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 9 June 2025, comparing them to the same period in the previous two years.

6 months to
9 Jun 2025
Same period 2024 Same period 2023
Rank 41 28 22
Rank change year-on-year -13 -6 +16
Permanent jobs citing Analytics 1,233 2,504 3,714
As % of all permanent jobs with a WFH option 6.39% 7.10% 9.78%
As % of the Processes & Methodologies category 6.81% 7.91% 10.18%
Number of salaries quoted 680 1,544 2,037
10th Percentile £30,000 £35,000 £38,750
25th Percentile £43,290 £42,725 £50,000
Median annual salary (50th Percentile) £60,000 £58,232 £66,603
Median % change year-on-year +3.04% -12.57% +6.56%
75th Percentile £85,000 £82,500 £89,852
90th Percentile £102,500 £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 18,106 31,643 36,467
As % of all permanent jobs with a WFH option 93.86% 89.74% 96.04%
Number of salaries quoted 9,566 23,633 25,914
10th Percentile £26,250 £33,750 £37,500
25th Percentile £41,250 £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 £76,840 £75,000 £82,500
90th Percentile £100,000 £95,000 £100,000
UK median annual salary £56,000 £55,000 £60,800
% change year-on-year +1.82% -9.54% +1.33%

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 9 June 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 (6.08%) Oracle Application Server
2 58 (4.70%) CMS
3 34 (2.76%) WordPress
4 24 (1.95%) Apache Spark
5 21 (1.70%) SharePoint
6 19 (1.54%) SAS
7 15 (1.22%) Apache
7 15 (1.22%) Umbraco
8 13 (1.05%) Drupal
9 11 (0.89%) Apache Airflow
10 8 (0.65%) Confluence
11 5 (0.41%) IBM Domino
11 5 (0.41%) IIS
12 4 (0.32%) Microsoft Exchange
13 2 (0.16%) Adobe Experience Manager
13 2 (0.16%) ArcGIS
13 2 (0.16%) Ethereum
13 2 (0.16%) Sitecore CMS
14 1 (0.081%) Luigi
14 1 (0.081%) Skype for Business
Applications
1 136 (11.03%) Microsoft Excel
2 32 (2.60%) Microsoft Office
3 30 (2.43%) Microsoft PowerPoint
4 21 (1.70%) Photoshop
5 12 (0.97%) Trello
6 11 (0.89%) Adobe XD
7 10 (0.81%) Microsoft Project
8 9 (0.73%) Adobe Illustrator
9 8 (0.65%) Adobe Premiere
10 6 (0.49%) Chatbot
11 2 (0.16%) Adobe Creative Suite
11 2 (0.16%) InDesign
11 2 (0.16%) Notion
11 2 (0.16%) Sketch
12 1 (0.081%) Spreadsheet
Business Applications
1 19 (1.54%) Aladdin
1 19 (1.54%) Shopify
2 14 (1.14%) NetSuite
3 13 (1.05%) Dynamics CRM
4 7 (0.57%) Salesforce CRM
5 6 (0.49%) Infor M3
6 4 (0.32%) Adaptiv
6 4 (0.32%) Dynamics GP
6 4 (0.32%) IBM Planning Analytics
6 4 (0.32%) Magento
6 4 (0.32%) ResourceLink
7 3 (0.24%) Payment Gateway
7 3 (0.24%) SAP S/4HANA
8 2 (0.16%) SAP FI
9 1 (0.081%) Oracle ERP
