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

6 months to
16 Jun 2026
Same period 2025 Same period 2024
Rank 149 137 127
Rank change year-on-year -12 -10 -45
Permanent jobs citing Data Science 1,258 1,095 2,236
As % of all permanent jobs in the UK 1.35% 2.46% 2.07%
As % of the Processes & Methodologies category 1.85% 2.65% 2.52%
Number of salaries quoted 714 507 1,233
10th Percentile £42,593 £42,500 £41,050
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -7.14%
75th Percentile £89,688 £95,000 £87,500
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £63,764 £55,000
% change year-on-year +1.94% +15.93% -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 67,964 41,274 88,698
As % of all permanent jobs advertised in the UK 72.85% 92.59% 81.93%
Number of salaries quoted 46,731 22,044 62,765
10th Percentile £30,000 £28,822 £29,525
25th Percentile £41,250 £39,000 £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 £91,991
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 16 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 16 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 -2 1,175 £70,000 -3.45% 953
UK excluding London -2 602 £65,000 +1.94% 578
London -6 562 £80,000 -3.03% 545
Work from Home +47 447 £66,720 +0.95% 378
North of England +44 171 £70,932 +23.36% 155
North West +75 126 £75,000 +36.36% 89
Midlands +44 123 £60,000 +4.47% 63
South East -57 123 £70,000 +19.15% 181
South West -35 119 £60,000 -14.29% 72
East Midlands +26 76 £65,000 +62.50% 36
East of England +3 50 £84,288 +7.55% 53
West Midlands -11 47 £43,000 -27.88% 27
Yorkshire -31 35 £53,750 -15.56% 47
Scotland -33 10 £80,000 +14.29% 36
North East -41 10 £80,000 +60.80% 19
Northern Ireland -33 3 - - 21
Wales -45 3 £39,511 -52.11% 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 92 (7.31%) Apache Spark
2 67 (5.33%) Apache Airflow
3 25 (1.99%) Apache
4 22 (1.75%) ArcGIS
5 16 (1.27%) SAS
5 16 (1.27%) SharePoint
6 14 (1.11%) Jupyter
7 7 (0.56%) Confluence
8 5 (0.40%) GeoServer
9 3 (0.24%) CMS
9 3 (0.24%) ColdFusion
10 2 (0.16%) Apache Pulsar
10 2 (0.16%) IIS
11 1 (0.079%) Apache Superset
11 1 (0.079%) Palantir Foundry
11 1 (0.079%) WordPress
Applications
1 35 (2.78%) 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 (0.079%) Trello
Business Applications
1 3 (0.24%) Salesforce CRM
2 1 (0.079%) Dynamics CRM
2 1 (0.079%) FIS Private Capital Suite
2 1 (0.079%) HFM
2 1 (0.079%) Oracle EBS
2 1 (0.079%) Oracle ERP
Cloud Services
1 329 (26.15%) AWS
2 299 (23.77%) Azure
3 210 (16.69%) GCP
4 129 (10.25%) Power Platform
5 81 (6.44%) Snowflake
6 51 (4.05%) Azure Synapse Analytics
6 51 (4.05%) dbt
7 43 (3.42%) Azure Data Factory
8 38 (3.02%) Azure Machine Learning
9 37 (2.94%) SaaS
10 32 (2.54%) Serverless
11 26 (2.07%) Azure DevOps
12 25 (1.99%) Amazon S3
13 23 (1.83%) AWS Lambda
14 16 (1.27%) Dagster
14 16 (1.27%) GitHub
15 14 (1.11%) Amazon SageMaker
15 14 (1.11%) Vertex AI
16 12 (0.95%) Azure AI
16 12 (0.95%) Microsoft 365
