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

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 145 140 128
Rank change year-on-year -5 -12 -48
Permanent jobs citing Data Science 1,256 1,090 2,227
As % of all permanent jobs in the UK 1.37% 2.46% 2.11%
As % of the Processes & Methodologies category 1.88% 2.66% 2.56%
Number of salaries quoted 696 504 1,235
10th Percentile £43,750 £42,500 £41,250
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,246 £65,000
Median % change year-on-year -3.11% +11.15% -7.14%
75th Percentile £88,750 £95,000 £90,000
90th Percentile £100,000 £115,000 £112,500
UK excluding London median annual salary £65,000 £63,652 £55,000
% change year-on-year +2.12% +15.73% -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 66,949 41,023 87,141
As % of all permanent jobs advertised in the UK 72.83% 92.72% 82.59%
Number of salaries quoted 45,661 21,815 61,905
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,055 £50,000
% change year-on-year +4.89% +0.11% -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 9 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 9 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 +4 1,173 £70,000 -3.45% 689
UK excluding London -10 596 £65,000 +2.12% 483
London -10 565 £80,000 -3.03% 364
Work from Home +41 438 £66,720 +1.38% 343
North of England +37 164 £70,000 +21.74% 137
South East -50 132 £70,000 +21.74% 159
North West +75 121 £75,000 +33.33% 75
South West -26 120 £60,000 -14.29% 61
Midlands +28 118 £60,000 +4.35% 51
East Midlands +24 73 £65,000 +62.50% 29
East of England +11 47 £86,725 +10.66% 40
West Midlands -14 45 £45,000 -24.53% 22
Yorkshire -38 34 £53,750 -15.56% 46
Scotland -30 9 £75,000 +7.14% 23
North East -39 9 £77,500 +35.37% 16
Northern Ireland -38 3 - - 12
Wales -41 3 £39,511 -50.61% 14

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 90 (7.17%) Apache Spark
2 69 (5.49%) Apache Airflow
3 26 (2.07%) Apache
4 22 (1.75%) ArcGIS
5 17 (1.35%) SAS
6 15 (1.19%) SharePoint
7 14 (1.11%) Jupyter
8 6 (0.48%) Confluence
9 5 (0.40%) GeoServer
9 5 (0.40%) IIS
10 3 (0.24%) CMS
11 2 (0.16%) Apache Pulsar
11 2 (0.16%) Apache Superset
11 2 (0.16%) ColdFusion
12 1 (0.080%) Palantir Foundry
12 1 (0.080%) WordPress
Applications
1 36 (2.87%) Microsoft Excel
2 6 (0.48%) Chatbot
3 5 (0.40%) 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 (0.080%) Trello
Business Applications
1 4 (0.32%) Salesforce CRM
2 1 (0.080%) Dynamics CRM
2 1 (0.080%) FIS Private Capital Suite
2 1 (0.080%) HFM
2 1 (0.080%) Oracle EBS
2 1 (0.080%) Oracle ERP
Cloud Services
1 329 (26.19%) AWS
2 296 (23.57%) Azure
3 207 (16.48%) GCP
4 131 (10.43%) Power Platform
5 83 (6.61%) Snowflake
6 52 (4.14%) dbt
7 47 (3.74%) Azure Synapse Analytics
8 41 (3.26%) Azure Machine Learning
9 39 (3.11%) Azure Data Factory
10 37 (2.95%) SaaS
11 32 (2.55%) Serverless
12 27 (2.15%) Azure DevOps
13 24 (1.91%) Amazon S3
14 23 (1.83%) AWS Lambda
15 17 (1.35%) Dagster
16 16 (1.27%) GitHub
