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

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 152 138 122
Rank change year-on-year -14 -16 -44
Permanent jobs citing Data Science 1,234 1,065 2,234
As % of all permanent jobs in the UK 1.32% 2.45% 2.18%
As % of the Processes & Methodologies category 1.79% 2.63% 2.62%
Number of salaries quoted 677 501 1,247
10th Percentile £44,800 £42,500 £41,250
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £71,991 £65,000
Median % change year-on-year -2.77% +10.76% -7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £100,000 £115,000 £112,500
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 68,780 40,561 85,340
As % of all permanent jobs advertised in the UK 73.82% 93.18% 83.19%
Number of salaries quoted 44,959 21,364 61,218
10th Percentile £30,000 £29,500 £29,250
25th Percentile £41,000 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.69%
75th Percentile £78,750 £77,750 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,967 £50,000
% change year-on-year +3.01% +1.93% -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 3 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 3 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 -5 1,150 £70,000 -2.77% 1,062
UK excluding London -10 582 £65,000 +4.00% 592
London -2 555 £80,000 -3.03% 619
Work from Home +45 433 £66,720 +2.65% 482
North of England +29 157 £70,000 +21.74% 156
South East -50 134 £70,000 +21.74% 186
South West -41 119 £60,000 -14.29% 72
North West +60 115 £75,000 +36.36% 99
Midlands +10 110 £61,250 +6.58% 76
East Midlands +29 71 £65,000 +62.50% 46
East of England -1 47 £86,725 +10.66% 50
West Midlands -38 39 £55,000 -6.38% 30
Yorkshire -45 34 £53,750 -15.56% 38
Scotland -35 9 £75,000 +7.14% 32
North East -43 8 £80,000 +39.74% 19
Northern Ireland -38 3 - - 22
Wales -43 3 £39,511 -50.61% 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 89 (7.21%) 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 14 (1.13%) 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 2 (0.16%) ColdFusion
11 1 (0.081%) Apache Pulsar
11 1 (0.081%) Palantir Foundry
11 1 (0.081%) WordPress
Applications
1 38 (3.08%) Microsoft Excel
2 7 (0.57%) 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
1 326 (26.42%) AWS
2 296 (23.99%) Azure
3 207 (16.77%) GCP
4 134 (10.86%) Power Platform
5 83 (6.73%) Snowflake
6 53 (4.29%) dbt
7 46 (3.73%) Azure Synapse Analytics
8 43 (3.48%) Azure Machine Learning
9 38 (3.08%) Azure Data Factory
10 37 (3.00%) SaaS
11 31 (2.51%) Serverless
12 27 (2.19%) Azure DevOps
13 23 (1.86%) Amazon S3
14 22 (1.78%) AWS Lambda
15 17 (1.38%) Dagster
16 15 (1.22%) Amazon SageMaker
16 15 (1.22%) Azure AI
16 15 (1.22%) Vertex AI
17 14 (1.13%) GitHub
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%) Tactical Data Link
7 1 (0.081%) Kerberos
7 1 (0.081%) LTE
7 1 (0.081%) MQTT
7 1 (0.081%) SMS
7 1 (0.081%) TCP/IP
7 1 (0.081%) Wi-Fi
7 1 (0.081%) Wireless
Database & Business Intelligence
1 128 (10.37%) Power BI
2 127 (10.29%) Data Warehouse
3 86 (6.97%) Data Lake
4 82 (6.65%) Tableau
5 70 (5.67%) BigQuery
6 64 (5.19%) Amazon Redshift
7 60 (4.86%) Elasticsearch
8 51 (4.13%) Looker
9 48 (3.89%) NoSQL
10 45 (3.65%) Metadata
11 39 (3.16%) Big Data
12 37 (3.00%) GIS
13 34 (2.76%) MongoDB
13 34 (2.76%) PostgreSQL
14 28 (2.27%) Relational Database
15 26 (2.11%) QGIS
16 25 (2.03%) Delta Lake
17 24 (1.94%) Snowflake Schema
18 22 (1.78%) Spatial Data
19 19 (1.54%) SQL Server
Development Applications
1 90 (7.29%) Git
2 54 (4.38%) 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
1 241 (19.53%) Social Skills
2 238 (19.29%) Analytical Skills
3 236 (19.12%) Finance
4 98 (7.94%) Inclusion and Diversity
5 69 (5.59%) Marketing
6 56 (4.54%) Retail
7 49 (3.97%) Banking
7 49 (3.97%) Public Sector
8 36 (2.92%) Law
9 26 (2.11%) Advertising
10 24 (1.94%) Pharmaceutical
11 23 (1.86%) Legal
12 19 (1.54%) Organisational Skills
13 18 (1.46%) Financial Institution
14 15 (1.22%) Manufacturing
15 14 (1.13%) Influencing Skills
15 14 (1.13%) Telecoms
16 13 (1.05%) Games
17 11 (0.89%) Agriculture
18 10 (0.81%) Publishing
