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 30 November 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Nov 2025
Same period 2024 Same period 2023
Rank 25 27 25
Rank change year-on-year +2 -2 +7
Permanent jobs citing Analytics 1,104 1,531 1,736
As % of all permanent jobs with remote/hybrid work options 7.27% 7.86% 8.30%
As % of the Processes & Methodologies category 8.05% 8.69% 8.75%
Number of salaries quoted 649 819 1,278
10th Percentile £36,100 £40,400 £40,000
25th Percentile £45,000 £51,375 £51,900
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% -
75th Percentile £87,500 £92,500 £89,041
90th Percentile £112,500 £115,000 £113,750
UK median annual salary £62,500 £70,000 £65,000
% change year-on-year -10.71% +7.69% -0.20%

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 13,718 17,618 19,851
As % of all permanent jobs with a WFH option 90.39% 90.49% 94.96%
Number of salaries quoted 8,628 10,643 16,088
10th Percentile £29,250 £36,250 £36,500
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,500
90th Percentile £98,000 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

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 30 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 48 (4.35%) CMS
2 29 (2.63%) WordPress
3 22 (1.99%) Apache Airflow
4 20 (1.81%) Apache Spark
4 20 (1.81%) SharePoint
5 15 (1.36%) Confluence
6 14 (1.27%) Apache
6 14 (1.27%) Oracle SOA Suite
7 10 (0.91%) Headless CMS
8 9 (0.82%) Microsoft Exchange
9 8 (0.72%) Drupal
10 7 (0.63%) SAS
11 5 (0.45%) Umbraco
12 2 (0.18%) Moodle
13 1 (0.091%) ArcGIS
13 1 (0.091%) DNN
13 1 (0.091%) Jupyter
13 1 (0.091%) Oracle Workflow
Applications
1 117 (10.60%) Microsoft Excel
2 52 (4.71%) Microsoft Office
3 24 (2.17%) Adobe XD
4 17 (1.54%) Photoshop
5 14 (1.27%) InDesign
5 14 (1.27%) Microsoft PowerPoint
6 8 (0.72%) Adobe Creative Suite
6 8 (0.72%) Spreadsheet
7 7 (0.63%) Adobe Illustrator
8 6 (0.54%) Microsoft Project
9 5 (0.45%) Adobe Premiere
9 5 (0.45%) Chatbot
9 5 (0.45%) Trello
10 4 (0.36%) SketchUp
11 1 (0.091%) MS Visio
11 1 (0.091%) Notion
11 1 (0.091%) SPSS
Business Applications
1 26 (2.36%) Shopify
2 25 (2.26%) Oracle ERP
3 22 (1.99%) Dynamics CRM
4 17 (1.54%) SAP S/4HANA
5 15 (1.36%) Dynamics GP
6 13 (1.18%) Oracle Assets
6 13 (1.18%) Oracle General Ledger
6 13 (1.18%) Oracle Payables
6 13 (1.18%) Oracle Receivables
7 11 (1.00%) Oracle Financials
8 7 (0.63%) Magento
9 6 (0.54%) Adaptiv
9 6 (0.54%) NetSuite
9 6 (0.54%) Salesforce CRM
10 4 (0.36%) SAP SCM
11 2 (0.18%) SAP CO
11 2 (0.18%) SAP ERP
11 2 (0.18%) SAP FI
