Analytics Jobs with Hybrid/Remote/WFH Options

Analytics
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Analytics over the 6 months leading up to 10 July 2025, comparing them to the same period in the previous two years.

6 months to
10 Jul 2025
Same period 2024 Same period 2023
Rank 38 28 25
Rank change year-on-year -10 -3 +9
Permanent jobs citing Analytics 1,272 2,383 3,268
As % of all permanent jobs with a WFH option 6.07% 7.15% 9.18%
As % of the Processes & Methodologies category 6.52% 8.00% 9.57%
Number of salaries quoted 721 1,482 2,074
10th Percentile £32,500 £36,250 £38,498
25th Percentile £45,000 £43,750 £50,000
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £83,500 £85,000 £89,852
90th Percentile £105,000 £110,000 £118,750
UK median annual salary £62,500 £60,000 £65,000
% change year-on-year +4.17% -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 19,506 29,782 34,134
As % of all permanent jobs with a WFH option 93.01% 89.31% 95.94%
Number of salaries quoted 10,359 21,960 25,129
10th Percentile £25,313 £33,750 £37,500
25th Percentile £39,500 £42,500 £47,500
Median annual salary (50th Percentile) £57,500 £57,500 £62,500
Median % change year-on-year - -8.00% +4.17%
75th Percentile £76,250 £75,772 £81,250
90th Percentile £100,000 £95,000 £100,000
UK median annual salary £55,000 £55,000 £60,249
% change year-on-year - -8.71% +0.42%

Analytics
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Analytics as a proportion of all IT jobs advertised.

Analytics trend for jobs with Hybrid/Remote/WFH options

Analytics
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Analytics.

Analytics salary trend for jobs with a WFH option

Analytics
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Analytics over the 6 months to 10 July 2025.

