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

6 months to
2 Jun 2026
Same period 2025 Same period 2024
Rank 154 136 121
Rank change year-on-year -18 -15 -43
Permanent jobs citing Data Science 1,232 1,074 2,233
As % of all permanent jobs in the UK 1.32% 2.46% 2.18%
As % of the Processes & Methodologies category 1.79% 2.63% 2.62%
Number of salaries quoted 678 504 1,247
10th Percentile £45,000 £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 68,751 40,768 85,185
As % of all permanent jobs advertised in the UK 73.84% 93.20% 83.29%
Number of salaries quoted 44,945 21,478 61,112
10th Percentile £30,000 £29,625 £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% -9.54%
75th Percentile £78,750 £78,750 £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 2 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 2 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 -10 1,148 £70,000 -2.77% 1,248
UK excluding London -19 578 £65,000 +4.00% 701
London -4 557 £80,000 -3.03% 744
Work from Home +34 427 £66,720 +2.65% 635
North of England +27 157 £70,000 +21.74% 155
South East -48 136 £70,000 +21.74% 226
South West -37 118 £60,000 -14.29% 91
North West +54 115 £75,000 +36.36% 97
Midlands +11 105 £60,000 +4.41% 88
East Midlands +14 65 £65,000 +62.50% 56
East of England +10 47 £86,725 +10.66% 90
West Midlands -27 40 £55,000 -6.38% 32
Yorkshire -40 34 £53,750 -15.56% 40
Scotland -33 9 £75,000 +7.14% 34
North East -37 8 £80,000 +39.74% 18
Wales -38 3 £39,511 -50.61% 13
Northern Ireland -40 3 - - 20

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 (7.31%) Apache Spark
2 70 (5.68%) Apache Airflow
3 27 (2.19%) Apache
4 22 (1.79%) ArcGIS
5 17 (1.38%) SAS
6 16 (1.30%) SharePoint
7 14 (1.14%) 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 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
1 328 (26.62%) AWS
2 301 (24.43%) Azure
3 209 (16.96%) GCP
4 134 (10.88%) Power Platform
5 83 (6.74%) Snowflake
6 53 (4.30%) dbt
7 48 (3.90%) Azure Synapse Analytics
8 45 (3.65%) Azure Machine Learning
9 40 (3.25%) Azure Data Factory
10 37 (3.00%) SaaS
11 31 (2.52%) Serverless
12 30 (2.44%) Azure DevOps
13 23 (1.87%) Amazon S3
14 22 (1.79%) AWS Lambda
15 17 (1.38%) Dagster
16 16 (1.30%) GitHub
17 15 (1.22%) Amazon SageMaker
17 15 (1.22%) Azure AI
17 15 (1.22%) Vertex AI
18 12 (0.97%) Microsoft 365
Communications & Networking
1 97 (7.87%) 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%) SMS
7 1 (0.081%) Wi-Fi
7 1 (0.081%) Wireless
Database & Business Intelligence
1 128 (10.39%) Data Warehouse
1 128 (10.39%) Power BI
2 88 (7.14%) Data Lake
3 82 (6.66%) Tableau
4 70 (5.68%) BigQuery
5 64 (5.19%) Amazon Redshift
6 60 (4.87%) Elasticsearch
7 51 (4.14%) Looker
8 49 (3.98%) NoSQL
9 45 (3.65%) Metadata
10 40 (3.25%) Big Data
11 37 (3.00%) GIS
12 35 (2.84%) MongoDB
12 35 (2.84%) PostgreSQL
13 29 (2.35%) Relational Database
14 27 (2.19%) Delta Lake
15 26 (2.11%) QGIS
16 24 (1.95%) Snowflake Schema
17 22 (1.79%) Spatial Data
18 20 (1.62%) SQL Server
Development Applications
1 93 (7.55%) Git
2 56 (4.55%) MLflow
3 13 (1.06%) 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
1 243 (19.72%) Social Skills
2 241 (19.56%) Analytical Skills
3 232 (18.83%) Finance
4 98 (7.95%) Inclusion and Diversity
5 69 (5.60%) Marketing
6 56 (4.55%) Retail
7 49 (3.98%) Public Sector
8 45 (3.65%) Banking
9 38 (3.08%) Law
10 26 (2.11%) Advertising
11 25 (2.03%) Pharmaceutical
12 23 (1.87%) Legal
13 19 (1.54%) Organisational Skills
14 18 (1.46%) Financial Institution
15 15 (1.22%) Manufacturing
16 14 (1.14%) Influencing Skills
16 14 (1.14%) Telecoms
17 13 (1.06%) Games
18 11 (0.89%) Agriculture
