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 November 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Nov 2025
Same period 2024 Same period 2023
Rank 181 206 167
Rank change year-on-year +25 -39 +36
Permanent jobs citing Data Analytics 203 308 433
As % of all permanent jobs with remote/hybrid work options 1.34% 1.54% 2.03%
As % of the Processes & Methodologies category 1.47% 1.71% 2.14%
Number of salaries quoted 125 170 344
10th Percentile £49,100 £45,000 £45,375
25th Percentile £58,750 £53,750 £55,000
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% +3.70%
75th Percentile £95,000 £81,875 £87,500
90th Percentile £130,000 £100,425 £108,375
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - -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 13,778 17,960 20,216
As % of all permanent jobs with a WFH option 91.08% 89.59% 94.98%
Number of salaries quoted 8,677 10,839 16,359
10th Percentile £29,250 £36,250 £36,500
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,070
90th Percentile £97,500 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

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 November 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 8 (3.94%) SAS
2 4 (1.97%) Apache Airflow
3 3 (1.48%) Apache
3 3 (1.48%) Apache Spark
3 3 (1.48%) CMS
3 3 (1.48%) SharePoint
4 2 (0.99%) Confluence
5 1 (0.49%) Jupyter
Applications
1 36 (17.73%) Microsoft Excel
2 11 (5.42%) Microsoft Office
3 4 (1.97%) Microsoft Project
4 2 (0.99%) Spreadsheet
5 1 (0.49%) Notion
Business Applications
1 5 (2.46%) NetSuite
2 3 (1.48%) Salesforce CRM
3 2 (0.99%) Oracle Assets
3 2 (0.99%) Oracle General Ledger
3 2 (0.99%) Oracle Payables
3 2 (0.99%) Oracle Receivables
4 1 (0.49%) Integrated Workplace Management System
4 1 (0.49%) Primavera
4 1 (0.49%) Sparx Enterprise Architect
Cloud Services
1 66 (32.51%) Power Platform
2 47 (23.15%) Azure
3 22 (10.84%) SaaS
4 20 (9.85%) AWS
5 16 (7.88%) Azure Data Factory
6 13 (6.40%) Snowflake
7 12 (5.91%) Azure Synapse Analytics
8 11 (5.42%) GCP
9 8 (3.94%) AWS Lambda
9 8 (3.94%) Serverless
10 7 (3.45%) dbt
11 6 (2.96%) Amazon S3
11 6 (2.96%) Collibra
12 5 (2.46%) Microsoft 365
12 5 (2.46%) PaaS
12 5 (2.46%) Power Automate
13 4 (1.97%) Amazon Kinesis
13 4 (1.97%) AWS CloudFormation
13 4 (1.97%) AWS Step Functions
13 4 (1.97%) Fivetran
Communications & Networking
1 6 (2.96%) CHAP
2 4 (1.97%) Broadband
3 1 (0.49%) Ethernet
3 1 (0.49%) FTP
3 1 (0.49%) Modbus
Database & Business Intelligence
1 64 (31.53%) Power BI
2 29 (14.29%) Tableau
3 20 (9.85%) Data Warehouse
4 14 (6.90%) SQL Server
4 14 (6.90%) SQL Server Reporting Services
5 13 (6.40%) Azure SQL Database
