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 1 September 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 272 236 285
Rank change year-on-year -36 +49 -105
Permanent jobs citing Data Analytics 180 202 237
As % of all permanent jobs with remote/hybrid work options 0.77% 1.23% 0.98%
As % of the Processes & Methodologies category 0.94% 1.32% 1.11%
Number of salaries quoted 113 129 156
10th Percentile £41,250 £38,845 £41,250
25th Percentile £42,500 £52,500 £53,750
Median annual salary (50th Percentile) £60,000 £67,500 £66,459
Median % change year-on-year -11.11% +1.57% -8.33%
75th Percentile £90,000 £98,000 £78,750
90th Percentile £105,000 £113,000 £97,500
UK median annual salary £60,484 £62,750 £62,500
% change year-on-year -3.61% +0.40% -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 19,126 15,292 21,289
As % of all permanent jobs with a WFH option 81.98% 93.01% 87.62%
Number of salaries quoted 13,800 8,904 14,205
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,750 £44,500
Median annual salary (50th Percentile) £60,000 £59,400 £60,000
Median % change year-on-year +1.01% -1.00% -4.00%
75th Percentile £80,000 £77,500 £79,225
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £60,000 £55,000 £56,000
% change year-on-year +9.09% -1.79% -6.67%

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 1 September 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 3 (1.67%) Apache
1 3 (1.67%) Apache Spark
1 3 (1.67%) SAS
2 2 (1.11%) Confluence
2 2 (1.11%) SharePoint
3 1 (0.56%) Microsoft Exchange
Applications
1 23 (12.78%) Microsoft Excel
2 2 (1.11%) MS Visio
2 2 (1.11%) SPSS
3 1 (0.56%) Microsoft Office
3 1 (0.56%) Microsoft Project
Business Applications
1 2 (1.11%) Dynamics CRM
2 1 (0.56%) Maximo
2 1 (0.56%) SAP PM
2 1 (0.56%) Sparx Enterprise Architect
Cloud Services
1 60 (33.33%) Azure
2 52 (28.89%) Power Platform
3 18 (10.00%) Azure DevOps
3 18 (10.00%) GitHub
4 15 (8.33%) GitHub Copilot
5 12 (6.67%) AWS
6 9 (5.00%) GCP
7 8 (4.44%) Azure Logic Apps
7 8 (4.44%) Microsoft Purview
7 8 (4.44%) Power Automate
7 8 (4.44%) SaaS
8 7 (3.89%) Entra ID
8 7 (3.89%) PowerApps
9 4 (2.22%) Alation
9 4 (2.22%) AWS CloudFormation
9 4 (2.22%) Azure Machine Learning
9 4 (2.22%) Google Analytics
9 4 (2.22%) Snowflake
10 3 (1.67%) dbt
10 3 (1.67%) Serverless
Communications & Networking
1 6 (3.33%) CHAP
2 1 (0.56%) Firewall
2 1 (0.56%) GoToMeeting
2 1 (0.56%) VPN
Database & Business Intelligence
1 42 (23.33%) Power BI
2 33 (18.33%) Azure SQL Database
3 32 (17.78%) MongoDB
4 15 (8.33%) Tableau
5 12 (6.67%) Relational Database
6 7 (3.89%) Data Warehouse
6 7 (3.89%) Metadata
7 5 (2.78%) Data Lake
7 5 (2.78%) Looker
7 5 (2.78%) Power Query
8 3 (1.67%) Hadoop
8 3 (1.67%) SQL Server
9 2 (1.11%) Amazon Athena
9 2 (1.11%) Amazon Redshift
9 2 (1.11%) Semantic Layer
10 1 (0.56%) Enterprise Data Warehouse
10 1 (0.56%) Flink
10 1 (0.56%) Oracle Reports
10 1 (0.56%) PowerPivot
10 1 (0.56%) SAS EBI
Development Applications
1 4 (2.22%) Browser DevTools
2 3 (1.67%) Git
2 3 (1.67%) JIRA
3 2 (1.11%) Balsamiq
4 1 (0.56%) ER Studio
4 1 (0.56%) ERwin
4 1 (0.56%) MLflow
General
1 70 (38.89%) Finance
2 60 (33.33%) Analytical Skills
3 47 (26.11%) Social Skills
4 25 (13.89%) Inclusion and Diversity
5 19 (10.56%) Marketing
6 18 (10.00%) Games
7 15 (8.33%) Aerospace
8 11 (6.11%) Banking
9 9 (5.00%) Public Sector
10 7 (3.89%) Financial Institution
11 6 (3.33%) French Language
11 6 (3.33%) Legal
12 5 (2.78%) Organisational Skills
12 5 (2.78%) Presentation Skills
13 4 (2.22%) Advertising
14 3 (1.67%) Corporate Banking
14 3 (1.67%) Retail
15 2 (1.11%) Automotive
15 2 (1.11%) Local Government
15 2 (1.11%) Retail Banking
Job Titles
1 45 (25.00%) Analyst
