Hybrid/Remote Analytics Job Trends

Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Analytics skills. It covers permanent job vacancies from the 6 months leading up to 4 November 2025, with comparisons to the same periods in the previous two years.

6 months to
4 Nov 2025
Same period 2024 Same period 2023
Rank 32 29 25
Rank change year-on-year -3 -4 +6
Permanent jobs citing Analytics 1,086 1,454 1,879
As % of all permanent jobs with remote/hybrid work options 6.76% 7.34% 8.51%
As % of the Processes & Methodologies category 7.28% 8.32% 8.96%
Number of salaries quoted 662 718 1,402
10th Percentile £35,000 £41,250 £40,000
25th Percentile £45,000 £54,110 £51,250
Median annual salary (50th Percentile) £60,000 £70,000 £65,000
Median % change year-on-year -14.29% +7.69% -
75th Percentile £87,188 £92,500 £88,750
90th Percentile £112,500 £115,000 £111,125
UK median annual salary £60,000 £70,000 £65,000
% change year-on-year -14.29% +7.69% -

All Process and Methodology Skills
Work from Home

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 14,924 17,477 20,966
As % of all permanent jobs with a WFH option 92.89% 88.22% 95.01%
Number of salaries quoted 8,558 10,398 16,986
10th Percentile £29,750 £36,000 £37,000
25th Percentile £40,000 £46,250 £47,500
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,627
90th Percentile £99,800 £100,000 £97,500
UK median annual salary £54,285 £60,000 £60,000
% change year-on-year -9.53% - -

Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Analytics job vacancy trend for remote/hybrid jobs

Analytics
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Analytics.

Salary distribution trend for jobs with remote/hybrid work options citing Analytics

Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Analytics over the 6 months to 4 November 2025.

