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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 236 175 220
Rank change year-on-year -61 +45 -34
Permanent jobs citing Data Analytics 192 310 509
As % of all permanent jobs with remote/hybrid work options 0.96% 2.02% 1.47%
As % of the Processes & Methodologies category 1.17% 2.14% 1.66%
Number of salaries quoted 114 180 348
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,337 £41,164
Median annual salary (50th Percentile) £76,589 £60,000 £60,000
Median % change year-on-year +27.65% - -14.29%
75th Percentile £91,875 £75,000 £77,500
90th Percentile £105,000 £98,474 £95,750
UK median annual salary £60,000 £61,564 £60,000
% change year-on-year -2.54% +2.61% -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 16,346 14,518 30,753
As % of all permanent jobs with a WFH option 81.87% 94.57% 88.97%
Number of salaries quoted 11,794 8,418 23,762
10th Percentile £35,000 £29,913 £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 17 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 17 (8.85%) 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 50 (26.04%) Power Platform
2 49 (25.52%) Azure
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%) GitHub
6 8 (4.17%) GitHub Copilot
6 8 (4.17%) PowerApps
7 7 (3.65%) Entra ID
7 7 (3.65%) Microsoft Purview
8 6 (3.13%) Azure Machine Learning
8 6 (3.13%) GCP
9 5 (2.60%) Azure Data Factory
9 5 (2.60%) SaaS
9 5 (2.60%) Snowflake
10 4 (2.08%) Azure Synapse Analytics
10 4 (2.08%) Dynamics 365
11 2 (1.04%) Amazon Bedrock
11 2 (1.04%) Azure Cognitive Services
Communications & Networking
1 23 (11.98%) Broadband
2 18 (9.38%) CHAP
Database & Business Intelligence
1 40 (20.83%) Power BI
2 20 (10.42%) Azure SQL Database
3 19 (9.90%) MongoDB
4 10 (5.21%) Relational Database
5 8 (4.17%) Power Query
5 8 (4.17%) Tableau
6 7 (3.65%) Data Warehouse
6 7 (3.65%) PowerPivot
7 4 (2.08%) NoSQL
7 4 (2.08%) SQL Server
8 3 (1.56%) Metadata
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%) Looker
10 1 (0.52%) SAP Data Services
10 1 (0.52%) SAP HANA
10 1 (0.52%) Semantic Layer
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 56 (29.17%) Social Skills
3 45 (23.44%) Analytical Skills
4 23 (11.98%) Banking
5 19 (9.90%) Financial Institution
5 19 (9.90%) Inclusion and Diversity
6 11 (5.73%) Games
6 11 (5.73%) Marketing
7 8 (4.17%) Advertising
7 8 (4.17%) Aerospace
8 7 (3.65%) Automotive
9 6 (3.13%) Legal
9 6 (3.13%) Public Sector
10 5 (2.60%) French Language
10 5 (2.60%) Law
11 4 (2.08%) General Ledger
11 4 (2.08%) Influencing Skills
11 4 (2.08%) Retail
12 3 (1.56%) Corporate Banking
12 3 (1.56%) Investment Banking
Job Titles
1 47 (24.48%) Senior
2 43 (22.40%) Analyst
3 31 (16.15%) Developer
4 30 (15.63%) Data Analyst
5 21 (10.94%) Auditor
6 19 (9.90%) .NET Developer
6 19 (9.90%) Architect
6 19 (9.90%) Senior Analyst
7 17 (8.85%) Internal Auditor
7 17 (8.85%) Security Auditor
7 17 (8.85%) Senior Data Analyst
8 12 (6.25%) Scala Engineer
