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 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 241 181 193
Rank change year-on-year -60 +12 +8
Permanent jobs citing Data Analytics 179 299 530
As % of all permanent jobs with remote/hybrid work options 0.94% 2.06% 1.61%
As % of the Processes & Methodologies category 1.13% 2.17% 1.78%
Number of salaries quoted 113 172 360
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,500 £42,028
Median annual salary (50th Percentile) £80,000 £60,000 £60,000
Median % change year-on-year +33.33% - -7.69%
75th Percentile £100,000 £72,500 £77,500
90th Percentile £119,000 £98,474 £95,000
UK median annual salary £60,000 £61,628 £60,000
% change year-on-year -2.64% +2.71% -7.69%

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 15,823 13,768 29,697
As % of all permanent jobs with a WFH option 83.03% 94.85% 90.32%
Number of salaries quoted 11,289 8,032 23,418
10th Percentile £35,000 £30,500 £33,750
25th Percentile £45,000 £42,826 £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 £106,250 £95,000
UK median annual salary £60,000 £58,375 £55,000
% change year-on-year +2.78% +6.14% -9.84%

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 27 May 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 (2.79%) SAS
2 2 (1.12%) SharePoint
3 1 (0.56%) CMS
3 1 (0.56%) Confluence
Applications
1 15 (8.38%) Microsoft Excel
2 2 (1.12%) SPSS
3 1 (0.56%) Microsoft Office
Business Applications
1 4 (2.23%) Dynamics CRM
2 1 (0.56%) Maximo
2 1 (0.56%) SAP PM
2 1 (0.56%) SAP S/4HANA
Cloud Services
1 48 (26.82%) Azure
2 46 (25.70%) Power Platform
3 14 (7.82%) Power Automate
4 11 (6.15%) AWS
5 10 (5.59%) Azure DevOps
5 10 (5.59%) SaaS
6 9 (5.03%) Azure Logic Apps
7 8 (4.47%) PowerApps
8 7 (3.91%) Entra ID
8 7 (3.91%) GCP
8 7 (3.91%) Microsoft Purview
9 6 (3.35%) Azure Machine Learning
10 5 (2.79%) GitHub
10 5 (2.79%) GitHub Copilot
10 5 (2.79%) Snowflake
11 4 (2.23%) Amazon S3
11 4 (2.23%) Azure Data Factory
11 4 (2.23%) Dynamics 365
12 3 (1.68%) Amazon SageMaker
12 3 (1.68%) Azure Synapse Analytics
Communications & Networking
1 24 (13.41%) Broadband
2 21 (11.73%) CHAP
Database & Business Intelligence
1 37 (20.67%) Power BI
2 13 (7.26%) Azure SQL Database
2 13 (7.26%) MongoDB
3 8 (4.47%) Power Query
4 7 (3.91%) Data Warehouse
4 7 (3.91%) PowerPivot
4 7 (3.91%) Tableau
5 5 (2.79%) Metadata
5 5 (2.79%) NoSQL
6 4 (2.23%) SQL Server
7 3 (1.68%) IBM InfoSphere
7 3 (1.68%) Oracle Reports
7 3 (1.68%) Relational Database
7 3 (1.68%) SAS EBI
8 2 (1.12%) Looker
8 2 (1.12%) SQL Server Integration Services
9 1 (0.56%) Data Mining
9 1 (0.56%) DB2
9 1 (0.56%) SAP Data Services
9 1 (0.56%) SAP HANA
Development Applications
1 22 (12.29%) Jenkins
1 22 (12.29%) TeamCity
2 4 (2.23%) Browser DevTools
3 2 (1.12%) JIRA
4 1 (0.56%) MLflow
General
1 67 (37.43%) Finance
2 57 (31.84%) Social Skills
3 35 (19.55%) Analytical Skills
4 26 (14.53%) Banking
5 21 (11.73%) Financial Institution
6 11 (6.15%) Inclusion and Diversity
7 10 (5.59%) Public Sector
8 9 (5.03%) Games
8 9 (5.03%) Marketing
9 8 (4.47%) Advertising
10 7 (3.91%) Automotive
11 6 (3.35%) Law
12 5 (2.79%) Aerospace
12 5 (2.79%) French Language
12 5 (2.79%) Influencing Skills
12 5 (2.79%) Legal
13 4 (2.23%) General Ledger
13 4 (2.23%) Retail
14 3 (1.68%) Corporate Banking
14 3 (1.68%) Investment Banking
Job Titles
1 43 (24.02%) Senior
2 32 (17.88%) Analyst
3 25 (13.97%) Developer
4 24 (13.41%) Auditor
5 20 (11.17%) Internal Auditor
5 20 (11.17%) Security Auditor
6 19 (10.61%) Architect
6 19 (10.61%) Data Analyst
7 14 (7.82%) Senior Analyst
