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 4 May 2025, comparing them to the same period in the previous two years.

6 months to
4 May 2025
Same period 2024 Same period 2023
Rank 24 29 22
Rank change year-on-year +5 -7 +14
Permanent jobs citing Analytics 1,327 2,431 4,126
As % of all permanent jobs with a WFH option 8.66% 7.18% 9.71%
As % of the Processes & Methodologies category 9.29% 7.84% 10.10%
Number of salaries quoted 762 1,532 2,166
10th Percentile £31,250 £35,000 £38,500
25th Percentile £44,000 £42,725 £50,000
Median annual salary (50th Percentile) £60,000 £59,000 £66,603
Median % change year-on-year +1.69% -11.42% +6.56%
75th Percentile £82,844 £81,713 £89,852
90th Percentile £102,500 £107,500 £116,875
UK median annual salary £65,000 £59,556 £65,133
% change year-on-year +9.14% -8.56% +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 14,284 31,001 40,855
As % of all permanent jobs with a WFH option 93.23% 91.62% 96.10%
Number of salaries quoted 9,786 23,546 28,388
10th Percentile £30,000 £33,759 £37,500
25th Percentile £45,000 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £57,500 £62,500
Median % change year-on-year +4.35% -8.00% +4.17%
75th Percentile £77,500 £75,000 £82,500
90th Percentile £102,500 £95,000 £100,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

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 4 May 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 (5.65%) Oracle Application Server
2 65 (4.90%) CMS
3 33 (2.49%) SharePoint
4 29 (2.19%) WordPress
5 26 (1.96%) Apache Spark
6 21 (1.58%) Apache Airflow
6 21 (1.58%) SAS
6 21 (1.58%) Umbraco
7 16 (1.21%) Apache
8 11 (0.83%) Drupal
9 10 (0.75%) Confluence
10 7 (0.53%) Sitecore CMS
11 5 (0.38%) IBM Domino
11 5 (0.38%) IIS
12 2 (0.15%) Adobe Experience Manager
12 2 (0.15%) ArcGIS
12 2 (0.15%) Ethereum
12 2 (0.15%) Microsoft Exchange
13 1 (0.075%) Luigi
13 1 (0.075%) Skype for Business
Applications
1 166 (12.51%) Microsoft Excel
2 49 (3.69%) Microsoft PowerPoint
3 40 (3.01%) Microsoft Office
4 18 (1.36%) Photoshop
5 15 (1.13%) Trello
6 10 (0.75%) Chatbot
7 8 (0.60%) Adobe Premiere
7 8 (0.60%) Microsoft Project
8 6 (0.45%) Adobe Illustrator
8 6 (0.45%) Adobe XD
9 2 (0.15%) Adobe Creative Suite
9 2 (0.15%) InDesign
9 2 (0.15%) Notion
9 2 (0.15%) Sketch
9 2 (0.15%) Spreadsheet
10 1 (0.075%) Simulink
10 1 (0.075%) SPSS
Business Applications
1 24 (1.81%) Aladdin
2 21 (1.58%) Shopify
3 13 (0.98%) NetSuite
4 8 (0.60%) Dynamics CRM
5 6 (0.45%) IBM Planning Analytics
5 6 (0.45%) Infor M3
5 6 (0.45%) Salesforce CRM
6 4 (0.30%) Oracle EBS
6 4 (0.30%) Oracle ERP
6 4 (0.30%) PeopleSoft HCM
