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

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 24 29 25
Rank change year-on-year +5 -4 +7
Permanent jobs citing Analytics 1,119 1,523 1,758
As % of all permanent jobs with remote/hybrid work options 7.37% 7.66% 8.30%
As % of the Processes & Methodologies category 8.10% 8.53% 8.74%
Number of salaries quoted 667 813 1,294
10th Percentile £35,500 £41,250 £40,000
25th Percentile £45,000 £52,500 £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 £110,000 £115,000 £113,750
UK median annual salary £60,000 £70,000 £65,000
% change year-on-year -14.29% +7.69% -1.37%

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 13,820 17,850 20,123
As % of all permanent jobs with a WFH option 90.98% 89.77% 94.97%
Number of salaries quoted 8,725 10,738 16,290
10th Percentile £29,500 £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 £80,000
90th Percentile £97,500 £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 25 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 49 (4.38%) CMS
2 32 (2.86%) WordPress
3 21 (1.88%) SharePoint
4 19 (1.70%) Apache Airflow
5 18 (1.61%) Apache Spark
6 15 (1.34%) Confluence
7 13 (1.16%) Apache
8 12 (1.07%) Oracle SOA Suite
9 10 (0.89%) Headless CMS
10 9 (0.80%) Microsoft Exchange
11 8 (0.71%) Drupal
11 8 (0.71%) SAS
12 5 (0.45%) Umbraco
13 2 (0.18%) Moodle
14 1 (0.089%) ArcGIS
14 1 (0.089%) DNN
14 1 (0.089%) Jupyter
14 1 (0.089%) Oracle Workflow
Applications
1 125 (11.17%) Microsoft Excel
2 52 (4.65%) Microsoft Office
3 26 (2.32%) Adobe XD
4 20 (1.79%) Photoshop
5 14 (1.25%) InDesign
5 14 (1.25%) Microsoft PowerPoint
6 10 (0.89%) Adobe Illustrator
7 8 (0.71%) Adobe Creative Suite
7 8 (0.71%) Spreadsheet
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 (0.089%) MS Visio
11 1 (0.089%) Notion
11 1 (0.089%) SPSS
Business Applications
1 27 (2.41%) Shopify
2 23 (2.06%) Dynamics CRM
3 22 (1.97%) Oracle ERP
4 17 (1.52%) SAP S/4HANA
5 16 (1.43%) Dynamics GP
6 11 (0.98%) Oracle Assets
6 11 (0.98%) Oracle General Ledger
6 11 (0.98%) Oracle Payables
6 11 (0.98%) Oracle Receivables
7 9 (0.80%) Oracle Financials
8 8 (0.71%) Magento
9 6 (0.54%) Adaptiv
9 6 (0.54%) NetSuite
9 6 (0.54%) Salesforce CRM
10 4 (0.36%) SAP SCM
11 3 (0.27%) Payment Gateway
12 2 (0.18%) SAP CO
12 2 (0.18%) SAP ERP
12 2 (0.18%) SAP FI/CO
12 2 (0.18%) SAP SD
Cloud Services
1 346 (30.92%) Azure
2 253 (22.61%) Power Platform
3 129 (11.53%) AWS
4 117 (10.46%) Google Analytics
5 96 (8.58%) Snowflake
6 93 (8.31%) SaaS
7 79 (7.06%) Azure Data Factory
8 74 (6.61%) Microsoft 365
9 73 (6.52%) Azure DevOps
10 67 (5.99%) GitHub
11 64 (5.72%) Azure Synapse Analytics
12 61 (5.45%) GCP
13 47 (4.20%) Entra ID
14 44 (3.93%) dbt
15 40 (3.57%) Figma
16 34 (3.04%) Google Ads
17 33 (2.95%) GitHub Copilot
18 31 (2.77%) Azure Monitor
18 31 (2.77%) Serverless
19 27 (2.41%) PaaS
Communications & Networking
1 17 (1.52%) VPN
2 10 (0.89%) Firewall
2 10 (0.89%) Unified Communications
3 8 (0.71%) 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 (0.089%) 4G
10 1 (0.089%) 5G
10 1 (0.089%) DAB
10 1 (0.089%) DHCP
10 1 (0.089%) Ethernet
10 1 (0.089%) FTP
10 1 (0.089%) Modbus
10 1 (0.089%) SMS
10 1 (0.089%) TCP/IP
Database & Business Intelligence
1 236 (21.09%) Power BI
2 143 (12.78%) Data Warehouse
3 101 (9.03%) Tableau
