Hybrid/Remote Data Analytics Job Trends

Data Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 24 October 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Oct 2025
Same period 2024 Same period 2023
Rank 227 242 177
Rank change year-on-year +15 -65 +22
Permanent jobs citing Data Analytics 195 269 450
As % of all permanent jobs with remote/hybrid work options 1.19% 1.33% 1.96%
As % of the Processes & Methodologies category 1.27% 1.51% 2.06%
Number of salaries quoted 122 140 368
10th Percentile £42,975 £41,250 £42,851
25th Percentile £57,500 £54,439 £54,688
Median annual salary (50th Percentile) £70,000 £70,000 £72,500
Median % change year-on-year - -3.45% +3.57%
75th Percentile £90,000 £82,500 £88,750
90th Percentile £129,250 £103,875 £107,500
UK median annual salary £61,500 £65,000 £65,000
% change year-on-year -5.38% - -6.23%

All Process and Methodology Skills
Work from Home

Data 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 15,305 17,765 21,873
As % of all permanent jobs with a WFH option 93.62% 88.05% 95.14%
Number of salaries quoted 8,409 10,685 17,722
10th Percentile £29,750 £36,000 £37,500
25th Percentile £40,000 £46,250 £47,500
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £81,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £54,625 £60,000 £60,000
% change year-on-year -8.96% - -

Data Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Analytics job vacancy trend for remote/hybrid jobs

Data Analytics
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics.

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics

Data Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analytics over the 6 months to 24 October 2025.