9 1 (0.081%) Oracle SCM
9 1 (0.081%) Raiser’s Edge
9 1 (0.081%) SAP MM
9 1 (0.081%) SAP SCM
9 1 (0.081%) SAP SD
Cloud Services
1 293 (23.76%) Azure
2 258 (20.92%) Power Platform
3 175 (14.19%) AWS
4 149 (12.08%) Google Analytics
5 95 (7.70%) GCP
6 82 (6.65%) SaaS
7 55 (4.46%) Azure Data Factory
8 51 (4.14%) Snowflake
9 47 (3.81%) Google Ads
10 40 (3.24%) Azure DevOps
10 40 (3.24%) PaaS
11 38 (3.08%) Azure Synapse Analytics
11 38 (3.08%) Power Automate
11 38 (3.08%) Serverless
12 35 (2.84%) Amazon S3
13 33 (2.68%) Microsoft 365
14 31 (2.51%) Entra ID
15 28 (2.27%) AWS Lambda
16 27 (2.19%) Amazon EC2
16 27 (2.19%) IaaS
Communications & Networking
1 26 (2.11%) Firewall
2 24 (1.95%) WAN
3 21 (1.70%) DNS
4 19 (1.54%) VPN
5 17 (1.38%) SD-WAN
6 6 (0.49%) Unified Communications
7 5 (0.41%) 4G
7 5 (0.41%) 5G
7 5 (0.41%) TCP/IP
8 3 (0.24%) Intranet
8 3 (0.24%) LAN
8 3 (0.24%) SAN
9 2 (0.16%) Broadband
9 2 (0.16%) Internet
9 2 (0.16%) VLAN
9 2 (0.16%) Wi-Fi
10 1 (0.081%) Intrusion Detection
10 1 (0.081%) SMS
10 1 (0.081%) SSL
10 1 (0.081%) Wireshark
Database & Business Intelligence
1 254 (20.60%) Power BI
2 190 (15.41%) Data Warehouse
3 132 (10.71%) Tableau
4 85 (6.89%) Big Data
5 78 (6.33%) Oracle Reports
6 77 (6.24%) Enterprise Data Warehouse
7 71 (5.76%) Data Lake
8 57 (4.62%) SQL Server
9 43 (3.49%) SQL Server Integration Services
10 38 (3.08%) SQL Server Reporting Services
11 31 (2.51%) BigQuery
11 31 (2.51%) MySQL
12 25 (2.03%) Azure SQL Database
12 25 (2.03%) Relational Database
13 24 (1.95%) NoSQL
14 23 (1.87%) PostgreSQL
15 19 (1.54%) Metadata
16 18 (1.46%) Looker
17 17 (1.38%) Amazon Athena
18 15 (1.22%) Power Query
Development Applications
1 84 (6.81%) Git
2 28 (2.27%) JIRA
3 27 (2.19%) Jenkins
4 17 (1.38%) GitLab
4 17 (1.38%) SQL Server Management Studio (SSMS)
5 13 (1.05%) Cucumber
5 13 (1.05%) IntelliJ
5 13 (1.05%) JUnit
5 13 (1.05%) Maven
5 13 (1.05%) Mockito
6 12 (0.97%) Bazaar
7 6 (0.49%) Axure RP
7 6 (0.49%) Balsamiq
7 6 (0.49%) Visual Studio
8 4 (0.32%) RStudio
8 4 (0.32%) Subversion
8 4 (0.32%) webpack
9 3 (0.24%) ERwin
10 2 (0.16%) JMeter
10 2 (0.16%) Selenium
General
1 522 (42.34%) Finance
2 504 (40.88%) Social Skills
3 365 (29.60%) Analytical Skills
4 210 (17.03%) Marketing
5 141 (11.44%) Banking
6 109 (8.84%) Retail
7 99 (8.03%) Organisational Skills
8 88 (7.14%) Inclusion and Diversity
9 81 (6.57%) Military
10 60 (4.87%) Presentation Skills
11 49 (3.97%) Manufacturing
11 49 (3.97%) Public Sector
12 47 (3.81%) Law
13 45 (3.65%) Advertising
14 43 (3.49%) Front Office
15 41 (3.33%) Legal
16 32 (2.60%) Games