4 68 (6.08%) SQL Server
5 59 (5.27%) Data Lake
6 52 (4.65%) Azure SQL Database
7 46 (4.11%) SQL Server Reporting Services
8 38 (3.40%) Metadata
9 25 (2.23%) SQL Server Integration Services
10 22 (1.97%) BigQuery
10 22 (1.97%) Looker
11 19 (1.70%) Snowflake Schema
12 17 (1.52%) Amazon Redshift
13 15 (1.34%) Big Data
14 13 (1.16%) NoSQL
14 13 (1.16%) PostgreSQL
14 13 (1.16%) Power Query
15 11 (0.98%) DynamoDB
16 9 (0.80%) MySQL
16 9 (0.80%) Oracle BI Publisher
Development Applications
1 53 (4.74%) JIRA
2 31 (2.77%) Git
3 23 (2.06%) Axure RP
3 23 (2.06%) Balsamiq
4 21 (1.88%) Oracle Forms
5 20 (1.79%) Jenkins
6 8 (0.71%) Cypress.io
6 8 (0.71%) ER Studio
7 4 (0.36%) ERwin
7 4 (0.36%) GitLab
7 4 (0.36%) PowerDesigner
7 4 (0.36%) RStudio
8 3 (0.27%) Bazaar
8 3 (0.27%) SQL Server Management Studio (SSMS)
8 3 (0.27%) Visual Studio
9 1 (0.089%) Crashlytics
9 1 (0.089%) JUnit
9 1 (0.089%) Mercurial
9 1 (0.089%) Pivotal Tracker
9 1 (0.089%) Selenium
General
1 436 (38.96%) Social Skills
2 390 (34.85%) Finance
3 309 (27.61%) Analytical Skills
4 207 (18.50%) Marketing
5 101 (9.03%) Public Sector
6 88 (7.86%) Inclusion and Diversity
7 70 (6.26%) Retail
8 63 (5.63%) Law
9 62 (5.54%) Presentation Skills
10 58 (5.18%) Manufacturing
11 51 (4.56%) Banking
12 49 (4.38%) Legal
13 39 (3.49%) Organisational Skills
14 25 (2.23%) Back Office
15 22 (1.97%) Advertising
15 22 (1.97%) Financial Institution
16 19 (1.70%) Billing
16 19 (1.70%) Pharmaceutical
17 17 (1.52%) Front Office
18 16 (1.43%) Influencing Skills
Job Titles
1 178 (15.91%) Senior
2 145 (12.96%) Analyst
3 114 (10.19%) Architect
4 86 (7.69%) Developer
5 83 (7.42%) Lead
6 81 (7.24%) Data Engineer
7 59 (5.27%) Data Architect
8 53 (4.74%) Data Analyst
9 52 (4.65%) Senior Manager
10 47 (4.20%) Analytics Manager
11 45 (4.02%) Solutions Architect
12 35 (3.13%) Designer
13 34 (3.04%) Senior Analytics Manager
14 32 (2.86%) Consultant
14 32 (2.86%) Data Manager
15 30 (2.68%) Cloud Engineer
16 28 (2.50%) Business Intelligence Analyst
17 27 (2.41%) Senior Data Engineer
18 26 (2.32%) Marketing Executive
19 23 (2.06%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 56 (5.00%) HTML
2 44 (3.93%) CSS
3 32 (2.86%) OAuth
3 32 (2.86%) RESTful
4 29 (2.59%) JSON
5 25 (2.23%) OAuth2
6 23 (2.06%) Node.js
7 19 (1.70%) .NET
8 18 (1.61%) Kafka
8 18 (1.61%) React
8 18 (1.61%) SAML
9 16 (1.43%) Pandas
9 16 (1.43%) PySpark
9 16 (1.43%) REST
9 16 (1.43%) XML
10 14 (1.25%) scikit-learn
11 12 (1.07%) AngularJS
12 10 (0.89%) Middleware
12 10 (0.89%) SAP Fiori
13 9 (0.80%) NumPy
Miscellaneous
1 82 (7.33%) Self-Motivation
2 73 (6.52%) Cloud Native
3 70 (6.26%) Product Ownership
4 68 (6.08%) Analytical Mindset
5 66 (5.90%) Social Media
6 51 (4.56%) Onboarding
7 37 (3.31%) Management Information System
8 29 (2.59%) Algorithms
8 29 (2.59%) Virtual Team
9 20 (1.79%) Enterprise Software
9 20 (1.79%) Legacy Systems
10 19 (1.70%) Blog
11 16 (1.43%) Web Conferencing
12 13 (1.16%) Credit Risk
12 13 (1.16%) Reinsurance
13 12 (1.07%) Distributed Systems
14 11 (0.98%) Greenfield Project
14 11 (0.98%) IoT
14 11 (0.98%) Security Posture
15 10 (0.89%) Hybrid Cloud
Operating Systems
1 53 (4.74%) Windows
2 22 (1.97%) Linux
3 20 (1.79%) Windows 10
4 8 (0.71%) Unix
5 5 (0.45%) Android
6 4 (0.36%) Apple iOS
7 2 (0.18%) Windows Server
8 1 (0.089%) VMS
