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 10 August 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 270 219 270
Rank change year-on-year -51 +51 -90
Permanent jobs citing Data Analytics 193 239 278
As % of all permanent jobs with remote/hybrid work options 0.85% 1.45% 1.12%
As % of the Processes & Methodologies category 1.03% 1.56% 1.28%
Number of salaries quoted 125 133 176
10th Percentile £41,250 £32,100 £42,287
25th Percentile £42,500 £51,250 £52,375
Median annual salary (50th Percentile) £60,000 £67,500 £65,930
Median % change year-on-year -11.11% +2.38% -5.82%
75th Percentile £90,000 £97,500 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £62,750 £62,500
% change year-on-year -4.38% +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 18,798 15,349 21,794
As % of all permanent jobs with a WFH option 82.81% 92.91% 87.71%
Number of salaries quoted 13,570 9,030 15,663
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,875 £43,750
Median annual salary (50th Percentile) £60,000 £58,500 £60,000
Median % change year-on-year +2.56% -2.50% -4.00%
75th Percentile £80,000 £78,375 £77,500
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.71%

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 10 August 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 4 (2.07%) SAS
2 3 (1.55%) Apache
2 3 (1.55%) Apache Spark
3 2 (1.04%) Confluence
3 2 (1.04%) SharePoint
4 1 (0.52%) Microsoft Exchange
Applications
1 26 (13.47%) Microsoft Excel
2 2 (1.04%) Microsoft Office
2 2 (1.04%) MS Visio
2 2 (1.04%) SPSS
3 1 (0.52%) Microsoft Project
Business Applications
1 5 (2.59%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
2 1 (0.52%) Sparx Enterprise Architect
Cloud Services
1 65 (33.68%) Azure
2 58 (30.05%) Power Platform
3 18 (9.33%) Azure DevOps
4 17 (8.81%) GitHub
5 14 (7.25%) AWS
5 14 (7.25%) GitHub Copilot
6 11 (5.70%) GCP
7 10 (5.18%) Power Automate
8 8 (4.15%) Azure Logic Apps
8 8 (4.15%) PowerApps
9 7 (3.63%) Entra ID
9 7 (3.63%) SaaS
10 6 (3.11%) Microsoft Purview
11 5 (2.59%) Azure Machine Learning
11 5 (2.59%) Snowflake
12 4 (2.07%) Alation
12 4 (2.07%) Dynamics 365
12 4 (2.07%) Google Analytics
13 3 (1.55%) Azure Data Factory
13 3 (1.55%) dbt
Communications & Networking
1 9 (4.66%) CHAP
2 1 (0.52%) Firewall
2 1 (0.52%) GoToMeeting
2 1 (0.52%) VPN
Database & Business Intelligence
1 48 (24.87%) Power BI
2 33 (17.10%) Azure SQL Database
3 32 (16.58%) MongoDB
4 16 (8.29%) Tableau
5 12 (6.22%) Relational Database
6 7 (3.63%) Power Query
7 6 (3.11%) Data Warehouse
7 6 (3.11%) Looker
7 6 (3.11%) Metadata
8 4 (2.07%) SQL Server
9 3 (1.55%) Data Lake
9 3 (1.55%) Hadoop
9 3 (1.55%) PowerPivot
10 2 (1.04%) Oracle Reports
10 2 (1.04%) SAS EBI
10 2 (1.04%) Semantic Layer
11 1 (0.52%) Db2
11 1 (0.52%) SAP BW
11 1 (0.52%) Snowflake Schema
11 1 (0.52%) Star Schema
Development Applications
1 4 (2.07%) Browser DevTools
2 3 (1.55%) Git
2 3 (1.55%) JIRA
3 2 (1.04%) Balsamiq
4 1 (0.52%) ER Studio
4 1 (0.52%) ERwin
General
1 77 (39.90%) Finance
2 61 (31.61%) Analytical Skills
3 55 (28.50%) Social Skills
4 27 (13.99%) Inclusion and Diversity
5 21 (10.88%) Marketing
6 18 (9.33%) Games
7 15 (7.77%) Aerospace
8 13 (6.74%) Banking
9 10 (5.18%) Financial Institution
9 10 (5.18%) Public Sector
10 7 (3.63%) Legal
11 5 (2.59%) Advertising
11 5 (2.59%) French Language
11 5 (2.59%) Presentation Skills
12 4 (2.07%) Automotive
12 4 (2.07%) Organisational Skills
13 3 (1.55%) Law
13 3 (1.55%) Retail
14 2 (1.04%) Investment Banking
14 2 (1.04%) Local Government
Job Titles
1 49 (25.39%) Analyst
2 37 (19.17%) Data Analyst
3 36 (18.65%) Developer
4 34 (17.62%) Senior
5 32 (16.58%) .NET Developer