Data Analytics salary histogram for jobs with remote/hybrid work options

Data 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 9 (4.62%) SAS
2 4 (2.05%) Apache Spark
3 3 (1.54%) Apache Airflow
3 3 (1.54%) SharePoint
4 2 (1.03%) Apache
5 1 (0.51%) CMS
5 1 (0.51%) Jupyter
Applications
1 27 (13.85%) Microsoft Excel
2 13 (6.67%) Microsoft Office
3 6 (3.08%) Microsoft Project
4 2 (1.03%) Microsoft PowerPoint
4 2 (1.03%) Spreadsheet
Business Applications
1 4 (2.05%) Salesforce CRM
2 3 (1.54%) NetSuite
3 1 (0.51%) Integrated Workplace Management System
3 1 (0.51%) Oracle Assets
3 1 (0.51%) Oracle General Ledger
3 1 (0.51%) Oracle Payables
3 1 (0.51%) Oracle Receivables
3 1 (0.51%) Primavera
3 1 (0.51%) Sparx Enterprise Architect
Cloud Services
1 61 (31.28%) Power Platform
2 39 (20.00%) Azure
3 20 (10.26%) SaaS
4 19 (9.74%) AWS
5 12 (6.15%) Snowflake
6 11 (5.64%) GCP
7 8 (4.10%) AWS Lambda
7 8 (4.10%) Serverless
8 6 (3.08%) Amazon S3
8 6 (3.08%) dbt
9 5 (2.56%) AWS CloudFormation
9 5 (2.56%) Collibra
9 5 (2.56%) Microsoft 365
9 5 (2.56%) PaaS
9 5 (2.56%) Power Automate
10 4 (2.05%) Amazon Kinesis
10 4 (2.05%) AWS Step Functions
10 4 (2.05%) Azure Data Factory
10 4 (2.05%) Fivetran
11 3 (1.54%) iPaaS
Communications & Networking
1 2 (1.03%) Broadband
2 1 (0.51%) Ethernet
2 1 (0.51%) FTP
2 1 (0.51%) Modbus
Database & Business Intelligence
1 59 (30.26%) Power BI
2 32 (16.41%) Tableau
3 19 (9.74%) Data Warehouse
4 10 (5.13%) Looker
5 9 (4.62%) Amazon Redshift
5 9 (4.62%) Data Lake
6 8 (4.10%) Metadata
6 8 (4.10%) Power Query
7 6 (3.08%) Big Data
7 6 (3.08%) MongoDB
8 4 (2.05%) Amazon Athena
8 4 (2.05%) Qlik Sense
8 4 (2.05%) SQL Server Integration Services
9 3 (1.54%) BigQuery
9 3 (1.54%) SQL Server Reporting Services
10 2 (1.03%) Amazon RDS
10 2 (1.03%) DynamoDB
10 2 (1.03%) Hadoop
10 2 (1.03%) QlikView
11 1 (0.51%) SQL Server
Development Applications
1 5 (2.56%) ER Studio
2 4 (2.05%) Git
3 3 (1.54%) JIRA
4 2 (1.03%) Subversion
5 1 (0.51%) RStudio
General
1 86 (44.10%) Social Skills
2 66 (33.85%) Finance
3 54 (27.69%) Analytical Skills
4 27 (13.85%) Banking
5 24 (12.31%) Inclusion and Diversity
6 22 (11.28%) Legal
7 20 (10.26%) Law
8 18 (9.23%) Manufacturing
8 18 (9.23%) Retail
9 13 (6.67%) Marketing
10 12 (6.15%) Financial Institution
10 12 (6.15%) Influencing Skills
11 11 (5.64%) Public Sector
12 6 (3.08%) Front Office
12 6 (3.08%) Organisational Skills
12 6 (3.08%) Presentation Skills
13 5 (2.56%) Investment Banking
14 4 (2.05%) Pharmaceutical
15 3 (1.54%) Electronics
15 3 (1.54%) Publishing
Job Titles
1 38 (19.49%) Analyst
2 29 (14.87%) Senior
3 19 (9.74%) Architect
3 19 (9.74%) Data Analyst
4 14 (7.18%) Audit Manager
4 14 (7.18%) Data Engineer
5 13 (6.67%) Developer
6 11 (5.64%) Auditor
6 11 (5.64%) Internal Auditor
7 10 (5.13%) Data Manager
7 10 (5.13%) IT Manager
8 9 (4.62%) Analytics Manager
8 9 (4.62%) Consultant
8 9 (4.62%) IT Audit Manager
8 9 (4.62%) Lead
9 8 (4.10%) Business Intelligence Analyst
9 8 (4.10%) Data Consultant
9 8 (4.10%) Senior Manager
10 7 (3.59%) Business Analyst
10 7 (3.59%) IT Auditor
Libraries, Frameworks & Software Standards
1 8 (4.10%) Kafka
2 7 (3.59%) Middleware
3 5 (2.56%) PyXLL
4 3 (1.54%) AngularJS
4 3 (1.54%) EDI
4 3 (1.54%) RabbitMQ
4 3 (1.54%) React
5 2 (1.03%) CSS
5 2 (1.03%) HTML
5 2 (1.03%) Hugging Face
5 2 (1.03%) Node.js
5 2 (1.03%) Nuxt