6 10 (4.93%) Looker
7 8 (3.94%) Power Query
8 7 (3.45%) Data Lake
9 6 (2.96%) Amazon Redshift
9 6 (2.96%) Metadata
10 5 (2.46%) Amazon Athena
10 5 (2.46%) Big Data
11 4 (1.97%) BigQuery
12 3 (1.48%) Amazon RDS
12 3 (1.48%) SQL Server Integration Services
13 2 (0.99%) Data Mining
13 2 (0.99%) DynamoDB
13 2 (0.99%) MongoDB
13 2 (0.99%) QlikView
Development Applications
1 4 (1.97%) ER Studio
2 2 (0.99%) Git
3 1 (0.49%) Jenkins
3 1 (0.49%) JIRA
3 1 (0.49%) RStudio
3 1 (0.49%) TeamCity
General
1 97 (47.78%) Social Skills
2 82 (40.39%) Finance
3 60 (29.56%) Analytical Skills
4 29 (14.29%) Banking
5 19 (9.36%) Manufacturing
6 18 (8.87%) Legal
7 17 (8.37%) Law
7 17 (8.37%) Marketing
7 17 (8.37%) Retail
8 15 (7.39%) Financial Institution
8 15 (7.39%) Inclusion and Diversity
9 13 (6.40%) Billing
10 8 (3.94%) Influencing Skills
10 8 (3.94%) Public Sector
11 7 (3.45%) Organisational Skills
11 7 (3.45%) Presentation Skills
12 6 (2.96%) Front Office
13 4 (1.97%) Investment Banking
13 4 (1.97%) Pharmaceutical
14 3 (1.48%) Local Government
Job Titles
1 46 (22.66%) Analyst
2 28 (13.79%) Senior
3 18 (8.87%) Data Engineer
4 17 (8.37%) Auditor
4 17 (8.37%) Internal Auditor
5 16 (7.88%) Audit Manager
5 16 (7.88%) Data Analyst
6 15 (7.39%) Architect
6 15 (7.39%) Insight Analyst
7 14 (6.90%) Developer
8 13 (6.40%) Commercial Analyst
9 11 (5.42%) Analytics Manager
9 11 (5.42%) Data Manager
9 11 (5.42%) IT Manager
10 10 (4.93%) IT Audit Manager
11 9 (4.43%) Consultant
11 9 (4.43%) Senior Manager
12 8 (3.94%) Business Intelligence Analyst
12 8 (3.94%) Data Analytics Manager
12 8 (3.94%) Data Consultant
Libraries, Frameworks & Software Standards
1 7 (3.45%) Middleware
2 5 (2.46%) PyXLL
3 3 (1.48%) AngularJS
3 3 (1.48%) Kafka
3 3 (1.48%) RabbitMQ
3 3 (1.48%) React
4 2 (0.99%) CSS
4 2 (0.99%) HTML
4 2 (0.99%) Hugging Face
4 2 (0.99%) Node.js
4 2 (0.99%) Nuxt
4 2 (0.99%) Oracle Fusion
4 2 (0.99%) PySpark
4 2 (0.99%) REST
4 2 (0.99%) Vue
5 1 (0.49%) EDI
5 1 (0.49%) FastAPI
5 1 (0.49%) JSON
5 1 (0.49%) Plotly
5 1 (0.49%) XML
Miscellaneous
1 20 (9.85%) Self-Motivation
2 16 (7.88%) Management Information System
3 12 (5.91%) Analytical Mindset
4 8 (3.94%) Algorithms
4 8 (3.94%) Augmented Reality
5 7 (3.45%) IoT
6 6 (2.96%) Onboarding
7 4 (1.97%) Cloud Native
7 4 (1.97%) Legacy Systems
7 4 (1.97%) Robotics
8 3 (1.48%) Blockchain
8 3 (1.48%) Educational Technology
8 3 (1.48%) Virtual Reality
9 2 (0.99%) Distributed Computing
9 2 (0.99%) Distributed Systems
9 2 (0.99%) Enterprise Software
9 2 (0.99%) Foreign Exchange (FX)
9 2 (0.99%) Product Ownership
9 2 (0.99%) Smart Home
10 1 (0.49%) EPoS
Operating Systems