7 2 (0.15%) Dynamics GP
7 2 (0.15%) Oracle Retail
7 2 (0.15%) ResourceLink
7 2 (0.15%) SAP FI
8 1 (0.075%) Oracle SCM
8 1 (0.075%) Raiser’s Edge
8 1 (0.075%) SAP MM
8 1 (0.075%) SAP S/4HANA
Cloud Services
1 290 (21.85%) Azure
2 259 (19.52%) Power Platform
3 201 (15.15%) AWS
4 147 (11.08%) Google Analytics
5 118 (8.89%) GCP
6 60 (4.52%) SaaS
7 55 (4.14%) Azure Data Factory
8 54 (4.07%) Snowflake
9 47 (3.54%) Google Ads
9 47 (3.54%) Serverless
10 44 (3.32%) Azure Synapse Analytics
11 43 (3.24%) Amazon S3
12 37 (2.79%) AWS Lambda
12 37 (2.79%) PaaS
13 34 (2.56%) Microsoft 365
14 31 (2.34%) GitHub
15 29 (2.19%) Amazon EC2
16 28 (2.11%) Google Tag Manager
17 27 (2.03%) Azure DevOps
18 26 (1.96%) dbt
Communications & Networking
1 12 (0.90%) Firewall
2 9 (0.68%) DNS
3 8 (0.60%) Internet
4 7 (0.53%) TCP/IP
4 7 (0.53%) WAN
5 6 (0.45%) Bluetooth
5 6 (0.45%) LAN
5 6 (0.45%) VPN
6 5 (0.38%) Unified Communications
7 4 (0.30%) 4G
7 4 (0.30%) 5G
7 4 (0.30%) Wi-Fi
8 3 (0.23%) DHCP
8 3 (0.23%) Intranet
8 3 (0.23%) Network Security
8 3 (0.23%) Wireless
9 2 (0.15%) Broadband
9 2 (0.15%) Intrusion Detection
9 2 (0.15%) IPsec
9 2 (0.15%) VLAN
Database & Business Intelligence
1 257 (19.37%) Power BI
2 199 (15.00%) Data Warehouse
3 159 (11.98%) Tableau
4 84 (6.33%) Big Data
5 78 (5.88%) Enterprise Data Warehouse
5 78 (5.88%) Oracle Reports
6 76 (5.73%) Data Lake
7 64 (4.82%) SQL Server
8 48 (3.62%) SQL Server Integration Services
9 39 (2.94%) SQL Server Reporting Services
10 35 (2.64%) NoSQL
11 31 (2.34%) BigQuery
12 28 (2.11%) Azure SQL Database
12 28 (2.11%) PostgreSQL
13 26 (1.96%) Amazon Athena
14 25 (1.88%) Relational Database
15 22 (1.66%) Looker
16 20 (1.51%) Metadata
17 16 (1.21%) Amazon Redshift
18 15 (1.13%) Power Query
Development Applications
1 97 (7.31%) Git
2 47 (3.54%) Jenkins
3 29 (2.19%) JIRA
4 21 (1.58%) GitLab
5 17 (1.28%) JUnit
5 17 (1.28%) Maven
6 16 (1.21%) SQL Server Management Studio (SSMS)
7 14 (1.06%) Cucumber
7 14 (1.06%) IntelliJ
7 14 (1.06%) Mockito
8 8 (0.60%) Bazaar
9 7 (0.53%) Visual Studio
10 6 (0.45%) webpack
11 5 (0.38%) MLflow
12 4 (0.30%) Axure RP
12 4 (0.30%) Balsamiq
12 4 (0.30%) ERwin
13 3 (0.23%) Selenium
13 3 (0.23%) SonarQube
13 3 (0.23%) Sonatype Nexus
General
1 578 (43.56%) Finance
2 516 (38.88%) Social Skills
3 390 (29.39%) Analytical Skills
4 204 (15.37%) Marketing
5 185 (13.94%) Banking
6 126 (9.50%) Retail
7 106 (7.99%) Organisational Skills
8 88 (6.63%) Inclusion and Diversity
9 80 (6.03%) Military
10 76 (5.73%) Presentation Skills
11 73 (5.50%) Legal
12 63 (4.75%) Public Sector
13 57 (4.30%) Law
14 44 (3.32%) Front Office
14 44 (3.32%) Manufacturing