Analytics salary histogram for jobs with a WFH option

Analytics
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 75 (5.90%) Oracle Application Server
2 62 (4.87%) CMS
3 42 (3.30%) WordPress
4 24 (1.89%) Apache Spark
5 18 (1.42%) SharePoint
6 16 (1.26%) Umbraco
7 13 (1.02%) Apache
8 12 (0.94%) Drupal
8 12 (0.94%) SAS
9 10 (0.79%) Headless CMS
10 8 (0.63%) Apache Airflow
11 7 (0.55%) Confluence
12 5 (0.39%) IBM Domino
12 5 (0.39%) IIS
12 5 (0.39%) Microsoft Exchange
13 3 (0.24%) ArcGIS
14 2 (0.16%) Adobe Experience Manager
15 1 (0.079%) Jupyter
15 1 (0.079%) Luigi
15 1 (0.079%) Skype for Business
Applications
1 138 (10.85%) Microsoft Excel
2 45 (3.54%) Microsoft Office
3 25 (1.97%) Microsoft PowerPoint
4 24 (1.89%) Photoshop
5 15 (1.18%) Adobe XD
6 11 (0.86%) Microsoft Project
7 9 (0.71%) Adobe Illustrator
7 9 (0.71%) Adobe Premiere
8 6 (0.47%) Trello
9 5 (0.39%) Chatbot
10 3 (0.24%) Spreadsheet
11 2 (0.16%) Adobe Creative Suite
11 2 (0.16%) InDesign
11 2 (0.16%) Notion
11 2 (0.16%) Sketch
Business Applications
1 24 (1.89%) Shopify
2 14 (1.10%) Dynamics CRM
3 13 (1.02%) NetSuite
4 11 (0.86%) Aladdin
5 8 (0.63%) Salesforce CRM
6 6 (0.47%) Adaptiv
7 5 (0.39%) Dynamics GP
7 5 (0.39%) SAP S/4HANA
8 4 (0.31%) IBM Planning Analytics
8 4 (0.31%) Infor M3
8 4 (0.31%) Magento
8 4 (0.31%) Payment Gateway
8 4 (0.31%) ResourceLink
9 2 (0.16%) SAP FI
9 2 (0.16%) SAP MM
9 2 (0.16%) SAP SCM
9 2 (0.16%) SAP SD
10 1 (0.079%) Oracle SCM
10 1 (0.079%) SAP APO
10 1 (0.079%) SAP PP
Cloud Services
1 287 (22.56%) Azure
2 254 (19.97%) Power Platform
3 184 (14.47%) AWS
4 170 (13.36%) Google Analytics
5 87 (6.84%) GCP
5 87 (6.84%) SaaS
6 57 (4.48%) Azure Data Factory
7 52 (4.09%) Google Ads
8 46 (3.62%) Snowflake
9 44 (3.46%) Serverless
10 41 (3.22%) Power Automate
11 39 (3.07%) Entra ID
11 39 (3.07%) PaaS
12 37 (2.91%) Microsoft 365
13 36 (2.83%) Amazon S3
13 36 (2.83%) Azure DevOps
14 35 (2.75%) AWS Lambda
15 31 (2.44%) Azure Synapse Analytics
16 28 (2.20%) IaaS
17 26 (2.04%) Amazon EC2
Communications & Networking
1 26 (2.04%) Firewall
2 23 (1.81%) WAN
3 21 (1.65%) DNS
4 18 (1.42%) SD-WAN
4 18 (1.42%) VPN
5 6 (0.47%) Unified Communications
6 5 (0.39%) 4G
6 5 (0.39%) 5G
6 5 (0.39%) SAN
6 5 (0.39%) TCP/IP
7 3 (0.24%) Intranet
8 2 (0.16%) Broadband
8 2 (0.16%) Internet
8 2 (0.16%) Intrusion Detection
9 1 (0.079%) Ethernet
9 1 (0.079%) FTP
9 1 (0.079%) LAN
9 1 (0.079%) SMS
9 1 (0.079%) SSL
9 1 (0.079%) Wireshark
Database & Business Intelligence
1 249 (19.58%) Power BI
2 187 (14.70%) Data Warehouse
3 113 (8.88%) Tableau
4 79 (6.21%) Oracle Reports
5 78 (6.13%) Enterprise Data Warehouse
6 73 (5.74%) Data Lake
7 60 (4.72%) Big Data
8 55 (4.32%) SQL Server
9 45 (3.54%) SQL Server Integration Services
10 37 (2.91%) SQL Server Reporting Services
11 31 (2.44%) MySQL
12 27 (2.12%) NoSQL
13 26 (2.04%) Azure SQL Database
14 25 (1.97%) BigQuery
15 21 (1.65%) Metadata
15 21 (1.65%) PostgreSQL
15 21 (1.65%) Relational Database
16 19 (1.49%) Looker
17 17 (1.34%) Power Query
18 13 (1.02%) GIS
