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

6 months to
19 Jun 2026
Same period 2025 Same period 2024
Rank 146 137 127
Rank change year-on-year -9 -10 -44
Permanent jobs citing Data Science 1,268 1,093 2,249
As % of all permanent jobs in the UK 1.35% 2.44% 2.06%
As % of the Processes & Methodologies category 1.85% 2.64% 2.52%
Number of salaries quoted 726 504 1,244
10th Percentile £42,547 £42,500 £40,860
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 £88,750
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £63,076 £55,000
% change year-on-year +3.05% +14.68% -13.04%

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 68,493 41,477 89,117
As % of all permanent jobs advertised in the UK 72.95% 92.48% 81.80%
Number of salaries quoted 47,109 22,216 63,180
10th Percentile £30,000 £28,822 £29,750
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 £92,000
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 19 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 19 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 -3 1,186 £70,000 -3.45% 664
UK excluding London -11 608 £65,000 +3.05% 464
London -11 567 £80,000 -3.03% 360
Work from Home +38 446 £66,720 +0.53% 259
North of England +54 176 £70,932 +23.36% 125
North West +76 129 £75,000 +36.36% 75
Midlands +39 124 £60,000 +4.35% 41
South East -64 122 £70,000 +21.74% 169
South West -40 119 £60,000 -14.29% 54
East Midlands +25 76 £65,000 +62.50% 22
East of England +5 50 £84,288 +7.55% 41
West Midlands -1 48 £39,500 -34.17% 19
Yorkshire -32 36 £55,000 -13.59% 37
Scotland -24 11 £85,000 +21.43% 21
North East -37 11 £80,000 +68.42% 13
Northern Ireland -31 3 - - 17
Wales -48 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 95 (7.49%) Apache Spark
2 66 (5.21%) Apache Airflow
3 27 (2.13%) Apache
4 22 (1.74%) ArcGIS
5 16 (1.26%) SAS
5 16 (1.26%) SharePoint
6 14 (1.10%) Jupyter
7 8 (0.63%) Confluence
8 5 (0.39%) GeoServer
9 4 (0.32%) ColdFusion
10 3 (0.24%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.079%) Apache Superset
12 1 (0.079%) IIS
12 1 (0.079%) Palantir Foundry
12 1 (0.079%) WordPress
Applications
1 35 (2.76%) Microsoft Excel
2 6 (0.47%) Chatbot
3 5 (0.39%) 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
1 335 (26.42%) AWS
2 302 (23.82%) Azure
3 213 (16.80%) GCP
4 132 (10.41%) Power Platform
5 79 (6.23%) Snowflake
6 52 (4.10%) Azure Synapse Analytics
7 51 (4.02%) dbt
8 45 (3.55%) Azure Data Factory
9 37 (2.92%) SaaS
10 35 (2.76%) Serverless
11 34 (2.68%) Azure Machine Learning
12 26 (2.05%) Amazon S3
13 24 (1.89%) AWS Lambda
14 23 (1.81%) Azure DevOps
15 15 (1.18%) Dagster
15 15 (1.18%) GitHub
16 13 (1.03%) Amazon SageMaker
16 13 (1.03%) Azure AI
16 13 (1.03%) Vertex AI
17 12 (0.95%) Microsoft 365
Communications & Networking
1 97 (7.65%) Broadband
2 11 (0.87%) BGP
3 10 (0.79%) 4G
3 10 (0.79%) Cisco IOS
3 10 (0.79%) Ethernet VPN
3 10 (0.79%) IOS XR