15 42 (3.17%) Advertising
15 42 (3.17%) Games
16 29 (2.19%) Publishing
17 24 (1.81%) Influencing Skills
18 22 (1.66%) Billing
Job Titles
1 286 (21.55%) Analyst
2 241 (18.16%) Senior
3 166 (12.51%) Data Analyst
4 116 (8.74%) Lead
5 95 (7.16%) Architect
6 93 (7.01%) Data Engineer
7 88 (6.63%) Developer
8 73 (5.50%) Senior Analyst
9 59 (4.45%) Data Manager
10 55 (4.14%) Solutions Architect
11 51 (3.84%) Data Scientist
12 42 (3.17%) Software Engineer
13 34 (2.56%) Consultant
13 34 (2.56%) Senior Data Analyst
14 29 (2.19%) Senior Developer
15 27 (2.03%) Analytics Manager
16 26 (1.96%) Procurement Analyst
16 26 (1.96%) Senior Data Engineer
17 25 (1.88%) Business Analyst
17 25 (1.88%) Database Engineer
Libraries, Frameworks & Software Standards
1 50 (3.77%) CSS
2 46 (3.47%) HTML
3 40 (3.01%) Kafka
4 37 (2.79%) React
5 25 (1.88%) PySpark
6 21 (1.58%) PyTorch
6 21 (1.58%) TensorFlow
7 20 (1.51%) NumPy
7 20 (1.51%) Pandas
8 19 (1.43%) Node.js
8 19 (1.43%) scikit-learn
9 17 (1.28%) Redux
9 17 (1.28%) Spring Boot
10 15 (1.13%) Spring
11 14 (1.06%) .NET
11 14 (1.06%) ActiveMQ
11 14 (1.06%) JMS
12 12 (0.90%) jQuery
12 12 (0.90%) RESTful
12 12 (0.90%) Vue
Miscellaneous
1 133 (10.02%) Management Information System
2 100 (7.54%) Algorithms
3 93 (7.01%) Social Media
4 73 (5.50%) Product Ownership
5 39 (2.94%) Credit Risk
6 35 (2.64%) Public Cloud
7 33 (2.49%) Fixed Income
8 32 (2.41%) Hedge funds
9 30 (2.26%) Blog
10 26 (1.96%) Derivative
11 25 (1.88%) Cyberattack
11 25 (1.88%) Enterprise Software
12 22 (1.66%) IoT
12 22 (1.66%) Mobile App
13 20 (1.51%) Cloud Native
13 20 (1.51%) Data Structures
13 20 (1.51%) Learning Management System
14 17 (1.28%) Data Centre
14 17 (1.28%) NHS
14 17 (1.28%) Self-Motivation
Operating Systems
1 54 (4.07%) Linux
2 45 (3.39%) Windows
3 14 (1.06%) Windows Vista
4 9 (0.68%) Ubuntu
5 8 (0.60%) Windows Server
6 6 (0.45%) Android
6 6 (0.45%) Apple iOS
7 2 (0.15%) Oracle Linux
7 2 (0.15%) Unix
7 2 (0.15%) Windows 10
7 2 (0.15%) Windows Server 2016
8 1 (0.075%) Debian
8 1 (0.075%) VMS
8 1 (0.075%) zOS
Processes & Methodologies
1 353 (26.60%) Data Analytics
2 326 (24.57%) Business Intelligence
3 325 (24.49%) Problem-Solving
4 321 (24.19%) Visualisation
5 312 (23.51%) Agile
6 212 (15.98%) DevOps
7 206 (15.52%) Data Modelling
8 204 (15.37%) Decision-Making
9 190 (14.32%) Data Management
10 188 (14.17%) Artificial Intelligence
11 186 (14.02%) Data Science
12 182 (13.72%) Data Analysis
13 159 (11.98%) Mentoring
14 157 (11.83%) Machine Learning
15 155 (11.68%) ETL
16 154 (11.61%) Data Pipeline
17 149 (11.23%) Data Visualisation
18 141 (10.63%) Data Integration