Development Applications
1 69 (5.42%) Git
2 27 (2.12%) JIRA
3 24 (1.89%) Jenkins
4 17 (1.34%) SQL Server Management Studio (SSMS)
5 14 (1.10%) GitLab
6 12 (0.94%) Bazaar
7 10 (0.79%) Axure RP
7 10 (0.79%) Balsamiq
7 10 (0.79%) Cucumber
7 10 (0.79%) IntelliJ
7 10 (0.79%) JUnit
7 10 (0.79%) Maven
7 10 (0.79%) Mockito
8 8 (0.63%) Cypress.io
9 6 (0.47%) Visual Studio
10 4 (0.31%) RStudio
10 4 (0.31%) Subversion
10 4 (0.31%) webpack
11 3 (0.24%) ER Studio
12 2 (0.16%) fastlane
General
1 511 (40.17%) Social Skills
2 500 (39.31%) Finance
3 354 (27.83%) Analytical Skills
4 230 (18.08%) Marketing
5 112 (8.81%) Banking
6 108 (8.49%) Retail
7 103 (8.10%) Organisational Skills
8 99 (7.78%) Inclusion and Diversity
9 81 (6.37%) Military
10 65 (5.11%) Public Sector
11 54 (4.25%) Law
11 54 (4.25%) Manufacturing
12 51 (4.01%) Presentation Skills
13 50 (3.93%) Advertising
13 50 (3.93%) Legal
14 34 (2.67%) Front Office
15 25 (1.97%) Games
16 23 (1.81%) Back Office
16 23 (1.81%) Influencing Skills
17 21 (1.65%) Local Government
Job Titles
1 224 (17.61%) Analyst
2 193 (15.17%) Senior
3 116 (9.12%) Data Analyst
4 115 (9.04%) Lead
5 108 (8.49%) Developer
6 75 (5.90%) Architect
7 70 (5.50%) Data Engineer
8 62 (4.87%) Data Manager
9 55 (4.32%) Analytics Manager
10 52 (4.09%) Senior Manager
11 47 (3.69%) Data Scientist
12 40 (3.14%) Business Analyst
13 37 (2.91%) Senior Analyst
13 37 (2.91%) Senior Developer
14 35 (2.75%) Full-Stack Developer
15 34 (2.67%) Consultant
16 32 (2.52%) Senior Analytics Manager
17 29 (2.28%) Software Engineer
17 29 (2.28%) Solutions Architect
18 26 (2.04%) Procurement Analyst
Libraries, Frameworks & Software Standards
1 56 (4.40%) HTML
2 55 (4.32%) CSS
3 53 (4.17%) React
4 23 (1.81%) Kafka
5 22 (1.73%) Node.js
5 22 (1.73%) PySpark
6 21 (1.65%) Redux
6 21 (1.65%) Vue
7 20 (1.57%) .NET
7 20 (1.57%) AngularJS
8 18 (1.42%) TensorFlow
9 16 (1.26%) scikit-learn
10 15 (1.18%) Pandas
10 15 (1.18%) PyTorch
10 15 (1.18%) RESTful
11 13 (1.02%) NumPy
12 12 (0.94%) Jest
12 12 (0.94%) jQuery
12 12 (0.94%) JSON
12 12 (0.94%) OAuth
Miscellaneous
1 101 (7.94%) Management Information System
2 99 (7.78%) Social Media
3 72 (5.66%) Algorithms
4 55 (4.32%) Product Ownership
5 33 (2.59%) Onboarding
6 30 (2.36%) Hedge funds
7 28 (2.20%) Fixed Income
8 27 (2.12%) Blog
8 27 (2.12%) Data Centre
8 27 (2.12%) NHS
9 26 (2.04%) Cyberattack
10 24 (1.89%) Self-Motivation
11 23 (1.81%) Cloud Native
12 18 (1.42%) Derivative
13 17 (1.34%) Analytical Mindset
13 17 (1.34%) Data Structures
14 16 (1.26%) Credit Risk
14 16 (1.26%) Foreign Exchange (FX)
14 16 (1.26%) Market Risk
15 14 (1.10%) Enterprise Software
Operating Systems
1 34 (2.67%) Windows
2 22 (1.73%) Linux
3 16 (1.26%) Windows 10
4 10 (0.79%) Windows Server
5 4 (0.31%) Android
5 4 (0.31%) Apple iOS
6 3 (0.24%) Windows Server 2019
7 1 (0.079%) Debian
7 1 (0.079%) zOS
Processes & Methodologies
1 303 (23.82%) Agile
2 298 (23.43%) Problem-Solving
3 278 (21.86%) Business Intelligence
4 270 (21.23%) Data Analytics
5 240 (18.87%) Visualisation
