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

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 23 28 22
Rank change year-on-year +5 -6 +15
Permanent jobs citing Analytics 1,333 2,432 4,133
As % of all permanent jobs with a WFH option 8.91% 7.19% 9.67%
As % of the Processes & Methodologies category 9.57% 7.84% 10.06%
Number of salaries quoted 760 1,549 2,176
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 £83,750 £82,500 £89,852
90th Percentile £102,500 £108,620 £117,500
UK median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -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 13,930 31,014 41,082
As % of all permanent jobs with a WFH option 93.15% 91.65% 96.09%
Number of salaries quoted 9,709 23,583 28,561
10th Percentile £30,000 £33,930 £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 1 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 (5.63%) Oracle Application Server
2 65 (4.88%) CMS
3 33 (2.48%) SharePoint
4 28 (2.10%) WordPress
5 26 (1.95%) Apache Spark
6 21 (1.58%) Apache Airflow
6 21 (1.58%) SAS
6 21 (1.58%) Umbraco
7 16 (1.20%) 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
1 167 (12.53%) Microsoft Excel
2 50 (3.75%) Microsoft PowerPoint
3 41 (3.08%) Microsoft Office
4 18 (1.35%) 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 3 (0.23%) Spreadsheet
10 2 (0.15%) Adobe Creative Suite
10 2 (0.15%) InDesign
10 2 (0.15%) Notion
10 2 (0.15%) Sketch
11 1 (0.075%) Simulink
11 1 (0.075%) SPSS
Business Applications
1 24 (1.80%) Aladdin
2 23 (1.73%) 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 3 (0.23%) Oracle Retail
8 2 (0.15%) Dynamics GP
8 2 (0.15%) ResourceLink
8 2 (0.15%) SAP FI
9 1 (0.075%) Oracle SCM
9 1 (0.075%) Raiser’s Edge
9 1 (0.075%) SAP MM
9 1 (0.075%) SAP S/4HANA
Cloud Services
1 290 (21.76%) Azure
2 261 (19.58%) Power Platform
3 202 (15.15%) AWS
4 146 (10.95%) Google Analytics
5 118 (8.85%) GCP
6 59 (4.43%) SaaS
7 57 (4.28%) Azure Data Factory
8 53 (3.98%) Snowflake
9 51 (3.83%) Google Ads
10 47 (3.53%) Serverless
11 46 (3.45%) Azure Synapse Analytics
12 43 (3.23%) Amazon S3
13 37 (2.78%) AWS Lambda
13 37 (2.78%) PaaS
14 34 (2.55%) Microsoft 365
15 32 (2.40%) Google Tag Manager
16 31 (2.33%) GitHub
17 29 (2.18%) Amazon EC2
18 27 (2.03%) Azure DevOps
19 25 (1.88%) dbt
Communications & Networking
1 11 (0.83%) 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
1 259 (19.43%) Power BI
2 200 (15.00%) Data Warehouse
3 160 (12.00%) Tableau
4 86 (6.45%) Big Data
5 79 (5.93%) Enterprise Data Warehouse
6 78 (5.85%) Oracle Reports
7 77 (5.78%) Data Lake
8 63 (4.73%) SQL Server
9 49 (3.68%) SQL Server Integration Services
10 39 (2.93%) SQL Server Reporting Services
11 38 (2.85%) NoSQL
12 31 (2.33%) BigQuery
13 28 (2.10%) Azure SQL Database
13 28 (2.10%) PostgreSQL
14 26 (1.95%) Amazon Athena
15 25 (1.88%) Relational Database
16 20 (1.50%) Looker
17 19 (1.43%) Metadata
18 16 (1.20%) Amazon Redshift
19 15 (1.13%) Power Query
Development Applications
1 97 (7.28%) Git
2 47 (3.53%) Jenkins
3 29 (2.18%) JIRA
4 21 (1.58%) GitLab
5 17 (1.28%) JUnit
5 17 (1.28%) Maven
6 16 (1.20%) SQL Server Management Studio (SSMS)
7 14 (1.05%) Cucumber
7 14 (1.05%) IntelliJ
7 14 (1.05%) Mockito
8 8 (0.60%) Bazaar
9 7 (0.53%) Visual Studio
10 6 (0.45%) webpack
11 5 (0.38%) ERwin
11 5 (0.38%) MLflow
12 4 (0.30%) Axure RP
12 4 (0.30%) Balsamiq
13 3 (0.23%) Selenium
13 3 (0.23%) SonarQube
13 3 (0.23%) Sonatype Nexus
General
1 579 (43.44%) Finance
2 512 (38.41%) Social Skills
3 391 (29.33%) Analytical Skills
4 205 (15.38%) Marketing
5 185 (13.88%) Banking
6 132 (9.90%) Retail
7 105 (7.88%) Organisational Skills
8 88 (6.60%) Inclusion and Diversity
9 80 (6.00%) Military
10 76 (5.70%) Presentation Skills
11 74 (5.55%) Legal
12 64 (4.80%) Public Sector
13 58 (4.35%) Law
14 46 (3.45%) Front Office
15 44 (3.30%) Manufacturing
16 41 (3.08%) Advertising
16 41 (3.08%) Games
17 28 (2.10%) Publishing
18 25 (1.88%) Influencing Skills
19 22 (1.65%) Billing
Job Titles
1 287 (21.53%) Analyst
2 240 (18.00%) Senior
3 165 (12.38%) Data Analyst
4 117 (8.78%) Lead
