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

6 months to
30 Jun 2026
Same period 2025 Same period 2024
Rank 248 184 233
Rank change year-on-year -64 +49 -59
Permanent jobs citing Data Analytics 192 291 471
As % of all permanent jobs with remote/hybrid work options 0.93% 1.84% 1.41%
As % of the Processes & Methodologies category 1.13% 1.96% 1.58%
Number of salaries quoted 123 170 328
10th Percentile £41,500 £25,313 £34,250
25th Percentile £48,750 £36,313 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -14.29%
75th Percentile £90,000 £80,000 £78,750
90th Percentile £105,000 £100,000 £97,500
UK median annual salary £60,484 £62,500 £60,000
% change year-on-year -3.23% +4.17% -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 16,995 14,837 29,778
As % of all permanent jobs with a WFH option 82.17% 93.93% 89.06%
Number of salaries quoted 12,422 8,708 22,912
10th Percentile £35,000 £29,750 £33,750
25th Percentile £45,000 £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 £75,250
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% -9.09%

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 30 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 (2.60%) SAS
2 2 (1.04%) SharePoint
Applications
1 18 (9.38%) Microsoft Excel
2 2 (1.04%) SPSS
3 1 (0.52%) Microsoft Office
Business Applications
1 4 (2.08%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
Cloud Services
1 57 (29.69%) Azure
2 53 (27.60%) Power Platform
3 17 (8.85%) Azure DevOps
4 13 (6.77%) Power Automate
5 12 (6.25%) GitHub
5 12 (6.25%) GitHub Copilot
6 10 (5.21%) Azure Logic Apps
7 9 (4.69%) AWS
8 8 (4.17%) PowerApps
9 7 (3.65%) Entra ID
9 7 (3.65%) Microsoft Purview
10 6 (3.13%) Azure Machine Learning
11 5 (2.60%) Azure Data Factory
11 5 (2.60%) GCP
11 5 (2.60%) SaaS
11 5 (2.60%) Snowflake
12 4 (2.08%) Azure Synapse Analytics
12 4 (2.08%) Dynamics 365
13 2 (1.04%) Amazon Bedrock
13 2 (1.04%) Azure Cognitive Services
Communications & Networking
1 17 (8.85%) CHAP
2 12 (6.25%) Broadband
3 1 (0.52%) Firewall
3 1 (0.52%) VPN
Database & Business Intelligence
1 43 (22.40%) Power BI
2 29 (15.10%) Azure SQL Database
3 28 (14.58%) MongoDB
4 12 (6.25%) Relational Database
5 8 (4.17%) Tableau
6 7 (3.65%) Power Query
7 6 (3.13%) Data Warehouse
7 6 (3.13%) PowerPivot
8 4 (2.08%) SQL Server
9 3 (1.56%) Metadata
9 3 (1.56%) NoSQL
9 3 (1.56%) Oracle Reports
9 3 (1.56%) SAS EBI
10 2 (1.04%) SQL Server Integration Services
11 1 (0.52%) Data Mining
11 1 (0.52%) Db2
11 1 (0.52%) GIS
11 1 (0.52%) Looker
11 1 (0.52%) SAP BW
11 1 (0.52%) SAP Data Services
Development Applications
1 11 (5.73%) Jenkins
1 11 (5.73%) TeamCity
2 4 (2.08%) Browser DevTools
3 1 (0.52%) JIRA
3 1 (0.52%) MLflow
General
1 78 (40.63%) Finance
2 55 (28.65%) Social Skills
3 45 (23.44%) Analytical Skills
4 22 (11.46%) Banking
5 19 (9.90%) Inclusion and Diversity
6 18 (9.38%) Financial Institution
7 16 (8.33%) Games
8 15 (7.81%) Marketing
9 12 (6.25%) Aerospace
10 8 (4.17%) Advertising
11 6 (3.13%) Automotive
11 6 (3.13%) Public Sector
12 5 (2.60%) French Language
12 5 (2.60%) Legal
13 4 (2.08%) General Ledger
13 4 (2.08%) Law
13 4 (2.08%) Retail
14 3 (1.56%) Corporate Banking
14 3 (1.56%) Influencing Skills
14 3 (1.56%) Investment Banking
Job Titles
1 44 (22.92%) Analyst
2 39 (20.31%) Senior
3 38 (19.79%) Developer
4 32 (16.67%) Data Analyst
5 28 (14.58%) .NET Developer
6 20 (10.42%) Auditor
7 19 (9.90%) Senior Analyst
8 17 (8.85%) Architect
8 17 (8.85%) Senior Data Analyst
9 16 (8.33%) Internal Auditor
9 16 (8.33%) Security Auditor
