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

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 237 183 206
Rank change year-on-year -54 +23 -10
Permanent jobs citing Data Analytics 187 303 522
As % of all permanent jobs with remote/hybrid work options 0.97% 2.04% 1.55%
As % of the Processes & Methodologies category 1.18% 2.15% 1.73%
Number of salaries quoted 110 172 354
10th Percentile £41,125 £25,000 £35,000
25th Percentile £50,000 £29,848 £41,250
Median annual salary (50th Percentile) £78,339 £60,000 £60,000
Median % change year-on-year +30.56% - -10.45%
75th Percentile £99,375 £72,500 £77,500
90th Percentile £122,500 £98,474 £95,000
UK median annual salary £60,000 £60,743 £60,000
% change year-on-year -1.22% +1.24% -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 15,829 14,071 30,131
As % of all permanent jobs with a WFH option 82.52% 94.77% 89.76%
Number of salaries quoted 11,309 8,239 23,590
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% -9.69%

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 3 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 (2.67%) SAS
2 2 (1.07%) SharePoint
3 1 (0.53%) CMS
3 1 (0.53%) Confluence
Applications
1 15 (8.02%) Microsoft Excel
2 2 (1.07%) SPSS
3 1 (0.53%) Microsoft Office
Business Applications
1 4 (2.14%) Dynamics CRM
2 1 (0.53%) Maximo
2 1 (0.53%) SAP PM
2 1 (0.53%) SAP S/4HANA
Cloud Services
1 46 (24.60%) Power Platform
2 44 (23.53%) Azure
3 14 (7.49%) Power Automate
4 10 (5.35%) AWS
4 10 (5.35%) Azure DevOps
5 9 (4.81%) Azure Logic Apps
6 8 (4.28%) PowerApps
7 7 (3.74%) Entra ID
7 7 (3.74%) Microsoft Purview
7 7 (3.74%) SaaS
8 6 (3.21%) Azure Machine Learning
8 6 (3.21%) GCP
8 6 (3.21%) GitHub
8 6 (3.21%) GitHub Copilot
9 5 (2.67%) Snowflake
10 4 (2.14%) Amazon S3
10 4 (2.14%) Azure Data Factory
10 4 (2.14%) Dynamics 365
11 3 (1.60%) Amazon SageMaker
11 3 (1.60%) Azure Synapse Analytics
Communications & Networking
1 24 (12.83%) Broadband
2 21 (11.23%) CHAP
Database & Business Intelligence
1 37 (19.79%) Power BI
2 14 (7.49%) Azure SQL Database
2 14 (7.49%) MongoDB
3 8 (4.28%) Power Query
3 8 (4.28%) Relational Database
4 7 (3.74%) Data Warehouse
4 7 (3.74%) PowerPivot
4 7 (3.74%) Tableau
5 5 (2.67%) Metadata
6 4 (2.14%) NoSQL
6 4 (2.14%) SQL Server
7 3 (1.60%) IBM InfoSphere
7 3 (1.60%) Oracle Reports
7 3 (1.60%) SAS EBI
8 2 (1.07%) SQL Server Integration Services
9 1 (0.53%) Data Mining
9 1 (0.53%) DB2
9 1 (0.53%) SAP BW
9 1 (0.53%) SAP Data Services
9 1 (0.53%) SAP HANA
Development Applications
1 22 (11.76%) Jenkins
1 22 (11.76%) TeamCity
2 4 (2.14%) Browser DevTools
3 2 (1.07%) JIRA
4 1 (0.53%) MLflow
General
1 75 (40.11%) Finance
2 56 (29.95%) Social Skills
3 45 (24.06%) Analytical Skills
4 26 (13.90%) Banking
5 22 (11.76%) Financial Institution
6 16 (8.56%) Inclusion and Diversity
7 9 (4.81%) Games
7 9 (4.81%) Marketing
7 9 (4.81%) Public Sector
8 8 (4.28%) Advertising
9 7 (3.74%) Automotive
10 6 (3.21%) Aerospace
10 6 (3.21%) Legal
11 5 (2.67%) French Language
11 5 (2.67%) Law
12 4 (2.14%) General Ledger
12 4 (2.14%) Influencing Skills
12 4 (2.14%) Retail
13 3 (1.60%) Corporate Banking
13 3 (1.60%) Investment Banking
Job Titles
1 48 (25.67%) Senior
2 42 (22.46%) Analyst
3 29 (15.51%) Data Analyst
4 26 (13.90%) Developer
5 24 (12.83%) Auditor
6 20 (10.70%) Internal Auditor
6 20 (10.70%) Security Auditor
7 19 (10.16%) Senior Analyst
8 18 (9.63%) Architect
9 17 (9.09%) Senior Data Analyst
10 14 (7.49%) .NET Developer
11 12 (6.42%) Scala Engineer
