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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 148 137 130
Rank change year-on-year -11 -7 -47
Permanent jobs citing Data Science 1,260 1,093 2,239
As % of all permanent jobs in the UK 1.35% 2.45% 2.07%
As % of the Processes & Methodologies category 1.85% 2.65% 2.52%
Number of salaries quoted 719 505 1,234
10th Percentile £42,593 £42,500 £41,075
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 £90,000 £95,000 £87,500
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £63,652 £55,000
% change year-on-year +2.12% +15.73% -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 68,162 41,264 88,785
As % of all permanent jobs advertised in the UK 72.90% 92.57% 81.89%
Number of salaries quoted 46,887 22,044 62,842
10th Percentile £30,000 £28,822 £29,607
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 17 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 17 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 0 1,178 £70,000 -3.45% 836
UK excluding London -15 603 £65,000 +2.12% 595
London -12 563 £80,000 -3.03% 429
Work from Home +45 447 £66,720 +0.53% 401
North of England +52 173 £70,932 +23.36% 154
North West +71 126 £75,000 +36.36% 92
Midlands +34 123 £60,000 +4.47% 63
South East -59 123 £70,000 +21.74% 182
South West -38 118 £60,000 -14.29% 68
East Midlands +21 76 £65,000 +62.50% 35
East of England +9 50 £84,288 +7.55% 56
West Midlands -7 47 £43,000 -27.88% 28
Yorkshire -34 36 £55,000 -13.83% 44
North East -43 11 £80,000 +60.80% 18
Scotland -28 10 £80,000 +14.29% 37
Northern Ireland -31 3 - - 29
Wales -43 3 £39,511 -52.11% 22

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 93 (7.38%) Apache Spark
2 67 (5.32%) Apache Airflow
3 26 (2.06%) 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 4 (0.32%) ColdFusion
10 3 (0.24%) CMS
11 2 (0.16%) Apache Pulsar
11 2 (0.16%) IIS
12 1 (0.079%) Apache Superset
12 1 (0.079%) Palantir Foundry
12 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 2 (0.16%) 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
1 331 (26.27%) AWS
2 301 (23.89%) Azure
3 211 (16.75%) GCP
4 131 (10.40%) Power Platform
5 81 (6.43%) Snowflake
6 51 (4.05%) Azure Synapse Analytics
6 51 (4.05%) dbt
7 44 (3.49%) Azure Data Factory
8 37 (2.94%) Azure Machine Learning
9 36 (2.86%) SaaS
10 32 (2.54%) Serverless
11 25 (1.98%) Amazon S3
11 25 (1.98%) Azure DevOps
12 23 (1.83%) AWS Lambda
13 16 (1.27%) Dagster
13 16 (1.27%) GitHub
14 14 (1.11%) Amazon SageMaker
14 14 (1.11%) Vertex AI
15 13 (1.03%) Azure AI
16 12 (0.95%) Microsoft 365
Communications & Networking
1 98 (7.78%) 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
1 125 (9.92%) Power BI
2 122 (9.68%) Data Warehouse
3 86 (6.83%) Data Lake
4 82 (6.51%) Tableau
5 66 (5.24%) BigQuery
6 64 (5.08%) Amazon Redshift
7 58 (4.60%) Elasticsearch
8 52 (4.13%) Looker
9 50 (3.97%) Metadata
10 47 (3.73%) NoSQL
11 37 (2.94%) GIS
11 37 (2.94%) MongoDB
12 36 (2.86%) Big Data
12 36 (2.86%) PostgreSQL
13 29 (2.30%) Relational Database
14 28 (2.22%) Delta Lake
15 26 (2.06%) QGIS
16 24 (1.90%) Snowflake Schema
17 22 (1.75%) Spatial Data
18 19 (1.51%) MySQL
Development Applications
1 91 (7.22%) 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
1 249 (19.76%) Social Skills
2 235 (18.65%) Analytical Skills
3 231 (18.33%) Finance
4 99 (7.86%) Inclusion and Diversity
5 70 (5.56%) Marketing
6 55 (4.37%) Banking
7 54 (4.29%) Retail
8 53 (4.21%) Public Sector
9 35 (2.78%) Law
10 25 (1.98%) Advertising
11 24 (1.90%) Legal
12 23 (1.83%) Organisational Skills
13 17 (1.35%) Financial Institution
14 16 (1.27%) Influencing Skills
14 16 (1.27%) Manufacturing
14 16 (1.27%) Pharmaceutical
15 15 (1.19%) Telecoms
16 13 (1.03%) Games
17 10 (0.79%) Publishing
18 9 (0.71%) Agriculture
Job Titles
1 462 (36.67%) Data Scientist
2 293 (23.25%) Senior
3 217 (17.22%) Senior Data Scientist
4 159 (12.62%) Data Engineer
5 155 (12.30%) Lead
6 85 (6.75%) Developer
7 81 (6.43%) Software Engineer