1 8 (3.94%) Linux
2 7 (3.45%) Unix
2 7 (3.45%) Windows
Processes & Methodologies
1 203 (100.00%) Analytics
2 74 (36.45%) Business Intelligence
3 60 (29.56%) Decision-Making
4 56 (27.59%) Problem-Solving
5 53 (26.11%) Agile
6 51 (25.12%) AI
7 40 (19.70%) Data Analysis
8 39 (19.21%) Visualisation
9 33 (16.26%) Risk Management
10 32 (15.76%) Actionable Insight
11 31 (15.27%) Data Governance
11 31 (15.27%) Data Management
12 30 (14.78%) DevOps
13 25 (12.32%) Data Modelling
14 24 (11.82%) Data-Driven Decision Making
14 24 (11.82%) Roadmaps
15 23 (11.33%) Data Visualisation
15 23 (11.33%) ETL
15 23 (11.33%) Project Management
16 22 (10.84%) Machine Learning
Programming Languages
1 72 (35.47%) SQL
2 61 (30.05%) Python
3 18 (8.87%) Data Analysis Expressions
4 17 (8.37%) R
5 11 (5.42%) C++
6 6 (2.96%) C#
6 6 (2.96%) Java
7 4 (1.97%) Fortran
7 4 (1.97%) PL/SQL
8 3 (1.48%) C
8 3 (1.48%) Google Apps Script
8 3 (1.48%) MATLAB
8 3 (1.48%) Tcl
9 2 (0.99%) Bash
9 2 (0.99%) JavaScript
9 2 (0.99%) PowerShell
9 2 (0.99%) Scala
10 1 (0.49%) Groovy
10 1 (0.49%) PHP
10 1 (0.49%) Ruby
Qualifications
1 60 (29.56%) Degree
2 17 (8.37%) CISA
3 14 (6.90%) CISSP
3 14 (6.90%) Master's Degree
4 13 (6.40%) ACCA
4 13 (6.40%) Security Cleared
5 11 (5.42%) SC Cleared
6 7 (3.45%) AWS Certification
6 7 (3.45%) CIMA
7 6 (2.96%) BPSS Clearance
7 6 (2.96%) CGEIT
7 6 (2.96%) CISM
7 6 (2.96%) FFIEC
7 6 (2.96%) SANS
8 3 (1.48%) Computer Science Degree
8 3 (1.48%) PhD
9 2 (0.99%) AWS Certified Developer
9 2 (0.99%) DBS Check
9 2 (0.99%) Microsoft Certification
9 2 (0.99%) SnowPro
Quality Assurance & Compliance
1 34 (16.75%) Data Quality
2 14 (6.90%) GDPR
3 12 (5.91%) ISO/IEC 27001
4 11 (5.42%) IFRS
5 8 (3.94%) Sarbanes-Oxley
6 7 (3.45%) NIST
7 6 (2.96%) COBIT
8 5 (2.46%) Accessibility
9 4 (1.97%) PMO
10 3 (1.48%) SOC 2
11 2 (0.99%) PCI DSS
12 1 (0.49%) Actionable Recommendations
12 1 (0.49%) GRC
12 1 (0.49%) HIPAA
12 1 (0.49%) MiFID
12 1 (0.49%) NCSC
12 1 (0.49%) NIST 800
12 1 (0.49%) WCAG
System Software
1 5 (2.46%) Docker
2 2 (0.99%) Firmware
3 1 (0.49%) Slurm Workload Manager
Systems Management
1 6 (2.96%) Kubernetes
1 6 (2.96%) Terraform
2 1 (0.49%) Ganglia
2 1 (0.49%) RSA Archer
2 1 (0.49%) Single Sign-On
Vendors
1 37 (18.23%) Microsoft
2 18 (8.87%) Google
3 13 (6.40%) Databricks
4 11 (5.42%) Oracle
5 10 (4.93%) Salesforce
6 8 (3.94%) SAP
7 7 (3.45%) Alteryx
8 3 (1.48%) Teradata
9 2 (0.99%) Cloudera
9 2 (0.99%) IBM
9 2 (0.99%) Informatica
9 2 (0.99%) OpenAI
9 2 (0.99%) ServiceNow
9 2 (0.99%) Talend
10 1 (0.49%) BiZZdesign
10 1 (0.49%) DataRobot
10 1 (0.49%) dotdigital
10 1 (0.49%) Sparx
10 1 (0.49%) Spotify
10 1 (0.49%) TikTok