Hybrid/Remote Data Analytics Job Trends

Data Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 25 July 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 275 213 237
Rank change year-on-year -62 +24 -46
Permanent jobs citing Data Analytics 185 243 350
As % of all permanent jobs with remote/hybrid work options 0.85% 1.48% 1.26%
As % of the Processes & Methodologies category 1.03% 1.59% 1.43%
Number of salaries quoted 119 137 222
10th Percentile £41,250 £31,100 £38,850
25th Percentile £46,750 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -7.14%
75th Percentile £90,000 £88,750 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £62,500 £62,500
% change year-on-year -4.00% - -6.72%

All Process & Methodology Skills
Work from Home

Data Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 18,035 15,327 24,491
As % of all permanent jobs with a WFH option 82.95% 93.18% 88.34%
Number of salaries quoted 13,088 9,060 18,139
10th Percentile £35,000 £29,750 £34,981
25th Percentile £44,972 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £78,750 £77,181
90th Percentile £100,000 £101,250 £96,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.33%

Data Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Analytics job vacancy trend for remote/hybrid jobs

Data Analytics
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics.

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics

Data Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analytics over the 6 months to 25 July 2026.

Data Analytics salary histogram for jobs with remote/hybrid work options

Data Analytics
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 5 (2.70%) SAS
2 2 (1.08%) SharePoint
3 1 (0.54%) Apache
3 1 (0.54%) Apache Spark
3 1 (0.54%) Confluence
3 1 (0.54%) Microsoft Exchange
Applications
1 20 (10.81%) Microsoft Excel
2 2 (1.08%) Microsoft Office
2 2 (1.08%) SPSS
3 1 (0.54%) Microsoft Project
3 1 (0.54%) MS Visio
Business Applications
1 5 (2.70%) Dynamics CRM
2 1 (0.54%) Maximo
2 1 (0.54%) SAP PM
2 1 (0.54%) SAP S/4HANA
Cloud Services
1 61 (32.97%) Azure
2 55 (29.73%) Power Platform
3 18 (9.73%) Azure DevOps
4 16 (8.65%) GitHub
5 14 (7.57%) GitHub Copilot
6 10 (5.41%) AWS
6 10 (5.41%) Power Automate
7 8 (4.32%) Azure Logic Apps
7 8 (4.32%) PowerApps
8 7 (3.78%) Entra ID
8 7 (3.78%) Microsoft Purview
9 6 (3.24%) Azure Machine Learning
9 6 (3.24%) GCP
9 6 (3.24%) SaaS
9 6 (3.24%) Snowflake
10 4 (2.16%) Dynamics 365
11 3 (1.62%) Azure Data Factory
12 2 (1.08%) Alation
12 2 (1.08%) dbt
12 2 (1.08%) Figma
Communications & Networking
1 11 (5.95%) CHAP
2 1 (0.54%) Firewall
2 1 (0.54%) GoToMeeting
2 1 (0.54%) VPN
Database & Business Intelligence
1 45 (24.32%) Power BI
2 33 (17.84%) Azure SQL Database
3 32 (17.30%) MongoDB
4 14 (7.57%) Tableau
5 12 (6.49%) Relational Database
6 6 (3.24%) Data Warehouse
7 5 (2.70%) Power Query
7 5 (2.70%) SQL Server
8 3 (1.62%) Looker
8 3 (1.62%) Metadata
8 3 (1.62%) Oracle Reports
8 3 (1.62%) PowerPivot
8 3 (1.62%) SAS EBI
9 2 (1.08%) Data Lake
10 1 (0.54%) Data Mining
10 1 (0.54%) Db2
10 1 (0.54%) SAP BW
10 1 (0.54%) SAP HANA
10 1 (0.54%) Semantic Layer
10 1 (0.54%) Snowflake Schema
Development Applications
1 4 (2.16%) Browser DevTools
2 2 (1.08%) Git
2 2 (1.08%) JIRA
3 1 (0.54%) Balsamiq
3 1 (0.54%) MLflow
General
1 80 (43.24%) Finance
2 52 (28.11%) Analytical Skills
3 51 (27.57%) Social Skills
4 24 (12.97%) Inclusion and Diversity
5 19 (10.27%) Marketing
6 18 (9.73%) Games
7 16 (8.65%) Banking
8 14 (7.57%) Aerospace
9 12 (6.49%) Financial Institution
10 8 (4.32%) Public Sector
11 7 (3.78%) Advertising
12 6 (3.24%) Legal
13 5 (2.70%) French Language
14 4 (2.16%) Retail
15 3 (1.62%) Automotive
15 3 (1.62%) Corporate Banking
15 3 (1.62%) General Ledger
15 3 (1.62%) Investment Banking
15 3 (1.62%) Law
