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

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 183 209 168
Rank change year-on-year +26 -41 +36
Permanent jobs citing Data Analytics 205 286 449
As % of all permanent jobs with remote/hybrid work options 1.35% 1.46% 2.07%
As % of the Processes & Methodologies category 1.47% 1.65% 2.18%
Number of salaries quoted 123 149 355
10th Percentile £45,700 £43,750 £46,250
25th Percentile £57,500 £54,439 £55,000
Median annual salary (50th Percentile) £70,000 £67,500 £70,000
Median % change year-on-year +3.70% -3.57% +2.21%
75th Percentile £91,250 £82,958 £87,500
90th Percentile £130,000 £104,399 £108,750
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - -7.14%

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 13,910 17,357 20,597
As % of all permanent jobs with a WFH option 91.63% 88.77% 95.01%
Number of salaries quoted 8,713 10,295 16,664
10th Percentile £29,500 £36,250 £36,750
25th Percentile £40,000 £46,250 £46,750
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,813
90th Percentile £98,750 £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 18 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 (4.39%) SAS
2 4 (1.95%) Apache Airflow
3 3 (1.46%) Apache
3 3 (1.46%) Apache Spark
3 3 (1.46%) CMS
3 3 (1.46%) SharePoint
4 2 (0.98%) Confluence
5 1 (0.49%) Jupyter
Applications
1 37 (18.05%) Microsoft Excel
2 12 (5.85%) Microsoft Office
3 5 (2.44%) Microsoft Project
4 2 (0.98%) Spreadsheet
5 1 (0.49%) Microsoft PowerPoint
5 1 (0.49%) Notion
Business Applications
1 5 (2.44%) NetSuite
2 4 (1.95%) Salesforce CRM
3 2 (0.98%) Oracle Assets
3 2 (0.98%) Oracle General Ledger
3 2 (0.98%) Oracle Payables
3 2 (0.98%) 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 69 (33.66%) Power Platform
2 48 (23.41%) Azure
3 22 (10.73%) SaaS
4 20 (9.76%) AWS
5 16 (7.80%) Azure Data Factory
6 13 (6.34%) Snowflake
7 12 (5.85%) Azure Synapse Analytics
8 11 (5.37%) GCP
9 8 (3.90%) AWS Lambda
9 8 (3.90%) Serverless
10 7 (3.41%) dbt
11 6 (2.93%) Amazon S3
11 6 (2.93%) Collibra
12 5 (2.44%) Microsoft 365
12 5 (2.44%) PaaS
12 5 (2.44%) Power Automate
13 4 (1.95%) Amazon Kinesis
13 4 (1.95%) AWS CloudFormation
13 4 (1.95%) AWS Step Functions
13 4 (1.95%) Fivetran
Communications & Networking
1 4 (1.95%) Broadband
1 4 (1.95%) CHAP
2 1 (0.49%) Ethernet
2 1 (0.49%) FTP
2 1 (0.49%) Modbus
Database & Business Intelligence
1 67 (32.68%) Power BI
2 31 (15.12%) Tableau
3 20 (9.76%) Data Warehouse
4 14 (6.83%) SQL Server
4 14 (6.83%) SQL Server Reporting Services
5 13 (6.34%) Azure SQL Database
6 10 (4.88%) Looker
7 8 (3.90%) Data Lake
