12% 533
London -2 549 £80,000 -3.03% 554
Work from Home +44 416 £66,720 +2.65% 392
North of England +32 157 £70,000 +20.69% 153
South East -25 138 £70,000 +16.67% 152
North West +50 115 £75,000 +30.43% 89
South West -43 114 £60,000 -14.29% 66
Midlands +2 101 £60,000 +4.41% 77
East Midlands +9 62 £65,000 +62.50% 48
East of England -9 45 £86,725 +10.66% 44
West Midlands -38 39 £55,000 -4.35% 29
Yorkshire -39 35 £55,000 -13.59% 43
Scotland -43 9 £75,000 +11.11% 31
North East -36 7 £80,000 +39.74% 21
Northern Ireland -38 3 - - 12
Wales -40 3 £39,511 -50.61% 15

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 89 (7.32%) Apache Spark
2 69 (5.67%) Apache Airflow
3 26 (2.14%) Apache
4 22 (1.81%) ArcGIS
5 17 (1.40%) SAS
5 17 (1.40%) SharePoint
6 14 (1.15%) Jupyter
7 5 (0.41%) Confluence
7 5 (0.41%) GeoServer
7 5 (0.41%) IIS
8 3 (0.25%) Apache Superset
8 3 (0.25%) CMS
9 1 (0.082%) Apache Pulsar
9 1 (0.082%) ColdFusion
9 1 (0.082%) Palantir Foundry
9 1 (0.082%) WordPress
Applications
1 38 (3.13%) Microsoft Excel
2 8 (0.66%) Chatbot
3 5 (0.41%) Microsoft Project
4 3 (0.25%) Microsoft PowerPoint
4 3 (0.25%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) SPSS
6 1 (0.082%) Trello
Business Applications
1 4 (0.33%) Salesforce CRM
2 1 (0.082%) Dynamics CRM
2 1 (0.082%) FIS Private Capital Suite
2 1 (0.082%) HFM
2 1 (0.082%) Oracle EBS
2 1 (0.082%) Oracle ERP
Cloud Services
1 325 (26.73%) AWS
2 300 (24.67%) Azure
3 208 (17.11%) GCP
4 136 (11.18%) Power Platform
5 83 (6.83%) Snowflake
6 53 (4.36%) dbt
7 48 (3.95%) Azure Synapse Analytics
8 45 (3.70%) Azure Machine Learning
9 39 (3.21%) Azure Data Factory
10 36 (2.96%) SaaS
11 30 (2.47%) Azure DevOps
12 29 (2.38%) Serverless
13 22 (1.81%) Amazon S3
14 21 (1.73%) AWS Lambda
15 17 (1.40%) Dagster
16 16 (1.32%) Amazon SageMaker
16 16 (1.32%) Azure AI
16 16 (1.32%) GitHub
17 15 (1.23%) Vertex AI
18 12 (0.99%) Microsoft 365
Communications & Networking
1 93 (7.65%) Broadband
2 11 (0.90%) 4G
2 11 (0.90%) BGP
2 11 (0.90%) Cisco IOS
2 11 (0.90%) Ethernet VPN
2 11 (0.90%) IOS XR
2 11 (0.90%) MPLS
3 6 (0.49%) 5G
4 5 (0.41%) Internet
4 5 (0.41%) Software-Defined Radio
5 4 (0.33%) HTTP
6 2 (0.16%) Firewall
6 2 (0.16%) MQTT
6 2 (0.16%) Tactical Data Link
6 2 (0.16%) TCP/IP
7 1 (0.082%) Kerberos
7 1 (0.082%) LTE
7 1 (0.082%) TCAP
7 1 (0.082%) Wi-Fi
7 1 (0.082%) Wireless
Database & Business Intelligence
1 131 (10.77%) Data Warehouse
2 130 (10.69%) Power BI
3 87 (7.15%) Data Lake
4 85 (6.99%) Tableau
5 69 (5.67%) BigQuery
6 62 (5.10%) Amazon Redshift
7 60 (4.93%) Elasticsearch
8 50 (4.11%) NoSQL
9 49 (4.03%) Looker
10 41 (3.37%) Metadata
11 39 (3.21%) Big Data
12 37 (3.04%) GIS
