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

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 153 138 118
Rank change year-on-year -15 -20 -40
Permanent jobs citing Data Science 1,234 1,060 2,242
As % of all permanent jobs in the UK 1.33% 2.44% 2.23%
As % of the Processes & Methodologies category 1.79% 2.62% 2.66%
Number of salaries quoted 677 506 1,258
10th Percentile £45,000 £42,500 £41,775
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £71,266 £65,000
Median % change year-on-year -1.78% +9.64% -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 £62,500 £55,000
% change year-on-year +4.00% +13.64% -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 68,833 40,438 84,237
As % of all permanent jobs advertised in the UK 73.92% 93.25% 83.74%
Number of salaries quoted 44,981 21,310 60,621
10th Percentile £30,000 £29,750 £29,200
25th Percentile £41,000 £40,871 £39,885
Median annual salary (50th Percentile) £60,000 £57,610 £55,000
Median % change year-on-year +4.15% +4.75% -9.69%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% -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 30 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 30 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 -9 1,150 £70,000 -2.77% 855
UK excluding London -20 576 £65,000 +4.00% 516
London -5 560 £80,000 -3.03% 501
Work from Home +33 424 £66,720 +2.65% 328
North of England +11 158 £70,000 +21.74% 140
South East -37 137 £70,000 +21.74% 159
South West -37 117 £60,000 -14.29% 57
North West +61 116 £75,000 +36.36% 85
Midlands +1 102 £60,000 +4.41% 76
East Midlands +19 62 £65,000 +62.50% 46
East of England +3 47 £86,725 +10.66% 43
West Midlands -33 40 £55,000 -6.38% 30
Yorkshire -44 34 £53,750 -15.56% 37
Scotland -33 9 £75,000 +7.14% 29
North East -40 8 £80,000 +39.74% 18
Wales -35 3 £39,511 -50.61% 14
Northern Ireland -40 3 - - 11

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 (7.54%) Apache Spark
2 70 (5.67%) Apache Airflow
3 27 (2.19%) Apache
4 22 (1.78%) ArcGIS
5 17 (1.38%) SAS
6 16 (1.30%) SharePoint
7 15 (1.22%) Jupyter
8 5 (0.41%) Confluence
8 5 (0.41%) GeoServer
8 5 (0.41%) IIS
9 3 (0.24%) Apache Superset
9 3 (0.24%) CMS
10 1 (0.081%) Apache Pulsar
10 1 (0.081%) ColdFusion
10 1 (0.081%) Palantir Foundry
10 1 (0.081%) WordPress
Applications
1 38 (3.08%) Microsoft Excel
2 8 (0.65%) Chatbot
3 5 (0.41%) Microsoft Project
4 3 (0.24%) Microsoft PowerPoint
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) SPSS
6 1 (0.081%) Trello
Business Applications
1 4 (0.32%) Salesforce CRM
2 1 (0.081%) Dynamics CRM
2 1 (0.081%) FIS Private Capital Suite
2 1 (0.081%) HFM
2 1 (0.081%) Oracle EBS
2 1 (0.081%) Oracle ERP
Cloud Services
1 331 (26.82%) AWS
2 304 (24.64%) Azure
3 212 (17.18%) GCP
4 134 (10.86%) Power Platform
5 83 (6.73%) Snowflake
6 53 (4.29%) dbt
7 48 (3.89%) Azure Synapse Analytics
8 46 (3.73%) Azure Machine Learning
9 40 (3.24%) Azure Data Factory
10 37 (3.00%) SaaS
11 31 (2.51%) Serverless
12 30 (2.43%) Azure DevOps
13 23 (1.86%) Amazon S3
14 22 (1.78%) AWS Lambda
15 17 (1.38%) Dagster
