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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 149 139 124
Rank change year-on-year -10 -15 -46
Permanent jobs citing Data Science 1,239 1,072 2,223
As % of all permanent jobs in the UK 1.34% 2.45% 2.16%
As % of the Processes & Methodologies category 1.82% 2.63% 2.60%
Number of salaries quoted 678 503 1,235
10th Percentile £44,500 £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 £63,076 £55,000
% change year-on-year +3.05% +14.68% -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 68,040 40,758 85,662
As % of all permanent jobs advertised in the UK 73.42% 93.05% 83.05%
Number of salaries quoted 45,181 21,501 61,227
10th Percentile £30,000 £29,250 £29,250
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% -9.69%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,967 £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 5 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 5 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 -2 1,155 £70,000 -2.77% 1,162
UK excluding London -7 586 £65,000 +3.05% 652
London -7 557 £80,000 -3.03% 677
Work from Home +46 434 £66,720 +2.01% 467
North of England +23 161 £70,000 +21.74% 177
South East -57 134 £70,000 +21.74% 190
North West +61 119 £75,000 +36.36% 103
South West -36 118 £60,000 -14.29% 76
Midlands +11 111 £60,000 +4.47% 88
East Midlands +21 71 £65,000 +62.50% 53
East of England -4 47 £86,725 +10.66% 62
West Midlands -33 40 £55,000 -6.38% 35
Yorkshire -37 34 £53,750 -15.56% 54
Scotland -28 9 £75,000 +7.14% 38
North East -44 8 £80,000 +39.74% 20
Northern Ireland -37 3 - - 23
Wales -42 3 £39,511 -50.61% 16

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 (7.26%) Apache Spark
2 70 (5.65%) Apache Airflow
3 27 (2.18%) Apache
4 22 (1.78%) ArcGIS
5 17 (1.37%) SAS
6 15 (1.21%) SharePoint
7 14 (1.13%) Jupyter
8 6 (0.48%) Confluence
9 5 (0.40%) GeoServer
9 5 (0.40%) IIS
10 3 (0.24%) Apache Superset
10 3 (0.24%) CMS
11 2 (0.16%) ColdFusion
12 1 (0.081%) Apache Pulsar
12 1 (0.081%) Palantir Foundry
12 1 (0.081%) WordPress
Applications
1 37 (2.99%) 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 (0.081%) 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 (26.31%) AWS
2 295 (23.81%) Azure
3 207 (16.71%) GCP
4 129 (10.41%) Power Platform
5 84 (6.78%) Snowflake
6 53 (4.28%) dbt
7 47 (3.79%) Azure Synapse Analytics
8 41 (3.31%) Azure Machine Learning
9 39 (3.15%) Azure Data Factory
10 37 (2.99%) SaaS
11 31 (2.50%) Serverless
12 27 (2.18%) Azure DevOps
13 23 (1.86%) Amazon S3
14 22 (1.78%) AWS Lambda
15 17 (1.37%) Dagster
16 15 (1.21%) Amazon SageMaker
16 15 (1.21%) Azure AI
16 15 (1.21%) GitHub
16 15 (1.21%) Vertex AI
17 11 (0.89%) Microsoft 365
Communications & Networking
1 97 (7.83%) 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 (0.48%) 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 (0.081%) 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
1 126 (10.17%) Data Warehouse
2 124 (10.01%) Power BI
3 86 (6.94%) Data Lake
4 83 (6.70%) Tableau
5 68 (5.49%) BigQuery
6 65 (5.25%) Amazon Redshift
7 59 (4.76%) Elasticsearch
8 51 (4.12%) Looker
9 49 (3.95%) NoSQL
10 46 (3.71%) Metadata
11 39 (3.15%) Big Data
12 37 (2.99%) GIS
13 35 (2.82%) MongoDB
13 35 (2.82%) PostgreSQL
14 28 (2.26%) Relational Database
15 26 (2.10%) Delta Lake
15 26 (2.10%) QGIS
16 24 (1.94%) Snowflake Schema
17 22 (1.78%) Spatial Data
18 18 (1.45%) MySQL
Development Applications
1 91 (7.34%) Git
2 54 (4.36%) MLflow
3 13 (1.05%) GitLab
4 12 (0.97%) JIRA
5 11 (0.89%) 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 (0.081%) Bitbucket
General
1 240 (19.37%) Social Skills
2 237 (19.13%) Analytical Skills
3 236 (19.05%) Finance
4 98 (7.91%) Inclusion and Diversity
5 69 (5.57%) Marketing
6 56 (4.52%) Retail
7 51 (4.12%) Banking
8 49 (3.95%) Public Sector
9 37 (2.99%) Law
10 26 (2.10%) Advertising
11 24 (1.94%) Pharmaceutical
12 23 (1.86%) Legal
13 20 (1.61%) Organisational Skills
14 19 (1.53%) Financial Institution