17 15 (1.19%) Amazon SageMaker
17 15 (1.19%) Vertex AI
18 13 (1.04%) Azure AI
19 11 (0.88%) Microsoft 365
Communications & Networking
1 98 (7.80%) Broadband
2 11 (0.88%) 4G
2 11 (0.88%) BGP
2 11 (0.88%) Cisco IOS
2 11 (0.88%) Ethernet VPN
2 11 (0.88%) IOS XR
2 11 (0.88%) 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 (0.080%) Kerberos
7 1 (0.080%) LTE
7 1 (0.080%) MQTT
7 1 (0.080%) SMS
7 1 (0.080%) TCP/IP
7 1 (0.080%) Wi-Fi
7 1 (0.080%) Wireless
Database & Business Intelligence
1 126 (10.03%) Power BI
2 125 (9.95%) Data Warehouse
3 86 (6.85%) Data Lake
4 83 (6.61%) Tableau
5 68 (5.41%) BigQuery
6 64 (5.10%) Amazon Redshift
7 59 (4.70%) Elasticsearch
8 53 (4.22%) Looker
9 50 (3.98%) NoSQL
10 46 (3.66%) Metadata
11 39 (3.11%) Big Data
12 37 (2.95%) GIS
13 36 (2.87%) MongoDB
14 35 (2.79%) PostgreSQL
15 28 (2.23%) Relational Database
16 26 (2.07%) Delta Lake
16 26 (2.07%) QGIS
17 24 (1.91%) Snowflake Schema
18 22 (1.75%) Spatial Data
19 18 (1.43%) MySQL
Development Applications
1 92 (7.32%) Git
2 55 (4.38%) MLflow
3 13 (1.04%) JIRA
4 12 (0.96%) GitLab
5 11 (0.88%) Jenkins
6 4 (0.32%) Selenium
7 3 (0.24%) Visual Studio Code
8 2 (0.16%) Claude Code
8 2 (0.16%) JUnit
9 1 (0.080%) Bitbucket
General
1 245 (19.51%) Social Skills
2 239 (19.03%) Analytical Skills
3 234 (18.63%) Finance
4 100 (7.96%) Inclusion and Diversity
5 74 (5.89%) Marketing
6 56 (4.46%) Retail
7 51 (4.06%) Banking
8 50 (3.98%) Public Sector
9 37 (2.95%) Law
10 25 (1.99%) Advertising
11 23 (1.83%) Legal
12 22 (1.75%) Pharmaceutical
13 21 (1.67%) Organisational Skills
14 19 (1.51%) Financial Institution
15 16 (1.27%) Manufacturing
16 15 (1.19%) Influencing Skills
16 15 (1.19%) Telecoms
17 13 (1.04%) Games
18 11 (0.88%) Agriculture
19 10 (0.80%) Publishing
Job Titles
1 454 (36.15%) Data Scientist
2 297 (23.65%) Senior
3 214 (17.04%) Senior Data Scientist
4 161 (12.82%) Data Engineer
5 154 (12.26%) Lead
6 82 (6.53%) Software Engineer
7 79 (6.29%) Developer
8 70 (5.57%) Consultant
9 58 (4.62%) Lead Data Scientist
10 51 (4.06%) Analyst
11 42 (3.34%) Senior Data Engineer
12 34 (2.71%) Python Engineer
13 33 (2.63%) Artificial Intelligence Consultant
14 32 (2.55%) Architect
14 32 (2.55%) Data Analyst
15 31 (2.47%) Systems Engineer
16 30 (2.39%) Research Scientist
16 30 (2.39%) Scala Engineer
17 29 (2.31%) Artificial Intelligence Engineer
18 28 (2.23%) Data Consultant
Libraries, Frameworks & Software Standards
1 157 (12.50%) PyTorch
2 119 (9.47%) TensorFlow
3 69 (5.49%) scikit-learn
4 54 (4.30%) Kafka
5 52 (4.14%) LangChain
6 47 (3.74%) gRPC
7 42 (3.34%) PySpark
8 35 (2.79%) React
9 34 (2.71%) Pandas
10 30 (2.39%) LlamaIndex
11 26 (2.07%) Hugging Face
12 25 (1.99%) pgvector
13 24 (1.91%) RESTful
14 21 (1.67%) REST
15 19 (1.51%) Django
16 18 (1.43%) FastAPI
17 16 (1.27%) CSS
17 16 (1.27%) HTML
17 16 (1.27%) NumPy
18 14 (1.11%) .NET
Miscellaneous
1 115 (9.16%) Algorithms
2 73 (5.81%) Distributed Systems
3 69 (5.49%) Video\Live Streaming
4 61 (4.86%) Cloud Native