Communications & Networking
1 99 (7.87%) Broadband
2 11 (0.87%) 4G
2 11 (0.87%) BGP
2 11 (0.87%) Cisco IOS
2 11 (0.87%) Ethernet VPN
2 11 (0.87%) IOS XR
2 11 (0.87%) 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 (0.079%) Kerberos
7 1 (0.079%) LTE
7 1 (0.079%) SMS
7 1 (0.079%) Wi-Fi
7 1 (0.079%) Wireless
Database & Business Intelligence
1 124 (9.86%) Power BI
2 121 (9.62%) Data Warehouse
3 84 (6.68%) Data Lake
4 82 (6.52%) Tableau
5 66 (5.25%) BigQuery
6 64 (5.09%) Amazon Redshift
7 58 (4.61%) Elasticsearch
8 52 (4.13%) Looker
9 50 (3.97%) Metadata
10 47 (3.74%) NoSQL
11 37 (2.94%) Big Data
11 37 (2.94%) GIS
11 37 (2.94%) MongoDB
12 36 (2.86%) PostgreSQL
13 29 (2.31%) Relational Database
14 28 (2.23%) Delta Lake
15 26 (2.07%) QGIS
16 24 (1.91%) Snowflake Schema
17 22 (1.75%) Spatial Data
18 19 (1.51%) MySQL
Development Applications
1 91 (7.23%) Git
2 52 (4.13%) MLflow
3 13 (1.03%) JIRA
4 11 (0.87%) GitLab
4 11 (0.87%) Jenkins
5 4 (0.32%) Selenium
6 3 (0.24%) Claude Code
6 3 (0.24%) Visual Studio Code
7 2 (0.16%) JUnit
8 1 (0.079%) Bitbucket
8 1 (0.079%) Yeoman
General
1 245 (19.48%) Social Skills
2 237 (18.84%) Analytical Skills
3 230 (18.28%) Finance
4 99 (7.87%) Inclusion and Diversity
5 72 (5.72%) Marketing
6 55 (4.37%) Banking
6 55 (4.37%) Retail
7 51 (4.05%) Public Sector
8 36 (2.86%) Law
9 25 (1.99%) Advertising
10 24 (1.91%) Legal
11 23 (1.83%) Organisational Skills
12 17 (1.35%) Financial Institution
13 16 (1.27%) Influencing Skills
13 16 (1.27%) Manufacturing
13 16 (1.27%) Pharmaceutical
14 15 (1.19%) Telecoms
15 13 (1.03%) Games
16 10 (0.79%) Agriculture
16 10 (0.79%) Publishing
Job Titles
1 461 (36.65%) Data Scientist
2 294 (23.37%) Senior
3 216 (17.17%) Senior Data Scientist
4 159 (12.64%) Data Engineer
5 153 (12.16%) Lead
6 84 (6.68%) Developer
7 82 (6.52%) Software Engineer
8 70 (5.56%) Consultant
9 59 (4.69%) Lead Data Scientist
10 52 (4.13%) Analyst
11 42 (3.34%) Senior Data Engineer
12 34 (2.70%) Architect
12 34 (2.70%) Python Engineer
13 32 (2.54%) Data Analyst
14 31 (2.46%) Artificial Intelligence Consultant
14 31 (2.46%) Research Scientist
14 31 (2.46%) Systems Engineer
15 30 (2.38%) Artificial Intelligence Engineer
15 30 (2.38%) Scala Engineer
16 28 (2.23%) Product Specialist
Libraries, Frameworks & Software Standards
1 163 (12.96%) PyTorch
2 123 (9.78%) TensorFlow
3 72 (5.72%) scikit-learn
4 55 (4.37%) Kafka
5 53 (4.21%) LangChain
6 46 (3.66%) gRPC
7 44 (3.50%) PySpark
8 34 (2.70%) React
9 33 (2.62%) Pandas
10 31 (2.46%) LlamaIndex
11 28 (2.23%) Hugging Face
12 25 (1.99%) pgvector
13 24 (1.91%) RESTful
14 22 (1.75%) REST
15 19 (1.51%) Django
16 18 (1.43%) FastAPI
17 17 (1.35%) NumPy
18 16 (1.27%) HTML
19 15 (1.19%) CSS
19 15 (1.19%) Seaborn
Miscellaneous
1 110 (8.74%) Algorithms
2 72 (5.72%) Distributed Systems
3 70 (5.56%) Video\Live Streaming
4 66 (5.25%) Cloud Native
5 55 (4.37%) Over-the-Top Content
6 49 (3.90%) Product Ownership
7 34 (2.70%) Data Structures
8 32 (2.54%) Clustering
