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

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 277 213 270
Rank change year-on-year -64 +57 -85
Permanent jobs citing Data Analytics 188 235 260
As % of all permanent jobs with remote/hybrid work options 0.82% 1.41% 1.06%
As % of the Processes & Methodologies category 1.00% 1.52% 1.21%
Number of salaries quoted 122 129 169
10th Percentile £41,250 £34,900 £42,079
25th Percentile £42,500 £52,500 £52,500
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 £95,000 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £63,750 £62,500
% change year-on-year -5.88% +2.00% -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 18,803 15,435 21,557
As % of all permanent jobs with a WFH option 82.40% 92.94% 87.56%
Number of salaries quoted 13,575 8,949 15,283
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,549 £43,750
Median annual salary (50th Percentile) £60,000 £57,500 £60,000
Median % change year-on-year +4.35% -4.17% -4.00%
75th Percentile £80,000 £77,500 £78,750
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 17 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 (2.13%) SAS
2 3 (1.60%) Apache
2 3 (1.60%) Apache Spark
3 2 (1.06%) Confluence
3 2 (1.06%) SharePoint
4 1 (0.53%) Microsoft Exchange
Applications
1 26 (13.83%) Microsoft Excel
2 2 (1.06%) MS Visio
2 2 (1.06%) SPSS
3 1 (0.53%) Microsoft Office
3 1 (0.53%) Microsoft Project
Business Applications
1 4 (2.13%) Dynamics CRM
2 1 (0.53%) Maximo
2 1 (0.53%) SAP PM
2 1 (0.53%) SAP S/4HANA
2 1 (0.53%) Sparx Enterprise Architect
Cloud Services
1 63 (33.51%) Azure
2 57 (30.32%) Power Platform
3 18 (9.57%) Azure DevOps
4 17 (9.04%) GitHub
5 14 (7.45%) GitHub Copilot
6 12 (6.38%) AWS
7 11 (5.85%) GCP
8 10 (5.32%) Power Automate
9 8 (4.26%) Azure Logic Apps
9 8 (4.26%) PowerApps
10 7 (3.72%) Entra ID
10 7 (3.72%) SaaS
11 6 (3.19%) Microsoft Purview
12 5 (2.66%) Azure Machine Learning
13 4 (2.13%) Alation
13 4 (2.13%) Google Analytics
14 3 (1.60%) dbt
14 3 (1.60%) Dynamics 365
14 3 (1.60%) Snowflake
15 2 (1.06%) Azure Data Factory
Communications & Networking
1 8 (4.26%) CHAP
2 1 (0.53%) Firewall
2 1 (0.53%) GoToMeeting
2 1 (0.53%) VPN
Database & Business Intelligence
1 47 (25.00%) Power BI
2 33 (17.55%) Azure SQL Database
3 32 (17.02%) MongoDB
4 16 (8.51%) Tableau
5 12 (6.38%) Relational Database
6 7 (3.72%) Power Query
7 6 (3.19%) Looker
7 6 (3.19%) Metadata
8 5 (2.66%) Data Warehouse
9 4 (2.13%) SQL Server
10 3 (1.60%) Data Lake
10 3 (1.60%) Hadoop
10 3 (1.60%) PowerPivot
11 2 (1.06%) Oracle Reports
11 2 (1.06%) SAS EBI
11 2 (1.06%) Semantic Layer
12 1 (0.53%) GIS
12 1 (0.53%) SAP BW
12 1 (0.53%) Snowflake Schema
12 1 (0.53%) Star Schema
Development Applications
1 4 (2.13%) Browser DevTools
2 3 (1.60%) Git
2 3 (1.60%) JIRA
3 2 (1.06%) Balsamiq
4 1 (0.53%) ER Studio
4 1 (0.53%) ERwin
General
1 74 (39.36%) Finance
2 59 (31.38%) Analytical Skills
3 52 (27.66%) Social Skills
4 27 (14.36%) Inclusion and Diversity
5 21 (11.17%) Marketing
6 18 (9.57%) Games
7 15 (7.98%) Aerospace
8 12 (6.38%) Banking
9 9 (4.79%) Financial Institution
9 9 (4.79%) Public Sector
10 7 (3.72%) Legal
11 5 (2.66%) French Language
11 5 (2.66%) Organisational Skills
11 5 (2.66%) Presentation Skills
12 4 (2.13%) Advertising
12 4 (2.13%) Automotive
13 2 (1.06%) Investment Banking
13 2 (1.06%) Law
13 2 (1.06%) Local Government
13 2 (1.06%) Retail
Job Titles
1 47 (25.00%) Analyst
2 37 (19.68%) Data Analyst
3 36 (19.15%) Developer
4 32 (17.02%) .NET Developer
4 32 (17.02%) Senior