12 11 (5.88%) Data Engineer
12 11 (5.88%) Software Engineer
13 9 (4.81%) Lead
13 9 (4.81%) Solutions Architect
14 8 (4.28%) Data Manager
14 8 (4.28%) Scala Software Engineer
14 8 (4.28%) Senior Scala Engineer
15 7 (3.74%) Project Analyst
Libraries, Frameworks & Software Standards
1 22 (11.76%) Akka
2 15 (8.02%) .NET
3 14 (7.49%) .NET Core
3 14 (7.49%) ASP.NET
3 14 (7.49%) ASP.NET Core
4 10 (5.35%) CSS
4 10 (5.35%) HTML
5 8 (4.28%) Entity Framework
6 6 (3.21%) AngularJS
6 6 (3.21%) SubSonic
6 6 (3.21%) Vue
7 5 (2.67%) PySpark
8 4 (2.14%) JSON
9 1 (0.53%) .NET Framework
9 1 (0.53%) LangChain
9 1 (0.53%) Middleware
9 1 (0.53%) React
9 1 (0.53%) SAP PI
Miscellaneous
1 26 (13.90%) Management Information System
2 23 (12.30%) Video\Live Streaming
3 22 (11.76%) Over-the-Top Content
4 10 (5.35%) Blockchain
4 10 (5.35%) Data Structures
5 8 (4.28%) Greenfield Project
6 7 (3.74%) Onboarding
7 6 (3.21%) Cyberattack
8 5 (2.67%) Product Ownership
8 5 (2.67%) Self-Motivation
8 5 (2.67%) Virtual Team
9 4 (2.14%) Legacy Systems
10 3 (1.60%) Social Media
11 2 (1.07%) Cloud Native
11 2 (1.07%) Distributed Systems
11 2 (1.07%) IoT
11 2 (1.07%) Low-Code
11 2 (1.07%) PMI
12 1 (0.53%) Data Fabric
12 1 (0.53%) Reinsurance
Operating Systems
1 1 (0.53%) AIX
1 1 (0.53%) Unix
1 1 (0.53%) Windows
Processes & Methodologies
1 187 (100.00%) Analytics
2 73 (39.04%) Agile
3 52 (27.81%) Problem-Solving
4 51 (27.27%) Data Analysis
5 45 (24.06%) AI
6 42 (22.46%) Decision-Making
6 42 (22.46%) Stakeholder Engagement
7 41 (21.93%) Actionable Insight
7 41 (21.93%) Project Management
8 35 (18.72%) Roadmaps
9 34 (18.18%) Data Governance
10 32 (17.11%) Data Management
11 31 (16.58%) Business Intelligence
11 31 (16.58%) Risk Management
12 26 (13.90%) Data Protection
12 26 (13.90%) Internal Audit
12 26 (13.90%) Strategic Thinking
13 25 (13.37%) Data Transformation
14 24 (12.83%) Data Extraction
14 24 (12.83%) Information Security
Programming Languages
1 78 (41.71%) SQL
2 49 (26.20%) Python
3 26 (13.90%) Scala
4 17 (9.09%) C#
5 8 (4.28%) R
5 8 (4.28%) TypeScript
6 3 (1.60%) Data Analysis Expressions
7 2 (1.07%) Java
7 2 (1.07%) VBA
8 1 (0.53%) ABAP
8 1 (0.53%) Ada
8 1 (0.53%) C
8 1 (0.53%) C++
Qualifications
1 21 (11.23%) CGEIT
1 21 (11.23%) CISA
1 21 (11.23%) CISM
1 21 (11.23%) CISSP
1 21 (11.23%) FFIEC
1 21 (11.23%) SANS
2 20 (10.70%) Degree
3 7 (3.74%) Security Cleared
4 4 (2.14%) DBS Check
4 4 (2.14%) SC Cleared
5 2 (1.07%) Azure Certification
5 2 (1.07%) PMI Certification
6 1 (0.53%) ACCA
6 1 (0.53%) CBAP
6 1 (0.53%) CIMA
6 1 (0.53%) CIPFA
6 1 (0.53%) IIBA
6 1 (0.53%) ISACA
6 1 (0.53%) Microsoft Certification
6 1 (0.53%) SAP Certification
Quality Assurance & Compliance
1 25 (13.37%) GDPR
2 22 (11.76%) Data Quality
3 21 (11.23%) COBIT
3 21 (11.23%) NIST
4 11 (5.88%) QA
5 8 (4.28%) Accessibility
5 8 (4.28%) Actionable Recommendations
6 2 (1.07%) GMP
6 2 (1.07%) ISO 9001
6 2 (1.07%) WCAG
7 1 (0.53%) IFRS
7 1 (0.53%) IFRS 17
System Software
1 28 (14.97%) Docker
2 7 (3.74%) Active Directory
Systems Management
1 28 (14.97%) Kubernetes
2 3 (1.60%) Terraform
Vendors
1 41 (21.93%) Microsoft
2 8 (4.28%) Databricks
3 7 (3.74%) Oracle
4 6 (3.21%) OpenAI
4 6 (3.21%) SAP
5 5 (2.67%) Salesforce
6 4 (2.14%) Alteryx
6 4 (2.14%) HubSpot
6 4 (2.14%) Informatica
7 3 (1.60%) Google
7 3 (1.60%) Talend
8 2 (1.07%) iManage
9 1 (0.53%) Adobe
9 1 (0.53%) Capita
9 1 (0.53%) Citrix
9 1 (0.53%) Civica
9 1 (0.53%) Cognizant
9 1 (0.53%) Foundry
9 1 (0.53%) Northgate
9 1 (0.53%) Orchard