17 21 (1.70%) Publishing
18 20 (1.62%) Automotive
18 20 (1.62%) Billing
Job Titles
1 275 (22.30%) Analyst
2 172 (13.95%) Senior
3 154 (12.49%) Data Analyst
4 107 (8.68%) Lead
5 99 (8.03%) Developer
6 79 (6.41%) Data Engineer
7 73 (5.92%) Architect
8 57 (4.62%) Data Manager
9 47 (3.81%) Senior Analyst
10 45 (3.65%) Data Scientist
11 36 (2.92%) Business Analyst
12 32 (2.60%) Senior Developer
12 32 (2.60%) Solutions Architect
13 29 (2.35%) Software Engineer
14 28 (2.27%) Consultant
15 26 (2.11%) Procurement Analyst
16 25 (2.03%) Database Engineer
17 24 (1.95%) Analytics Manager
17 24 (1.95%) Full-Stack Developer
17 24 (1.95%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 44 (3.57%) CSS
1 44 (3.57%) React
2 42 (3.41%) HTML
3 35 (2.84%) Kafka
4 20 (1.62%) PySpark
4 20 (1.62%) Redux
4 20 (1.62%) Vue
5 18 (1.46%) AngularJS
6 16 (1.30%) .NET
7 15 (1.22%) PyTorch
7 15 (1.22%) TensorFlow
8 13 (1.05%) ActiveMQ
8 13 (1.05%) JMS
8 13 (1.05%) NumPy
8 13 (1.05%) scikit-learn
8 13 (1.05%) Spring
8 13 (1.05%) Spring Boot
9 12 (0.97%) jQuery
9 12 (0.97%) Node.js
9 12 (0.97%) Pandas
Miscellaneous
1 108 (8.76%) Management Information System
2 94 (7.62%) Social Media
3 67 (5.43%) Algorithms
3 67 (5.43%) Product Ownership
4 37 (3.00%) Hedge funds
5 35 (2.84%) Fixed Income
6 27 (2.19%) Data Centre
6 27 (2.19%) NHS
7 26 (2.11%) Derivative
8 25 (2.03%) Blog
8 25 (2.03%) Cyberattack
9 19 (1.54%) Cloud Native
9 19 (1.54%) Enterprise Software
10 18 (1.46%) Credit Risk
10 18 (1.46%) Self-Motivation
11 17 (1.38%) Data Structures
11 17 (1.38%) Onboarding
12 16 (1.30%) Analytical Mindset
13 15 (1.22%) Mobile App
14 14 (1.14%) Foreign Exchange (FX)
Operating Systems
1 25 (2.03%) Windows
2 23 (1.87%) Linux
3 10 (0.81%) Windows 10
3 10 (0.81%) Windows Server
4 4 (0.32%) Android
4 4 (0.32%) Apple iOS
5 2 (0.16%) Windows Server 2016
5 2 (0.16%) Windows Server 2019
6 1 (0.081%) Debian
6 1 (0.081%) zOS
Processes & Methodologies
1 311 (25.22%) Data Analytics
2 303 (24.57%) Agile
3 282 (22.87%) Business Intelligence
4 275 (22.30%) Visualisation
5 271 (21.98%) Problem-Solving
6 202 (16.38%) Decision-Making
7 196 (15.90%) DevOps
8 192 (15.57%) Data Modelling
9 189 (15.33%) Data Management
10 184 (14.92%) Artificial Intelligence
11 158 (12.81%) Data Analysis
12 153 (12.41%) Data Science
13 146 (11.84%) Continuous Improvement
14 144 (11.68%) Data Integration
15 140 (11.35%) Project Management
16 138 (11.19%) Mentoring
17 136 (11.03%) ETL
18 130 (10.54%) Machine Learning
18 130 (10.54%) Roadmaps
19 127 (10.30%) Statistics
Programming Languages