15 3 (1.62%) Presentation Skills
Job Titles
1 46 (24.86%) Analyst
2 36 (19.46%) Developer
3 34 (18.38%) Data Analyst
3 34 (18.38%) Senior
4 32 (17.30%) .NET Developer
5 21 (11.35%) Senior Analyst
6 17 (9.19%) Senior Data Analyst
7 15 (8.11%) Architect
8 14 (7.57%) Auditor
9 10 (5.41%) Internal Auditor
9 10 (5.41%) Security Auditor
10 9 (4.86%) Audit Manager
11 8 (4.32%) Data Manager
11 8 (4.32%) IT Manager
11 8 (4.32%) Lead
12 7 (3.78%) Administrator
12 7 (3.78%) IT Audit Manager
12 7 (3.78%) Solutions Architect
12 7 (3.78%) Systems Administrator
13 6 (3.24%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 34 (18.38%) .NET
2 32 (17.30%) .NET Core
2 32 (17.30%) ASP.NET
2 32 (17.30%) ASP.NET Core
3 18 (9.73%) CSS
3 18 (9.73%) Entity Framework
3 18 (9.73%) HTML
4 14 (7.57%) AngularJS
4 14 (7.57%) SubSonic
4 14 (7.57%) Vue
5 5 (2.70%) JSON
6 1 (0.54%) .NET Framework
6 1 (0.54%) ARM Templates
6 1 (0.54%) LangChain
6 1 (0.54%) Middleware
6 1 (0.54%) PySpark
6 1 (0.54%) React
6 1 (0.54%) SAP PI
Miscellaneous
1 18 (9.73%) Greenfield Project
2 16 (8.65%) Management Information System
3 10 (5.41%) Data Structures
4 8 (4.32%) Product Ownership
5 6 (3.24%) Cyberattack
6 5 (2.70%) Blockchain
6 5 (2.70%) Onboarding
6 5 (2.70%) Virtual Team
7 4 (2.16%) Cloud Native
7 4 (2.16%) Self-Motivation
8 3 (1.62%) Social Media
9 2 (1.08%) Educational Technology
9 2 (1.08%) IoT
9 2 (1.08%) Legacy Systems
9 2 (1.08%) Low-Code
10 1 (0.54%) Data Fabric
10 1 (0.54%) FMCG
10 1 (0.54%) Public Cloud
10 1 (0.54%) Reinsurance
10 1 (0.54%) SCADA
Operating Systems
1 1 (0.54%) AIX
1 1 (0.54%) Unix
1 1 (0.54%) Windows
Processes & Methodologies
1 185 (100.00%) Analytics
2 58 (31.35%) Agile
3 53 (28.65%) Decision-Making
4 52 (28.11%) Problem-Solving
5 47 (25.41%) Data Analysis
6 43 (23.24%) AI
7 39 (21.08%) Roadmaps
8 38 (20.54%) Actionable Insight
8 38 (20.54%) Project Management
9 36 (19.46%) Full-Stack Development
10 34 (18.38%) Business Intelligence
10 34 (18.38%) Data Governance
11 33 (17.84%) Stakeholder Engagement
12 32 (17.30%) Data Management
12 32 (17.30%) DevOps
13 30 (16.22%) CI/CD
14 29 (15.68%) Continuous Improvement
14 29 (15.68%) Risk Management
15 28 (15.14%) Strategic Thinking
16 26 (14.05%) Data Transformation
Programming Languages
1 103 (55.68%) SQL
2 39 (21.08%) Python
3 34 (18.38%) C#
4 16 (8.65%) TypeScript
5 6 (3.24%) R
5 6 (3.24%) VBA
6 3 (1.62%) Data Analysis Expressions
7 1 (0.54%) ABAP
7 1 (0.54%) Ada
7 1 (0.54%) Bicep
7 1 (0.54%) C
7 1 (0.54%) C++
7 1 (0.54%) PowerShell
Qualifications
1 27 (14.59%) Degree
2 11 (5.95%) CGEIT
2 11 (5.95%) CISA
2 11 (5.95%) CISM
2 11 (5.95%) CISSP
2 11 (5.95%) FFIEC
2 11 (5.95%) SANS
3 7 (3.78%) Security Cleared
4 4 (2.16%) SC Cleared
5 2 (1.08%) Azure Certification
5 2 (1.08%) Computer Science Degree
5 2 (1.08%) DBS Check
5 2 (1.08%) Master's Degree
6 1 (0.54%) BPSS Clearance
6 1 (0.54%) CBAP
6 1 (0.54%) IIBA
6 1 (0.54%) ISACA
6 1 (0.54%) Microsoft Certification
6 1 (0.54%) Numerate Degree
6 1 (0.54%) SAP Certification
Quality Assurance & Compliance
1 23 (12.43%) Data Quality
2 17 (9.19%) GDPR
3 16 (8.65%) QA
4 12 (6.49%) NIST
5 11 (5.95%) COBIT
6 10 (5.41%) Accessibility
7 9 (4.86%) Actionable Recommendations
8 1 (0.54%) IFRS
8 1 (0.54%) IFRS 17
8 1 (0.54%) PCI DSS
8 1 (0.54%) PMO
8 1 (0.54%) WCAG
System Software
1 16 (8.65%) Docker
2 7 (3.78%) Active Directory
Systems Management
1 15 (8.11%) Kubernetes
2 1 (0.54%) Terraform
Vendors
1 63 (34.05%) Microsoft
2 10 (5.41%) Databricks
3 9 (4.86%) Salesforce
4 7 (3.78%) Oracle
4 7 (3.78%) SAP
5 6 (3.24%) Google
6 4 (2.16%) Alteryx
6 4 (2.16%) Informatica
6 4 (2.16%) OpenAI
7 3 (1.62%) HubSpot
7 3 (1.62%) Talend
8 1 (0.54%) Capita
8 1 (0.54%) Citrix
8 1 (0.54%) Civica
8 1 (0.54%) Cognizant
8 1 (0.54%) Dataiku
8 1 (0.54%) Foundry
8 1 (0.54%) Northgate
8 1 (0.54%) Orchard