11 2 (0.18%) SAP FI/CO
11 2 (0.18%) SAP SD
Cloud Services
1 350 (31.70%) Azure
2 243 (22.01%) Power Platform
3 133 (12.05%) AWS
4 114 (10.33%) Google Analytics
5 98 (8.88%) Snowflake
6 91 (8.24%) SaaS
7 79 (7.16%) Azure Data Factory
8 78 (7.07%) Azure DevOps
9 74 (6.70%) Microsoft 365
10 72 (6.52%) GitHub
11 65 (5.89%) Azure Synapse Analytics
12 64 (5.80%) GCP
13 48 (4.35%) dbt
14 47 (4.26%) Entra ID
15 41 (3.71%) Figma
16 37 (3.35%) GitHub Copilot
17 34 (3.08%) Google Ads
18 33 (2.99%) Azure Monitor
19 30 (2.72%) Serverless
20 26 (2.36%) PaaS
Communications & Networking
1 17 (1.54%) VPN
2 10 (0.91%) Firewall
2 10 (0.91%) Unified Communications
3 8 (0.72%) Broadband
4 7 (0.63%) DNS
5 6 (0.54%) CHAP
6 5 (0.45%) Network Security
7 4 (0.36%) Wireshark
8 3 (0.27%) Intrusion Detection
9 2 (0.18%) SAN
9 2 (0.18%) WAN
10 1 (0.091%) 4G
10 1 (0.091%) 5G
10 1 (0.091%) DAB
10 1 (0.091%) DHCP
10 1 (0.091%) Ethernet
10 1 (0.091%) FTP
10 1 (0.091%) Modbus
10 1 (0.091%) SMS
10 1 (0.091%) TCP/IP
Database & Business Intelligence
1 227 (20.56%) Power BI
2 144 (13.04%) Data Warehouse
3 100 (9.06%) Tableau
4 63 (5.71%) SQL Server
5 61 (5.53%) Data Lake
6 52 (4.71%) Azure SQL Database
7 46 (4.17%) SQL Server Reporting Services
8 41 (3.71%) Metadata
9 25 (2.26%) SQL Server Integration Services
10 24 (2.17%) Looker
11 23 (2.08%) BigQuery
12 20 (1.81%) Snowflake Schema
13 19 (1.72%) Amazon Redshift
14 14 (1.27%) NoSQL
15 13 (1.18%) PostgreSQL
16 12 (1.09%) Big Data
16 12 (1.09%) Power Query
17 11 (1.00%) DynamoDB
17 11 (1.00%) Oracle BI Publisher
18 10 (0.91%) Amazon Athena
Development Applications
1 57 (5.16%) JIRA
2 33 (2.99%) Git
3 25 (2.26%) Oracle Forms
4 24 (2.17%) Axure RP
4 24 (2.17%) Balsamiq
5 22 (1.99%) Jenkins
6 8 (0.72%) Cypress.io
7 7 (0.63%) ER Studio
8 4 (0.36%) ERwin
8 4 (0.36%) GitLab
8 4 (0.36%) PowerDesigner
9 3 (0.27%) Bazaar
9 3 (0.27%) Visual Studio
10 2 (0.18%) SQL Server Management Studio (SSMS)
11 1 (0.091%) JUnit
11 1 (0.091%) Mercurial
11 1 (0.091%) RStudio
11 1 (0.091%) Selenium
11 1 (0.091%) TeamCity
11 1 (0.091%) TestNG
General
1 425 (38.50%) Social Skills
2 390 (35.33%) Finance
3 296 (26.81%) Analytical Skills
4 206 (18.66%) Marketing
5 101 (9.15%) Public Sector
6 89 (8.06%) Inclusion and Diversity
7 72 (6.52%) Retail
8 63 (5.71%) Presentation Skills
9 62 (5.62%) Law
10 54 (4.89%) Manufacturing
11 48 (4.35%) Banking
12 45 (4.08%) Legal
13 38 (3.44%) Organisational Skills
14 25 (2.26%) Back Office
15 22 (1.99%) Advertising
16 21 (1.90%) Financial Institution
17 19 (1.72%) Billing
17 19 (1.72%) Pharmaceutical