3 10 (0.79%) MPLS
4 6 (0.47%) 5G
5 5 (0.39%) Internet
5 5 (0.39%) Software-Defined Radio
6 4 (0.32%) HTTP
7 2 (0.16%) Firewall
7 2 (0.16%) Tactical Data Link
8 1 (0.079%) DNS
8 1 (0.079%) IPsec
8 1 (0.079%) Kerberos
8 1 (0.079%) LTE
8 1 (0.079%) VPN
8 1 (0.079%) Wi-Fi
8 1 (0.079%) Wireless
Database & Business Intelligence
1 126 (9.94%) Power BI
2 122 (9.62%) Data Warehouse
3 87 (6.86%) Data Lake
4 81 (6.39%) Tableau
5 65 (5.13%) BigQuery
6 63 (4.97%) Amazon Redshift
7 57 (4.50%) Elasticsearch
8 51 (4.02%) Looker
8 51 (4.02%) Metadata
9 48 (3.79%) NoSQL
10 37 (2.92%) GIS
10 37 (2.92%) MongoDB
11 36 (2.84%) Big Data
11 36 (2.84%) PostgreSQL
12 29 (2.29%) Relational Database
13 26 (2.05%) Delta Lake
13 26 (2.05%) QGIS
14 24 (1.89%) Snowflake Schema
15 22 (1.74%) Spatial Data
16 19 (1.50%) MySQL
Development Applications
1 88 (6.94%) Git
2 50 (3.94%) MLflow
3 14 (1.10%) 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
1 250 (19.72%) Social Skills
2 237 (18.69%) Analytical Skills
3 230 (18.14%) Finance
4 98 (7.73%) Inclusion and Diversity
5 71 (5.60%) Marketing
6 55 (4.34%) Banking
6 55 (4.34%) Retail
7 53 (4.18%) Public Sector
8 35 (2.76%) Law
9 26 (2.05%) Advertising
10 24 (1.89%) Legal
10 24 (1.89%) Organisational Skills
11 18 (1.42%) Influencing Skills
12 17 (1.34%) Financial Institution
13 16 (1.26%) Manufacturing
14 15 (1.18%) Pharmaceutical
15 14 (1.10%) Telecoms
16 13 (1.03%) Games
17 10 (0.79%) Publishing
18 9 (0.71%) Agriculture
Job Titles
1 467 (36.83%) Data Scientist
2 293 (23.11%) Senior
3 219 (17.27%) Senior Data Scientist
4 158 (12.46%) Lead
5 156 (12.30%) Data Engineer
6 86 (6.78%) Developer
7 81 (6.39%) Software Engineer
8 71 (5.60%) Consultant
9 62 (4.89%) Lead Data Scientist
10 53 (4.18%) Analyst
11 41 (3.23%) Senior Data Engineer
12 38 (3.00%) Architect
13 34 (2.68%) Python Engineer
14 33 (2.60%) Data Analyst
15 31 (2.44%) Artificial Intelligence Engineer
15 31 (2.44%) Research Scientist
15 31 (2.44%) Systems Engineer
16 30 (2.37%) Artificial Intelligence Consultant
16 30 (2.37%) Scala Engineer
17 28 (2.21%) Product Specialist
Libraries, Frameworks & Software Standards
1 162 (12.78%) PyTorch
2 120 (9.46%) TensorFlow
3 73 (5.76%) scikit-learn
4 57 (4.50%) Kafka
5 53 (4.18%) LangChain
6 46 (3.63%) gRPC
7 44 (3.47%) PySpark
8 34 (2.68%) Pandas
9 33 (2.60%) React
10 31 (2.44%) LlamaIndex
11 29 (2.29%) Hugging Face
12 25 (1.97%) pgvector
13 24 (1.89%) RESTful
14 21 (1.66%) REST
15 19 (1.50%) Django
16 18 (1.42%) FastAPI
16 18 (1.42%) NumPy
17 17 (1.34%) HTML
18 15 (1.18%) CSS
18 15 (1.18%) Node.js
Miscellaneous
1 109 (8.60%) Algorithms
2 72 (5.68%) Distributed Systems
3 70 (5.52%) Video\Live Streaming
4 68 (5.36%) Cloud Native
5 55 (4.34%) Over-the-Top Content
6 50 (3.94%) Product Ownership
7 34 (2.68%) Data Structures
8 32 (2.52%) Clustering
9 30 (2.37%) AI Agents
10 29 (2.29%) Life Science
11 27 (2.13%) Social Media
