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 10 June 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jun 2026
Same period 2025 Same period 2024
Rank 148 136 128
Rank change year-on-year -12 -8 -48
Permanent jobs citing Data Science 1,245 1,090 2,233
As % of all permanent jobs in the UK 1.36% 2.47% 2.10%
As % of the Processes & Methodologies category 1.86% 2.66% 2.54%
Number of salaries quoted 694 504 1,240
10th Percentile £42,940 £42,500 £41,250
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,246 £65,000
Median % change year-on-year -3.11% +11.15% -7.14%
75th Percentile £88,506 £95,000 £90,000
90th Percentile £100,000 £115,000 £112,500
UK excluding London median annual salary £65,000 £63,764 £55,000
% change year-on-year +1.94% +15.93% -12.00%

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 66,839 40,980 87,741
As % of all permanent jobs advertised in the UK 72.86% 92.69% 82.42%
Number of salaries quoted 45,659 21,831 62,274
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 10 June 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 10 June 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 1,162 £70,000 -3.45% 676
UK excluding London +3 592 £65,000 +1.94% 474
London -7 558 £80,000 -3.03% 349
Work from Home +48 439 £66,720 +0.53% 327
North of England +41 164 £70,000 +21.74% 135
South East -51 129 £70,000 +21.74% 160
North West +71 121 £75,000 +33.33% 74
South West -37 120 £60,000 -14.29% 59
Midlands +31 117 £60,000 +4.35% 51
East Midlands +26 73 £65,000 +62.50% 28
East of England +6 47 £86,725 +10.66% 37
West Midlands -13 44 £44,000 -26.21% 23
Yorkshire -40 34 £53,750 -15.56% 45
Scotland -24 9 £75,000 +7.14% 23
North East -37 9 £77,500 +49.04% 16
Northern Ireland -33 3 - - 9
Wales -45 3 £39,511 -50.61% 13

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 (7.31%) Apache Spark
2 69 (5.54%) Apache Airflow
3 26 (2.09%) Apache
4 22 (1.77%) ArcGIS
5 16 (1.29%) SAS
6 15 (1.20%) SharePoint
7 14 (1.12%) Jupyter
8 6 (0.48%) Confluence
9 5 (0.40%) GeoServer
10 4 (0.32%) IIS
11 3 (0.24%) CMS
11 3 (0.24%) ColdFusion
12 2 (0.16%) Apache Pulsar
12 2 (0.16%) Apache Superset
13 1 (0.080%) Palantir Foundry
13 1 (0.080%) WordPress
Applications
1 35 (2.81%) Microsoft Excel
2 6 (0.48%) Chatbot
3 5 (0.40%) Microsoft Project
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) Microsoft PowerPoint
5 2 (0.16%) SPSS
6 1 (0.080%) Trello
Business Applications
1 3 (0.24%) Salesforce CRM
2 1 (0.080%) Dynamics CRM
2 1 (0.080%) FIS Private Capital Suite
2 1 (0.080%) HFM
2 1 (0.080%) Oracle EBS
2 1 (0.080%) Oracle ERP
Cloud Services
1 325 (26.10%) AWS
2 293 (23.53%) Azure
3 206 (16.55%) GCP
4 129 (10.36%) Power Platform
5 83 (6.67%) Snowflake
6 52 (4.18%) dbt
7 48 (3.86%) Azure Synapse Analytics
8 40 (3.21%) Azure Machine Learning
9 39 (3.13%) Azure Data Factory
10 36 (2.89%) SaaS
11 32 (2.57%) Serverless
12 25 (2.01%) Azure DevOps
13 24 (1.93%) Amazon S3
14 23 (1.85%) AWS Lambda
15 17 (1.37%) Dagster
16 15 (1.20%) Amazon SageMaker
16 15 (1.20%) GitHub
16 15 (1.20%) Vertex AI