9 9 (4.69%) Lead
9 9 (4.69%) Software Engineer
9 9 (4.69%) Solutions Architect
10 8 (4.17%) Data Architect
10 8 (4.17%) Data Engineer
10 8 (4.17%) Data Manager
10 8 (4.17%) Scala Software Engineer
10 8 (4.17%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 22 (11.46%) Akka
2 20 (10.42%) .NET
3 19 (9.90%) .NET Core
3 19 (9.90%) ASP.NET
3 19 (9.90%) ASP.NET Core
4 13 (6.77%) CSS
4 13 (6.77%) HTML
5 11 (5.73%) Entity Framework
6 8 (4.17%) AngularJS
6 8 (4.17%) SubSonic
6 8 (4.17%) Vue
7 4 (2.08%) JSON
8 1 (0.52%) .NET Framework
8 1 (0.52%) LangChain
8 1 (0.52%) Middleware
8 1 (0.52%) PySpark
8 1 (0.52%) React
8 1 (0.52%) SAP PI
Miscellaneous
1 23 (11.98%) Management Information System
1 23 (11.98%) Video\Live Streaming
2 22 (11.46%) Over-the-Top Content
3 11 (5.73%) Greenfield Project
4 10 (5.21%) Data Structures
5 9 (4.69%) Blockchain
6 7 (3.65%) Onboarding
6 7 (3.65%) Product Ownership
7 6 (3.13%) Cyberattack
8 5 (2.60%) Self-Motivation
8 5 (2.60%) Virtual Team
9 3 (1.56%) Cloud Native
9 3 (1.56%) Social Media
10 2 (1.04%) Distributed Systems
10 2 (1.04%) IoT
10 2 (1.04%) Low-Code
10 2 (1.04%) PMI
11 1 (0.52%) AI Agents
11 1 (0.52%) Operational Technology
11 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 71 (36.98%) Agile
3 51 (26.56%) Data Analysis
4 50 (26.04%) Problem-Solving
5 45 (23.44%) AI
5 45 (23.44%) Decision-Making
6 40 (20.83%) Project Management
6 40 (20.83%) Stakeholder Engagement
7 38 (19.79%) Actionable Insight
8 37 (19.27%) Roadmaps
9 35 (18.23%) Data Governance
10 32 (16.67%) Data Management
11 31 (16.15%) Business Intelligence
11 31 (16.15%) Risk Management
12 26 (13.54%) Continuous Improvement
12 26 (13.54%) Strategic Thinking
13 25 (13.02%) Data Transformation
14 24 (12.50%) Data Extraction
14 24 (12.50%) DevOps
14 24 (12.50%) Information Security
Programming Languages
1 86 (44.79%) SQL
2 44 (22.92%) Python
3 23 (11.98%) Scala
4 22 (11.46%) C#
5 10 (5.21%) TypeScript
6 8 (4.17%) R
7 4 (2.08%) VBA
8 3 (1.56%) Data Analysis Expressions
9 2 (1.04%) Java
10 1 (0.52%) ABAP
10 1 (0.52%) Ada
10 1 (0.52%) C
10 1 (0.52%) C++
Qualifications
1 20 (10.42%) Degree
2 18 (9.38%) CGEIT
2 18 (9.38%) CISA
2 18 (9.38%) CISM
2 18 (9.38%) CISSP
2 18 (9.38%) FFIEC
2 18 (9.38%) SANS
3 8 (4.17%) Security Cleared
4 5 (2.60%) SC Cleared
5 4 (2.08%) DBS Check
6 2 (1.04%) Azure Certification
6 2 (1.04%) PMI Certification
7 1 (0.52%) ACCA
7 1 (0.52%) CIMA
7 1 (0.52%) CIPFA
7 1 (0.52%) Computer Science Degree
7 1 (0.52%) Master's Degree
7 1 (0.52%) Microsoft Certification
7 1 (0.52%) Numerate Degree
7 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 22 (11.46%) GDPR
2 20 (10.42%) Data Quality
3 18 (9.38%) COBIT
3 18 (9.38%) NIST
4 13 (6.77%) 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 30 (15.63%) Docker
2 7 (3.65%) Active Directory
Systems Management
1 30 (15.63%) Kubernetes
Vendors
1 48 (25.00%) 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 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