7 8 (3.90%) Power Query
8 7 (3.41%) Amazon Redshift
9 6 (2.93%) Metadata
10 5 (2.44%) Amazon Athena
10 5 (2.44%) Big Data
11 4 (1.95%) BigQuery
12 3 (1.46%) Amazon RDS
12 3 (1.46%) Qlik Sense
12 3 (1.46%) SQL Server Integration Services
13 2 (0.98%) Data Mining
13 2 (0.98%) DynamoDB
13 2 (0.98%) QlikView
Development Applications
1 5 (2.44%) ER Studio
2 3 (1.46%) Git
3 2 (0.98%) JIRA
4 1 (0.49%) Jenkins
4 1 (0.49%) RStudio
4 1 (0.49%) Subversion
4 1 (0.49%) TeamCity
General
1 99 (48.29%) Social Skills
2 83 (40.49%) Finance
3 63 (30.73%) Analytical Skills
4 30 (14.63%) Banking
5 20 (9.76%) Legal
6 19 (9.27%) Law
6 19 (9.27%) Manufacturing
7 18 (8.78%) Retail
8 17 (8.29%) Inclusion and Diversity
9 15 (7.32%) Financial Institution
9 15 (7.32%) Marketing
10 13 (6.34%) Billing
11 10 (4.88%) Influencing Skills
12 9 (4.39%) Public Sector
13 7 (3.41%) Organisational Skills
13 7 (3.41%) Presentation Skills
14 6 (2.93%) Front Office
15 5 (2.44%) Investment Banking
16 4 (1.95%) Pharmaceutical
17 3 (1.46%) Electronics
Job Titles
1 46 (22.44%) Analyst
2 28 (13.66%) Senior
3 18 (8.78%) Data Engineer
4 16 (7.80%) Audit Manager
4 16 (7.80%) Data Analyst
5 15 (7.32%) Architect
5 15 (7.32%) Auditor
5 15 (7.32%) Insight Analyst
5 15 (7.32%) Internal Auditor
6 14 (6.83%) Developer
7 13 (6.34%) Commercial Analyst
8 11 (5.37%) IT Manager
9 10 (4.88%) Analytics Manager
9 10 (4.88%) Data Manager
9 10 (4.88%) IT Audit Manager
10 9 (4.39%) Consultant
10 9 (4.39%) Senior Manager
11 8 (3.90%) Business Intelligence Analyst
11 8 (3.90%) Data Consultant
12 7 (3.41%) Senior Service Manager
Libraries, Frameworks & Software Standards
1 7 (3.41%) Middleware
2 5 (2.44%) PyXLL
3 3 (1.46%) AngularJS
3 3 (1.46%) Kafka
3 3 (1.46%) RabbitMQ
3 3 (1.46%) React
4 2 (0.98%) CSS
4 2 (0.98%) EDI
4 2 (0.98%) HTML
4 2 (0.98%) Hugging Face
4 2 (0.98%) Node.js
4 2 (0.98%) Nuxt
4 2 (0.98%) Oracle Fusion
4 2 (0.98%) PySpark
4 2 (0.98%) REST
4 2 (0.98%) Vue
5 1 (0.49%) FastAPI
5 1 (0.49%) JSON
5 1 (0.49%) Plotly
5 1 (0.49%) XML
Miscellaneous
1 20 (9.76%) Self-Motivation
2 15 (7.32%) Management Information System
3 12 (5.85%) Analytical Mindset
4 8 (3.90%) Algorithms
4 8 (3.90%) Augmented Reality
5 7 (3.41%) IoT
6 6 (2.93%) Onboarding
7 5 (2.44%) Legacy Systems
7 5 (2.44%) Robotics
8 4 (1.95%) Cloud Native
9 3 (1.46%) Educational Technology
9 3 (1.46%) Virtual Reality
10 2 (0.98%) Blockchain
10 2 (0.98%) Data Structures
10 2 (0.98%) Distributed Computing
10 2 (0.98%) Distributed Systems
10 2 (0.98%) Enterprise Software
10 2 (0.98%) Foreign Exchange (FX)
10 2 (0.98%) Smart Home
11 1 (0.49%) EPoS
Operating Systems
