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 17 July 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 157 139 151
Rank change year-on-year -18 +12 -54
Permanent jobs citing Data Science 1,302 1,135 1,765
As % of all permanent jobs in the UK 1.32% 2.31% 1.80%
As % of the Processes & Methodologies category 1.79% 2.56% 2.19%
Number of salaries quoted 768 508 973
10th Percentile £42,350 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £75,000 £70,000
Median % change year-on-year -6.67% +7.14% -
75th Percentile £90,000 £95,000 £90,000
90th Percentile £101,250 £115,000 £111,000
UK excluding London median annual salary £66,720 £63,938 £60,000
% change year-on-year +4.35% +6.56% -4.00%

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 72,896 44,261 80,626
As % of all permanent jobs advertised in the UK 73.68% 90.09% 82.12%
Number of salaries quoted 50,426 24,863 55,989
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,000 £55,000
Median % change year-on-year +5.26% +3.64% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 17 July 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 17 July 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 1,214 £70,500 -6.00% 950
UK excluding London -25 635 £66,720 +4.35% 735
London -9 574 £80,000 -3.03% 448
Work from Home +30 452 £70,000 +5.47% 511
North of England +63 192 £75,000 +30.43% 171
North West +68 132 £75,000 +36.36% 86
Midlands +28 130 £55,000 -8.33% 81
South East -86 125 £70,000 +21.74% 197
South West -36 114 £60,000 -22.58% 76
East Midlands +30 77 £60,000 +50.00% 39
West Midlands 0 53 £36,000 -41.22% 42
East of England -4 49 £78,425 +14.49% 73
Yorkshire -23 40 £66,720 +16.03% 68
North East -43 20 £80,000 +68.42% 18
Scotland -27 12 £80,000 +14.29% 70
Wales -46 10 £65,000 -3.79% 35
Northern Ireland -58 3 - - 42

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
1 103 (7.91%) Apache Spark
2 57 (4.38%) Apache Airflow
3 30 (2.30%) Apache
4 23 (1.77%) ArcGIS
5 15 (1.15%) SAS
5 15 (1.15%) SharePoint
6 7 (0.54%) Jupyter
7 5 (0.38%) ColdFusion
7 5 (0.38%) Confluence
7 5 (0.38%) GeoServer
8 3 (0.23%) CMS
9 2 (0.15%) Apache Pulsar
Applications
1 40 (3.07%) Microsoft Excel
2 5 (0.38%) Chatbot
2 5 (0.38%) Microsoft Office
3 4 (0.31%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.15%) Final Cut Pro
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.077%) Trello
Business Applications
1 1 (0.077%) Dynamics CRM
1 1 (0.077%) FIS Private Capital Suite
1 1 (0.077%) HFM
1 1 (0.077%) Oracle EBS
1 1 (0.077%) Oracle ERP
Cloud Services
1 353 (27.11%) AWS
2 306 (23.50%) Azure
3 215 (16.51%) GCP
4 135 (10.37%) Power Platform
5 86 (6.61%) Snowflake
6 57 (4.38%) Azure Synapse Analytics
7 56 (4.30%) Azure Data Factory
8 46 (3.53%) dbt
9 44 (3.38%) Serverless
10 38 (2.92%) SaaS
11 28 (2.15%) Amazon S3
11 28 (2.15%) AWS Lambda
12 27 (2.07%) Azure Machine Learning
13 25 (1.92%) Azure DevOps
14 16 (1.23%) Amazon Bedrock
14 16 (1.23%) Amazon Kinesis
15 15 (1.15%) Anthropic Claude
16 14 (1.08%) Microsoft Purview
17 13 (1.00%) GitHub
18 12 (0.92%) Cloud Computing
Communications & Networking
1 87 (6.68%) Broadband
2 7 (0.54%) BGP
