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

6 months to
1 Dec 2025
Same period 2024 Same period 2023
Rank 190 199 164
Rank change year-on-year +9 -35 +49
Permanent jobs citing Data Analytics 197 318 422
As % of all permanent jobs with remote/hybrid work options 1.30% 1.65% 2.03%
As % of the Processes & Methodologies category 1.44% 1.82% 2.13%
Number of salaries quoted 122 176 337
10th Percentile £50,000 £45,000 £46,276
25th Percentile £59,063 £52,375 £55,000
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% +7.47%
75th Percentile £94,375 £80,625 £87,500
90th Percentile £130,000 £98,750 £107,500
UK median annual salary £60,000 £65,000 £62,500
% change year-on-year -7.69% +4.00% -9.83%

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 13,636 17,488 19,782
As % of all permanent jobs with a WFH option 90.23% 90.62% 95.00%
Number of salaries quoted 8,573 10,553 16,034
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 1 December 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 7 (3.55%) SAS
2 4 (2.03%) Apache Airflow
3 3 (1.52%) Apache
3 3 (1.52%) Apache Spark
3 3 (1.52%) CMS
3 3 (1.52%) SharePoint
4 2 (1.02%) Confluence
5 1 (0.51%) Jupyter
Applications
1 35 (17.77%) Microsoft Excel
2 10 (5.08%) Microsoft Office
3 3 (1.52%) Microsoft Project
4 2 (1.02%) Spreadsheet
5 1 (0.51%) Notion
Business Applications
1 5 (2.54%) NetSuite
2 2 (1.02%) Oracle Assets
2 2 (1.02%) Oracle General Ledger
2 2 (1.02%) Oracle Payables
2 2 (1.02%) Oracle Receivables
2 2 (1.02%) Salesforce CRM
3 1 (0.51%) Integrated Workplace Management System
3 1 (0.51%) Primavera
3 1 (0.51%) Sparx Enterprise Architect
Cloud Services
1 70 (35.53%) Power Platform
2 47 (23.86%) Azure
3 22 (11.17%) SaaS
4 20 (10.15%) AWS
5 16 (8.12%) Azure Data Factory
6 13 (6.60%) Snowflake
7 12 (6.09%) Azure Synapse Analytics
8 11 (5.58%) GCP
9 8 (4.06%) AWS Lambda
9 8 (4.06%) Serverless
10 7 (3.55%) dbt
11 6 (3.05%) Amazon S3
11 6 (3.05%) Collibra
12 5 (2.54%) Google Analytics
12 5 (2.54%) Microsoft 365
12 5 (2.54%) PaaS
12 5 (2.54%) Power Automate
13 4 (2.03%) Amazon Kinesis
13 4 (2.03%) AWS Step Functions
13 4 (2.03%) Fivetran
Communications & Networking
1 6 (3.05%) CHAP
2 4 (2.03%) Broadband
3 1 (0.51%) Ethernet
3 1 (0.51%) Modbus
Database & Business Intelligence
1 68 (34.52%) Power BI
2 31 (15.74%) Tableau
3 21 (10.66%) Data Warehouse
4 14 (7.11%) SQL Server Reporting Services
5 13 (6.60%) Azure SQL Database
5 13 (6.60%) SQL Server
6 12 (6.09%) Looker
7 8 (4.06%) Power Query
8 7 (3.55%) Data Lake
9 6 (3.05%) Amazon Redshift
9 6 (3.05%) Metadata