12 37 (3.04%) PostgreSQL
13 35 (2.88%) MongoDB
14 31 (2.55%) Relational Database
15 27 (2.22%) Delta Lake
16 26 (2.14%) QGIS
17 24 (1.97%) Snowflake Schema
18 22 (1.81%) Spatial Data
18 22 (1.81%) SQL Server
Development Applications
1 89 (7.32%) Git
2 58 (4.77%) MLflow
3 13 (1.07%) GitLab
4 11 (0.90%) Jenkins
4 11 (0.90%) JIRA
5 4 (0.33%) Selenium
6 2 (0.16%) Claude Code
6 2 (0.16%) JUnit
6 2 (0.16%) Visual Studio Code
7 1 (0.082%) Bitbucket
General
1 243 (19.98%) Social Skills
2 241 (19.82%) Analytical Skills
3 235 (19.33%) Finance
4 96 (7.89%) Inclusion and Diversity
5 68 (5.59%) Marketing
6 56 (4.61%) Retail
7 49 (4.03%) Public Sector
8 44 (3.62%) Banking
9 40 (3.29%) Law
10 25 (2.06%) Advertising
10 25 (2.06%) Legal
10 25 (2.06%) Pharmaceutical
11 19 (1.56%) Financial Institution
11 19 (1.56%) Organisational Skills
12 15 (1.23%) Manufacturing
13 14 (1.15%) Influencing Skills
13 14 (1.15%) Telecoms
14 13 (1.07%) Games
15 11 (0.90%) Agriculture
16 9 (0.74%) Publishing
Job Titles
1 427 (35.12%) Data Scientist
2 293 (24.10%) Senior
3 204 (16.78%) Senior Data Scientist
4 161 (13.24%) Data Engineer
5 142 (11.68%) Lead
6 79 (6.50%) Software Engineer
7 71 (5.84%) Consultant
8 69 (5.67%) Developer
9 54 (4.44%) Lead Data Scientist
10 52 (4.28%) Analyst
11 41 (3.37%) Senior Data Engineer
12 34 (2.80%) Data Analyst
13 33 (2.71%) Artificial Intelligence Consultant
14 32 (2.63%) Python Engineer
15 31 (2.55%) Architect
15 31 (2.55%) Systems Engineer
16 30 (2.47%) Scala Engineer
17 29 (2.38%) Research Scientist
18 28 (2.30%) Product Specialist
19 27 (2.22%) Data Consultant
Libraries, Frameworks & Software Standards
1 144 (11.84%) PyTorch
2 107 (8.80%) TensorFlow
3 66 (5.43%) scikit-learn
4 51 (4.19%) Kafka
4 51 (4.19%) LangChain
5 47 (3.87%) gRPC
6 41 (3.37%) PySpark
7 36 (2.96%) React
8 34 (2.80%) Pandas
9 30 (2.47%) LlamaIndex
10 25 (2.06%) pgvector
10 25 (2.06%) RESTful
11 22 (1.81%) REST
12 21 (1.73%) Hugging Face
13 20 (1.64%) Django
14 17 (1.40%) HTML
15 16 (1.32%) CSS
15 16 (1.32%) FastAPI
16 14 (1.15%) NumPy
16 14 (1.15%) Seaborn
Miscellaneous
1 110 (9.05%) Algorithms
2 73 (6.00%) Distributed Systems
3 64 (5.26%) Video\Live Streaming
4 56 (4.61%) Cloud Native
5 53 (4.36%) Over-the-Top Content
6 47 (3.87%) Product Ownership
7 39 (3.21%) Life Science
8 33 (2.71%) Clustering
8 33 (2.71%) Data Structures
9 28 (2.30%) Social Media
10 27 (2.22%) AI Agents
10 27 (2.22%) Management Information System
11 26 (2.14%) Public Cloud
12 19 (1.56%) Greenfield Project
13 17 (1.40%) Enterprise Software
14 14 (1.15%) Onboarding
15 11 (0.90%) Low-Code
16 10 (0.82%) Virtual Team
17 9 (0.74%) Hackathon
18 8 (0.66%) Blog
Operating Systems