16 16 (1.30%) Amazon SageMaker
16 16 (1.30%) Azure AI
16 16 (1.30%) GitHub
17 15 (1.22%) Vertex AI
18 12 (0.97%) Microsoft 365
Communications & Networking
1 97 (7.86%) Broadband
2 11 (0.89%) 4G
2 11 (0.89%) BGP
2 11 (0.89%) Cisco IOS
2 11 (0.89%) Ethernet VPN
2 11 (0.89%) IOS XR
2 11 (0.89%) MPLS
3 6 (0.49%) 5G
4 5 (0.41%) Internet
4 5 (0.41%) Software-Defined Radio
5 4 (0.32%) 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 (0.081%) Kerberos
7 1 (0.081%) LTE
7 1 (0.081%) TCAP
7 1 (0.081%) Wi-Fi
7 1 (0.081%) Wireless
Database & Business Intelligence
1 130 (10.53%) Data Warehouse
2 128 (10.37%) Power BI
3 88 (7.13%) Data Lake
4 82 (6.65%) Tableau
5 70 (5.67%) BigQuery
6 64 (5.19%) Amazon Redshift
7 60 (4.86%) Elasticsearch
8 52 (4.21%) NoSQL
9 50 (4.05%) Looker
10 45 (3.65%) Metadata
11 42 (3.40%) Big Data
12 37 (3.00%) GIS
12 37 (3.00%) MongoDB
12 37 (3.00%) PostgreSQL
13 31 (2.51%) Relational Database
14 27 (2.19%) Delta Lake
15 26 (2.11%) QGIS
16 24 (1.94%) Snowflake Schema
17 22 (1.78%) Spatial Data
17 22 (1.78%) SQL Server
Development Applications
1 93 (7.54%) Git
2 58 (4.70%) MLflow
3 13 (1.05%) GitLab
4 11 (0.89%) Jenkins
4 11 (0.89%) JIRA
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 (0.081%) Bitbucket
General
1 248 (20.10%) Social Skills
2 245 (19.85%) Analytical Skills
3 235 (19.04%) Finance
4 99 (8.02%) Inclusion and Diversity
5 69 (5.59%) Marketing
6 56 (4.54%) Retail
7 50 (4.05%) Public Sector
8 45 (3.65%) Banking
9 40 (3.24%) Law
10 26 (2.11%) Advertising
11 25 (2.03%) Pharmaceutical
12 24 (1.94%) Legal
13 20 (1.62%) Organisational Skills
14 19 (1.54%) Financial Institution
15 15 (1.22%) Manufacturing
16 14 (1.13%) Influencing Skills
16 14 (1.13%) Telecoms
17 13 (1.05%) Games
18 11 (0.89%) Agriculture
19 10 (0.81%) Publishing
Job Titles
1 433 (35.09%) Data Scientist
2 296 (23.99%) Senior
3 206 (16.69%) Senior Data Scientist
4 163 (13.21%) Data Engineer
5 147 (11.91%) Lead
6 81 (6.56%) Software Engineer
7 72 (5.83%) Consultant
8 70 (5.67%) Developer
9 53 (4.29%) Lead Data Scientist
10 51 (4.13%) Analyst
11 42 (3.40%) Senior Data Engineer
12 33 (2.67%) Artificial Intelligence Consultant
12 33 (2.67%) Data Analyst
13 32 (2.59%) Python Engineer
14 31 (2.51%) Architect
14 31 (2.51%) Systems Engineer
15 30 (2.43%) Scala Engineer
16 29 (2.35%) Research Scientist
17 28 (2.27%) Artificial Intelligence Engineer
17 28 (2.27%) Data Consultant
Libraries, Frameworks & Software Standards
1 149 (12.07%) PyTorch
2 112 (9.08%) TensorFlow
3 67 (5.43%) scikit-learn
4 53 (4.29%) Kafka
5 51 (4.13%) LangChain
6 47 (3.81%) gRPC
7 44 (3.57%) PySpark
8 36 (2.92%) React
9 34 (2.76%) Pandas
10 30 (2.43%) LlamaIndex
11 25 (2.03%) pgvector
11 25 (2.03%) RESTful
12 22 (1.78%) REST
13 21 (1.70%) Hugging Face
14 20 (1.62%) Django
15 16 (1.30%) CSS
15 16 (1.30%) FastAPI
15 16 (1.30%) HTML
16 15 (1.22%) NumPy
17 14 (1.13%) Seaborn
Miscellaneous
1 113 (9.16%) Algorithms
2 73 (5.92%) Distributed Systems
3 68 (5.51%) Video\Live Streaming
4 57 (4.62%) Cloud Native
5 53 (4.29%) Over-the-Top Content
