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

6 months to
10 Jun 2026
Same period 2025 Same period 2024
Rank 230 173 212
Rank change year-on-year -57 +39 -23
Permanent jobs citing Data Analytics 192 312 517
As % of all permanent jobs with remote/hybrid work options 0.99% 2.06% 1.51%
As % of the Processes & Methodologies category 1.20% 2.18% 1.69%
Number of salaries quoted 116 180 351
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,337 £41,250
Median annual salary (50th Percentile) £76,589 £60,000 £60,000
Median % change year-on-year +27.65% - -14.29%
75th Percentile £97,500 £74,063 £78,419
90th Percentile £113,750 £98,474 £95,000
UK median annual salary £60,000 £61,500 £60,000
% change year-on-year -2.44% +2.50% -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 15,975 14,300 30,520
As % of all permanent jobs with a WFH option 82.12% 94.60% 89.29%
Number of salaries quoted 11,436 8,372 23,726
10th Percentile £35,000 £30,000 £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 10 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 15 (7.81%) 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 48 (25.00%) Azure
2 47 (24.48%) Power Platform
3 14 (7.29%) Power Automate
4 13 (6.77%) Azure DevOps
5 10 (5.21%) AWS
5 10 (5.21%) Azure Logic Apps
6 8 (4.17%) PowerApps
7 7 (3.65%) Entra ID
7 7 (3.65%) GitHub
7 7 (3.65%) GitHub Copilot
7 7 (3.65%) Microsoft Purview
8 6 (3.13%) Azure Machine Learning
8 6 (3.13%) GCP
8 6 (3.13%) SaaS
9 5 (2.60%) Snowflake
10 4 (2.08%) Amazon S3
10 4 (2.08%) Azure Data Factory
10 4 (2.08%) Dynamics 365
11 3 (1.56%) Amazon SageMaker
11 3 (1.56%) Azure Synapse Analytics
Communications & Networking
1 23 (11.98%) Broadband
2 20 (10.42%) CHAP
Database & Business Intelligence
1 37 (19.27%) Power BI
2 19 (9.90%) Azure SQL Database
3 18 (9.38%) MongoDB
4 8 (4.17%) Power Query
4 8 (4.17%) Relational Database
5 7 (3.65%) Data Warehouse
5 7 (3.65%) PowerPivot
5 7 (3.65%) Tableau
6 5 (2.60%) Metadata
7 4 (2.08%) NoSQL
7 4 (2.08%) SQL Server
8 3 (1.56%) IBM InfoSphere
8 3 (1.56%) Oracle Reports
8 3 (1.56%) 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%) SAP BW
10 1 (0.52%) SAP Data Services
10 1 (0.52%) SAP HANA
Development Applications
1 22 (11.46%) Jenkins
1 22 (11.46%) TeamCity
2 4 (2.08%) Browser DevTools
3 2 (1.04%) JIRA
4 1 (0.52%) MLflow
General
1 76 (39.58%) Finance
2 57 (29.69%) Social Skills
3 45 (23.44%) Analytical Skills
4 25 (13.02%) Banking
5 21 (10.94%) Financial Institution
6 18 (9.38%) Inclusion and Diversity
7 11 (5.73%) Games
8 9 (4.69%) Marketing
8 9 (4.69%) Public Sector
9 8 (4.17%) Advertising
10 7 (3.65%) Aerospace
10 7 (3.65%) Automotive
11 6 (3.13%) Legal
12 5 (2.60%) French Language
12 5 (2.60%) Law
13 4 (2.08%) General Ledger
13 4 (2.08%) Influencing Skills
13 4 (2.08%) Retail
14 3 (1.56%) Corporate Banking
14 3 (1.56%) Investment Banking
Job Titles
1 47 (24.48%) Senior
2 41 (21.35%) Analyst
3 30 (15.63%) Developer
4 28 (14.58%) Data Analyst
5 23 (11.98%) Auditor
6 19 (9.90%) Internal Auditor
6 19 (9.90%) Security Auditor
6 19 (9.90%) Senior Analyst
7 18 (9.38%) .NET Developer
7 18 (9.38%) Architect