1 13 (1.07%) Linux
2 5 (0.41%) Windows
3 2 (0.16%) Unix
Processes & Methodologies
1 565 (46.46%) AI
2 560 (46.05%) Machine Learning
3 496 (40.79%) Analytics
4 238 (19.57%) Problem-Solving
5 229 (18.83%) Data Engineering
6 222 (18.26%) Decision-Making
7 221 (18.17%) CI/CD
8 218 (17.93%) Agile
9 199 (16.37%) Data Pipeline
10 196 (16.12%) Software Engineering
11 191 (15.71%) Business Intelligence
12 169 (13.90%) Data Modelling
12 169 (13.90%) Mentoring
13 154 (12.66%) Computer Science
14 152 (12.50%) Generative AI
15 150 (12.34%) MLOps
16 149 (12.25%) Roadmaps
17 146 (12.01%) ETL
17 146 (12.01%) Visualisation
18 144 (11.84%) Use Case
Programming Languages
1 638 (52.47%) Python
2 327 (26.89%) SQL
3 97 (7.98%) Scala
4 83 (6.83%) Java
5 67 (5.51%) R
6 63 (5.18%) Go
7 32 (2.63%) C++
7 32 (2.63%) JavaScript
8 21 (1.73%) C#
9 17 (1.40%) VBA
10 15 (1.23%) Bash
10 15 (1.23%) TypeScript
11 13 (1.07%) C
12 8 (0.66%) Julia
13 7 (0.58%) T-SQL
14 6 (0.49%) Bicep
14 6 (0.49%) PowerShell
15 5 (0.41%) Data Analysis Expressions
15 5 (0.41%) Rust
16 4 (0.33%) PHP
Qualifications
1 294 (24.18%) Degree
2 128 (10.53%) Security Cleared
3 90 (7.40%) Master's Degree
4 66 (5.43%) DV Cleared
5 60 (4.93%) PhD
6 54 (4.44%) SC Cleared
7 47 (3.87%) Computer Science Degree
8 34 (2.80%) DBS Check
9 18 (1.48%) Azure Certification
10 14 (1.15%) 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 (0.16%) AWS Certification
15 2 (0.16%) GIAC
15 2 (0.16%) Oracle Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 134 (11.02%) Data Quality
2 46 (3.78%) Accessibility
2 46 (3.78%) GDPR
3 39 (3.21%) QA
4 25 (2.06%) California Consumer Privacy Act
5 12 (0.99%) GxP
6 11 (0.90%) Actionable Recommendations
7 4 (0.33%) ISO/IEC 27001
8 3 (0.25%) PERC
9 2 (0.16%) 21 CFR Part 11
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.082%) GRC
10 1 (0.082%) NCSC
10 1 (0.082%) NIST
System Software
1 116 (9.54%) Docker
2 3 (0.25%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.082%) Virtual Desktop
Systems Management
1 66 (5.43%) Kubernetes
2 45 (3.70%) Terraform
3 11 (0.90%) Kubeflow
4 3 (0.25%) Kibana
5 2 (0.16%) Ansible
5 2 (0.16%) Argo
5 2 (0.16%) Computer Emergency Response Teams
5 2 (0.16%) Computer Incident Response Team
Vendors
1 161 (13.24%) Databricks
2 62 (5.10%) Microsoft
3 61 (5.02%) Google
4 48 (3.95%) Dell
5 45 (3.70%) Typelevel
6 29 (2.38%) Informatica
7 25 (2.06%) Teradata
8 24 (1.97%) Denodo
8 24 (1.97%) OpenAI
9 23 (1.89%) Cloudera
10 19 (1.56%) Cisco
11 17 (1.40%) Salesforce
12 11 (0.90%) Oracle
13 10 (0.82%) Palantir
14 8 (0.66%) Foundry
15 7 (0.58%) ServiceNow
16 5 (0.41%) BT
16 5 (0.41%) Talend
17 4 (0.33%) CrowdStrike
17 4 (0.33%) Fortinet