5 95 (7.13%) Architect
6 94 (7.05%) Data Engineer
7 89 (6.68%) Developer
8 72 (5.40%) Senior Analyst
9 59 (4.43%) Data Manager
10 54 (4.05%) Solutions Architect
11 52 (3.90%) Data Scientist
12 45 (3.38%) Software Engineer
13 34 (2.55%) Consultant
14 33 (2.48%) Senior Data Analyst
15 30 (2.25%) Senior Developer
16 27 (2.03%) Analytics Manager
16 27 (2.03%) Senior Data Engineer
17 26 (1.95%) Procurement Analyst
18 25 (1.88%) Data Architect
18 25 (1.88%) Database Engineer
Libraries, Frameworks & Software Standards
1 51 (3.83%) CSS
2 47 (3.53%) HTML
3 41 (3.08%) Kafka
4 37 (2.78%) React
5 25 (1.88%) PySpark
6 21 (1.58%) PyTorch
6 21 (1.58%) TensorFlow
7 20 (1.50%) NumPy
7 20 (1.50%) 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 (1.05%) .NET
11 14 (1.05%) ActiveMQ
11 14 (1.05%) JMS
12 12 (0.90%) jQuery
12 12 (0.90%) RESTful
12 12 (0.90%) Vue
Miscellaneous
1 133 (9.98%) Management Information System
2 99 (7.43%) Algorithms
3 93 (6.98%) Social Media
4 73 (5.48%) Product Ownership
5 39 (2.93%) Credit Risk
6 35 (2.63%) Public Cloud
7 33 (2.48%) Fixed Income
8 32 (2.40%) Hedge funds
9 30 (2.25%) Blog
10 26 (1.95%) Derivative
11 25 (1.88%) Cyberattack
11 25 (1.88%) Enterprise Software
12 22 (1.65%) Cloud Native
12 22 (1.65%) IoT
13 21 (1.58%) Data Structures
13 21 (1.58%) Mobile App
14 20 (1.50%) Learning Management System
15 17 (1.28%) Data Centre
15 17 (1.28%) NHS
15 17 (1.28%) Self-Motivation
Operating Systems
1 54 (4.05%) Linux
2 45 (3.38%) Windows
3 14 (1.05%) Windows Vista
4 9 (0.68%) Ubuntu
5 8 (0.60%) Windows Server
6 7 (0.53%) Android
6 7 (0.53%) 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
1 350 (26.26%) Data Analytics
2 327 (24.53%) Business Intelligence
3 326 (24.46%) Problem-Solving
4 320 (24.01%) Visualisation
5 314 (23.56%) Agile
6 213 (15.98%) DevOps
7 209 (15.68%) Data Modelling
8 205 (15.38%) Decision-Making
9 191 (14.33%) Data Management
10 187 (14.03%) Artificial Intelligence
10 187 (14.03%) Data Science
11 182 (13.65%) Data Analysis
12 160 (12.00%) Machine Learning
13 158 (11.85%) Mentoring
14 157 (11.78%) Data Pipeline
14 157 (11.78%) ETL
15 148 (11.10%) Data Visualisation
16 141 (10.58%) Data Integration
17 136 (10.20%) Continuous Improvement
18 128 (9.60%) Mathematics
Programming Languages
1 468 (35.11%) SQL
2 376 (28.21%) Python
3 66 (4.95%) JavaScript
4 46 (3.45%) Java
5 40 (3.00%) R
6 35 (2.63%) Data Analysis Expressions
7 34 (2.55%) C#
7 34 (2.55%) T-SQL
8 30 (2.25%) C++
9 28 (2.10%) PowerShell
10 24 (1.80%) TypeScript
11 14 (1.05%) 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 5 (0.38%) Go
18 4 (0.30%) Ruby
Qualifications
1 351 (26.33%) Degree
2 173 (12.98%) DBS Check
3 74 (5.55%) Security Cleared
4 65 (4.88%) Master's Degree
5 41 (3.08%) SC Cleared
6 40 (3.00%) Computer Science Degree
7 39 (2.93%) PhD
8 38 (2.85%) Numerate Degree
9 28 (2.10%) DV Cleared
10 19 (1.43%) Azure Certification
11 12 (0.90%) BPSS Clearance
12 10 (0.75%) ACCA
13 9 (0.68%) PMI Certification
13 9 (0.68%) PMP
14 7 (0.53%) Microsoft Certification
15 6 (0.45%) CIMA
15 6 (0.45%) Six Sigma Black Belt
16 5 (0.38%) CSPO
17 4 (0.30%) AAT
17 4 (0.30%) SAP Certification
Quality Assurance & Compliance
1 141 (10.58%) Data Quality
2 63 (4.73%) Accessibility
3 32 (2.40%) GDPR
4 30 (2.25%) QA
5 19 (1.43%) 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
9 8 (0.60%) Basel III
9 8 (0.60%) WCAG
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 (2.78%) 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 (4.65%) Terraform
2 55 (4.13%) Kubernetes
3 34 (2.55%) Ansible
4 16 (1.20%) 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
1 255 (19.13%) Microsoft
2 202 (15.15%) Google
3 130 (9.75%) Databricks
4 101 (7.58%) Oracle
5 74 (5.55%) SAP
6 50 (3.75%) Salesforce
7 40 (3.00%) Adobe
8 29 (2.18%) IBM
8 29 (2.18%) TikTok
9 21 (1.58%) BISAM
10 19 (1.43%) Pinterest
11 17 (1.28%) Instagram
11 17 (1.28%) Screaming Frog
12 16 (1.20%) Facebook
12 16 (1.20%) VMware
13 15 (1.13%) Ahrefs
14 14 (1.05%) ServiceNow
15 11 (0.83%) Informatica
16 10 (0.75%) Cisco
16 10 (0.75%) YouTube