6 49 (3.97%) Product Ownership
7 39 (3.16%) Life Science
8 33 (2.67%) Clustering
8 33 (2.67%) Data Structures
9 28 (2.27%) Social Media
10 27 (2.19%) AI Agents
11 26 (2.11%) Management Information System
11 26 (2.11%) Public Cloud
12 19 (1.54%) Greenfield Project
13 18 (1.46%) Enterprise Software
14 14 (1.13%) Onboarding
15 11 (0.89%) Low-Code
16 10 (0.81%) Virtual Team
17 9 (0.73%) e-Learning
17 9 (0.73%) Hackathon
Operating Systems
1 13 (1.05%) Linux
2 5 (0.41%) Windows
3 2 (0.16%) Unix
Processes & Methodologies
1 575 (46.60%) AI
2 572 (46.35%) Machine Learning
3 504 (40.84%) Analytics
4 237 (19.21%) Problem-Solving
5 234 (18.96%) Data Engineering
6 231 (18.72%) CI/CD
7 228 (18.48%) Agile
8 223 (18.07%) Decision-Making
9 203 (16.45%) Data Pipeline
9 203 (16.45%) Software Engineering
10 190 (15.40%) Business Intelligence
11 179 (14.51%) Mentoring
12 170 (13.78%) Data Modelling
13 159 (12.88%) Roadmaps
14 158 (12.80%) Generative AI
15 156 (12.64%) MLOps
16 154 (12.48%) Computer Science
17 149 (12.07%) ETL
18 146 (11.83%) Use Case
19 145 (11.75%) Visualisation
Programming Languages
1 652 (52.84%) Python
2 330 (26.74%) SQL
3 97 (7.86%) Scala
4 85 (6.89%) Java
5 67 (5.43%) R
6 63 (5.11%) Go
7 32 (2.59%) C++
7 32 (2.59%) JavaScript
8 22 (1.78%) C#
9 18 (1.46%) VBA
10 15 (1.22%) Bash
10 15 (1.22%) TypeScript
11 13 (1.05%) C
12 8 (0.65%) Julia
13 7 (0.57%) 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 (0.32%) Groovy
Qualifications
1 297 (24.07%) Degree
2 133 (10.78%) Security Cleared
3 94 (7.62%) Master's Degree
4 70 (5.67%) DV Cleared
5 62 (5.02%) PhD
6 56 (4.54%) SC Cleared
7 47 (3.81%) Computer Science Degree
8 34 (2.76%) DBS Check
9 18 (1.46%) Azure Certification
10 14 (1.13%) MBA
11 8 (0.65%) APMP
11 8 (0.65%) Postgraduate
12 7 (0.57%) Microsoft Certification
13 6 (0.49%) BPSS Clearance
14 4 (0.32%) Numerate Degree
15 3 (0.24%) AWS Certification
15 3 (0.24%) CISSP
16 2 (0.16%) GIAC
16 2 (0.16%) Oracle Certification
16 2 (0.16%) SANS
Quality Assurance & Compliance
1 135 (10.94%) Data Quality
2 47 (3.81%) Accessibility
3 46 (3.73%) GDPR
4 40 (3.24%) QA
5 25 (2.03%) California Consumer Privacy Act
6 12 (0.97%) GxP
7 11 (0.89%) Actionable Recommendations
8 4 (0.32%) ISO/IEC 27001
9 3 (0.24%) PERC
10 2 (0.16%) 21 CFR Part 11
10 2 (0.16%) IFRS
10 2 (0.16%) IFRS 17
10 2 (0.16%) Solvency II
11 1 (0.081%) GRC
11 1 (0.081%) NCSC
11 1 (0.081%) NIST
System Software
1 116 (9.40%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.081%) Virtual Desktop
Systems Management
1 67 (5.43%) Kubernetes
2 48 (3.89%) Terraform
3 11 (0.89%) 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
1 163 (13.21%) Databricks
2 63 (5.11%) Google
3 60 (4.86%) Microsoft
4 48 (3.89%) Dell
5 45 (3.65%) Typelevel
6 29 (2.35%) Informatica
7 25 (2.03%) Teradata
8 24 (1.94%) Denodo
8 24 (1.94%) OpenAI
9 23 (1.86%) Cloudera
10 19 (1.54%) Cisco
11 17 (1.38%) Salesforce
12 11 (0.89%) Oracle
13 10 (0.81%) Palantir
14 8 (0.65%) Foundry
15 7 (0.57%) ServiceNow
16 5 (0.41%) BT
16 5 (0.41%) Talend
17 4 (0.32%) CrowdStrike
17 4 (0.32%) Fortinet