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

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 234 174 220
Rank change year-on-year -60 +46 -37
Permanent jobs citing Data Analytics 193 309 509
As % of all permanent jobs with remote/hybrid work options 0.96% 2.01% 1.47%
As % of the Processes & Methodologies category 1.18% 2.12% 1.65%
Number of salaries quoted 115 179 350
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,174 £40,227
Median annual salary (50th Percentile) £75,000 £60,000 £60,000
Median % change year-on-year +25.00% - -14.29%
75th Percentile £91,250 £74,375 £77,500
90th Percentile £105,000 £98,474 £95,250
UK median annual salary £60,000 £61,564 £60,000
% change year-on-year -2.54% +2.61% -10.45%

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 16,378 14,566 30,818
As % of all permanent jobs with a WFH option 81.83% 94.52% 88.95%
Number of salaries quoted 11,822 8,457 23,835
10th Percentile £35,000 £29,750 £33,750
25th Percentile £45,000 £42,500 £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 £80,000 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.54%

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 18 June 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 (2.59%) SAS
2 2 (1.04%) SharePoint
Applications
1 17 (8.81%) Microsoft Excel
2 2 (1.04%) SPSS
3 1 (0.52%) Microsoft Office
Business Applications
1 4 (2.07%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
Cloud Services
1 51 (26.42%) Power Platform
2 50 (25.91%) Azure
3 14 (7.25%) Azure DevOps
3 14 (7.25%) Power Automate
4 10 (5.18%) AWS
4 10 (5.18%) Azure Logic Apps
5 8 (4.15%) GitHub
5 8 (4.15%) GitHub Copilot
5 8 (4.15%) PowerApps
6 7 (3.63%) Entra ID
6 7 (3.63%) Microsoft Purview
7 6 (3.11%) Azure Machine Learning
7 6 (3.11%) GCP
8 5 (2.59%) Azure Data Factory
8 5 (2.59%) SaaS
8 5 (2.59%) Snowflake
9 4 (2.07%) Azure Synapse Analytics
9 4 (2.07%) Dynamics 365
10 2 (1.04%) Amazon Bedrock
10 2 (1.04%) Azure Cognitive Services
Communications & Networking
1 23 (11.92%) Broadband
2 17 (8.81%) CHAP
Database & Business Intelligence
1 41 (21.24%) Power BI
2 21 (10.88%) Azure SQL Database
3 20 (10.36%) MongoDB
4 10 (5.18%) Relational Database
5 8 (4.15%) Power Query
5 8 (4.15%) Tableau
6 7 (3.63%) Data Warehouse
6 7 (3.63%) PowerPivot
7 4 (2.07%) NoSQL
7 4 (2.07%) SQL Server
8 3 (1.55%) Metadata
8 3 (1.55%) Oracle Reports
8 3 (1.55%) SAS EBI
9 2 (1.04%) SQL Server Integration Services
10 1 (0.52%) Data Mining
10 1 (0.52%) Db2
10 1 (0.52%) GIS
10 1 (0.52%) SAP BW
10 1 (0.52%) SAP Data Services
10 1 (0.52%) SAP HANA
Development Applications
1 22 (11.40%) Jenkins
1 22 (11.40%) TeamCity
2 4 (2.07%) Browser DevTools
3 2 (1.04%) JIRA
4 1 (0.52%) MLflow
General
1 76 (39.38%) Finance
2 56 (29.02%) Social Skills
3 45 (23.32%) Analytical Skills
4 22 (11.40%) Banking
5 19 (9.84%) Inclusion and Diversity
6 18 (9.33%) Financial Institution
7 12 (6.22%) Games
7 12 (6.22%) Marketing
8 8 (4.15%) Advertising
8 8 (4.15%) Aerospace
9 7 (3.63%) Automotive
10 6 (3.11%) Legal
10 6 (3.11%) Public Sector
11 5 (2.59%) French Language
11 5 (2.59%) Law
12 4 (2.07%) General Ledger
12 4 (2.07%) Influencing Skills
12 4 (2.07%) Retail
13 3 (1.55%) Corporate Banking
13 3 (1.55%) Investment Banking
Job Titles
1 47 (24.35%) Senior
2 43 (22.28%) Analyst
3 32 (16.58%) Developer
4 30 (15.54%) Data Analyst
5 20 (10.36%) .NET Developer
5 20 (10.36%) Auditor
6 19 (9.84%) Architect
6 19 (9.84%) Senior Analyst
7 17 (8.81%) Senior Data Analyst