3 6 (0.46%) 5G
3 6 (0.46%) DNS
3 6 (0.46%) Internet
3 6 (0.46%) IPsec
3 6 (0.46%) VPN
4 4 (0.31%) HTTP
4 4 (0.31%) Software-Defined Radio
5 2 (0.15%) Firewall
6 1 (0.077%) 4G
6 1 (0.077%) Cisco IOS
6 1 (0.077%) Ethernet VPN
6 1 (0.077%) IOS XR
6 1 (0.077%) Kerberos
6 1 (0.077%) MPLS
6 1 (0.077%) SMS
Database & Business Intelligence
1 129 (9.91%) Power BI
2 121 (9.29%) Data Warehouse
3 88 (6.76%) Data Lake
4 76 (5.84%) Tableau
5 66 (5.07%) Amazon Redshift
6 60 (4.61%) BigQuery
6 60 (4.61%) Metadata
7 56 (4.30%) NoSQL
8 51 (3.92%) Looker
9 48 (3.69%) Elasticsearch
10 40 (3.07%) PostgreSQL
11 38 (2.92%) Big Data
11 38 (2.92%) GIS
12 37 (2.84%) MongoDB
13 28 (2.15%) Relational Database
14 26 (2.00%) QGIS
15 25 (1.92%) Snowflake Schema
16 23 (1.77%) Delta Lake
17 22 (1.69%) MySQL
17 22 (1.69%) Spatial Data
Development Applications
1 78 (5.99%) Git
2 42 (3.23%) MLflow
3 13 (1.00%) Jenkins
4 12 (0.92%) GitLab
4 12 (0.92%) JIRA
5 9 (0.69%) Claude Code
6 4 (0.31%) Selenium
7 3 (0.23%) Visual Studio Code
8 2 (0.15%) JUnit
9 1 (0.077%) Bitbucket
9 1 (0.077%) TeamCity
9 1 (0.077%) Yeoman
General
1 256 (19.66%) Social Skills
2 255 (19.59%) Finance
3 244 (18.74%) Analytical Skills
4 78 (5.99%) Marketing
5 77 (5.91%) Inclusion and Diversity
6 69 (5.30%) Banking
7 62 (4.76%) Public Sector
8 57 (4.38%) Retail
9 38 (2.92%) Law
10 29 (2.23%) Advertising
11 26 (2.00%) Organisational Skills
12 24 (1.84%) Legal
13 22 (1.69%) Influencing Skills
14 19 (1.46%) Financial Institution
14 19 (1.46%) Games
15 18 (1.38%) Manufacturing
16 15 (1.15%) Presentation Skills
17 11 (0.84%) Military
17 11 (0.84%) Publishing
18 8 (0.61%) Health Technology
Job Titles
1 490 (37.63%) Data Scientist
2 284 (21.81%) Senior
3 231 (17.74%) Senior Data Scientist
4 162 (12.44%) Lead
5 150 (11.52%) Data Engineer
6 87 (6.68%) Software Engineer
7 84 (6.45%) Developer
8 71 (5.45%) Lead Data Scientist
9 70 (5.38%) Consultant
10 56 (4.30%) Analyst
11 47 (3.61%) Architect
12 37 (2.84%) Artificial Intelligence Engineer
13 35 (2.69%) Python Engineer
14 33 (2.53%) Data Analyst
15 31 (2.38%) Research Scientist
16 30 (2.30%) Scala Engineer
16 30 (2.30%) Senior Data Engineer
16 30 (2.30%) Systems Engineer
17 28 (2.15%) Product Specialist
18 25 (1.92%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 152 (11.67%) PyTorch
2 117 (8.99%) TensorFlow
3 78 (5.99%) scikit-learn
4 68 (5.22%) Kafka
5 56 (4.30%) LangChain
6 45 (3.46%) gRPC
6 45 (3.46%) PySpark
7 36 (2.76%) Pandas
8 34 (2.61%) React
9 32 (2.46%) LlamaIndex
10 30 (2.30%) Hugging Face
11 25 (1.92%) pgvector
11 25 (1.92%) RESTful
12 21 (1.61%) REST
13 20 (1.54%) Node.js
13 20 (1.54%) NumPy
14 19 (1.46%) HTML
14 19 (1.46%) LangGraph
15 18 (1.38%) Django
15 18 (1.38%) FastAPI
Miscellaneous
1 106 (8.14%) Algorithms
2 85 (6.53%) Cloud Native
3 71 (5.45%) Distributed Systems
4 69 (5.30%) Video\Live Streaming
5 54 (4.15%) Over-the-Top Content
6 48 (3.69%) Product Ownership
7 35 (2.69%) AI Agents
8 32 (2.46%) Data Structures
9 31 (2.38%) Clustering
10 26 (2.00%) Public Cloud
11 20 (1.54%) Life Science
11 20 (1.54%) Onboarding
12 19 (1.46%) Social Media
13 18 (1.38%) Management Information System
