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

6 months to
8 Nov 2025
Same period 2024 Same period 2023
Rank 210 235 164
Rank change year-on-year +25 -71 +33
Permanent jobs citing Data Analytics 201 268 460
As % of all permanent jobs with remote/hybrid work options 1.26% 1.35% 2.08%
As % of the Processes & Methodologies category 1.36% 1.53% 2.19%
Number of salaries quoted 117 139 365
10th Percentile £42,650 £41,250 £45,500
25th Percentile £57,500 £54,439 £55,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - +2.21%
75th Percentile £92,500 £81,250 £88,750
90th Percentile £130,000 £101,000 £108,750
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 14,749 17,546 20,993
As % of all permanent jobs with a WFH option 92.38% 88.33% 95.02%
Number of salaries quoted 8,703 10,436 17,007
10th Percentile £29,300 £36,000 £37,000
25th Percentile £40,000 £46,250 £47,000
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,500
90th Percentile £98,000 £100,000 £97,500
UK median annual salary £54,000 £60,000 £60,000
% change year-on-year -10.00% - -

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 8 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 9 (4.48%) SAS
2 4 (1.99%) Apache Spark
3 3 (1.49%) Apache Airflow
3 3 (1.49%) SharePoint
4 2 (1.00%) Apache
5 1 (0.50%) CMS
5 1 (0.50%) Jupyter
Applications
1 38 (18.91%) Microsoft Excel
2 12 (5.97%) Microsoft Office
3 5 (2.49%) Microsoft Project
4 2 (1.00%) Spreadsheet
5 1 (0.50%) Microsoft PowerPoint
Business Applications
1 5 (2.49%) NetSuite
2 4 (1.99%) Salesforce CRM
3 2 (1.00%) Oracle Assets
3 2 (1.00%) Oracle General Ledger
3 2 (1.00%) Oracle Payables
3 2 (1.00%) Oracle Receivables
4 1 (0.50%) Integrated Workplace Management System
4 1 (0.50%) Primavera
4 1 (0.50%) Sparx Enterprise Architect
Cloud Services
1 70 (34.83%) Power Platform
2 49 (24.38%) Azure
3 22 (10.95%) SaaS
4 20 (9.95%) AWS
5 17 (8.46%) Azure Data Factory
6 13 (6.47%) Snowflake
7 12 (5.97%) Azure Synapse Analytics
8 11 (5.47%) GCP
9 8 (3.98%) AWS Lambda
9 8 (3.98%) Serverless
10 6 (2.99%) Amazon S3
10 6 (2.99%) Collibra
10 6 (2.99%) dbt
11 5 (2.49%) AWS CloudFormation
11 5 (2.49%) Microsoft 365
11 5 (2.49%) PaaS
11 5 (2.49%) Power Automate
12 4 (1.99%) Amazon Kinesis
12 4 (1.99%) AWS Step Functions
12 4 (1.99%) Fivetran
Communications & Networking
1 3 (1.49%) Broadband
2 1 (0.50%) Ethernet
2 1 (0.50%) FTP
2 1 (0.50%) Modbus
Database & Business Intelligence
1 68 (33.83%) Power BI
2 30 (14.93%) Tableau
3 20 (9.95%) Data Warehouse
4 15 (7.46%) SQL Server Reporting Services
5 14 (6.97%) SQL Server
6 13 (6.47%) Azure SQL Database
7 10 (4.98%) Looker