5 2 (1.03%) PySpark
5 2 (1.03%) REST
5 2 (1.03%) Vue
5 2 (1.03%) XML
6 1 (0.51%) FastAPI
6 1 (0.51%) NumPy
6 1 (0.51%) Pandas
6 1 (0.51%) Plotly
Miscellaneous
1 14 (7.18%) Management Information System
2 8 (4.10%) Algorithms
2 8 (4.10%) Augmented Reality
3 7 (3.59%) IoT
4 6 (3.08%) Legacy Systems
4 6 (3.08%) Onboarding
5 5 (2.56%) Cloud Native
5 5 (2.56%) Robotics
5 5 (2.56%) Self-Motivation
6 3 (1.54%) Data Structures
6 3 (1.54%) Distributed Computing
6 3 (1.54%) Educational Technology
6 3 (1.54%) Product Ownership
6 3 (1.54%) Smart City
6 3 (1.54%) Virtual Reality
7 2 (1.03%) Cyber Threat
7 2 (1.03%) Distributed Systems
7 2 (1.03%) Enterprise Software
7 2 (1.03%) Smart Home
7 2 (1.03%) Virtual Team
Operating Systems
1 8 (4.10%) Linux
2 7 (3.59%) Unix
2 7 (3.59%) Windows
Processes & Methodologies
1 195 (100.00%) Analytics
2 69 (35.38%) Business Intelligence
3 58 (29.74%) AI
3 58 (29.74%) Decision-Making
4 48 (24.62%) Agile
5 40 (20.51%) Problem-Solving
6 35 (17.95%) Data Management
7 32 (16.41%) Data Governance
7 32 (16.41%) Data Modelling
7 32 (16.41%) Visualisation
8 31 (15.90%) DevOps
9 30 (15.38%) Data Analysis
9 30 (15.38%) Risk Management
9 30 (15.38%) Roadmaps
10 29 (14.87%) Data-Driven Decision Making
11 26 (13.33%) Data Visualisation
12 24 (12.31%) Machine Learning
13 23 (11.79%) Actionable Insight
13 23 (11.79%) Cybersecurity
13 23 (11.79%) Fintech
Programming Languages
1 65 (33.33%) Python
2 64 (32.82%) SQL
3 22 (11.28%) R
4 11 (5.64%) C++
5 7 (3.59%) Data Analysis Expressions
5 7 (3.59%) Java
6 6 (3.08%) C#
7 4 (2.05%) Fortran
7 4 (2.05%) PL/SQL
8 3 (1.54%) Bash
8 3 (1.54%) C
8 3 (1.54%) Google Apps Script
8 3 (1.54%) MATLAB
8 3 (1.54%) PowerShell
8 3 (1.54%) Tcl
9 2 (1.03%) JavaScript
9 2 (1.03%) Julia
9 2 (1.03%) Scala
9 2 (1.03%) VBA
10 1 (0.51%) PHP
Qualifications
1 47 (24.10%) Degree
2 16 (8.21%) Security Cleared
3 14 (7.18%) SC Cleared
4 13 (6.67%) ACCA
5 12 (6.15%) Master's Degree
6 11 (5.64%) CISA
7 9 (4.62%) CISSP
8 7 (3.59%) CIMA
9 6 (3.08%) AWS Certification
9 6 (3.08%) BPSS Clearance
10 5 (2.56%) Microsoft Certification
11 3 (1.54%) DBS Check
11 3 (1.54%) PhD
12 2 (1.03%) AWS Certified Developer
12 2 (1.03%) CITP
12 2 (1.03%) SnowPro
13 1 (0.51%) Computer Science Degree
13 1 (0.51%) MBA
13 1 (0.51%) PMI Certification
13 1 (0.51%) PMP
Quality Assurance & Compliance
1 27 (13.85%) Data Quality
2 12 (6.15%) ISO/IEC 27001
3 10 (5.13%) GDPR
4 8 (4.10%) IFRS
5 7 (3.59%) Sarbanes-Oxley
6 4 (2.05%) Accessibility
6 4 (2.05%) PMO
7 3 (1.54%) SOC 2
8 2 (1.03%) Actionable Recommendations
8 2 (1.03%) Def Stans
8 2 (1.03%) HIPAA
8 2 (1.03%) PCI DSS
8 2 (1.03%) QA
9 1 (0.51%) GRC
9 1 (0.51%) MiFID
9 1 (0.51%) NIST
9 1 (0.51%) NIST 800
System Software
1 3 (1.54%) Docker
2 2 (1.03%) Firmware
2 2 (1.03%) VMware Infrastructure
Systems Management
1 6 (3.08%) Terraform
2 5 (2.56%) Kubernetes
3 1 (0.51%) Nessus
3 1 (0.51%) RSA Archer
3 1 (0.51%) Single Sign-On
Vendors
1 42 (21.54%) Microsoft
2 18 (9.23%) Google
3 13 (6.67%) Databricks
4 10 (5.13%) Oracle
4 10 (5.13%) Salesforce
5 9 (4.62%) SAP
6 6 (3.08%) Alteryx
7 5 (2.56%) VMware
8 3 (1.54%) Talend
8 3 (1.54%) Teradata
9 2 (1.03%) Cloudera
9 2 (1.03%) Informatica
9 2 (1.03%) OpenAI
9 2 (1.03%) ServiceNow
10 1 (0.51%) BiZZdesign
10 1 (0.51%) DataRobot
10 1 (0.51%) dotdigital
10 1 (0.51%) Planon
10 1 (0.51%) Sparx
10 1 (0.51%) TikTok