9 30 (2.38%) Life Science
10 29 (2.31%) AI Agents
11 28 (2.23%) Social Media
12 26 (2.07%) Public Cloud
13 21 (1.67%) Management Information System
14 17 (1.35%) Greenfield Project
15 14 (1.11%) Enterprise Software
16 11 (0.87%) e-Learning
16 11 (0.87%) Low-Code
16 11 (0.87%) Onboarding
17 10 (0.79%) Virtual Team
18 9 (0.72%) Hackathon
Operating Systems
1 17 (1.35%) Linux
2 7 (0.56%) Windows
3 2 (0.16%) Unix
4 1 (0.079%) Embedded Linux
Processes & Methodologies
1 587 (46.66%) AI
2 580 (46.10%) Machine Learning
3 481 (38.24%) Analytics
4 234 (18.60%) CI/CD
5 230 (18.28%) Data Engineering
6 228 (18.12%) Problem-Solving
7 218 (17.33%) Agile
8 215 (17.09%) Software Engineering
9 211 (16.77%) Decision-Making
10 200 (15.90%) Data Pipeline
11 190 (15.10%) Mentoring
12 187 (14.86%) Business Intelligence
13 172 (13.67%) Generative AI
14 170 (13.51%) Roadmaps
15 167 (13.28%) MLOps
16 163 (12.96%) Data Modelling
17 144 (11.45%) Use Case
18 141 (11.21%) ETL
19 139 (11.05%) Computer Science
20 132 (10.49%) Visualisation
Programming Languages
1 653 (51.91%) Python
2 325 (25.83%) SQL
3 94 (7.47%) Scala
4 77 (6.12%) Java
5 60 (4.77%) Go
6 58 (4.61%) R
7 35 (2.78%) C++
7 35 (2.78%) JavaScript
8 22 (1.75%) C#
9 19 (1.51%) VBA
10 15 (1.19%) TypeScript
11 14 (1.11%) Bash
12 13 (1.03%) C
13 10 (0.79%) Bicep
14 8 (0.64%) Julia
15 7 (0.56%) T-SQL
16 5 (0.40%) Data Analysis Expressions
16 5 (0.40%) PowerShell
16 5 (0.40%) Rust
17 4 (0.32%) Groovy
Qualifications
1 279 (22.18%) Degree
2 133 (10.57%) Security Cleared
3 80 (6.36%) Master's Degree
4 68 (5.41%) DV Cleared
5 60 (4.77%) PhD
6 59 (4.69%) SC Cleared
7 43 (3.42%) Computer Science Degree
8 32 (2.54%) DBS Check
9 22 (1.75%) Azure Certification
10 10 (0.79%) Microsoft Certification
11 9 (0.72%) MBA
12 8 (0.64%) Postgraduate
13 7 (0.56%) APMP
14 6 (0.48%) BPSS Clearance
15 4 (0.32%) AWS Certification
15 4 (0.32%) SnowPro
16 3 (0.24%) CISSP
16 3 (0.24%) Numerate Degree
17 2 (0.16%) Oracle Certification
17 2 (0.16%) SANS
Quality Assurance & Compliance
1 129 (10.25%) Data Quality
2 44 (3.50%) Accessibility
3 43 (3.42%) GDPR
4 39 (3.10%) QA
5 24 (1.91%) California Consumer Privacy Act
6 8 (0.64%) Actionable Recommendations
7 6 (0.48%) 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 (0.079%) DICOM
11 1 (0.079%) GRC
11 1 (0.079%) HL7
System Software
1 114 (9.06%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.079%) Virtual Desktop
Systems Management
1 66 (5.25%) Kubernetes
2 53 (4.21%) Terraform
3 13 (1.03%) 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
1 164 (13.04%) Databricks
2 66 (5.25%) Google
3 63 (5.01%) Microsoft
4 48 (3.82%) Dell
5 45 (3.58%) Typelevel
6 26 (2.07%) Informatica
7 25 (1.99%) Teradata
8 24 (1.91%) Denodo
8 24 (1.91%) OpenAI
9 23 (1.83%) Cloudera
10 19 (1.51%) Cisco
11 16 (1.27%) Salesforce
12 9 (0.72%) Palantir
13 8 (0.64%) Oracle
14 7 (0.56%) ServiceNow
15 5 (0.40%) Foundry
16 4 (0.32%) Workday
17 3 (0.24%) Braze
17 3 (0.24%) Confluent
17 3 (0.24%) CrowdStrike