12 26 (2.05%) Public Cloud
13 20 (1.58%) Management Information System
14 17 (1.34%) Greenfield Project
15 13 (1.03%) Enterprise Software
15 13 (1.03%) Onboarding
16 11 (0.87%) e-Learning
16 11 (0.87%) Low-Code
17 10 (0.79%) Virtual Team
18 9 (0.71%) Hackathon
Operating Systems
1 20 (1.58%) Linux
2 8 (0.63%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 595 (46.92%) AI
2 585 (46.14%) Machine Learning
3 479 (37.78%) Analytics
4 236 (18.61%) CI/CD
5 231 (18.22%) Data Engineering
6 223 (17.59%) Problem-Solving
7 219 (17.27%) Software Engineering
8 216 (17.03%) Agile
9 206 (16.25%) Decision-Making
10 199 (15.69%) Data Pipeline
11 196 (15.46%) Mentoring
12 187 (14.75%) Business Intelligence
13 179 (14.12%) Generative AI
14 173 (13.64%) Roadmaps
15 168 (13.25%) MLOps
16 164 (12.93%) Data Modelling
17 146 (11.51%) Use Case
18 140 (11.04%) Computer Science
18 140 (11.04%) ETL
19 131 (10.33%) Visualisation
Programming Languages
1 651 (51.34%) Python
2 325 (25.63%) SQL
3 91 (7.18%) Scala
4 75 (5.91%) Java
5 59 (4.65%) Go
6 56 (4.42%) R
7 38 (3.00%) C++
8 37 (2.92%) JavaScript
9 22 (1.74%) C#
10 19 (1.50%) VBA
11 15 (1.18%) TypeScript
12 14 (1.10%) C
13 13 (1.03%) Bash
14 10 (0.79%) Bicep
15 8 (0.63%) Julia
16 7 (0.55%) T-SQL
17 5 (0.39%) Data Analysis Expressions
17 5 (0.39%) PowerShell
17 5 (0.39%) Rust
18 4 (0.32%) Groovy
Qualifications
1 279 (22.00%) Degree
2 136 (10.73%) Security Cleared
3 78 (6.15%) Master's Degree
4 67 (5.28%) DV Cleared
5 61 (4.81%) SC Cleared
6 60 (4.73%) PhD
7 43 (3.39%) Computer Science Degree
8 32 (2.52%) DBS Check
9 24 (1.89%) Azure Certification
10 10 (0.79%) Microsoft Certification
11 8 (0.63%) MBA
11 8 (0.63%) Postgraduate
12 7 (0.55%) APMP
13 6 (0.47%) AWS Certification
13 6 (0.47%) BPSS Clearance
14 4 (0.32%) SnowPro
15 3 (0.24%) CISSP
15 3 (0.24%) Numerate Degree
16 2 (0.16%) GIAC
16 2 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 130 (10.25%) Data Quality
2 44 (3.47%) Accessibility
2 44 (3.47%) GDPR
3 39 (3.08%) QA
4 24 (1.89%) California Consumer Privacy Act
5 7 (0.55%) Actionable Recommendations
6 6 (0.47%) GxP
6 6 (0.47%) ISO/IEC 27001
7 3 (0.24%) PERC
8 2 (0.16%) DICOM
8 2 (0.16%) HL7
8 2 (0.16%) IFRS
8 2 (0.16%) IFRS 17
8 2 (0.16%) Solvency II
9 1 (0.079%) GRC
System Software
1 111 (8.75%) 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 (5.21%) Kubernetes
2 53 (4.18%) 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
6 1 (0.079%) Hadoop YARN
Vendors
1 161 (12.70%) Databricks
2 68 (5.36%) Google
3 66 (5.21%) Microsoft
4 48 (3.79%) Dell
5 45 (3.55%) Typelevel
6 26 (2.05%) Informatica
7 25 (1.97%) Teradata
8 24 (1.89%) Denodo
9 23 (1.81%) Cloudera
9 23 (1.81%) OpenAI
10 18 (1.42%) Cisco
11 15 (1.18%) Salesforce
12 9 (0.71%) Oracle
13 8 (0.63%) Palantir
14 7 (0.55%) ServiceNow
15 5 (0.39%) Foundry
16 4 (0.32%) Workday
17 3 (0.24%) Braze
17 3 (0.24%) Confluent
17 3 (0.24%) CrowdStrike