6 22 (11.40%) Senior Analyst
7 18 (9.33%) Architect
8 17 (8.81%) Senior Data Analyst
9 11 (5.70%) Auditor
10 9 (4.66%) Data Architect
10 9 (4.66%) Lead
11 8 (4.15%) Audit Manager
11 8 (4.15%) Data Engineer
11 8 (4.15%) Internal Auditor
11 8 (4.15%) IT Manager
11 8 (4.15%) Security Auditor
12 7 (3.63%) Administrator
12 7 (3.63%) Coordinator
12 7 (3.63%) IT Audit Manager
12 7 (3.63%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (17.62%) .NET
2 32 (16.58%) .NET Core
2 32 (16.58%) ASP.NET
2 32 (16.58%) ASP.NET Core
3 18 (9.33%) CSS
3 18 (9.33%) Entity Framework
3 18 (9.33%) HTML
4 14 (7.25%) AngularJS
4 14 (7.25%) SubSonic
4 14 (7.25%) Vue
5 6 (3.11%) JSON
6 1 (0.52%) .NET Framework
6 1 (0.52%) ARM Templates
6 1 (0.52%) Elastic Stack
6 1 (0.52%) Kafka
6 1 (0.52%) Middleware
6 1 (0.52%) PySpark
6 1 (0.52%) React
6 1 (0.52%) RESTful
6 1 (0.52%) SAP PI
Miscellaneous
1 18 (9.33%) Greenfield Project
2 16 (8.29%) Management Information System
3 10 (5.18%) Data Structures
4 8 (4.15%) Product Ownership
5 6 (3.11%) Cloud Native
5 6 (3.11%) Cyberattack
6 5 (2.59%) Onboarding
6 5 (2.59%) Virtual Team
7 4 (2.07%) Educational Technology
7 4 (2.07%) Housing Association
7 4 (2.07%) Self-Motivation
8 3 (1.55%) Blockchain
8 3 (1.55%) Social Media
9 2 (1.04%) Blog
9 2 (1.04%) IoT
9 2 (1.04%) Legacy Systems
9 2 (1.04%) Low-Code
9 2 (1.04%) NHS
9 2 (1.04%) Public Cloud
10 1 (0.52%) Data Fabric
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 193 (100.00%) Analytics
2 60 (31.09%) Agile
2 60 (31.09%) Problem-Solving
3 54 (27.98%) Decision-Making
4 49 (25.39%) Data Analysis
5 46 (23.83%) AI
6 41 (21.24%) Roadmaps
7 39 (20.21%) Actionable Insight
7 39 (20.21%) Business Intelligence
8 36 (18.65%) Full-Stack Development
9 35 (18.13%) DevOps
10 34 (17.62%) Data Governance
10 34 (17.62%) Project Management
11 33 (17.10%) Stakeholder Engagement
12 32 (16.58%) Data Management
13 30 (15.54%) CI/CD
14 29 (15.03%) Continuous Improvement
15 28 (14.51%) Strategic Thinking
16 27 (13.99%) Data Transformation
17 26 (13.47%) Data Extraction
Programming Languages
1 104 (53.89%) SQL
2 37 (19.17%) Python
3 34 (17.62%) C#
4 16 (8.29%) TypeScript
5 6 (3.11%) VBA
6 5 (2.59%) R
7 4 (2.07%) Data Analysis Expressions
8 1 (0.52%) ABAP
8 1 (0.52%) Ada
8 1 (0.52%) Bicep
8 1 (0.52%) C
8 1 (0.52%) C++
8 1 (0.52%) PowerShell
Qualifications
1 30 (15.54%) Degree
2 10 (5.18%) Security Cleared
3 9 (4.66%) CGEIT
3 9 (4.66%) CISA
3 9 (4.66%) CISM
3 9 (4.66%) CISSP
3 9 (4.66%) FFIEC
3 9 (4.66%) SANS
4 8 (4.15%) SC Cleared
5 2 (1.04%) BPSS Clearance
5 2 (1.04%) Computer Science Degree
5 2 (1.04%) Master's Degree
6 1 (0.52%) AWS Certification
6 1 (0.52%) CBAP
6 1 (0.52%) DBS Check
6 1 (0.52%) IIBA
6 1 (0.52%) Numerate Degree
6 1 (0.52%) OCP
6 1 (0.52%) Oracle Certification
6 1 (0.52%) TOGAF Certification
Quality Assurance & Compliance
1 32 (16.58%) Data Quality
2 17 (8.81%) QA
3 15 (7.77%) GDPR
4 10 (5.18%) NIST
5 9 (4.66%) Accessibility
5 9 (4.66%) Actionable Recommendations
5 9 (4.66%) COBIT
6 1 (0.52%) California Consumer Privacy Act
6 1 (0.52%) HIPAA
6 1 (0.52%) IFRS
6 1 (0.52%) IFRS 17
6 1 (0.52%) PCI DSS
6 1 (0.52%) PMO
System Software
1 18 (9.33%) Docker
2 7 (3.63%) Active Directory
Systems Management
1 16 (8.29%) Kubernetes
2 2 (1.04%) Terraform
Vendors
1 62 (32.12%) Microsoft
2 11 (5.70%) SAP
3 10 (5.18%) Databricks
3 10 (5.18%) Salesforce
4 8 (4.15%) Google
5 6 (3.11%) Oracle
6 2 (1.04%) Alteryx
6 2 (1.04%) Dataiku
6 2 (1.04%) Informatica
6 2 (1.04%) OpenAI
6 2 (1.04%) Talend
7 1 (0.52%) Capita
7 1 (0.52%) Citrix
7 1 (0.52%) Cognizant
7 1 (0.52%) Foundry
7 1 (0.52%) HubSpot
7 1 (0.52%) Red Hat
7 1 (0.52%) Sparx