15 16 (1.29%) 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
1 445 (35.92%) Data Scientist
2 295 (23.81%) Senior
3 213 (17.19%) Senior Data Scientist
4 160 (12.91%) Data Engineer
5 153 (12.35%) Lead
6 81 (6.54%) Software Engineer
7 80 (6.46%) Developer
8 70 (5.65%) Consultant
9 58 (4.68%) Lead Data Scientist
10 50 (4.04%) Analyst
11 42 (3.39%) Senior Data Engineer
12 33 (2.66%) Artificial Intelligence Consultant
12 33 (2.66%) Python Engineer
13 32 (2.58%) Architect
13 32 (2.58%) Data Analyst
14 31 (2.50%) Systems Engineer
15 30 (2.42%) Scala Engineer
16 29 (2.34%) Research Scientist
17 28 (2.26%) Artificial Intelligence Engineer
17 28 (2.26%) Data Consultant
Libraries, Frameworks & Software Standards
1 155 (12.51%) PyTorch
2 117 (9.44%) TensorFlow
3 69 (5.57%) scikit-learn
4 53 (4.28%) Kafka
5 52 (4.20%) LangChain
6 47 (3.79%) gRPC
7 42 (3.39%) PySpark
8 35 (2.82%) React
9 34 (2.74%) Pandas
10 30 (2.42%) LlamaIndex
11 26 (2.10%) Hugging Face
12 25 (2.02%) pgvector
13 24 (1.94%) RESTful
14 21 (1.69%) REST
15 19 (1.53%) Django
16 18 (1.45%) FastAPI
17 16 (1.29%) CSS
17 16 (1.29%) HTML
17 16 (1.29%) NumPy
18 14 (1.13%) .NET
Miscellaneous
1 112 (9.04%) Algorithms
2 71 (5.73%) Distributed Systems
3 68 (5.49%) Video\Live Streaming
4 60 (4.84%) Cloud Native
5 53 (4.28%) Over-the-Top Content
6 49 (3.95%) Product Ownership
7 37 (2.99%) Life Science
8 33 (2.66%) Clustering
8 33 (2.66%) Data Structures
9 28 (2.26%) AI Agents
9 28 (2.26%) Social Media
10 26 (2.10%) Public Cloud
11 23 (1.86%) Management Information System
12 18 (1.45%) Enterprise Software
13 17 (1.37%) Greenfield Project
14 14 (1.13%) Onboarding
15 11 (0.89%) Low-Code
16 10 (0.81%) e-Learning
16 10 (0.81%) Virtual Team
17 9 (0.73%) Hackathon
Operating Systems
1 14 (1.13%) Linux
2 6 (0.48%) Windows
3 2 (0.16%) Unix
Processes & Methodologies
1 580 (46.81%) AI
2 577 (46.57%) Machine Learning
3 490 (39.55%) Analytics
4 234 (18.89%) Problem-Solving
5 230 (18.56%) Data Engineering
6 228 (18.40%) CI/CD
7 226 (18.24%) Agile
8 220 (17.76%) Decision-Making
9 206 (16.63%) Software Engineering
10 196 (15.82%) Data Pipeline
11 187 (15.09%) Business Intelligence
12 183 (14.77%) Mentoring
13 169 (13.64%) Roadmaps
14 165 (13.32%) Data Modelling
15 162 (13.08%) Generative AI
16 157 (12.67%) MLOps
17 147 (11.86%) Computer Science
17 147 (11.86%) Use Case
18 142 (11.46%) ETL
19 141 (11.38%) Visualisation
Programming Languages
1 650 (52.46%) Python
2 326 (26.31%) SQL
3 96 (7.75%) Scala
4 80 (6.46%) Java
5 66 (5.33%) R
6 63 (5.08%) Go
7 33 (2.66%) JavaScript
8 32 (2.58%) C++
9 22 (1.78%) C#
10 17 (1.37%) VBA
11 15 (1.21%) Bash
12 14 (1.13%) TypeScript
13 13 (1.05%) C
14 8 (0.65%) 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
1 289 (23.33%) Degree
2 130 (10.49%) Security Cleared
3 89 (7.18%) Master's Degree
4 69 (5.57%) DV Cleared
5 62 (5.00%) PhD
6 54 (4.36%) SC Cleared
7 42 (3.39%) Computer Science Degree
8 32 (2.58%) DBS Check
9 18 (1.45%) Azure Certification
10 12 (0.97%) MBA
11 8 (0.65%) Microsoft Certification
11 8 (0.65%) 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%) GIAC
15 2 (0.16%) Oracle Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 129 (10.41%) Data Quality
2 46 (3.71%) Accessibility
3 45 (3.63%) GDPR
4 39 (3.15%) QA
5 24 (1.94%) California Consumer Privacy Act
6 11 (0.89%) Actionable Recommendations
6 11 (0.89%) GxP
7 5 (0.40%) 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
1 113 (9.12%) 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 65 (5.25%) Kubernetes
2 47 (3.79%) 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
1 160 (12.91%) Databricks
2 63 (5.08%) Google
3 62 (5.00%) Microsoft
4 48 (3.87%) Dell
5 45 (3.63%) Typelevel
6 26 (2.10%) Informatica
7 25 (2.02%) Teradata
8 24 (1.94%) Denodo
8 24 (1.94%) OpenAI
9 23 (1.86%) Cloudera
10 19 (1.53%) Cisco
11 17 (1.37%) Salesforce
12 10 (0.81%) Palantir
13 8 (0.65%) Foundry
13 8 (0.65%) Oracle
14 7 (0.56%) ServiceNow
15 5 (0.40%) BT
16 4 (0.32%) Fortinet
16 4 (0.32%) Palo Alto
16 4 (0.32%) Workday