5 54 (4.30%) Over-the-Top Content
6 50 (3.98%) Product Ownership
7 35 (2.79%) Life Science
8 34 (2.71%) Data Structures
9 33 (2.63%) Clustering
10 28 (2.23%) AI Agents
10 28 (2.23%) Social Media
11 26 (2.07%) Public Cloud
12 23 (1.83%) Management Information System
13 18 (1.43%) Enterprise Software
14 17 (1.35%) Greenfield Project
15 13 (1.04%) Onboarding
16 11 (0.88%) Low-Code
17 10 (0.80%) e-Learning
17 10 (0.80%) Virtual Team
18 9 (0.72%) Hackathon
Operating Systems
1 16 (1.27%) Linux
2 6 (0.48%) Windows
3 2 (0.16%) Unix
4 1 (0.080%) Embedded Linux
Processes & Methodologies
1 583 (46.42%) AI
1 583 (46.42%) Machine Learning
2 492 (39.17%) Analytics
3 235 (18.71%) Problem-Solving
4 231 (18.39%) Data Engineering
5 230 (18.31%) CI/CD
6 225 (17.91%) Agile
7 223 (17.75%) Decision-Making
8 209 (16.64%) Software Engineering
9 199 (15.84%) Data Pipeline
10 190 (15.13%) Business Intelligence
11 186 (14.81%) Mentoring
12 168 (13.38%) Roadmaps
13 166 (13.22%) Generative AI
14 165 (13.14%) Data Modelling
15 161 (12.82%) MLOps
16 147 (11.70%) Computer Science
17 146 (11.62%) Use Case
18 143 (11.39%) ETL
19 141 (11.23%) Visualisation
Programming Languages
1 656 (52.23%) Python
2 328 (26.11%) SQL
3 96 (7.64%) Scala
4 80 (6.37%) Java
5 66 (5.25%) R
6 63 (5.02%) Go
7 34 (2.71%) JavaScript
8 33 (2.63%) C++
9 22 (1.75%) C#
10 17 (1.35%) VBA
11 15 (1.19%) Bash
12 14 (1.11%) TypeScript
13 13 (1.04%) C
14 8 (0.64%) Julia
15 7 (0.56%) Bicep
15 7 (0.56%) T-SQL
16 6 (0.48%) PowerShell
17 5 (0.40%) Data Analysis Expressions
17 5 (0.40%) Rust
18 4 (0.32%) Groovy
Qualifications
1 291 (23.17%) Degree
2 131 (10.43%) Security Cleared
3 88 (7.01%) Master's Degree
4 69 (5.49%) DV Cleared
5 61 (4.86%) PhD
6 55 (4.38%) SC Cleared
7 43 (3.42%) Computer Science Degree
8 32 (2.55%) DBS Check
9 18 (1.43%) Azure Certification
10 12 (0.96%) MBA
11 8 (0.64%) Microsoft Certification
11 8 (0.64%) Postgraduate
12 7 (0.56%) APMP
13 6 (0.48%) BPSS Clearance
14 3 (0.24%) AWS Certification
14 3 (0.24%) CISSP
14 3 (0.24%) Numerate Degree
15 2 (0.16%) CompTIA Security+
15 2 (0.16%) Oracle Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 129 (10.27%) Data Quality
2 46 (3.66%) Accessibility
3 45 (3.58%) GDPR
4 39 (3.11%) QA
5 24 (1.91%) California Consumer Privacy Act
6 11 (0.88%) Actionable Recommendations
7 9 (0.72%) 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 (0.080%) 21 CFR Part 11
11 1 (0.080%) GRC
11 1 (0.080%) NCSC
11 1 (0.080%) NIST
System Software
1 114 (9.08%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.080%) Virtual Desktop
Systems Management
1 66 (5.25%) Kubernetes
2 49 (3.90%) Terraform
3 12 (0.96%) 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
1 162 (12.90%) Databricks
2 64 (5.10%) Google
3 61 (4.86%) 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 17 (1.35%) Salesforce
12 10 (0.80%) Palantir
13 8 (0.64%) Oracle
14 7 (0.56%) ServiceNow
15 6 (0.48%) Foundry
16 5 (0.40%) BT
17 4 (0.32%) Fortinet
17 4 (0.32%) Palo Alto
17 4 (0.32%) Workday