1 8 (3.90%) Linux
2 7 (3.41%) Unix
2 7 (3.41%) Windows
Processes & Methodologies
1 205 (100.00%) Analytics
2 77 (37.56%) Business Intelligence
3 64 (31.22%) Decision-Making
4 56 (27.32%) Problem-Solving
5 53 (25.85%) AI
6 52 (25.37%) Agile
7 42 (20.49%) Data Analysis
8 39 (19.02%) Visualisation
9 34 (16.59%) Risk Management
10 33 (16.10%) Actionable Insight
11 32 (15.61%) Data Management
12 31 (15.12%) DevOps
13 30 (14.63%) Data Governance
14 27 (13.17%) Data Modelling
15 26 (12.68%) Data-Driven Decision Making
15 26 (12.68%) Roadmaps
16 23 (11.22%) Data Visualisation
16 23 (11.22%) ETL
16 23 (11.22%) Machine Learning
17 22 (10.73%) Project Management
Programming Languages
1 76 (37.07%) SQL
2 64 (31.22%) Python
3 20 (9.76%) R
4 18 (8.78%) Data Analysis Expressions
5 11 (5.37%) C++
6 6 (2.93%) C#
6 6 (2.93%) Java
7 4 (1.95%) Fortran
7 4 (1.95%) PL/SQL
8 3 (1.46%) C
8 3 (1.46%) Google Apps Script
8 3 (1.46%) MATLAB
8 3 (1.46%) Tcl
9 2 (0.98%) Bash
9 2 (0.98%) JavaScript
9 2 (0.98%) PowerShell
9 2 (0.98%) Scala
10 1 (0.49%) PHP
10 1 (0.49%) T-SQL
10 1 (0.49%) VBA
Qualifications
1 62 (30.24%) Degree
2 15 (7.32%) CISA
3 14 (6.83%) Master's Degree
4 13 (6.34%) ACCA
4 13 (6.34%) Security Cleared
5 12 (5.85%) CISSP
6 11 (5.37%) SC Cleared
7 7 (3.41%) AWS Certification
7 7 (3.41%) CIMA
8 6 (2.93%) BPSS Clearance
9 4 (1.95%) CGEIT
9 4 (1.95%) CISM
9 4 (1.95%) FFIEC
9 4 (1.95%) SANS
10 3 (1.46%) Computer Science Degree
10 3 (1.46%) Microsoft Certification
10 3 (1.46%) PhD
11 2 (0.98%) AWS Certified Developer
11 2 (0.98%) DBS Check
11 2 (0.98%) SnowPro
Quality Assurance & Compliance
1 34 (16.59%) Data Quality
2 12 (5.85%) GDPR
2 12 (5.85%) ISO/IEC 27001
3 11 (5.37%) IFRS
4 8 (3.90%) Sarbanes-Oxley
5 5 (2.44%) Accessibility
5 5 (2.44%) NIST
6 4 (1.95%) COBIT
6 4 (1.95%) PMO
7 3 (1.46%) SOC 2
8 2 (0.98%) PCI DSS
9 1 (0.49%) Actionable Recommendations
9 1 (0.49%) GRC
9 1 (0.49%) HIPAA
9 1 (0.49%) MiFID
9 1 (0.49%) NCSC
9 1 (0.49%) NIST 800
9 1 (0.49%) WCAG
System Software
1 5 (2.44%) Docker
2 2 (0.98%) Firmware
3 1 (0.49%) Slurm Workload Manager
Systems Management
1 6 (2.93%) Kubernetes
1 6 (2.93%) Terraform
2 1 (0.49%) Ganglia
2 1 (0.49%) RSA Archer
2 1 (0.49%) Single Sign-On
Vendors
1 39 (19.02%) Microsoft
2 18 (8.78%) Google
3 13 (6.34%) Databricks
4 11 (5.37%) Oracle
4 11 (5.37%) Salesforce
5 9 (4.39%) SAP
6 7 (3.41%) Alteryx
7 3 (1.46%) Teradata
8 2 (0.98%) Cloudera
8 2 (0.98%) IBM
8 2 (0.98%) Informatica
8 2 (0.98%) OpenAI
8 2 (0.98%) ServiceNow
8 2 (0.98%) Talend
9 1 (0.49%) BiZZdesign
9 1 (0.49%) DataRobot
9 1 (0.49%) Planon
9 1 (0.49%) Sparx
9 1 (0.49%) Spotify
9 1 (0.49%) TikTok