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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 283 236 284
Rank change year-on-year -47 +48 -112
Permanent jobs citing Data Analytics 187 199 230
As % of all permanent jobs with remote/hybrid work options 0.79% 1.23% 0.99%
As % of the Processes & Methodologies category 0.96% 1.32% 1.13%
Number of salaries quoted 118 128 142
10th Percentile £40,875 £40,312 £41,250
25th Percentile £42,500 £54,375 £54,439
Median annual salary (50th Percentile) £60,000 £68,750 £65,400
Median % change year-on-year -12.73% +5.12% -9.79%
75th Percentile £90,000 £95,625 £78,750
90th Percentile £105,000 £113,250 £97,500
UK median annual salary £61,847 £63,000 £62,500
% change year-on-year -1.83% +0.80% -3.85%

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 19,480 15,052 20,418
As % of all permanent jobs with a WFH option 81.91% 92.98% 87.54%
Number of salaries quoted 14,035 8,660 12,878
10th Percentile £34,750 £29,838 £35,225
25th Percentile £44,972 £40,500 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - -4.00%
75th Percentile £80,000 £78,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 9 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 (1.60%) Apache
1 3 (1.60%) Apache Spark
1 3 (1.60%) SAS
2 2 (1.07%) Confluence
2 2 (1.07%) SharePoint
3 1 (0.53%) Microsoft Exchange
Applications
1 24 (12.83%) Microsoft Excel
2 2 (1.07%) MS Visio
2 2 (1.07%) SPSS
3 1 (0.53%) Microsoft Office
3 1 (0.53%) Microsoft Project
3 1 (0.53%) Photoshop
3 1 (0.53%) Spreadsheet
Business Applications
1 1 (0.53%) Dynamics CRM
1 1 (0.53%) Maximo
1 1 (0.53%) SAP PM
1 1 (0.53%) Sparx Enterprise Architect
Cloud Services
1 61 (32.62%) Azure
2 53 (28.34%) Power Platform
3 19 (10.16%) GitHub
4 18 (9.63%) Azure DevOps
5 16 (8.56%) GitHub Copilot
6 14 (7.49%) AWS
7 9 (4.81%) GCP
8 8 (4.28%) Azure Logic Apps
8 8 (4.28%) Microsoft Purview
8 8 (4.28%) Power Automate
8 8 (4.28%) SaaS
9 7 (3.74%) Entra ID
9 7 (3.74%) PowerApps
10 4 (2.14%) Alation
10 4 (2.14%) AWS CloudFormation
10 4 (2.14%) Azure Machine Learning
10 4 (2.14%) Google Analytics
10 4 (2.14%) Snowflake
11 3 (1.60%) Amazon S3
11 3 (1.60%) dbt
Communications & Networking
1 6 (3.21%) CHAP
2 1 (0.53%) Firewall
2 1 (0.53%) GoToMeeting
2 1 (0.53%) VPN
Database & Business Intelligence
1 43 (22.99%) Power BI
2 33 (17.65%) Azure SQL Database
3 32 (17.11%) MongoDB
4 15 (8.02%) Tableau
5 12 (6.42%) Relational Database
6 7 (3.74%) Data Warehouse
6 7 (3.74%) Metadata
7 5 (2.67%) Data Lake
7 5 (2.67%) Looker
7 5 (2.67%) Power Query
8 3 (1.60%) Hadoop
8 3 (1.60%) SQL Server
9 2 (1.07%) Amazon Athena
9 2 (1.07%) Amazon Redshift
9 2 (1.07%) Semantic Layer
10 1 (0.53%) Delta Lake
10 1 (0.53%) Enterprise Data Warehouse
10 1 (0.53%) Flink
10 1 (0.53%) PowerPivot
10 1 (0.53%) SAS EBI
Development Applications
1 5 (2.67%) Git
2 4 (2.14%) Browser DevTools
3 3 (1.60%) JIRA
4 2 (1.07%) Balsamiq
5 1 (0.53%) Claude Code
5 1 (0.53%) ER Studio
5 1 (0.53%) ERwin
5 1 (0.53%) MLflow
5 1 (0.53%) Visual Studio Code
General
1 73 (39.04%) Finance
2 64 (34.22%) Analytical Skills
3 50 (26.74%) Social Skills
4 25 (13.37%) Inclusion and Diversity
5 20 (10.70%) Marketing
6 18 (9.63%) Games
7 15 (8.02%) Aerospace
8 11 (5.88%) Banking
9 9 (4.81%) Public Sector
10 7 (3.74%) Financial Institution
10 7 (3.74%) Organisational Skills
11 6 (3.21%) French Language
11 6 (3.21%) Legal
12 5 (2.67%) Presentation Skills
13 4 (2.14%) Advertising
13 4 (2.14%) Retail
14 3 (1.60%) Corporate Banking
15 2 (1.07%) Automotive
15 2 (1.07%) Local Government
15 2 (1.07%) Retail Banking
Job Titles
1 46 (24.60%) Analyst
2 37 (19.79%) Data Analyst
3 36 (19.25%) Developer
4 32 (17.11%) .NET Developer