18 17 (1.54%) Front Office
19 15 (1.36%) Telecoms
Job Titles
1 181 (16.39%) Senior
2 131 (11.87%) Analyst
3 114 (10.33%) Architect
4 84 (7.61%) Lead
5 82 (7.43%) Data Engineer
6 76 (6.88%) Developer
7 60 (5.43%) Data Architect
8 52 (4.71%) Senior Manager
9 46 (4.17%) Analytics Manager
10 45 (4.08%) Data Analyst
10 45 (4.08%) Solutions Architect
11 36 (3.26%) Designer
12 34 (3.08%) Senior Analytics Manager
13 32 (2.90%) Cloud Engineer
13 32 (2.90%) Data Manager
14 31 (2.81%) Consultant
15 27 (2.45%) Senior Data Engineer
16 26 (2.36%) Marketing Executive
17 25 (2.26%) Business Intelligence Analyst
18 24 (2.17%) Senior Analyst
Libraries, Frameworks & Software Standards
1 52 (4.71%) HTML
2 40 (3.62%) CSS
3 36 (3.26%) OAuth
4 35 (3.17%) RESTful
5 30 (2.72%) JSON
6 29 (2.63%) OAuth2
7 21 (1.90%) Node.js
8 20 (1.81%) Kafka
8 20 (1.81%) SAML
9 19 (1.72%) React
10 18 (1.63%) .NET
11 16 (1.45%) Pandas
11 16 (1.45%) PySpark
11 16 (1.45%) XML
12 15 (1.36%) REST
13 14 (1.27%) scikit-learn
14 13 (1.18%) AngularJS
15 10 (0.91%) SAP Fiori
16 9 (0.82%) GraphQL
16 9 (0.82%) TensorFlow
Miscellaneous
1 81 (7.34%) Self-Motivation
2 77 (6.97%) Cloud Native
3 73 (6.61%) Product Ownership
4 65 (5.89%) Analytical Mindset
5 64 (5.80%) Social Media
6 49 (4.44%) Onboarding
7 36 (3.26%) Management Information System
8 30 (2.72%) Virtual Team
9 29 (2.63%) Algorithms
10 23 (2.08%) Enterprise Software
11 20 (1.81%) Legacy Systems
12 19 (1.72%) Blog
13 16 (1.45%) Web Conferencing
14 13 (1.18%) Reinsurance
15 12 (1.09%) Credit Risk
15 12 (1.09%) IoT
16 11 (1.00%) Distributed Systems
16 11 (1.00%) Greenfield Project
16 11 (1.00%) Security Posture
17 10 (0.91%) Hybrid Cloud
Operating Systems
1 53 (4.80%) Windows
2 22 (1.99%) Linux
3 20 (1.81%) Windows 10
4 8 (0.72%) Unix
5 7 (0.63%) Android
6 6 (0.54%) Apple iOS
7 2 (0.18%) Windows Server
8 1 (0.091%) VMS
8 1 (0.091%) Windows Server 2019
Processes & Methodologies
1 305 (27.63%) Business Intelligence
2 293 (26.54%) AI
3 280 (25.36%) Agile
4 267 (24.18%) Decision-Making
5 265 (24.00%) Problem-Solving
6 240 (21.74%) Continuous Improvement
7 199 (18.03%) Data Analytics
8 181 (16.39%) Data Modelling
9 177 (16.03%) DevOps
10 143 (12.95%) Roadmaps
11 141 (12.77%) Machine Learning
12 136 (12.32%) Data Engineering
13 135 (12.23%) Visualisation
14 134 (12.14%) ETL
15 132 (11.96%) User Experience
16 126 (11.41%) CI/CD
16 126 (11.41%) Data Management
17 124 (11.23%) Actionable Insight
18 117 (10.60%) Mentoring
19 115 (10.42%) CRM
Programming Languages
1 331 (29.98%) SQL
2 255 (23.10%) Python
3 49 (4.44%) PowerShell