Analytics salary histogram for jobs with remote/hybrid work options

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 46 (4.24%) CMS
2 33 (3.04%) WordPress
3 19 (1.75%) SharePoint
4 16 (1.47%) Apache Airflow
5 15 (1.38%) Apache Spark
6 13 (1.20%) Apache
6 13 (1.20%) Confluence
7 11 (1.01%) Microsoft Exchange
8 10 (0.92%) Headless CMS
9 9 (0.83%) Oracle SOA Suite
9 9 (0.83%) SAS
10 8 (0.74%) Drupal
11 3 (0.28%) Umbraco
12 2 (0.18%) Jupyter
13 1 (0.092%) ArcGIS
13 1 (0.092%) DNN
13 1 (0.092%) Oracle Workflow
Applications
1 124 (11.42%) Microsoft Excel
2 51 (4.70%) Microsoft Office
3 20 (1.84%) Adobe XD
3 20 (1.84%) Photoshop
4 17 (1.57%) Microsoft PowerPoint
5 14 (1.29%) InDesign
6 10 (0.92%) Adobe Illustrator
7 8 (0.74%) Adobe Creative Suite
7 8 (0.74%) Spreadsheet
8 7 (0.64%) Microsoft Project
9 5 (0.46%) Adobe Premiere
9 5 (0.46%) Chatbot
9 5 (0.46%) Trello
10 4 (0.37%) SketchUp
11 1 (0.092%) MS Visio
11 1 (0.092%) SPSS
Business Applications
1 27 (2.49%) Shopify
2 21 (1.93%) Dynamics CRM
3 16 (1.47%) Oracle ERP
4 15 (1.38%) Dynamics GP
5 14 (1.29%) SAP S/4HANA
6 8 (0.74%) Adaptiv
6 8 (0.74%) Oracle Assets
6 8 (0.74%) Oracle General Ledger
6 8 (0.74%) Oracle Payables
6 8 (0.74%) Oracle Receivables
7 7 (0.64%) Salesforce CRM
8 6 (0.55%) Oracle Financials
9 5 (0.46%) NetSuite
10 4 (0.37%) Magento
10 4 (0.37%) Payment Gateway
11 2 (0.18%) ResourceLink
11 2 (0.18%) SAP SCM
11 2 (0.18%) SAP SD
12 1 (0.092%) SAP APO
12 1 (0.092%) SAP MM
Cloud Services
1 328 (30.20%) Azure
2 265 (24.40%) Power Platform
3 146 (13.44%) AWS
4 115 (10.59%) Google Analytics
5 113 (10.41%) SaaS
6 75 (6.91%) Azure Data Factory
7 72 (6.63%) Azure DevOps
8 71 (6.54%) Entra ID
8 71 (6.54%) Microsoft 365
9 67 (6.17%) Snowflake
10 64 (5.89%) GCP
11 62 (5.71%) Azure Synapse Analytics
12 51 (4.70%) GitHub
13 43 (3.96%) Azure Monitor
14 41 (3.78%) PaaS
15 36 (3.31%) dbt
15 36 (3.31%) Google Ads
16 33 (3.04%) Serverless
17 32 (2.95%) Figma
18 31 (2.85%) Power Automate
Communications & Networking
1 32 (2.95%) VPN
2 25 (2.30%) Firewall
3 21 (1.93%) DNS
4 18 (1.66%) WAN
5 17 (1.57%) SD-WAN
6 10 (0.92%) Unified Communications
7 5 (0.46%) Broadband
7 5 (0.46%) Network Security
7 5 (0.46%) SAN
8 4 (0.37%) Wireshark
9 3 (0.28%) Intrusion Detection
10 2 (0.18%) SMS
11 1 (0.092%) 4G
11 1 (0.092%) 5G
11 1 (0.092%) DAB
11 1 (0.092%) DHCP
11 1 (0.092%) Ethernet
11 1 (0.092%) FTP
11 1 (0.092%) Modbus
11 1 (0.092%) TCP/IP
Database & Business Intelligence
1 250 (23.02%) Power BI
2 110 (10.13%) Data Warehouse
3 105 (9.67%) Tableau
4 68 (6.26%) Data Lake
5 63 (5.80%) SQL Server
6 47 (4.33%) Azure SQL Database
7 43 (3.96%) SQL Server Reporting Services
8 35 (3.22%) Metadata
9 26 (2.39%) MySQL
10 24 (2.21%) BigQuery
11 23 (2.12%) SQL Server Integration Services
12 21 (1.93%) Looker
13 19 (1.75%) Amazon Redshift
14 17 (1.57%) NoSQL
14 17 (1.57%) Snowflake Schema
15 16 (1.47%) Big Data
16 13 (1.20%) Power Query
17 11 (1.01%) DynamoDB
18 9 (0.83%) MongoDB
18 9 (0.83%) Relational Database
Development Applications
1 48 (4.42%) Git