2 36 (20.00%) Data Analyst
2 36 (20.00%) Developer
3 32 (17.78%) .NET Developer
4 29 (16.11%) Senior
5 20 (11.11%) Senior Analyst
6 17 (9.44%) Architect
6 17 (9.44%) Senior Data Analyst
7 9 (5.00%) Data Architect
7 9 (5.00%) Lead
8 8 (4.44%) Administrator
8 8 (4.44%) Audit Manager
8 8 (4.44%) Coordinator
8 8 (4.44%) IT Manager
9 7 (3.89%) Auditor
9 7 (3.89%) Data Engineer
9 7 (3.89%) IT Audit Manager
9 7 (3.89%) Solutions Architect
9 7 (3.89%) Systems Administrator
10 6 (3.33%) Marketing Analytics Analyst
Libraries, Frameworks & Software Standards
1 34 (18.89%) .NET
2 32 (17.78%) .NET Core
2 32 (17.78%) ASP.NET
2 32 (17.78%) ASP.NET Core
3 18 (10.00%) CSS
3 18 (10.00%) Entity Framework
3 18 (10.00%) HTML
4 14 (7.78%) AngularJS
4 14 (7.78%) SubSonic
4 14 (7.78%) Vue
5 6 (3.33%) JSON
6 4 (2.22%) Terraform
7 1 (0.56%) .NET Framework
7 1 (0.56%) Apache NiFi
7 1 (0.56%) ARM Templates
7 1 (0.56%) Elastic Stack
7 1 (0.56%) Kafka
7 1 (0.56%) React
7 1 (0.56%) RESTful
Miscellaneous
1 18 (10.00%) Greenfield Project
2 13 (7.22%) Management Information System
3 9 (5.00%) Data Structures
4 6 (3.33%) Cloud Native
4 6 (3.33%) Cyberattack
4 6 (3.33%) Product Ownership
5 5 (2.78%) Housing Association
5 5 (2.78%) Onboarding
5 5 (2.78%) Virtual Team
6 4 (2.22%) Educational Technology
7 3 (1.67%) Social Media
8 2 (1.11%) Blog
8 2 (1.11%) Low-Code
8 2 (1.11%) NHS
8 2 (1.11%) Public Cloud
8 2 (1.11%) Self-Motivation
8 2 (1.11%) Web Conferencing
9 1 (0.56%) Blockchain
9 1 (0.56%) Legacy Systems
9 1 (0.56%) Operational Technology
Processes & Methodologies
1 180 (100.00%) Analytics
2 59 (32.78%) Problem-Solving
3 55 (30.56%) Agile
4 51 (28.33%) Decision-Making
5 44 (24.44%) AI
6 43 (23.89%) Data Analysis
7 39 (21.67%) Roadmaps
8 35 (19.44%) DevOps
8 35 (19.44%) Full-Stack Development
9 33 (18.33%) Business Intelligence
10 32 (17.78%) CI/CD
11 31 (17.22%) Actionable Insight
11 31 (17.22%) Data Governance
12 30 (16.67%) Data Management
12 30 (16.67%) Project Management
13 28 (15.56%) Stakeholder Engagement
14 27 (15.00%) Data Transformation
14 27 (15.00%) Strategic Thinking
15 24 (13.33%) Continuous Improvement
15 24 (13.33%) Data Extraction
Programming Languages
1 105 (58.33%) SQL
2 36 (20.00%) Python
3 34 (18.89%) C#
4 16 (8.89%) TypeScript
5 6 (3.33%) VBA
6 4 (2.22%) Data Analysis Expressions
6 4 (2.22%) R
7 1 (0.56%) Ada
7 1 (0.56%) Bicep
7 1 (0.56%) C
7 1 (0.56%) C++
7 1 (0.56%) Kusto Query Language
7 1 (0.56%) PowerShell
Qualifications
1 29 (16.11%) Degree
2 10 (5.56%) Security Cleared
3 8 (4.44%) SC Cleared
4 6 (3.33%) CGEIT
4 6 (3.33%) CISA
4 6 (3.33%) CISM
4 6 (3.33%) CISSP
4 6 (3.33%) FFIEC
4 6 (3.33%) SANS
5 3 (1.67%) AWS Certification
6 2 (1.11%) AWS Certified Solutions Architect
6 2 (1.11%) BPSS Clearance
7 1 (0.56%) Azure Certification
7 1 (0.56%) CIMA
7 1 (0.56%) CIPFA
7 1 (0.56%) Computer Science Degree
7 1 (0.56%) DBS Check
7 1 (0.56%) Master's Degree
7 1 (0.56%) Numerate Degree
7 1 (0.56%) TOGAF Certification
Quality Assurance & Compliance
1 30 (16.67%) Data Quality
2 16 (8.89%) QA
3 11 (6.11%) GDPR
4 9 (5.00%) Accessibility
5 7 (3.89%) NIST
6 6 (3.33%) COBIT
7 5 (2.78%) Actionable Recommendations
8 1 (0.56%) California Consumer Privacy Act
8 1 (0.56%) HIPAA
8 1 (0.56%) PCI DSS
8 1 (0.56%) PMO
System Software
1 18 (10.00%) Docker
2 7 (3.89%) Active Directory
Systems Management
1 16 (8.89%) Kubernetes
Vendors
1 58 (32.22%) Microsoft
2 10 (5.56%) Databricks
3 9 (5.00%) Salesforce
4 8 (4.44%) SAP
5 6 (3.33%) Google
6 3 (1.67%) Informatica
7 2 (1.11%) Dataiku
7 2 (1.11%) OpenAI
7 2 (1.11%) Oracle
8 1 (0.56%) Alteryx
8 1 (0.56%) Capita
8 1 (0.56%) Cognizant
8 1 (0.56%) HubSpot
8 1 (0.56%) Red Hat
8 1 (0.56%) Sparx
8 1 (0.56%) Talend
8 1 (0.56%) YouTube