17 13 (1.04%) Azure AI
18 11 (0.88%) Microsoft 365
Communications & Networking
1 98 (7.87%) Broadband
2 11 (0.88%) 4G
2 11 (0.88%) BGP
2 11 (0.88%) Cisco IOS
2 11 (0.88%) Ethernet VPN
2 11 (0.88%) IOS XR
2 11 (0.88%) MPLS
3 6 (0.48%) 5G
4 5 (0.40%) Internet
4 5 (0.40%) Software-Defined Radio
5 4 (0.32%) HTTP
6 2 (0.16%) Firewall
6 2 (0.16%) Tactical Data Link
7 1 (0.080%) Kerberos
7 1 (0.080%) LTE
7 1 (0.080%) SMS
7 1 (0.080%) Wi-Fi
7 1 (0.080%) Wireless
Database & Business Intelligence
1 124 (9.96%) Power BI
2 123 (9.88%) Data Warehouse
3 83 (6.67%) Data Lake
4 81 (6.51%) Tableau
5 68 (5.46%) BigQuery
6 64 (5.14%) Amazon Redshift
7 59 (4.74%) Elasticsearch
8 53 (4.26%) Looker
9 47 (3.78%) Metadata
9 47 (3.78%) NoSQL
10 38 (3.05%) Big Data
11 37 (2.97%) GIS
12 36 (2.89%) MongoDB
13 35 (2.81%) PostgreSQL
14 28 (2.25%) Relational Database
15 26 (2.09%) Delta Lake
15 26 (2.09%) QGIS
16 24 (1.93%) Snowflake Schema
17 22 (1.77%) Spatial Data
18 18 (1.45%) MySQL
Development Applications
1 90 (7.23%) Git
2 54 (4.34%) MLflow
3 12 (0.96%) GitLab
3 12 (0.96%) JIRA
4 11 (0.88%) Jenkins
5 4 (0.32%) Selenium
6 3 (0.24%) Visual Studio Code
7 2 (0.16%) Claude Code
7 2 (0.16%) JUnit
8 1 (0.080%) Bitbucket
General
1 243 (19.52%) Social Skills
2 237 (19.04%) Analytical Skills
3 230 (18.47%) Finance
4 100 (8.03%) Inclusion and Diversity
5 72 (5.78%) Marketing
6 55 (4.42%) Retail
7 50 (4.02%) Banking
7 50 (4.02%) Public Sector
8 36 (2.89%) Law
9 26 (2.09%) Advertising
10 23 (1.85%) Legal
11 21 (1.69%) Organisational Skills
12 20 (1.61%) Pharmaceutical
13 17 (1.37%) Financial Institution
14 16 (1.29%) Manufacturing
15 15 (1.20%) Influencing Skills
15 15 (1.20%) Telecoms
16 13 (1.04%) Games
17 10 (0.80%) Agriculture
17 10 (0.80%) Publishing
Job Titles
1 451 (36.22%) Data Scientist
2 293 (23.53%) Senior
3 211 (16.95%) Senior Data Scientist
4 160 (12.85%) Data Engineer
5 152 (12.21%) Lead
6 81 (6.51%) Software Engineer
7 80 (6.43%) Developer
8 69 (5.54%) Consultant
9 56 (4.50%) Lead Data Scientist
10 52 (4.18%) Analyst
11 42 (3.37%) Senior Data Engineer
12 34 (2.73%) Python Engineer
13 33 (2.65%) Artificial Intelligence Consultant
13 33 (2.65%) Data Analyst
14 31 (2.49%) Architect
14 31 (2.49%) Systems Engineer
15 30 (2.41%) Research Scientist
15 30 (2.41%) Scala Engineer
16 29 (2.33%) Artificial Intelligence Engineer
17 28 (2.25%) Product Specialist
Libraries, Frameworks & Software Standards
1 157 (12.61%) PyTorch
2 117 (9.40%) TensorFlow
3 67 (5.38%) scikit-learn
4 53 (4.26%) Kafka
5 52 (4.18%) LangChain
6 47 (3.78%) gRPC
7 41 (3.29%) PySpark
8 35 (2.81%) React
9 33 (2.65%) Pandas
10 30 (2.41%) LlamaIndex
11 26 (2.09%) Hugging Face
12 25 (2.01%) pgvector
13 24 (1.93%) RESTful
14 20 (1.61%) REST
15 19 (1.53%) Django
16 18 (1.45%) FastAPI
17 16 (1.29%) CSS
17 16 (1.29%) HTML
17 16 (1.29%) NumPy
18 14 (1.12%) .NET
Miscellaneous
1 111 (8.92%) Algorithms
2 72 (5.78%) Distributed Systems
3 69 (5.54%) Video\Live Streaming
4 62 (4.98%) Cloud Native
5 54 (4.34%) Over-the-Top Content
6 49 (3.94%) Product Ownership
7 33 (2.65%) Data Structures