8 17 (8.85%) Senior Data Analyst
9 12 (6.25%) Data Engineer
9 12 (6.25%) Scala Engineer
10 10 (5.21%) Software Engineer
11 9 (4.69%) Lead
11 9 (4.69%) Solutions Architect
12 8 (4.17%) Data Manager
12 8 (4.17%) Scala Software Engineer
12 8 (4.17%) Senior Scala Engineer
13 7 (3.65%) Project Analyst
Libraries, Frameworks & Software Standards
1 22 (11.46%) Akka
2 19 (9.90%) .NET
3 18 (9.38%) .NET Core
3 18 (9.38%) ASP.NET
3 18 (9.38%) ASP.NET Core
4 13 (6.77%) CSS
4 13 (6.77%) HTML
5 11 (5.73%) Entity Framework
6 7 (3.65%) AngularJS
6 7 (3.65%) SubSonic
6 7 (3.65%) Vue
7 4 (2.08%) JSON
7 4 (2.08%) PySpark
8 1 (0.52%) .NET Framework
8 1 (0.52%) LangChain
8 1 (0.52%) Middleware
8 1 (0.52%) React
8 1 (0.52%) SAP PI
Miscellaneous
1 25 (13.02%) Management Information System
2 23 (11.98%) Video\Live Streaming
3 22 (11.46%) Over-the-Top Content
4 11 (5.73%) Greenfield Project
5 10 (5.21%) Data Structures
6 9 (4.69%) Blockchain
7 7 (3.65%) Onboarding
8 6 (3.13%) Cyberattack
8 6 (3.13%) Product Ownership
9 5 (2.60%) Self-Motivation
9 5 (2.60%) Virtual Team
10 4 (2.08%) Legacy Systems
11 3 (1.56%) Social Media
12 2 (1.04%) Cloud Native
12 2 (1.04%) Distributed Systems
12 2 (1.04%) IoT
12 2 (1.04%) Low-Code
12 2 (1.04%) PMI
13 1 (0.52%) Operational Technology
13 1 (0.52%) Reinsurance
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 75 (39.06%) Agile
3 52 (27.08%) Problem-Solving
4 51 (26.56%) Data Analysis
5 44 (22.92%) AI
5 44 (22.92%) Decision-Making
6 41 (21.35%) Actionable Insight
6 41 (21.35%) Stakeholder Engagement
7 40 (20.83%) Project Management
8 35 (18.23%) Roadmaps
9 34 (17.71%) Data Governance
10 32 (16.67%) Business Intelligence
10 32 (16.67%) Data Management
10 32 (16.67%) Risk Management
11 26 (13.54%) DevOps
11 26 (13.54%) Strategic Thinking
12 25 (13.02%) Continuous Improvement
12 25 (13.02%) Data Transformation
12 25 (13.02%) Information Security
12 25 (13.02%) Internal Audit
Programming Languages
1 83 (43.23%) SQL
2 48 (25.00%) Python
3 26 (13.54%) Scala
4 21 (10.94%) C#
5 9 (4.69%) TypeScript
6 8 (4.17%) R
7 3 (1.56%) Data Analysis Expressions
8 2 (1.04%) Java
8 2 (1.04%) VBA
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) C
9 1 (0.52%) C++
Qualifications
1 20 (10.42%) CGEIT
1 20 (10.42%) CISA
1 20 (10.42%) CISM
1 20 (10.42%) CISSP
1 20 (10.42%) Degree
1 20 (10.42%) FFIEC
1 20 (10.42%) SANS
2 7 (3.65%) Security Cleared
3 4 (2.08%) DBS Check
3 4 (2.08%) SC Cleared
4 2 (1.04%) Azure Certification
4 2 (1.04%) PMI Certification
5 1 (0.52%) ACCA
5 1 (0.52%) CBAP
5 1 (0.52%) CIMA
5 1 (0.52%) CIPFA
5 1 (0.52%) IIBA
5 1 (0.52%) ISACA
5 1 (0.52%) Microsoft Certification
5 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 24 (12.50%) GDPR
2 22 (11.46%) Data Quality
3 20 (10.42%) COBIT
3 20 (10.42%) NIST
4 11 (5.73%) QA
5 8 (4.17%) Accessibility
5 8 (4.17%) 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 29 (15.10%) Docker
2 7 (3.65%) Active Directory
Systems Management
1 29 (15.10%) Kubernetes
2 3 (1.56%) Terraform
Vendors
1 46 (23.96%) Microsoft
2 8 (4.17%) 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 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