4 32 (17.11%) Senior
5 20 (10.70%) Senior Analyst
6 17 (9.09%) Architect
6 17 (9.09%) Senior Data Analyst
7 10 (5.35%) Data Engineer
8 9 (4.81%) Audit Manager
8 9 (4.81%) Data Architect
8 9 (4.81%) IT Manager
8 9 (4.81%) Lead
9 8 (4.28%) Administrator
9 8 (4.28%) Coordinator
9 8 (4.28%) IT Audit Manager
10 7 (3.74%) Auditor
10 7 (3.74%) Solutions Architect
10 7 (3.74%) Systems Administrator
11 6 (3.21%) Data Manager
Libraries, Frameworks & Software Standards
1 34 (18.18%) .NET
2 32 (17.11%) .NET Core
2 32 (17.11%) ASP.NET
2 32 (17.11%) ASP.NET Core
3 18 (9.63%) CSS
3 18 (9.63%) Entity Framework
3 18 (9.63%) HTML
4 14 (7.49%) AngularJS
4 14 (7.49%) SubSonic
4 14 (7.49%) Vue
5 6 (3.21%) JSON
6 4 (2.14%) Terraform
7 2 (1.07%) React
7 2 (1.07%) RESTful
8 1 (0.53%) .NET Framework
8 1 (0.53%) Elastic Stack
8 1 (0.53%) Kafka
8 1 (0.53%) Matplotlib
8 1 (0.53%) Node.js
8 1 (0.53%) NumPy
Miscellaneous
1 18 (9.63%) Greenfield Project
2 14 (7.49%) Management Information System
3 9 (4.81%) Data Structures
4 6 (3.21%) Cloud Native
4 6 (3.21%) Cyberattack
4 6 (3.21%) Product Ownership
5 5 (2.67%) Housing Association
5 5 (2.67%) Onboarding
5 5 (2.67%) Virtual Team
6 4 (2.14%) Educational Technology
7 2 (1.07%) Blog
7 2 (1.07%) Low-Code
7 2 (1.07%) NHS
7 2 (1.07%) Public Cloud
7 2 (1.07%) Self-Motivation
7 2 (1.07%) Social Media
7 2 (1.07%) Web Conferencing
8 1 (0.53%) Credit Risk
8 1 (0.53%) FMCG
8 1 (0.53%) SCADA
Operating Systems
1 1 (0.53%) Windows
Processes & Methodologies
1 187 (100.00%) Analytics
2 62 (33.16%) Problem-Solving
3 56 (29.95%) Decision-Making
4 55 (29.41%) Agile
5 48 (25.67%) AI
6 44 (23.53%) Data Analysis
7 39 (20.86%) Roadmaps
8 36 (19.25%) Full-Stack Development
9 35 (18.72%) DevOps
10 34 (18.18%) Business Intelligence
11 33 (17.65%) CI/CD
12 32 (17.11%) Actionable Insight
12 32 (17.11%) Data Governance
13 30 (16.04%) Data Management
13 30 (16.04%) Project Management
14 29 (15.51%) Data Transformation
14 29 (15.51%) Stakeholder Engagement
15 27 (14.44%) Strategic Thinking
16 25 (13.37%) Continuous Improvement
16 25 (13.37%) Visualisation
Programming Languages
1 107 (57.22%) SQL
2 38 (20.32%) Python
3 34 (18.18%) C#
4 17 (9.09%) TypeScript
5 6 (3.21%) VBA
6 4 (2.14%) Data Analysis Expressions
6 4 (2.14%) R
7 2 (1.07%) PowerShell
8 1 (0.53%) Ada
8 1 (0.53%) Bicep
8 1 (0.53%) C
8 1 (0.53%) C++
8 1 (0.53%) JavaScript
8 1 (0.53%) Kusto Query Language
Qualifications
1 30 (16.04%) Degree
2 10 (5.35%) Security Cleared
3 8 (4.28%) SC Cleared
4 7 (3.74%) CISA
4 7 (3.74%) CISM
4 7 (3.74%) CISSP
5 6 (3.21%) CGEIT
5 6 (3.21%) FFIEC
5 6 (3.21%) SANS
6 3 (1.60%) AWS Certification
7 2 (1.07%) ACCA
7 2 (1.07%) AWS Certified Solutions Architect
7 2 (1.07%) BPSS Clearance
7 2 (1.07%) CIMA
7 2 (1.07%) Computer Science Degree
8 1 (0.53%) Azure Certification
8 1 (0.53%) CIPFA
8 1 (0.53%) OCP
8 1 (0.53%) Oracle Certification
8 1 (0.53%) PhD
Quality Assurance & Compliance
1 32 (17.11%) Data Quality
2 17 (9.09%) QA
3 11 (5.88%) GDPR
4 9 (4.81%) Accessibility
5 7 (3.74%) NIST
6 6 (3.21%) COBIT
7 4 (2.14%) Actionable Recommendations
8 1 (0.53%) California Consumer Privacy Act
8 1 (0.53%) HIPAA
8 1 (0.53%) IFRS
8 1 (0.53%) ISO/IEC 42001
8 1 (0.53%) PCI DSS
8 1 (0.53%) PMO
System Software
1 19 (10.16%) Docker
2 7 (3.74%) Active Directory
Systems Management
1 16 (8.56%) Kubernetes
Vendors
1 58 (31.02%) Microsoft
2 11 (5.88%) Databricks
3 8 (4.28%) Salesforce
4 7 (3.74%) SAP
5 6 (3.21%) Google
6 3 (1.60%) Informatica
7 2 (1.07%) Dataiku
7 2 (1.07%) OpenAI
8 1 (0.53%) Alteryx
8 1 (0.53%) Capita
8 1 (0.53%) Cognizant
8 1 (0.53%) HubSpot
8 1 (0.53%) Oracle
8 1 (0.53%) Red Hat
8 1 (0.53%) Sparx
8 1 (0.53%) Talend
8 1 (0.53%) YouTube