1 415 (33.66%) SQL
2 311 (25.22%) Python
3 71 (5.76%) JavaScript
4 47 (3.81%) PowerShell
5 44 (3.57%) Java
6 40 (3.24%) R
7 32 (2.60%) Data Analysis Expressions
8 29 (2.35%) C#
9 26 (2.11%) C++
10 23 (1.87%) Bicep
10 23 (1.87%) TypeScript
11 21 (1.70%) T-SQL
12 17 (1.38%) PHP
13 16 (1.30%) Bash
14 8 (0.65%) Scala
15 7 (0.57%) C
15 7 (0.57%) VBA
16 4 (0.32%) Julia
17 3 (0.24%) Apex Code
18 2 (0.16%) Swift
Qualifications
1 328 (26.60%) Degree
2 155 (12.57%) DBS Check
3 66 (5.35%) Security Cleared
4 45 (3.65%) Master's Degree
5 36 (2.92%) SC Cleared
6 32 (2.60%) Numerate Degree
7 31 (2.51%) Azure Certification
7 31 (2.51%) Computer Science Degree
8 23 (1.87%) DV Cleared
8 23 (1.87%) PhD
9 17 (1.38%) PMI Certification
9 17 (1.38%) PMP
10 12 (0.97%) Microsoft Certification
11 10 (0.81%) ACCA
12 9 (0.73%) BPSS Clearance
12 9 (0.73%) CFA
13 8 (0.65%) CTC Cleared
14 6 (0.49%) CIMA
14 6 (0.49%) Six Sigma Black Belt
15 5 (0.41%) SAP Certification
Quality Assurance & Compliance
1 133 (10.79%) Data Quality
2 58 (4.70%) Accessibility
3 40 (3.24%) GDPR
4 31 (2.51%) QA
5 19 (1.54%) Actionable Recommendations
6 11 (0.89%) ISO/IEC 27001
6 11 (0.89%) SLA
6 11 (0.89%) WCAG
7 7 (0.57%) PCI DSS
8 6 (0.49%) California Consumer Privacy Act
8 6 (0.49%) Cyber Essentials
8 6 (0.49%) Def Stans
8 6 (0.49%) GxP
9 5 (0.41%) IFRS
9 5 (0.41%) IFRS 9
10 4 (0.32%) 21 CFR Part 11
10 4 (0.32%) Basel III
10 4 (0.32%) Dodd-Frank
10 4 (0.32%) Good Clinical Practice
10 4 (0.32%) SOC 2
System Software
1 22 (1.78%) Docker
2 16 (1.30%) Virtual Machines
3 9 (0.73%) VMware Infrastructure
4 6 (0.49%) Active Directory
5 1 (0.081%) Hyper-V
5 1 (0.081%) Job Entry Subsystem
5 1 (0.081%) Time Sharing Option
5 1 (0.081%) Varnish
Systems Management
1 41 (3.33%) Terraform
2 29 (2.35%) Single Sign-On
3 28 (2.27%) Kubernetes
4 18 (1.46%) Ansible
5 6 (0.49%) Grafana
5 6 (0.49%) Microsoft Intune
6 5 (0.41%) Prometheus
6 5 (0.41%) ZABBIX
7 2 (0.16%) SmoothWall
8 1 (0.081%) Failover Clustering
8 1 (0.081%) Matomo
8 1 (0.081%) Nessus
8 1 (0.081%) SCCM
8 1 (0.081%) Systems Management Server (SMS)
Vendors
1 236 (19.14%) Microsoft
2 199 (16.14%) Google
3 120 (9.73%) Databricks
4 92 (7.46%) Oracle
5 72 (5.84%) SAP
6 46 (3.73%) Adobe
7 37 (3.00%) Salesforce
8 25 (2.03%) IBM
9 22 (1.78%) TikTok
10 21 (1.70%) Cisco
10 21 (1.70%) Instagram
11 18 (1.46%) Ahrefs
11 18 (1.46%) BISAM
11 18 (1.46%) Facebook
12 16 (1.30%) Meraki
12 16 (1.30%) VMware
13 14 (1.14%) Cognos
14 12 (0.97%) Hotjar
14 12 (0.97%) Informatica
14 12 (0.97%) Screaming Frog
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