19 138 (10.40%) Continuous Improvement
20 128 (9.65%) Mathematics
Programming Languages
1 463 (34.89%) SQL
2 373 (28.11%) Python
3 66 (4.97%) JavaScript
4 44 (3.32%) Java
5 41 (3.09%) R
6 35 (2.64%) Data Analysis Expressions
7 34 (2.56%) C#
7 34 (2.56%) T-SQL
8 30 (2.26%) C++
9 28 (2.11%) PowerShell
10 24 (1.81%) TypeScript
11 14 (1.06%) Bash
12 13 (0.98%) C
13 12 (0.90%) PHP
14 8 (0.60%) Scala
15 7 (0.53%) Bicep
16 6 (0.45%) Ladder Logic
16 6 (0.45%) VBA
17 4 (0.30%) Go
18 3 (0.23%) Apex Code
Qualifications
1 350 (26.38%) Degree
2 171 (12.89%) DBS Check
3 74 (5.58%) Security Cleared
4 64 (4.82%) Master's Degree
5 41 (3.09%) SC Cleared
6 39 (2.94%) PhD
7 38 (2.86%) Computer Science Degree
7 38 (2.86%) Numerate Degree
8 28 (2.11%) DV Cleared
9 17 (1.28%) Azure Certification
10 12 (0.90%) BPSS Clearance
11 10 (0.75%) ACCA
12 9 (0.68%) PMI Certification
12 9 (0.68%) PMP
13 7 (0.53%) Microsoft Certification
14 6 (0.45%) CIMA
14 6 (0.45%) Six Sigma Black Belt
15 5 (0.38%) CSPO
16 4 (0.30%) HND
16 4 (0.30%) SAP Certification
Quality Assurance & Compliance
1 140 (10.55%) Data Quality
2 62 (4.67%) Accessibility
3 31 (2.34%) GDPR
4 30 (2.26%) QA
5 21 (1.58%) Actionable Recommendations
6 11 (0.83%) ISO/IEC 27001
7 10 (0.75%) PCI DSS
8 9 (0.68%) IFRS
8 9 (0.68%) IFRS 9
8 9 (0.68%) WCAG
9 8 (0.60%) Basel III
10 7 (0.53%) Basel II
10 7 (0.53%) Dodd-Frank
11 6 (0.45%) Cyber Essentials
11 6 (0.45%) Def Stans
11 6 (0.45%) GxP
12 4 (0.30%) SOC 2
13 3 (0.23%) California Consumer Privacy Act
13 3 (0.23%) HIPAA
13 3 (0.23%) NIST
System Software
1 37 (2.79%) Docker
2 8 (0.60%) Active Directory
3 7 (0.53%) VMware Infrastructure
4 3 (0.23%) Virtual Machines
5 2 (0.15%) Hyper-V
6 1 (0.075%) BitLocker
6 1 (0.075%) Job Entry Subsystem
6 1 (0.075%) Time Sharing Option
6 1 (0.075%) Virtual Servers
6 1 (0.075%) VMware Workstation
Systems Management
1 62 (4.67%) Terraform
2 54 (4.07%) Kubernetes
3 34 (2.56%) Ansible
4 16 (1.21%) Single Sign-On
5 7 (0.53%) ZABBIX
6 6 (0.45%) Grafana
7 5 (0.38%) Microsoft Intune
7 5 (0.38%) Prometheus
8 3 (0.23%) Systems Management Server (SMS)
9 2 (0.15%) Istio
10 1 (0.075%) Active Directory Federation Services
10 1 (0.075%) Matomo
10 1 (0.075%) SCCM
Vendors
1 252 (18.99%) Microsoft
2 203 (15.30%) Google
3 128 (9.65%) Databricks
4 100 (7.54%) Oracle
5 74 (5.58%) SAP
6 50 (3.77%) Salesforce
7 40 (3.01%) Adobe
8 29 (2.19%) IBM
9 27 (2.03%) TikTok
10 21 (1.58%) BISAM
11 18 (1.36%) Ahrefs
11 18 (1.36%) Instagram
11 18 (1.36%) Screaming Frog
12 17 (1.28%) Facebook
12 17 (1.28%) Pinterest
13 16 (1.21%) VMware
14 14 (1.06%) ServiceNow
15 11 (0.83%) Cisco
15 11 (0.83%) Informatica
15 11 (0.83%) YouTube