8 8 (3.98%) Amazon Redshift
8 8 (3.98%) Data Lake
8 8 (3.98%) Power Query
9 7 (3.48%) Metadata
10 6 (2.99%) Big Data
11 4 (1.99%) Amazon Athena
11 4 (1.99%) SQL Server Integration Services
12 3 (1.49%) BigQuery
12 3 (1.49%) Qlik Sense
13 2 (1.00%) Amazon RDS
13 2 (1.00%) DynamoDB
13 2 (1.00%) MongoDB
13 2 (1.00%) QlikView
Development Applications
1 5 (2.49%) ER Studio
2 3 (1.49%) Git
3 1 (0.50%) Jenkins
3 1 (0.50%) JIRA
3 1 (0.50%) RStudio
3 1 (0.50%) Subversion
3 1 (0.50%) TeamCity
General
1 96 (47.76%) Social Skills
2 79 (39.30%) Finance
3 62 (30.85%) Analytical Skills
4 26 (12.94%) Banking
5 21 (10.45%) Legal
6 20 (9.95%) Inclusion and Diversity
7 19 (9.45%) Law
7 19 (9.45%) Manufacturing
8 18 (8.96%) Retail
9 13 (6.47%) Billing
9 13 (6.47%) Marketing
10 11 (5.47%) Financial Institution
11 10 (4.98%) Influencing Skills
12 9 (4.48%) Public Sector
13 7 (3.48%) Organisational Skills
13 7 (3.48%) Presentation Skills
14 6 (2.99%) Front Office
15 5 (2.49%) Investment Banking
16 4 (1.99%) Pharmaceutical
17 3 (1.49%) Electronics
Job Titles
1 47 (23.38%) Analyst
2 28 (13.93%) Senior
3 17 (8.46%) Architect
4 16 (7.96%) Audit Manager
4 16 (7.96%) Data Analyst
4 16 (7.96%) Data Engineer
5 15 (7.46%) Insight Analyst
6 14 (6.97%) Developer
7 13 (6.47%) Commercial Analyst
8 11 (5.47%) Auditor
8 11 (5.47%) Internal Auditor
8 11 (5.47%) IT Manager
9 10 (4.98%) IT Audit Manager
10 9 (4.48%) Consultant
10 9 (4.48%) Data Manager
10 9 (4.48%) Senior Manager
11 8 (3.98%) Analytics Manager
11 8 (3.98%) Business Intelligence Analyst
11 8 (3.98%) Data Consultant
12 7 (3.48%) Internal Audit Manager
Libraries, Frameworks & Software Standards
1 7 (3.48%) Middleware
2 5 (2.49%) PyXLL
3 4 (1.99%) Kafka
4 3 (1.49%) AngularJS
4 3 (1.49%) RabbitMQ
4 3 (1.49%) React
5 2 (1.00%) CSS
5 2 (1.00%) EDI
5 2 (1.00%) HTML
5 2 (1.00%) Hugging Face
5 2 (1.00%) Node.js
5 2 (1.00%) Nuxt
5 2 (1.00%) Oracle Fusion
5 2 (1.00%) PySpark
5 2 (1.00%) REST
5 2 (1.00%) Vue
6 1 (0.50%) FastAPI
6 1 (0.50%) JSON
6 1 (0.50%) Plotly
6 1 (0.50%) XML
Miscellaneous
1 20 (9.95%) Self-Motivation
2 12 (5.97%) Analytical Mindset
2 12 (5.97%) Management Information System
3 8 (3.98%) Algorithms
3 8 (3.98%) Augmented Reality
4 7 (3.48%) IoT
5 6 (2.99%) Onboarding
6 5 (2.49%) Cloud Native
6 5 (2.49%) Legacy Systems
6 5 (2.49%) Robotics
7 3 (1.49%) Educational Technology
7 3 (1.49%) Virtual Reality
8 2 (1.00%) Cyber Threat
8 2 (1.00%) Data Structures
8 2 (1.00%) Distributed Computing
8 2 (1.00%) Distributed Systems
8 2 (1.00%) Enterprise Software
8 2 (1.00%) Foreign Exchange (FX)
8 2 (1.00%) Smart Home
9 1 (0.50%) Over-the-Top Content