5 21 (11.17%) Senior Analyst
6 17 (9.04%) Senior Data Analyst
7 16 (8.51%) Architect
8 10 (5.32%) Auditor
9 9 (4.79%) Lead
10 8 (4.26%) Administrator
10 8 (4.26%) Audit Manager
10 8 (4.26%) Coordinator
10 8 (4.26%) Data Architect
10 8 (4.26%) Internal Auditor
10 8 (4.26%) IT Manager
10 8 (4.26%) Security Auditor
11 7 (3.72%) Data Engineer
11 7 (3.72%) Solutions Architect
11 7 (3.72%) Systems Administrator
Libraries, Frameworks & Software Standards
1 34 (18.09%) .NET
2 32 (17.02%) .NET Core
2 32 (17.02%) ASP.NET
2 32 (17.02%) ASP.NET Core
3 18 (9.57%) CSS
3 18 (9.57%) Entity Framework
3 18 (9.57%) HTML
4 14 (7.45%) AngularJS
4 14 (7.45%) SubSonic
4 14 (7.45%) Vue
5 6 (3.19%) JSON
6 1 (0.53%) .NET Framework
6 1 (0.53%) Apache NiFi
6 1 (0.53%) ARM Templates
6 1 (0.53%) Elastic Stack
6 1 (0.53%) Kafka
6 1 (0.53%) React
6 1 (0.53%) RESTful
6 1 (0.53%) SAP PI
Miscellaneous
1 18 (9.57%) Greenfield Project
2 15 (7.98%) Management Information System
3 10 (5.32%) Data Structures
4 7 (3.72%) Product Ownership
5 6 (3.19%) Cyberattack
6 5 (2.66%) Cloud Native
6 5 (2.66%) Housing Association
6 5 (2.66%) Onboarding
6 5 (2.66%) Virtual Team
7 4 (2.13%) Educational Technology
8 3 (1.60%) Social Media
9 2 (1.06%) Blockchain
9 2 (1.06%) Blog
9 2 (1.06%) Low-Code
9 2 (1.06%) NHS
9 2 (1.06%) Public Cloud
9 2 (1.06%) Self-Motivation
10 1 (0.53%) Data Fabric
10 1 (0.53%) Legacy Systems
10 1 (0.53%) Operational Technology
Processes & Methodologies
1 188 (100.00%) Analytics
2 60 (31.91%) Problem-Solving
3 57 (30.32%) Agile
4 52 (27.66%) Decision-Making
5 47 (25.00%) Data Analysis
6 45 (23.94%) AI
7 40 (21.28%) Roadmaps
8 38 (20.21%) Business Intelligence
9 35 (18.62%) Actionable Insight
9 35 (18.62%) Full-Stack Development
10 33 (17.55%) Data Governance
10 33 (17.55%) DevOps
11 32 (17.02%) Project Management
12 31 (16.49%) Data Management
12 31 (16.49%) Stakeholder Engagement
13 30 (15.96%) CI/CD
14 28 (14.89%) Continuous Improvement
15 27 (14.36%) Strategic Thinking
16 26 (13.83%) Data Transformation
16 26 (13.83%) Visualisation
Programming Languages
1 103 (54.79%) SQL
2 35 (18.62%) Python
3 34 (18.09%) C#
4 16 (8.51%) TypeScript
5 6 (3.19%) VBA
6 5 (2.66%) R
7 4 (2.13%) Data Analysis Expressions
8 1 (0.53%) ABAP
8 1 (0.53%) Ada
8 1 (0.53%) Bicep
8 1 (0.53%) C
8 1 (0.53%) C++
8 1 (0.53%) PowerShell
Qualifications
1 28 (14.89%) Degree
2 10 (5.32%) Security Cleared
3 8 (4.26%) CGEIT
3 8 (4.26%) CISA
3 8 (4.26%) CISM
3 8 (4.26%) CISSP
3 8 (4.26%) FFIEC
3 8 (4.26%) SANS
3 8 (4.26%) SC Cleared
4 2 (1.06%) BPSS Clearance
4 2 (1.06%) Master's Degree
5 1 (0.53%) AWS Certification
5 1 (0.53%) Azure Certification
5 1 (0.53%) CBAP
5 1 (0.53%) CIMA
5 1 (0.53%) CIPFA
5 1 (0.53%) Computer Science Degree
5 1 (0.53%) IIBA
5 1 (0.53%) Numerate Degree
5 1 (0.53%) TOGAF Certification
Quality Assurance & Compliance
1 31 (16.49%) Data Quality
2 17 (9.04%) QA
3 14 (7.45%) GDPR
4 9 (4.79%) Accessibility
4 9 (4.79%) NIST
5 8 (4.26%) COBIT
6 7 (3.72%) Actionable Recommendations
7 1 (0.53%) California Consumer Privacy Act
7 1 (0.53%) HIPAA
7 1 (0.53%) PCI DSS
7 1 (0.53%) PMO
System Software
1 18 (9.57%) Docker
2 7 (3.72%) Active Directory
Systems Management
1 16 (8.51%) Kubernetes
2 2 (1.06%) Terraform
Vendors
1 60 (31.91%) Microsoft
2 11 (5.85%) SAP
3 10 (5.32%) Salesforce
4 9 (4.79%) Databricks
5 8 (4.26%) Google
6 5 (2.66%) Oracle
7 2 (1.06%) Alteryx
7 2 (1.06%) Dataiku
7 2 (1.06%) Informatica
7 2 (1.06%) OpenAI
7 2 (1.06%) Talend
8 1 (0.53%) Capita
8 1 (0.53%) Cognizant
8 1 (0.53%) Red Hat
8 1 (0.53%) Sparx