7 33 (2.65%) Life Science
8 32 (2.57%) Clustering
9 28 (2.25%) AI Agents
9 28 (2.25%) Social Media
10 26 (2.09%) Public Cloud
11 23 (1.85%) Management Information System
12 17 (1.37%) Enterprise Software
12 17 (1.37%) Greenfield Project
13 13 (1.04%) Onboarding
14 11 (0.88%) Low-Code
15 10 (0.80%) e-Learning
15 10 (0.80%) Virtual Team
16 9 (0.72%) Hackathon
Operating Systems
1 17 (1.37%) Linux
2 7 (0.56%) Windows
3 2 (0.16%) Unix
4 1 (0.080%) Embedded Linux
Processes & Methodologies
1 581 (46.67%) AI
2 575 (46.18%) Machine Learning
3 485 (38.96%) Analytics
4 231 (18.55%) Problem-Solving
5 229 (18.39%) CI/CD
5 229 (18.39%) Data Engineering
6 223 (17.91%) Agile
7 218 (17.51%) Decision-Making
8 208 (16.71%) Software Engineering
9 198 (15.90%) Data Pipeline
10 189 (15.18%) Business Intelligence
11 185 (14.86%) Mentoring
12 168 (13.49%) Roadmaps
13 165 (13.25%) Generative AI
14 164 (13.17%) Data Modelling
15 160 (12.85%) MLOps
16 146 (11.73%) Use Case
17 144 (11.57%) Computer Science
18 141 (11.33%) ETL
19 136 (10.92%) Visualisation
Programming Languages
1 649 (52.13%) Python
2 324 (26.02%) SQL
3 95 (7.63%) Scala
4 79 (6.35%) Java
5 64 (5.14%) R
6 62 (4.98%) Go
7 35 (2.81%) JavaScript
8 33 (2.65%) C++
9 22 (1.77%) C#
10 18 (1.45%) VBA
11 15 (1.20%) Bash
12 14 (1.12%) TypeScript
13 13 (1.04%) C
14 8 (0.64%) Bicep
14 8 (0.64%) Julia
15 7 (0.56%) T-SQL
16 6 (0.48%) PowerShell
17 5 (0.40%) Data Analysis Expressions
17 5 (0.40%) Rust
18 4 (0.32%) Groovy
Qualifications
1 285 (22.89%) Degree
2 130 (10.44%) Security Cleared
3 83 (6.67%) Master's Degree
4 69 (5.54%) DV Cleared
5 61 (4.90%) PhD
6 55 (4.42%) SC Cleared
7 42 (3.37%) Computer Science Degree
8 32 (2.57%) DBS Check
9 19 (1.53%) Azure Certification
10 11 (0.88%) MBA
11 9 (0.72%) Microsoft Certification
12 8 (0.64%) Postgraduate
13 7 (0.56%) APMP
14 6 (0.48%) BPSS Clearance
15 3 (0.24%) AWS Certification
15 3 (0.24%) CISSP
15 3 (0.24%) Numerate Degree
16 2 (0.16%) GIAC
16 2 (0.16%) Oracle Certification
16 2 (0.16%) SANS
Quality Assurance & Compliance
1 128 (10.28%) Data Quality
2 46 (3.69%) Accessibility
3 43 (3.45%) GDPR
4 38 (3.05%) QA
5 24 (1.93%) California Consumer Privacy Act
6 10 (0.80%) Actionable Recommendations
7 8 (0.64%) GxP
8 5 (0.40%) ISO/IEC 27001
9 3 (0.24%) PERC
10 2 (0.16%) IFRS
10 2 (0.16%) IFRS 17
10 2 (0.16%) Solvency II
11 1 (0.080%) GRC
System Software
1 113 (9.08%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.080%) Virtual Desktop
Systems Management
1 65 (5.22%) Kubernetes
2 49 (3.94%) Terraform
3 12 (0.96%) Kubeflow
4 3 (0.24%) 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
1 162 (13.01%) Databricks
2 65 (5.22%) Google
3 60 (4.82%) Microsoft
4 48 (3.86%) Dell
5 45 (3.61%) Typelevel
6 26 (2.09%) Informatica
7 25 (2.01%) Teradata
8 24 (1.93%) Denodo
8 24 (1.93%) OpenAI
9 23 (1.85%) Cloudera
10 19 (1.53%) Cisco
11 16 (1.29%) Salesforce
12 10 (0.80%) Palantir
13 8 (0.64%) Oracle
14 7 (0.56%) ServiceNow
15 6 (0.48%) Foundry
16 4 (0.32%) BT
16 4 (0.32%) CrowdStrike
16 4 (0.32%) Fortinet
16 4 (0.32%) Palo Alto