Operating Systems
1 8 (3.98%) Linux
2 7 (3.48%) Unix
2 7 (3.48%) Windows
Processes & Methodologies
1 201 (100.00%) Analytics
2 78 (38.81%) Business Intelligence
3 66 (32.84%) Decision-Making
4 54 (26.87%) AI
5 53 (26.37%) Problem-Solving
6 45 (22.39%) Agile
7 40 (19.90%) Data Analysis
7 40 (19.90%) Visualisation
8 33 (16.42%) Data Management
9 32 (15.92%) Actionable Insight
10 31 (15.42%) DevOps
11 30 (14.93%) Data Governance
11 30 (14.93%) Risk Management
12 28 (13.93%) Data Modelling
13 27 (13.43%) Data-Driven Decision Making
14 26 (12.94%) Roadmaps
15 24 (11.94%) Data Visualisation
15 24 (11.94%) Machine Learning
16 23 (11.44%) ETL
17 20 (9.95%) ERP
Programming Languages
1 75 (37.31%) SQL
2 63 (31.34%) Python
3 20 (9.95%) R
4 19 (9.45%) Data Analysis Expressions
5 11 (5.47%) C++
6 7 (3.48%) Java
7 6 (2.99%) C#
8 4 (1.99%) Fortran
8 4 (1.99%) PL/SQL
9 3 (1.49%) Bash
9 3 (1.49%) C
9 3 (1.49%) Google Apps Script
9 3 (1.49%) MATLAB
9 3 (1.49%) PowerShell
9 3 (1.49%) Scala
9 3 (1.49%) Tcl
10 1 (0.50%) Clojure
10 1 (0.50%) Go
10 1 (0.50%) Groovy
10 1 (0.50%) Julia
Qualifications
1 62 (30.85%) Degree
2 14 (6.97%) Master's Degree
3 13 (6.47%) ACCA
3 13 (6.47%) Security Cleared
4 11 (5.47%) CISA
4 11 (5.47%) SC Cleared
5 8 (3.98%) CISSP
6 7 (3.48%) AWS Certification
6 7 (3.48%) CIMA
7 6 (2.99%) BPSS Clearance
8 4 (1.99%) Microsoft Certification
9 3 (1.49%) Computer Science Degree
9 3 (1.49%) PhD
10 2 (1.00%) AWS Certified Developer
10 2 (1.00%) DBS Check
10 2 (1.00%) SnowPro
11 1 (0.50%) CITP
11 1 (0.50%) DV Cleared
11 1 (0.50%) ISACA
11 1 (0.50%) MBA
Quality Assurance & Compliance
1 36 (17.91%) Data Quality
2 12 (5.97%) ISO/IEC 27001
3 11 (5.47%) IFRS
4 10 (4.98%) GDPR
5 8 (3.98%) Sarbanes-Oxley
6 4 (1.99%) Accessibility
6 4 (1.99%) PMO
7 3 (1.49%) SOC 2
8 2 (1.00%) HIPAA
8 2 (1.00%) PCI DSS
9 1 (0.50%) Actionable Recommendations
9 1 (0.50%) GRC
9 1 (0.50%) MiFID
9 1 (0.50%) NCSC
9 1 (0.50%) NIST
9 1 (0.50%) NIST 800
System Software
1 4 (1.99%) Docker
2 2 (1.00%) Firmware
3 1 (0.50%) Slurm Workload Manager
Systems Management
1 6 (2.99%) Kubernetes
1 6 (2.99%) Terraform
2 1 (0.50%) Ganglia
2 1 (0.50%) Nessus
2 1 (0.50%) RSA Archer
2 1 (0.50%) Single Sign-On
Vendors
1 41 (20.40%) Microsoft
2 18 (8.96%) Google
3 14 (6.97%) Databricks
4 11 (5.47%) Oracle
4 11 (5.47%) Salesforce
5 9 (4.48%) SAP
6 7 (3.48%) Alteryx
7 3 (1.49%) Informatica
7 3 (1.49%) Talend
7 3 (1.49%) Teradata
8 2 (1.00%) Cloudera
8 2 (1.00%) IBM
8 2 (1.00%) OpenAI
8 2 (1.00%) ServiceNow
9 1 (0.50%) BiZZdesign
9 1 (0.50%) DataRobot
9 1 (0.50%) dotdigital
9 1 (0.50%) Planon
9 1 (0.50%) Sparx
9 1 (0.50%) TikTok