2 46 (4.24%) JIRA
3 20 (1.84%) Jenkins
4 17 (1.57%) Axure RP
4 17 (1.57%) Balsamiq
5 15 (1.38%) Oracle Forms
6 9 (0.83%) ER Studio
7 8 (0.74%) Cypress.io
8 6 (0.55%) GitLab
9 4 (0.37%) Bazaar
9 4 (0.37%) ERwin
9 4 (0.37%) PowerDesigner
9 4 (0.37%) RStudio
10 3 (0.28%) JUnit
10 3 (0.28%) Visual Studio
11 2 (0.18%) Cucumber
11 2 (0.18%) IntelliJ
11 2 (0.18%) Maven
11 2 (0.18%) SQL Server Management Studio (SSMS)
11 2 (0.18%) Subversion
General
1 432 (39.78%) Social Skills
2 372 (34.25%) Finance
3 296 (27.26%) Analytical Skills
4 214 (19.71%) Marketing
5 87 (8.01%) Inclusion and Diversity
6 85 (7.83%) Public Sector
7 76 (7.00%) Retail
8 59 (5.43%) Law
9 56 (5.16%) Manufacturing
10 54 (4.97%) Legal
10 54 (4.97%) Presentation Skills
11 50 (4.60%) Banking
12 36 (3.31%) Organisational Skills
13 29 (2.67%) Advertising
14 22 (2.03%) Front Office
15 21 (1.93%) Influencing Skills
16 19 (1.75%) Back Office
16 19 (1.75%) Billing
16 19 (1.75%) Financial Institution
17 17 (1.57%) Pharmaceutical
Job Titles
1 178 (16.39%) Senior
2 146 (13.44%) Analyst
3 95 (8.75%) Developer
4 92 (8.47%) Architect
5 81 (7.46%) Lead
6 78 (7.18%) Data Engineer
7 54 (4.97%) Senior Manager
8 51 (4.70%) Data Analyst
9 46 (4.24%) Analytics Manager
10 34 (3.13%) Senior Analytics Manager
11 33 (3.04%) Solutions Architect
12 32 (2.95%) Data Architect
13 29 (2.67%) Consultant
14 28 (2.58%) Designer
14 28 (2.58%) Marketing Executive
14 28 (2.58%) Senior Developer
15 27 (2.49%) Business Intelligence Analyst
15 27 (2.49%) Data Manager
16 26 (2.39%) Senior Data Engineer
17 23 (2.12%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 55 (5.06%) HTML
2 42 (3.87%) CSS
3 26 (2.39%) JSON
3 26 (2.39%) RESTful
4 24 (2.21%) OAuth
5 23 (2.12%) Node.js
6 21 (1.93%) React
7 18 (1.66%) .NET
8 17 (1.57%) OAuth2
8 17 (1.57%) PySpark
9 16 (1.47%) Kafka
9 16 (1.47%) Pandas
9 16 (1.47%) REST
9 16 (1.47%) XML
10 15 (1.38%) SAML
11 13 (1.20%) AngularJS
11 13 (1.20%) scikit-learn
12 11 (1.01%) Middleware
12 11 (1.01%) Vue
13 10 (0.92%) Next.js
Miscellaneous
1 72 (6.63%) Social Media
2 68 (6.26%) Self-Motivation
3 65 (5.99%) Product Ownership
4 64 (5.89%) Analytical Mindset
5 60 (5.52%) Cloud Native
6 52 (4.79%) Onboarding
7 39 (3.59%) Management Information System
8 34 (3.13%) Algorithms
9 19 (1.75%) Blog
9 19 (1.75%) NHS
10 18 (1.66%) Legacy Systems
11 17 (1.57%) Data Centre
11 17 (1.57%) Web Conferencing
12 16 (1.47%) Enterprise Software
12 16 (1.47%) Virtual Team
13 15 (1.38%) Credit Risk
14 13 (1.20%) Foreign Exchange (FX)
14 13 (1.20%) Market Risk
15 12 (1.10%) Reinsurance
16 11 (1.01%) Security Posture
Operating Systems
1 51 (4.70%) Windows
2 24 (2.21%) Linux
3 16 (1.47%) Windows 10
4 8 (0.74%) Unix
5 5 (0.46%) Windows Server
6 4 (0.37%) Android
7 3 (0.28%) Apple iOS
7 3 (0.28%) Windows Server 2019
8 1 (0.092%) VMS
Processes & Methodologies
1 305 (28.08%) Business Intelligence
2 283 (26.06%) AI
3 275 (25.32%) Decision-Making
4 270 (24.86%) Agile
5 260 (23.94%) Problem-Solving
6 224 (20.63%) Continuous Improvement
7 204 (18.78%) Data Analytics