10 5 (2.54%) Amazon Athena
10 5 (2.54%) Big Data
10 5 (2.54%) BigQuery
11 3 (1.52%) Amazon RDS
11 3 (1.52%) Data Mining
11 3 (1.52%) SQL Server Integration Services
12 2 (1.02%) DynamoDB
12 2 (1.02%) Qlik Sense
12 2 (1.02%) QlikView
Development Applications
1 3 (1.52%) ER Studio
2 2 (1.02%) Git
3 1 (0.51%) Jenkins
3 1 (0.51%) JIRA
3 1 (0.51%) RStudio
3 1 (0.51%) TeamCity
General
1 89 (45.18%) Social Skills
2 76 (38.58%) Finance
3 55 (27.92%) Analytical Skills
4 25 (12.69%) Banking
5 18 (9.14%) Manufacturing
5 18 (9.14%) Marketing
6 17 (8.63%) Retail
7 15 (7.61%) Law
7 15 (7.61%) Legal
8 14 (7.11%) Inclusion and Diversity
9 13 (6.60%) Billing
9 13 (6.60%) Financial Institution
10 8 (4.06%) Public Sector
11 7 (3.55%) Presentation Skills
12 6 (3.05%) Influencing Skills
12 6 (3.05%) Organisational Skills
13 5 (2.54%) Front Office
14 4 (2.03%) Pharmaceutical
15 3 (1.52%) Electronics
15 3 (1.52%) Investment Banking
Job Titles
1 44 (22.34%) Analyst
2 28 (14.21%) Senior
3 18 (9.14%) Data Engineer
4 17 (8.63%) Auditor
4 17 (8.63%) Internal Auditor
5 16 (8.12%) Audit Manager
5 16 (8.12%) Insight Analyst
6 15 (7.61%) Architect
7 14 (7.11%) Data Analyst
8 13 (6.60%) Commercial Analyst
9 12 (6.09%) Developer
10 11 (5.58%) IT Manager
11 10 (5.08%) Analytics Manager
11 10 (5.08%) Data Manager
11 10 (5.08%) IT Audit Manager
12 9 (4.57%) Consultant
12 9 (4.57%) Senior Manager
13 8 (4.06%) Business Intelligence Analyst
13 8 (4.06%) Data Consultant
14 7 (3.55%) Senior Service Manager
Libraries, Frameworks & Software Standards
1 7 (3.55%) Middleware
2 5 (2.54%) PyXLL
3 2 (1.02%) AngularJS
3 2 (1.02%) Hugging Face
3 2 (1.02%) Kafka
3 2 (1.02%) Node.js
3 2 (1.02%) Nuxt
3 2 (1.02%) Oracle Fusion
3 2 (1.02%) PySpark
3 2 (1.02%) RabbitMQ
3 2 (1.02%) React
3 2 (1.02%) Vue
4 1 (0.51%) Akka
4 1 (0.51%) EDI
4 1 (0.51%) JSON
4 1 (0.51%) Ruby on Rails
4 1 (0.51%) XML
Miscellaneous
1 20 (10.15%) Self-Motivation
2 16 (8.12%) Management Information System
3 13 (6.60%) Analytical Mindset
4 8 (4.06%) Algorithms
4 8 (4.06%) Augmented Reality
5 7 (3.55%) IoT
6 5 (2.54%) Onboarding
7 4 (2.03%) Cloud Native
7 4 (2.03%) Legacy Systems
8 3 (1.52%) Blockchain
8 3 (1.52%) Educational Technology
8 3 (1.52%) Product Ownership
8 3 (1.52%) Robotics
8 3 (1.52%) Virtual Reality
9 2 (1.02%) Distributed Computing
9 2 (1.02%) Distributed Systems
9 2 (1.02%) Enterprise Software
9 2 (1.02%) Foreign Exchange (FX)
9 2 (1.02%) Smart Home
10 1 (0.51%) Data Structures
Operating Systems
1 7 (3.55%) Linux
1 7 (3.55%) Unix
1 7 (3.55%) Windows
2 1 (0.51%) Android
2 1 (0.51%) Apple iOS