6 228 (17.92%) Decision-Making
7 223 (17.53%) Artificial Intelligence
8 199 (15.64%) Data Modelling
9 196 (15.41%) DevOps
10 190 (14.94%) Data Management
11 151 (11.87%) Data Analysis
11 151 (11.87%) Data Science
12 148 (11.64%) Continuous Improvement
13 144 (11.32%) ITIL
14 143 (11.24%) Data Integration
15 141 (11.08%) Machine Learning
15 141 (11.08%) Project Management
16 140 (11.01%) Customer Experience
17 137 (10.77%) Mentoring
18 135 (10.61%) Roadmaps
Programming Languages
1 379 (29.80%) SQL
2 290 (22.80%) Python
3 81 (6.37%) JavaScript
4 46 (3.62%) PowerShell
5 41 (3.22%) Java
5 41 (3.22%) R
6 31 (2.44%) TypeScript
7 30 (2.36%) Data Analysis Expressions
8 25 (1.97%) Bicep
8 25 (1.97%) C#
9 21 (1.65%) C++
10 20 (1.57%) T-SQL
11 17 (1.34%) Bash
11 17 (1.34%) PHP
12 9 (0.71%) Scala
13 7 (0.55%) VBA
14 5 (0.39%) C
15 4 (0.31%) Julia
16 3 (0.24%) Apex Code
17 2 (0.16%) Swift
Qualifications
1 293 (23.03%) Degree
2 140 (11.01%) DBS Check
3 81 (6.37%) Security Cleared
4 50 (3.93%) SC Cleared
5 43 (3.38%) Master's Degree
6 32 (2.52%) Numerate Degree
7 24 (1.89%) Computer Science Degree
8 23 (1.81%) Azure Certification
8 23 (1.81%) DV Cleared
8 23 (1.81%) PhD
9 20 (1.57%) PMP
10 19 (1.49%) PMI Certification
11 16 (1.26%) CTC Cleared
12 15 (1.18%) Microsoft Certification
13 14 (1.10%) ITIL Certification
14 13 (1.02%) CFA
15 10 (0.79%) ACCA
16 8 (0.63%) BPSS Clearance
17 7 (0.55%) SAP Certification
18 6 (0.47%) CIMA
Quality Assurance & Compliance
1 128 (10.06%) Data Quality
2 73 (5.74%) Accessibility
3 45 (3.54%) GDPR
4 29 (2.28%) QA
5 18 (1.42%) SLA
6 17 (1.34%) Actionable Recommendations
7 16 (1.26%) WCAG
8 12 (0.94%) ISO/IEC 27001
9 8 (0.63%) PCI DSS
10 6 (0.47%) California Consumer Privacy Act
10 6 (0.47%) Cyber Essentials
10 6 (0.47%) Def Stans
10 6 (0.47%) SOC 2
11 5 (0.39%) IFRS
11 5 (0.39%) IFRS 9
12 4 (0.31%) 21 CFR Part 11
12 4 (0.31%) Basel II
12 4 (0.31%) Basel III
12 4 (0.31%) Dodd-Frank
12 4 (0.31%) GxP
System Software
1 23 (1.81%) Docker
2 17 (1.34%) Virtual Machines
3 11 (0.86%) VMware Infrastructure
4 6 (0.47%) Active Directory
5 2 (0.16%) Hyper-V
6 1 (0.079%) Job Entry Subsystem
6 1 (0.079%) Time Sharing Option
6 1 (0.079%) Varnish
Systems Management
1 45 (3.54%) Terraform
2 29 (2.28%) Kubernetes
3 27 (2.12%) Single Sign-On
4 15 (1.18%) Ansible
5 6 (0.47%) Grafana
6 5 (0.39%) Microsoft Intune
6 5 (0.39%) Prometheus
6 5 (0.39%) ZABBIX
7 3 (0.24%) SmoothWall
8 2 (0.16%) Failover Clustering
9 1 (0.079%) AppManager
9 1 (0.079%) Matomo
9 1 (0.079%) Nessus
9 1 (0.079%) SCCM
9 1 (0.079%) Systems Management Server (SMS)
Vendors
1 254 (19.97%) Microsoft
2 219 (17.22%) Google
3 103 (8.10%) Databricks
4 93 (7.31%) Oracle
5 68 (5.35%) SAP
6 45 (3.54%) Adobe
7 40 (3.14%) Salesforce
8 30 (2.36%) Cisco
9 22 (1.73%) Facebook
10 21 (1.65%) Instagram
11 20 (1.57%) Ahrefs
11 20 (1.57%) IBM
12 18 (1.42%) VMware
13 17 (1.34%) TikTok
14 16 (1.26%) Apple
14 16 (1.26%) Meraki
15 15 (1.18%) Hotjar
16 14 (1.10%) Cognos
17 13 (1.02%) HubSpot
18 12 (0.94%) Murex