8 16 (8.29%) Internal Auditor
8 16 (8.29%) Security Auditor
9 12 (6.22%) Scala Engineer
10 9 (4.66%) Lead
10 9 (4.66%) Software Engineer
10 9 (4.66%) Solutions Architect
11 8 (4.15%) Data Architect
11 8 (4.15%) Data Engineer
11 8 (4.15%) Data Manager
11 8 (4.15%) Scala Software Engineer
11 8 (4.15%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 22 (11.40%) Akka
2 21 (10.88%) .NET
3 20 (10.36%) .NET Core
3 20 (10.36%) ASP.NET
3 20 (10.36%) ASP.NET Core
4 14 (7.25%) CSS
4 14 (7.25%) HTML
5 12 (6.22%) Entity Framework
6 8 (4.15%) AngularJS
6 8 (4.15%) SubSonic
6 8 (4.15%) Vue
7 4 (2.07%) JSON
8 1 (0.52%) .NET Framework
8 1 (0.52%) LangChain
8 1 (0.52%) Middleware
8 1 (0.52%) PySpark
8 1 (0.52%) React
8 1 (0.52%) SAP PI
Miscellaneous
1 23 (11.92%) Video\Live Streaming
2 22 (11.40%) Management Information System
2 22 (11.40%) Over-the-Top Content
3 12 (6.22%) Greenfield Project
4 10 (5.18%) Data Structures
5 8 (4.15%) Blockchain
6 7 (3.63%) Onboarding
6 7 (3.63%) Product Ownership
7 6 (3.11%) Cyberattack
8 5 (2.59%) Self-Motivation
8 5 (2.59%) Virtual Team
9 3 (1.55%) Cloud Native
9 3 (1.55%) Social Media
10 2 (1.04%) Distributed Systems
10 2 (1.04%) IoT
10 2 (1.04%) Low-Code
10 2 (1.04%) PMI
11 1 (0.52%) AI Agents
11 1 (0.52%) Legacy Systems
11 1 (0.52%) Operational Technology
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 193 (100.00%) Analytics
2 71 (36.79%) Agile
3 51 (26.42%) Data Analysis
4 50 (25.91%) Problem-Solving
5 45 (23.32%) AI
5 45 (23.32%) Decision-Making
6 40 (20.73%) Project Management
7 39 (20.21%) Stakeholder Engagement
8 38 (19.69%) Actionable Insight
8 38 (19.69%) Roadmaps
9 35 (18.13%) Data Governance
10 32 (16.58%) Business Intelligence
10 32 (16.58%) Data Management
11 31 (16.06%) Risk Management
12 27 (13.99%) Strategic Thinking
13 26 (13.47%) Continuous Improvement
14 25 (12.95%) Data Transformation
14 25 (12.95%) DevOps
15 24 (12.44%) Data Extraction
15 24 (12.44%) Full-Stack Development
Programming Languages
1 88 (45.60%) SQL
2 44 (22.80%) Python
3 23 (11.92%) C#
3 23 (11.92%) Scala
4 10 (5.18%) TypeScript
5 8 (4.15%) R
6 4 (2.07%) VBA
7 3 (1.55%) Data Analysis Expressions
8 2 (1.04%) Java
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) C
9 1 (0.52%) C++
Qualifications
1 20 (10.36%) Degree
2 17 (8.81%) CGEIT
2 17 (8.81%) CISA
2 17 (8.81%) CISM
2 17 (8.81%) CISSP
2 17 (8.81%) FFIEC
2 17 (8.81%) SANS
3 8 (4.15%) Security Cleared
4 5 (2.59%) SC Cleared
5 4 (2.07%) DBS Check
6 2 (1.04%) Azure Certification
6 2 (1.04%) PMI Certification
7 1 (0.52%) ACCA
7 1 (0.52%) CBAP
7 1 (0.52%) CIMA
7 1 (0.52%) CIPFA
7 1 (0.52%) IIBA
7 1 (0.52%) ISACA
7 1 (0.52%) Microsoft Certification
7 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 22 (11.40%) GDPR
2 20 (10.36%) Data Quality
3 17 (8.81%) COBIT
3 17 (8.81%) NIST
4 13 (6.74%) QA
5 8 (4.15%) Accessibility
5 8 (4.15%) Actionable Recommendations
6 2 (1.04%) GMP
6 2 (1.04%) ISO 9001
7 1 (0.52%) IFRS
7 1 (0.52%) IFRS 17
7 1 (0.52%) WCAG
System Software
1 30 (15.54%) Docker
2 7 (3.63%) Active Directory
Systems Management
1 30 (15.54%) Kubernetes
Vendors
1 49 (25.39%) Microsoft
2 9 (4.66%) Databricks
3 7 (3.63%) Oracle
4 6 (3.11%) OpenAI
4 6 (3.11%) SAP
5 5 (2.59%) Salesforce
6 4 (2.07%) Alteryx
6 4 (2.07%) HubSpot
6 4 (2.07%) Informatica
7 3 (1.55%) Google
7 3 (1.55%) Talend
8 2 (1.04%) iManage
9 1 (0.52%) Capita
9 1 (0.52%) Citrix
9 1 (0.52%) Civica
9 1 (0.52%) Cognizant
9 1 (0.52%) Foundry
9 1 (0.52%) Northgate
9 1 (0.52%) Orchard