14 16 (1.23%) Greenfield Project
15 15 (1.15%) e-Learning
16 13 (1.00%) Hedge funds
17 12 (0.92%) Virtual Team
18 10 (0.77%) Blog
18 10 (0.77%) Enterprise Software
Operating Systems
1 27 (2.07%) Linux
2 10 (0.77%) Windows
3 2 (0.15%) Apple iOS
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Mac OS
3 2 (0.15%) Unix
Processes & Methodologies
1 625 (48.00%) AI
2 600 (46.08%) Machine Learning
3 499 (38.33%) Analytics
4 261 (20.05%) CI/CD
5 239 (18.36%) Software Engineering
6 235 (18.05%) Data Engineering
7 220 (16.90%) Decision-Making
7 220 (16.90%) Problem-Solving
8 206 (15.82%) Agile
8 206 (15.82%) Data Pipeline
9 199 (15.28%) Mentoring
10 188 (14.44%) Roadmaps
11 187 (14.36%) Business Intelligence
12 180 (13.82%) MLOps
13 179 (13.75%) Generative AI
14 159 (12.21%) Data Modelling
15 148 (11.37%) Use Case
16 137 (10.52%) DevOps
17 131 (10.06%) Actionable Insight
18 130 (9.98%) ETL
Programming Languages
1 656 (50.38%) Python
2 362 (27.80%) SQL
3 86 (6.61%) Scala
4 81 (6.22%) Java
5 55 (4.22%) Go
6 47 (3.61%) C++
7 45 (3.46%) R
8 38 (2.92%) JavaScript
9 31 (2.38%) C#
10 22 (1.69%) C
11 19 (1.46%) VBA
12 15 (1.15%) TypeScript
13 14 (1.08%) Bicep
14 10 (0.77%) PHP
15 9 (0.69%) Bash
15 9 (0.69%) Julia
16 7 (0.54%) T-SQL
17 6 (0.46%) Groovy
17 6 (0.46%) Ruby
18 5 (0.38%) Rust
Qualifications
1 278 (21.35%) Degree
2 128 (9.83%) Security Cleared
3 67 (5.15%) Master's Degree
4 66 (5.07%) DV Cleared
5 49 (3.76%) SC Cleared
6 48 (3.69%) PhD
7 43 (3.30%) Computer Science Degree
8 35 (2.69%) DBS Check
9 29 (2.23%) Azure Certification
10 13 (1.00%) Microsoft Certification
11 9 (0.69%) AWS Certification
12 8 (0.61%) Postgraduate
12 8 (0.61%) SnowPro
13 7 (0.54%) BPSS Clearance
14 5 (0.38%) APMP
14 5 (0.38%) MBA
15 3 (0.23%) CISSP
15 3 (0.23%) Numerate Degree
15 3 (0.23%) TOGAF Certification
16 2 (0.15%) GIAC
Quality Assurance & Compliance
1 140 (10.75%) Data Quality
2 52 (3.99%) GDPR
3 47 (3.61%) QA
4 38 (2.92%) Accessibility
5 24 (1.84%) California Consumer Privacy Act
6 9 (0.69%) ISO/IEC 27001
7 6 (0.46%) Actionable Recommendations
8 4 (0.31%) EU AI Act
9 3 (0.23%) PERC
10 2 (0.15%) DICOM
10 2 (0.15%) HL7
10 2 (0.15%) IFRS
10 2 (0.15%) IFRS 17
10 2 (0.15%) SOC 2
10 2 (0.15%) Solvency II
11 1 (0.077%) GRC
System Software
1 108 (8.29%) Docker
2 3 (0.23%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.077%) Virtual Desktop
Systems Management
1 65 (4.99%) Kubernetes
2 59 (4.53%) Terraform
3 12 (0.92%) Kubeflow
4 6 (0.46%) Hadoop YARN
5 3 (0.23%) Ansible
5 3 (0.23%) Kibana
6 2 (0.15%) Argo
6 2 (0.15%) Computer Emergency Response Teams
6 2 (0.15%) Computer Incident Response Team
6 2 (0.15%) Jamf Pro
7 1 (0.077%) Grafana
7 1 (0.077%) Prometheus
Vendors
1 171 (13.13%) Databricks
2 84 (6.45%) Microsoft
3 73 (5.61%) Google
4 48 (3.69%) Dell
5 45 (3.46%) Typelevel
6 26 (2.00%) Informatica
6 26 (2.00%) Teradata
7 24 (1.84%) Denodo
8 23 (1.77%) Cloudera
9 16 (1.23%) OpenAI
10 15 (1.15%) Oracle
11 8 (0.61%) Salesforce
11 8 (0.61%) SAP
12 7 (0.54%) IBM
12 7 (0.54%) ServiceNow
13 6 (0.46%) HP
14 4 (0.31%) Cisco
14 4 (0.31%) Workday
15 3 (0.23%) Palantir
15 3 (0.23%) Salesforce Marketing Cloud