4 46 (4.17%) Java
5 41 (3.71%) Data Analysis Expressions
6 40 (3.62%) JavaScript
7 29 (2.63%) R
8 24 (2.17%) Bicep
9 23 (2.08%) Bash
10 21 (1.90%) C#
11 20 (1.81%) PL/SQL
11 20 (1.81%) T-SQL
12 17 (1.54%) Scala
13 15 (1.36%) TypeScript
14 14 (1.27%) Shell Script
15 12 (1.09%) C++
16 5 (0.45%) Go
17 4 (0.36%) Fortran
17 4 (0.36%) Kusto Query Language
18 3 (0.27%) C
Qualifications
1 212 (19.20%) Degree
2 90 (8.15%) Security Cleared
3 81 (7.34%) SC Cleared
4 33 (2.99%) Master's Degree
5 26 (2.36%) DBS Check
6 23 (2.08%) CISA
6 23 (2.08%) Computer Science Degree
6 23 (2.08%) Microsoft Certification
7 20 (1.81%) Azure Certification
7 20 (1.81%) CTC Cleared
8 19 (1.72%) ACCA
8 19 (1.72%) CISSP
9 16 (1.45%) BPSS Clearance
10 14 (1.27%) AWS Certification
10 14 (1.27%) ITIL Certification
11 13 (1.18%) CIMA
11 13 (1.18%) Numerate Degree
11 13 (1.18%) PMP
12 12 (1.09%) Six Sigma Green Belt
13 11 (1.00%) CISM
Quality Assurance & Compliance
1 108 (9.78%) Data Quality
2 96 (8.70%) Accessibility
3 55 (4.98%) GDPR
4 38 (3.44%) ISO/IEC 27001
5 34 (3.08%) WCAG
6 24 (2.17%) SLA
7 21 (1.90%) NIST
8 19 (1.72%) QA
9 14 (1.27%) Actionable Recommendations
10 13 (1.18%) IFRS
11 12 (1.09%) ISO 9001
12 11 (1.00%) COBIT
13 8 (0.72%) Sarbanes-Oxley
14 7 (0.63%) PCI DSS
15 6 (0.54%) GRC
15 6 (0.54%) SOC 2
16 5 (0.45%) ITGC
16 5 (0.45%) PMO
17 2 (0.18%) GAAP
17 2 (0.18%) PERC
System Software
1 19 (1.72%) Virtual Desktop
2 17 (1.54%) Active Directory
3 16 (1.45%) Docker
3 16 (1.45%) Virtual Machines
4 8 (0.72%) VMware Infrastructure
5 7 (0.63%) Hyper-V
6 2 (0.18%) Firmware
7 1 (0.091%) Slurm Workload Manager
7 1 (0.091%) vCloud
Systems Management
1 88 (7.97%) Terraform
2 22 (1.99%) Kubernetes
3 21 (1.90%) Microsoft Intune
3 21 (1.90%) Single Sign-On
4 8 (0.72%) SCCM
5 7 (0.63%) Ansible
6 6 (0.54%) Prometheus
7 5 (0.45%) Grafana
7 5 (0.45%) QRadar
7 5 (0.45%) SCOM
8 2 (0.18%) Argo
9 1 (0.091%) AppManager
9 1 (0.091%) Computer Emergency Response Teams
9 1 (0.091%) Computer Incident Response Team
9 1 (0.091%) Failover Clustering
9 1 (0.091%) Ganglia
9 1 (0.091%) ITRS Geneos
9 1 (0.091%) RSA Archer
9 1 (0.091%) SmoothWall
Vendors
1 246 (22.28%) Microsoft
2 165 (14.95%) Google
3 80 (7.25%) Databricks
4 52 (4.71%) Adobe
5 50 (4.53%) Salesforce
6 47 (4.26%) Oracle
7 39 (3.53%) SAP
8 34 (3.08%) Cisco
9 21 (1.90%) HubSpot
10 20 (1.81%) Apple
11 13 (1.18%) Sage
11 13 (1.18%) Zoho
12 12 (1.09%) Alteryx
13 11 (1.00%) Ab Initio
13 11 (1.00%) Autodesk
14 10 (0.91%) Murex
14 10 (0.91%) ServiceNow
15 9 (0.82%) Instagram
15 9 (0.82%) Talend
15 9 (0.82%) VMware