7 14 (7.82%) Software Engineer
8 13 (7.26%) .NET Developer
9 12 (6.70%) Scala Engineer
9 12 (6.70%) Senior Data Analyst
10 11 (6.15%) Data Engineer
11 9 (5.03%) Solutions Architect
12 8 (4.47%) Data Architect
12 8 (4.47%) Data Manager
12 8 (4.47%) Scala Software Engineer
12 8 (4.47%) Senior Scala Engineer
13 7 (3.91%) Python Engineer
Libraries, Frameworks & Software Standards
1 22 (12.29%) Akka
2 14 (7.82%) .NET
3 13 (7.26%) .NET Core
3 13 (7.26%) ASP.NET
3 13 (7.26%) ASP.NET Core
4 10 (5.59%) CSS
4 10 (5.59%) HTML
5 8 (4.47%) Entity Framework
5 8 (4.47%) PySpark
6 5 (2.79%) AngularJS
6 5 (2.79%) SubSonic
6 5 (2.79%) Vue
7 4 (2.23%) JSON
8 1 (0.56%) .NET Framework
8 1 (0.56%) LangChain
8 1 (0.56%) Middleware
8 1 (0.56%) React
8 1 (0.56%) SAP PI
Miscellaneous
1 26 (14.53%) Management Information System
2 23 (12.85%) Video\Live Streaming
3 22 (12.29%) Over-the-Top Content
4 10 (5.59%) Blockchain
4 10 (5.59%) Data Structures
5 8 (4.47%) Greenfield Project
6 7 (3.91%) Onboarding
7 6 (3.35%) Cyberattack
7 6 (3.35%) Product Ownership
7 6 (3.35%) Virtual Team
8 5 (2.79%) Self-Motivation
9 4 (2.23%) Legacy Systems
10 3 (1.68%) Social Media
11 2 (1.12%) Cloud Native
11 2 (1.12%) Distributed Systems
11 2 (1.12%) IoT
11 2 (1.12%) Low-Code
11 2 (1.12%) PMI
12 1 (0.56%) Data Fabric
12 1 (0.56%) Reinsurance
Operating Systems
1 1 (0.56%) AIX
1 1 (0.56%) Android
1 1 (0.56%) Apple iOS
1 1 (0.56%) Unix
1 1 (0.56%) Windows
Processes & Methodologies
1 179 (100.00%) Analytics
2 73 (40.78%) Agile
3 46 (25.70%) AI
4 41 (22.91%) Data Analysis
4 41 (22.91%) Problem-Solving
4 41 (22.91%) Project Management
5 38 (21.23%) Stakeholder Engagement
6 32 (17.88%) Actionable Insight
7 31 (17.32%) Business Intelligence
7 31 (17.32%) Roadmaps
8 30 (16.76%) Decision-Making
8 30 (16.76%) Risk Management
9 29 (16.20%) Data Governance
10 27 (15.08%) Data Management
11 26 (14.53%) Data Protection
11 26 (14.53%) Internal Audit
12 24 (13.41%) Acceptance Criteria
13 23 (12.85%) Continuous Improvement
13 23 (12.85%) DevOps
13 23 (12.85%) Open Source
Programming Languages
1 66 (36.87%) SQL
2 41 (22.91%) Python
3 26 (14.53%) Scala
4 16 (8.94%) C#
5 8 (4.47%) R
6 7 (3.91%) TypeScript
7 3 (1.68%) Data Analysis Expressions
8 2 (1.12%) Java
8 2 (1.12%) VBA
9 1 (0.56%) ABAP
9 1 (0.56%) C
9 1 (0.56%) C++
Qualifications
1 21 (11.73%) CGEIT
1 21 (11.73%) CISA
1 21 (11.73%) CISM
1 21 (11.73%) CISSP
1 21 (11.73%) FFIEC
1 21 (11.73%) SANS
2 19 (10.61%) Degree
3 8 (4.47%) Security Cleared
4 5 (2.79%) SC Cleared
5 3 (1.68%) DBS Check
6 2 (1.12%) Azure Certification
6 2 (1.12%) PMI Certification
7 1 (0.56%) ACCA
7 1 (0.56%) CBAP
7 1 (0.56%) CIMA
7 1 (0.56%) CIPFA
7 1 (0.56%) IIBA
7 1 (0.56%) ISACA
7 1 (0.56%) Microsoft Certification
7 1 (0.56%) SAP Certification
Quality Assurance & Compliance
1 25 (13.97%) GDPR
2 22 (12.29%) Data Quality
2 22 (12.29%) NIST
3 21 (11.73%) COBIT
4 12 (6.70%) QA
5 8 (4.47%) Accessibility
5 8 (4.47%) Actionable Recommendations
6 2 (1.12%) GMP
6 2 (1.12%) ISO 9001
6 2 (1.12%) WCAG
7 1 (0.56%) GRC
7 1 (0.56%) IFRS
7 1 (0.56%) IFRS 17
System Software
1 27 (15.08%) Docker
2 7 (3.91%) Active Directory
Systems Management
1 27 (15.08%) Kubernetes
2 3 (1.68%) Terraform
Vendors
1 41 (22.91%) Microsoft
2 8 (4.47%) Databricks
3 7 (3.91%) Oracle
4 6 (3.35%) OpenAI
4 6 (3.35%) SAP
5 4 (2.23%) Alteryx
5 4 (2.23%) Google
5 4 (2.23%) HubSpot
5 4 (2.23%) Informatica
5 4 (2.23%) Salesforce
6 3 (1.68%) Talend
7 2 (1.12%) iManage
8 1 (0.56%) Adobe
8 1 (0.56%) Citrix
8 1 (0.56%) Civica
8 1 (0.56%) Cognizant
8 1 (0.56%) Foundry
8 1 (0.56%) Northgate
8 1 (0.56%) Orchard