8 1 (0.089%) Windows Server 2019
Processes & Methodologies
1 311 (27.79%) Business Intelligence
2 293 (26.18%) AI
3 282 (25.20%) Decision-Making
4 273 (24.40%) Agile
5 272 (24.31%) Problem-Solving
6 242 (21.63%) Continuous Improvement
7 205 (18.32%) Data Analytics
8 177 (15.82%) Data Modelling
9 168 (15.01%) DevOps
10 146 (13.05%) Roadmaps
11 144 (12.87%) Machine Learning
12 143 (12.78%) Visualisation
13 133 (11.89%) Data Engineering
14 131 (11.71%) User Experience
15 127 (11.35%) ETL
16 126 (11.26%) Actionable Insight
17 125 (11.17%) Data Management
18 121 (10.81%) Mentoring
19 120 (10.72%) CRM
20 117 (10.46%) CI/CD
Programming Languages
1 338 (30.21%) SQL
2 261 (23.32%) Python
3 50 (4.47%) PowerShell
4 45 (4.02%) JavaScript
5 43 (3.84%) Java
6 41 (3.66%) Data Analysis Expressions
7 31 (2.77%) R
8 22 (1.97%) Bash
8 22 (1.97%) Bicep
8 22 (1.97%) C#
9 19 (1.70%) T-SQL
10 18 (1.61%) PL/SQL
11 16 (1.43%) Scala
12 15 (1.34%) TypeScript
13 12 (1.07%) C++
13 12 (1.07%) Shell Script
14 7 (0.63%) PHP
15 5 (0.45%) Go
16 4 (0.36%) Fortran
16 4 (0.36%) Kusto Query Language
Qualifications
1 222 (19.84%) Degree
2 89 (7.95%) Security Cleared
3 80 (7.15%) SC Cleared
4 34 (3.04%) Master's Degree
5 26 (2.32%) Computer Science Degree
5 26 (2.32%) DBS Check
6 23 (2.06%) CISA
6 23 (2.06%) Microsoft Certification
7 20 (1.79%) Azure Certification
7 20 (1.79%) CTC Cleared
8 19 (1.70%) ACCA
8 19 (1.70%) CISSP
9 16 (1.43%) BPSS Clearance
9 16 (1.43%) Numerate Degree
10 14 (1.25%) AWS Certification
10 14 (1.25%) ITIL Certification
11 13 (1.16%) CIMA
11 13 (1.16%) PMP
12 12 (1.07%) Six Sigma Green Belt
13 11 (0.98%) PMI Certification
Quality Assurance & Compliance
1 105 (9.38%) Data Quality
2 98 (8.76%) Accessibility
3 54 (4.83%) GDPR
4 39 (3.49%) ISO/IEC 27001
5 33 (2.95%) WCAG
6 24 (2.14%) SLA
7 21 (1.88%) NIST
8 17 (1.52%) QA
9 14 (1.25%) Actionable Recommendations
10 13 (1.16%) IFRS
11 12 (1.07%) ISO 9001
12 11 (0.98%) COBIT
13 8 (0.71%) Sarbanes-Oxley
14 6 (0.54%) GRC
14 6 (0.54%) PCI DSS
14 6 (0.54%) SOC 2
15 5 (0.45%) ITGC
15 5 (0.45%) PMO
16 2 (0.18%) GAAP
16 2 (0.18%) PERC
System Software
1 19 (1.70%) Virtual Desktop
2 17 (1.52%) Active Directory
3 16 (1.43%) Docker
3 16 (1.43%) Virtual Machines
4 8 (0.71%) VMware Infrastructure
5 7 (0.63%) Hyper-V
6 2 (0.18%) Firmware
7 1 (0.089%) Slurm Workload Manager
7 1 (0.089%) vCloud
Systems Management
1 84 (7.51%) Terraform
2 22 (1.97%) Kubernetes
3 21 (1.88%) Microsoft Intune
4 19 (1.70%) Single Sign-On
5 8 (0.71%) SCCM
6 7 (0.63%) Ansible
7 6 (0.54%) Prometheus
8 5 (0.45%) Grafana
8 5 (0.45%) QRadar
8 5 (0.45%) SCOM
9 2 (0.18%) Argo
10 1 (0.089%) AppManager
10 1 (0.089%) Computer Emergency Response Teams
10 1 (0.089%) Computer Incident Response Team
10 1 (0.089%) Failover Clustering
10 1 (0.089%) Ganglia
10 1 (0.089%) ITRS Geneos
10 1 (0.089%) RSA Archer
10 1 (0.089%) SmoothWall
Vendors
1 252 (22.52%) Microsoft
2 168 (15.01%) Google
3 78 (6.97%) Databricks
4 54 (4.83%) Salesforce
5 53 (4.74%) Adobe
6 44 (3.93%) Oracle
7 41 (3.66%) SAP
8 34 (3.04%) Cisco
9 23 (2.06%) HubSpot
10 19 (1.70%) Apple
11 14 (1.25%) Sage
12 13 (1.16%) Zoho
13 12 (1.07%) Alteryx
14 11 (0.98%) Autodesk
15 10 (0.89%) Ahrefs
15 10 (0.89%) Murex
15 10 (0.89%) ServiceNow
16 9 (0.80%) Ab Initio
16 9 (0.80%) Instagram
16 9 (0.80%) Talend