Processes & Methodologies
1 197 (100.00%) Analytics
2 77 (39.09%) Business Intelligence
3 60 (30.46%) Decision-Making
4 56 (28.43%) Problem-Solving
5 52 (26.40%) Agile
6 51 (25.89%) AI
7 42 (21.32%) Visualisation
8 39 (19.80%) Data Analysis
9 33 (16.75%) Actionable Insight
10 31 (15.74%) Data Governance
10 31 (15.74%) Data Management
11 30 (15.23%) DevOps
11 30 (15.23%) Risk Management
12 24 (12.18%) Data Modelling
12 24 (12.18%) Data Visualisation
13 23 (11.68%) ETL
13 23 (11.68%) Machine Learning
13 23 (11.68%) Project Management
13 23 (11.68%) Roadmaps
14 22 (11.17%) Data-Driven Decision Making
Programming Languages
1 72 (36.55%) SQL
2 59 (29.95%) Python
3 18 (9.14%) Data Analysis Expressions
4 17 (8.63%) R
5 11 (5.58%) C++
6 6 (3.05%) C#
6 6 (3.05%) Java
7 4 (2.03%) Fortran
7 4 (2.03%) PL/SQL
8 3 (1.52%) C
8 3 (1.52%) Google Apps Script
8 3 (1.52%) MATLAB
8 3 (1.52%) Tcl
9 2 (1.02%) Bash
9 2 (1.02%) PowerShell
10 1 (0.51%) JavaScript
10 1 (0.51%) PHP
10 1 (0.51%) Ruby
10 1 (0.51%) Scala
10 1 (0.51%) T-SQL
Qualifications
1 54 (27.41%) Degree
2 17 (8.63%) CISA
3 14 (7.11%) CISSP
3 14 (7.11%) Master's Degree
4 13 (6.60%) ACCA
4 13 (6.60%) Security Cleared
5 11 (5.58%) SC Cleared
6 7 (3.55%) AWS Certification
6 7 (3.55%) CIMA
7 6 (3.05%) BPSS Clearance
7 6 (3.05%) CGEIT
7 6 (3.05%) CISM
7 6 (3.05%) FFIEC
7 6 (3.05%) SANS
8 3 (1.52%) DBS Check
8 3 (1.52%) Microsoft Certification
8 3 (1.52%) PhD
9 2 (1.02%) AWS Certified Developer
9 2 (1.02%) Computer Science Degree
9 2 (1.02%) SnowPro
Quality Assurance & Compliance
1 35 (17.77%) Data Quality
2 15 (7.61%) GDPR
3 12 (6.09%) ISO/IEC 27001
4 11 (5.58%) IFRS
5 8 (4.06%) Sarbanes-Oxley
6 7 (3.55%) NIST
7 6 (3.05%) COBIT
8 5 (2.54%) Accessibility
9 4 (2.03%) PMO
10 3 (1.52%) SOC 2
11 2 (1.02%) PCI DSS
12 1 (0.51%) Actionable Recommendations
12 1 (0.51%) GRC
12 1 (0.51%) HIPAA
12 1 (0.51%) NCSC
12 1 (0.51%) NIST 800
12 1 (0.51%) QA
12 1 (0.51%) WCAG
System Software
1 5 (2.54%) Docker
2 2 (1.02%) Firmware
3 1 (0.51%) Slurm Workload Manager
Systems Management
1 6 (3.05%) Kubernetes
1 6 (3.05%) Terraform
2 1 (0.51%) Ganglia
2 1 (0.51%) RSA Archer
2 1 (0.51%) Single Sign-On
Vendors
1 35 (17.77%) Microsoft
2 20 (10.15%) Google
3 13 (6.60%) Databricks
4 11 (5.58%) Oracle
5 9 (4.57%) Salesforce
6 7 (3.55%) Alteryx
6 7 (3.55%) SAP
7 3 (1.52%) Teradata
8 2 (1.02%) Cloudera
8 2 (1.02%) IBM
8 2 (1.02%) Informatica
8 2 (1.02%) OpenAI
8 2 (1.02%) ServiceNow
8 2 (1.02%) Talend
9 1 (0.51%) BiZZdesign
9 1 (0.51%) DataRobot
9 1 (0.51%) dotdigital
9 1 (0.51%) Sparx
9 1 (0.51%) Spotify
9 1 (0.51%) TikTok