8 169 (15.56%) DevOps
9 165 (15.19%) Roadmaps
10 149 (13.72%) Visualisation
11 146 (13.44%) Data Modelling
11 146 (13.44%) Machine Learning
12 126 (11.60%) Actionable Insight
13 124 (11.42%) Project Management
13 124 (11.42%) User Experience
14 121 (11.14%) Mentoring
15 117 (10.77%) CI/CD
15 117 (10.77%) CRM
16 115 (10.59%) ETL
16 115 (10.59%) ITIL
Programming Languages
1 349 (32.14%) SQL
2 268 (24.68%) Python
3 69 (6.35%) PowerShell
4 48 (4.42%) Java
5 47 (4.33%) JavaScript
6 42 (3.87%) Data Analysis Expressions
7 37 (3.41%) R
8 33 (3.04%) Bicep
9 23 (2.12%) Bash
10 21 (1.93%) C#
11 19 (1.75%) TypeScript
12 17 (1.57%) C++
12 17 (1.57%) Scala
12 17 (1.57%) T-SQL
13 15 (1.38%) PL/SQL
14 10 (0.92%) PHP
15 9 (0.83%) Shell Script
16 4 (0.37%) Fortran
16 4 (0.37%) Kusto Query Language
17 3 (0.28%) Google Apps Script
Qualifications
1 226 (20.81%) Degree
2 77 (7.09%) Security Cleared
3 68 (6.26%) SC Cleared
4 39 (3.59%) Master's Degree
5 36 (3.31%) DBS Check
6 35 (3.22%) Azure Certification
7 24 (2.21%) Computer Science Degree
7 24 (2.21%) Microsoft Certification
8 19 (1.75%) ACCA
9 18 (1.66%) PMP
10 17 (1.57%) CISA
11 16 (1.47%) BPSS Clearance
11 16 (1.47%) CTC Cleared
11 16 (1.47%) ITIL Certification
11 16 (1.47%) PMI Certification
12 15 (1.38%) AWS Certification
12 15 (1.38%) CFA
12 15 (1.38%) CISSP
12 15 (1.38%) Numerate Degree
13 13 (1.20%) CIMA
Quality Assurance & Compliance
1 104 (9.58%) Data Quality
2 67 (6.17%) Accessibility
3 48 (4.42%) GDPR
4 39 (3.59%) ISO/IEC 27001
5 26 (2.39%) WCAG
6 20 (1.84%) QA
6 20 (1.84%) SLA
7 16 (1.47%) Actionable Recommendations
8 15 (1.38%) NIST
9 12 (1.10%) ISO 9001
10 10 (0.92%) IFRS
11 8 (0.74%) Sarbanes-Oxley
12 6 (0.55%) GRC
12 6 (0.55%) PCI DSS
12 6 (0.55%) SOC 2
13 5 (0.46%) COBIT
13 5 (0.46%) ITGC
13 5 (0.46%) PMO
14 3 (0.28%) California Consumer Privacy Act
15 2 (0.18%) PERC
System Software
1 31 (2.85%) Virtual Machines
2 20 (1.84%) Active Directory
3 19 (1.75%) Virtual Desktop
4 15 (1.38%) Docker
5 11 (1.01%) VMware Infrastructure
6 7 (0.64%) Hyper-V
7 2 (0.18%) Firmware
8 1 (0.092%) Slurm Workload Manager
8 1 (0.092%) Varnish
Systems Management
1 78 (7.18%) Terraform
2 31 (2.85%) Single Sign-On
3 21 (1.93%) Microsoft Intune
4 18 (1.66%) Kubernetes
5 8 (0.74%) SCCM
6 6 (0.55%) Ansible
7 5 (0.46%) QRadar
7 5 (0.46%) SCOM
8 3 (0.28%) SmoothWall
9 2 (0.18%) Failover Clustering
10 1 (0.092%) AppManager
10 1 (0.092%) Computer Emergency Response Teams
10 1 (0.092%) Computer Incident Response Team
10 1 (0.092%) Ganglia
10 1 (0.092%) Grafana
10 1 (0.092%) Nessus
10 1 (0.092%) Prometheus
10 1 (0.092%) RSA Archer
Vendors
1 237 (21.82%) Microsoft
2 167 (15.38%) Google
3 89 (8.20%) Databricks
4 52 (4.79%) Salesforce
5 47 (4.33%) Adobe
6 38 (3.50%) Oracle
6 38 (3.50%) SAP
7 32 (2.95%) Cisco
8 22 (2.03%) HubSpot
9 18 (1.66%) Apple
10 15 (1.38%) Meraki
11 14 (1.29%) Murex
11 14 (1.29%) Sage
12 13 (1.20%) Zoho
13 12 (1.10%) Ahrefs
13 12 (1.10%) Alteryx
13 12 (1.10%) VMware
14 11 (1.01%) Autodesk
15 10 (0.92%) ServiceNow
15 10 (0.92%) Talend