Job Titles
1 442 (35.82%) Data Scientist
2 294 (23.82%) Senior
3 211 (17.10%) Senior Data Scientist
4 160 (12.97%) Data Engineer
5 154 (12.48%) Lead
6 82 (6.65%) Software Engineer
7 80 (6.48%) Developer
8 71 (5.75%) Consultant
9 59 (4.78%) Lead Data Scientist
10 50 (4.05%) Analyst
11 42 (3.40%) Senior Data Engineer
12 33 (2.67%) Artificial Intelligence Consultant
12 33 (2.67%) Python Engineer
13 32 (2.59%) Data Analyst
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%) Data Consultant
17 28 (2.27%) Product Specialist
Libraries, Frameworks & Software Standards
1 153 (12.40%) PyTorch
2 115 (9.32%) TensorFlow
3 66 (5.35%) scikit-learn
4 52 (4.21%) Kafka
5 51 (4.13%) LangChain
6 47 (3.81%) gRPC
7 41 (3.32%) PySpark
8 36 (2.92%) React
9 33 (2.67%) Pandas
10 30 (2.43%) LlamaIndex
11 26 (2.11%) Hugging Face
12 25 (2.03%) pgvector
12 25 (2.03%) RESTful
13 20 (1.62%) Django
13 20 (1.62%) REST
14 17 (1.38%) FastAPI
15 16 (1.30%) CSS
15 16 (1.30%) HTML
16 15 (1.22%) NumPy
17 14 (1.13%) .NET
Miscellaneous
1 114 (9.24%) Algorithms
2 70 (5.67%) Distributed Systems
3 68 (5.51%) Video\Live Streaming
4 58 (4.70%) Cloud Native
5 53 (4.29%) Over-the-Top Content
6 47 (3.81%) Product Ownership
7 37 (3.00%) 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%) Public Cloud
12 23 (1.86%) Management Information System
13 19 (1.54%) Greenfield Project
14 18 (1.46%) Enterprise Software
15 14 (1.13%) Onboarding
16 11 (0.89%) Low-Code
17 10 (0.81%) Virtual Team
18 9 (0.73%) e-Learning
18 9 (0.73%) Hackathon
Operating Systems
1 14 (1.13%) Linux
2 6 (0.49%) Windows
3 2 (0.16%) Unix
Processes & Methodologies
1 577 (46.76%) AI
2 576 (46.68%) Machine Learning
3 492 (39.87%) Analytics
4 234 (18.96%) Problem-Solving
5 230 (18.64%) Data Engineering
6 226 (18.31%) Agile
7 225 (18.23%) CI/CD
8 221 (17.91%) Decision-Making
9 206 (16.69%) Software Engineering
10 196 (15.88%) Data Pipeline
11 187 (15.15%) Business Intelligence
12 184 (14.91%) Mentoring
13 167 (13.53%) Roadmaps
14 164 (13.29%) Data Modelling
15 159 (12.88%) Generative AI
16 155 (12.56%) MLOps
17 148 (11.99%) Computer Science
18 145 (11.75%) Use Case
18 145 (11.75%) Visualisation
19 144 (11.67%) ETL
Programming Languages
1 651 (52.76%) Python
2 326 (26.42%) SQL
3 95 (7.70%) Scala
4 79 (6.40%) Java
5 67 (5.43%) R
6 63 (5.11%) Go
7 33 (2.67%) JavaScript
8 31 (2.51%) C++
9 22 (1.78%) C#
10 18 (1.46%) VBA
11 15 (1.22%) Bash
11 15 (1.22%) TypeScript
12 13 (1.05%) C
13 8 (0.65%) Julia
14 7 (0.57%) T-SQL
15 6 (0.49%) Bicep
15 6 (0.49%) PowerShell
16 5 (0.41%) Data Analysis Expressions
16 5 (0.41%) Rust
17 4 (0.32%) Groovy
Qualifications
1 290 (23.50%) Degree
2 131 (10.62%) Security Cleared
3 89 (7.21%) Master's Degree
4 69 (5.59%) DV Cleared
5 61 (4.94%) PhD
6 55 (4.46%) SC Cleared
7 44 (3.57%) Computer Science Degree
8 32 (2.59%) DBS Check
9 17 (1.38%) Azure Certification
10 13 (1.05%) MBA
11 8 (0.65%) APMP
11 8 (0.65%) Postgraduate
12 7 (0.57%) Microsoft Certification
13 6 (0.49%) BPSS Clearance
14 3 (0.24%) AWS Certification
14 3 (0.24%) CISSP
14 3 (0.24%) Numerate Degree
15 2 (0.16%) GIAC
15 2 (0.16%) Oracle Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 131 (10.62%) Data Quality
2 47 (3.81%) Accessibility
3 46 (3.73%) GDPR
4 39 (3.16%) QA
5 25 (2.03%) California Consumer Privacy Act
6 11 (0.89%) Actionable Recommendations
6 11 (0.89%) GxP
7 5 (0.41%) 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 (0.081%) 21 CFR Part 11
10 1 (0.081%) GRC
10 1 (0.081%) NCSC
10 1 (0.081%) NIST
System Software
1 112 (9.08%) 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 64 (5.19%) Kubernetes
2 45 (3.65%) 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
1 159 (12.88%) Databricks
2 64 (5.19%) Google
3 59 (4.78%) Microsoft
4 48 (3.89%) Dell
5 45 (3.65%) Typelevel
6 26 (2.11%) Informatica
7 25 (2.03%) Teradata
8 24 (1.94%) Denodo
9 23 (1.86%) Cloudera
9 23 (1.86%) OpenAI
10 19 (1.54%) Cisco
11 17 (1.38%) Salesforce
12 10 (0.81%) Palantir
13 8 (0.65%) Foundry
13 8 (0.65%) Oracle
14 7 (0.57%) ServiceNow
15 5 (0.41%) BT
16 4 (0.32%) Fortinet
16 4 (0.32%) Palo Alto
16 4 (0.32%) Workday