10 9 (4.69%) Lead
11 8 (4.17%) Data Manager
11 8 (4.17%) Solutions Architect
12 7 (3.65%) Administrator
12 7 (3.65%) Audit Manager
12 7 (3.65%) Data Architect
12 7 (3.65%) IT Manager
12 7 (3.65%) Systems Administrator
13 6 (3.13%) Project Analyst
Libraries, Frameworks & Software Standards
1 30 (15.63%) .NET
2 28 (14.58%) .NET Core
2 28 (14.58%) ASP.NET
2 28 (14.58%) ASP.NET Core
3 17 (8.85%) CSS
3 17 (8.85%) HTML
4 16 (8.33%) Entity Framework
5 12 (6.25%) AngularJS
5 12 (6.25%) SubSonic
5 12 (6.25%) Vue
6 11 (5.73%) Akka
7 4 (2.08%) JSON
8 2 (1.04%) React
9 1 (0.52%) .NET Framework
9 1 (0.52%) ARM Templates
9 1 (0.52%) LangChain
9 1 (0.52%) Middleware
9 1 (0.52%) PySpark
9 1 (0.52%) SAP PI
Miscellaneous
1 22 (11.46%) Management Information System
2 16 (8.33%) Greenfield Project
3 12 (6.25%) Video\Live Streaming
4 11 (5.73%) Over-the-Top Content
5 10 (5.21%) Data Structures
6 8 (4.17%) Blockchain
7 7 (3.65%) Onboarding
7 7 (3.65%) Product Ownership
8 6 (3.13%) Cyberattack
9 5 (2.60%) Self-Motivation
9 5 (2.60%) Virtual Team
10 4 (2.08%) Cloud Native
11 3 (1.56%) Social Media
12 2 (1.04%) IoT
12 2 (1.04%) Low-Code
12 2 (1.04%) PMI
13 1 (0.52%) Data Fabric
13 1 (0.52%) Distributed Systems
13 1 (0.52%) Legacy Systems
13 1 (0.52%) Operational Technology
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 192 (100.00%) Analytics
2 68 (35.42%) Agile
3 51 (26.56%) Problem-Solving
4 50 (26.04%) Data Analysis
5 45 (23.44%) Decision-Making
6 43 (22.40%) AI
7 42 (21.88%) Project Management
8 39 (20.31%) Roadmaps
8 39 (20.31%) Stakeholder Engagement
9 38 (19.79%) Actionable Insight
10 35 (18.23%) Data Governance
11 33 (17.19%) Risk Management
12 32 (16.67%) Business Intelligence
12 32 (16.67%) Data Management
12 32 (16.67%) Full-Stack Development
13 29 (15.10%) DevOps
14 28 (14.58%) CI/CD
14 28 (14.58%) Strategic Thinking
15 26 (13.54%) Continuous Improvement
16 25 (13.02%) Data Transformation
Programming Languages
1 98 (51.04%) SQL
2 43 (22.40%) Python
3 31 (16.15%) C#
4 15 (7.81%) TypeScript
5 12 (6.25%) Scala
6 8 (4.17%) R
7 6 (3.13%) VBA
8 3 (1.56%) Data Analysis Expressions
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) Bicep
9 1 (0.52%) C
9 1 (0.52%) C++
9 1 (0.52%) Java
9 1 (0.52%) PowerShell
Qualifications
1 21 (10.94%) Degree
2 17 (8.85%) CGEIT
2 17 (8.85%) CISA
2 17 (8.85%) CISM
2 17 (8.85%) CISSP
2 17 (8.85%) FFIEC
2 17 (8.85%) SANS
3 7 (3.65%) Security Cleared
4 4 (2.08%) DBS Check
4 4 (2.08%) SC Cleared
5 2 (1.04%) Azure Certification
5 2 (1.04%) Computer Science Degree
5 2 (1.04%) PMI Certification
6 1 (0.52%) ACCA
6 1 (0.52%) CBAP
6 1 (0.52%) CIMA
6 1 (0.52%) CIPFA
6 1 (0.52%) IIBA
6 1 (0.52%) Microsoft Certification
6 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 23 (11.98%) GDPR
2 20 (10.42%) Data Quality
3 18 (9.38%) NIST
4 17 (8.85%) COBIT
5 15 (7.81%) QA
6 8 (4.17%) Accessibility
6 8 (4.17%) Actionable Recommendations
7 2 (1.04%) GMP
7 2 (1.04%) ISO 9001
8 1 (0.52%) IFRS
8 1 (0.52%) IFRS 17
8 1 (0.52%) PCI DSS
8 1 (0.52%) WCAG
System Software
1 24 (12.50%) Docker
2 7 (3.65%) Active Directory
Systems Management
1 24 (12.50%) Kubernetes
2 1 (0.52%) Terraform
Vendors
1 57 (29.69%) Microsoft
2 9 (4.69%) Databricks
3 7 (3.65%) Oracle
4 6 (3.13%) OpenAI
4 6 (3.13%) SAP
5 5 (2.60%) Salesforce
6 4 (2.08%) Alteryx
6 4 (2.08%) HubSpot
6 4 (2.08%) Informatica
7 3 (1.56%) Google
7 3 (1.56%) Talend
8 1 (0.52%) Capita
8 1 (0.52%) Citrix
8 1 (0.52%) Civica
8 1 (0.52%) Cognizant
8 1 (0.52%) Foundry
8 1 (0.52%) iManage
8 1 (0.52%) Northgate
8 1 (0.52%) Orchard