8 71 (5.63%) Consultant
9 61 (4.84%) Lead Data Scientist
10 52 (4.13%) Analyst
11 42 (3.33%) Senior Data Engineer
12 37 (2.94%) Architect
13 34 (2.70%) Python Engineer
14 32 (2.54%) Data Analyst
15 31 (2.46%) Artificial Intelligence Consultant
15 31 (2.46%) Research Scientist
15 31 (2.46%) Systems Engineer
16 30 (2.38%) Scala Engineer
17 29 (2.30%) Artificial Intelligence Engineer
18 28 (2.22%) Data Consultant
Libraries, Frameworks & Software Standards
1 162 (12.86%) PyTorch
2 121 (9.60%) TensorFlow
3 73 (5.79%) scikit-learn
4 55 (4.37%) Kafka
5 54 (4.29%) LangChain
6 46 (3.65%) gRPC
7 45 (3.57%) PySpark
8 34 (2.70%) Pandas
9 33 (2.62%) React
10 31 (2.46%) LlamaIndex
11 28 (2.22%) Hugging Face
12 25 (1.98%) pgvector
13 24 (1.90%) RESTful
14 21 (1.67%) REST
15 19 (1.51%) Django
16 18 (1.43%) FastAPI
16 18 (1.43%) NumPy
17 16 (1.27%) HTML
18 15 (1.19%) CSS
18 15 (1.19%) Seaborn
Miscellaneous
1 109 (8.65%) Algorithms
2 72 (5.71%) Distributed Systems
3 70 (5.56%) Video\Live Streaming
4 67 (5.32%) Cloud Native
5 55 (4.37%) Over-the-Top Content
6 49 (3.89%) Product Ownership
7 34 (2.70%) Data Structures
8 32 (2.54%) Clustering
9 30 (2.38%) AI Agents
9 30 (2.38%) Life Science
10 28 (2.22%) Social Media
11 26 (2.06%) Public Cloud
12 21 (1.67%) Management Information System
13 17 (1.35%) Greenfield Project
14 14 (1.11%) Enterprise Software
15 11 (0.87%) e-Learning
15 11 (0.87%) Low-Code
15 11 (0.87%) Onboarding
16 10 (0.79%) Virtual Team
17 9 (0.71%) Hackathon
Operating Systems
1 18 (1.43%) Linux
2 8 (0.63%) Windows
3 2 (0.16%) Unix
4 1 (0.079%) Embedded Linux
Processes & Methodologies
1 588 (46.67%) AI
2 581 (46.11%) Machine Learning
3 480 (38.10%) Analytics
4 234 (18.57%) CI/CD
5 232 (18.41%) Data Engineering
6 225 (17.86%) Problem-Solving
7 219 (17.38%) Agile
8 214 (16.98%) Software Engineering
9 208 (16.51%) Decision-Making
10 200 (15.87%) Data Pipeline
11 192 (15.24%) Mentoring
12 188 (14.92%) Business Intelligence
13 174 (13.81%) Generative AI
14 171 (13.57%) Roadmaps
15 168 (13.33%) MLOps
16 164 (13.02%) Data Modelling
17 145 (11.51%) Use Case
18 141 (11.19%) ETL
19 139 (11.03%) Computer Science
20 133 (10.56%) Visualisation
Programming Languages
1 651 (51.67%) Python
2 324 (25.71%) SQL
3 94 (7.46%) Scala
4 75 (5.95%) Java
5 60 (4.76%) Go
6 58 (4.60%) R
7 36 (2.86%) JavaScript
8 35 (2.78%) C++
9 21 (1.67%) C#
10 19 (1.51%) VBA
11 15 (1.19%) TypeScript
12 14 (1.11%) Bash
13 13 (1.03%) C
14 10 (0.79%) Bicep
15 8 (0.63%) Julia
16 7 (0.56%) T-SQL
17 5 (0.40%) Data Analysis Expressions
17 5 (0.40%) PowerShell
17 5 (0.40%) Rust
18 4 (0.32%) Groovy
Qualifications
1 280 (22.22%) Degree
2 135 (10.71%) Security Cleared
3 80 (6.35%) Master's Degree
4 67 (5.32%) DV Cleared
5 60 (4.76%) PhD
5 60 (4.76%) SC Cleared
6 43 (3.41%) Computer Science Degree
7 32 (2.54%) DBS Check
8 24 (1.90%) Azure Certification
9 10 (0.79%) Microsoft Certification
10 9 (0.71%) MBA
11 8 (0.63%) Postgraduate
12 7 (0.56%) APMP
13 6 (0.48%) BPSS Clearance
14 5 (0.40%) AWS Certification
15 4 (0.32%) SnowPro
16 3 (0.24%) CISSP
16 3 (0.24%) Numerate Degree
17 2 (0.16%) GIAC
17 2 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 130 (10.32%) Data Quality
2 44 (3.49%) Accessibility
3 43 (3.41%) GDPR
4 39 (3.10%) QA
5 24 (1.90%) California Consumer Privacy Act
6 8 (0.63%) Actionable Recommendations
7 6 (0.48%) GxP
7 6 (0.48%) ISO/IEC 27001
8 3 (0.24%) PERC
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.079%) DICOM
10 1 (0.079%) GRC
10 1 (0.079%) HL7
System Software
1 113 (8.97%) 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 65 (5.16%) 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 (13.02%) Databricks
2 66 (5.24%) Google
3 63 (5.00%) Microsoft
4 48 (3.81%) Dell
5 45 (3.57%) Typelevel
6 26 (2.06%) Informatica
7 25 (1.98%) Teradata
8 24 (1.90%) Denodo
9 23 (1.83%) Cloudera
9 23 (1.83%) OpenAI
10 19 (1.51%) Cisco
11 15 (1.19%) Salesforce
12 9 (0.71%) Palantir
13 8 (0.63%) 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