19 10 (0.81%) Publishing
Job Titles
1 435 (35.31%) Data Scientist
2 296 (24.03%) Senior
3 208 (16.88%) Senior Data Scientist
4 162 (13.15%) Data Engineer
5 151 (12.26%) Lead
6 82 (6.66%) Software Engineer
7 72 (5.84%) Developer
8 71 (5.76%) Consultant
9 56 (4.55%) Lead Data Scientist
10 51 (4.14%) Analyst
11 42 (3.41%) Senior Data Engineer
12 33 (2.68%) Artificial Intelligence Consultant
12 33 (2.68%) Data Analyst
12 33 (2.68%) Python Engineer
13 31 (2.52%) Architect
13 31 (2.52%) Systems Engineer
14 30 (2.44%) Scala Engineer
15 29 (2.35%) Research Scientist
16 28 (2.27%) Artificial Intelligence Engineer
16 28 (2.27%) Data Consultant
Libraries, Frameworks & Software Standards
1 151 (12.26%) PyTorch
2 114 (9.25%) TensorFlow
3 68 (5.52%) scikit-learn
4 52 (4.22%) Kafka
5 51 (4.14%) LangChain
6 47 (3.81%) gRPC
7 44 (3.57%) PySpark
8 36 (2.92%) React
9 33 (2.68%) Pandas
10 30 (2.44%) LlamaIndex
11 25 (2.03%) pgvector
11 25 (2.03%) RESTful
12 23 (1.87%) Hugging Face
13 21 (1.70%) REST
14 20 (1.62%) Django
15 17 (1.38%) FastAPI
16 16 (1.30%) CSS
16 16 (1.30%) HTML
17 15 (1.22%) NumPy
18 14 (1.14%) .NET
Miscellaneous
1 114 (9.25%) Algorithms
2 71 (5.76%) Distributed Systems
3 68 (5.52%) Video\Live Streaming
4 58 (4.71%) Cloud Native
5 53 (4.30%) Over-the-Top Content
6 48 (3.90%) Product Ownership
7 39 (3.17%) Life Science
8 33 (2.68%) Clustering
8 33 (2.68%) Data Structures
9 28 (2.27%) Social Media
10 27 (2.19%) AI Agents
11 26 (2.11%) Public Cloud
12 24 (1.95%) Management Information System
13 19 (1.54%) Greenfield Project
14 18 (1.46%) Enterprise Software
15 14 (1.14%) 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 13 (1.06%) Linux
2 5 (0.41%) Windows
3 2 (0.16%) Unix
Processes & Methodologies
1 574 (46.59%) AI
2 571 (46.35%) Machine Learning
3 497 (40.34%) Analytics
4 235 (19.07%) Problem-Solving
5 231 (18.75%) Data Engineering
6 229 (18.59%) CI/CD
7 226 (18.34%) Agile
8 222 (18.02%) Decision-Making
9 204 (16.56%) Software Engineering
10 201 (16.31%) Data Pipeline
11 188 (15.26%) Business Intelligence
12 181 (14.69%) Mentoring
13 167 (13.56%) Data Modelling
14 161 (13.07%) Roadmaps
15 159 (12.91%) Generative AI
16 157 (12.74%) MLOps
17 151 (12.26%) Computer Science
18 147 (11.93%) ETL
19 145 (11.77%) Use Case
19 145 (11.77%) Visualisation
Programming Languages
1 651 (52.84%) Python
2 328 (26.62%) SQL
3 97 (7.87%) Scala
4 81 (6.57%) Java
5 67 (5.44%) R
6 63 (5.11%) Go
7 32 (2.60%) C++
7 32 (2.60%) JavaScript
8 22 (1.79%) C#
9 18 (1.46%) VBA
10 15 (1.22%) Bash
10 15 (1.22%) TypeScript
11 13 (1.06%) 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
1 294 (23.86%) Degree
2 131 (10.63%) Security Cleared
3 92 (7.47%) Master's Degree
4 69 (5.60%) DV Cleared
5 61 (4.95%) PhD
6 55 (4.46%) SC Cleared
7 46 (3.73%) Computer Science Degree
8 33 (2.68%) DBS Check
9 17 (1.38%) Azure Certification
10 13 (1.06%) 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
1 134 (10.88%) Data Quality
2 47 (3.81%) Accessibility
3 46 (3.73%) GDPR
4 40 (3.25%) 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
1 114 (9.25%) 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 (5.28%) Kubernetes
2 47 (3.81%) 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
1 162 (13.15%) Databricks
2 63 (5.11%) Google
3 60 (4.87%) Microsoft
4 48 (3.90%) Dell
5 45 (3.65%) Typelevel
6 27 (2.19%) Informatica
7 25 (2.03%) Teradata
8 24 (1.95%) Denodo
8 24 (1.95%) OpenAI
9 23 (1.87%) Cloudera
10 19 (1.54%) Cisco
11 17 (1.38%) Salesforce
12 10 (0.81%) Palantir
13 9 (0.73%) Oracle
14 8 (0.65%) Foundry
15 7 (0.57%) ServiceNow
16 5 (0.41%) BT
17 4 (0.32%) Fortinet
17 4 (0.32%) Palo Alto
17 4 (0.32%) Workday