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

6 months to
15 Dec 2025
Same period 2024 Same period 2023
Rank 198 190 172
Rank change year-on-year -8 -18 +35
Permanent jobs citing Data Analytics 184 318 396
As % of all permanent jobs with remote/hybrid work options 1.21% 1.80% 1.98%
As % of the Processes & Methodologies category 1.35% 1.95% 2.08%
Number of salaries quoted 119 169 310
10th Percentile £49,000 £45,000 £45,000
25th Percentile £59,375 £52,500 £54,063
Median annual salary (50th Percentile) £70,000 £65,000 £63,750
Median % change year-on-year +7.69% +1.96% -1.92%
75th Percentile £100,000 £80,000 £85,000
90th Percentile £130,000 £98,000 £105,250
UK median annual salary £60,000 £65,000 £61,735
% change year-on-year -7.69% +5.29% -8.54%

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 13,621 16,321 19,017
As % of all permanent jobs with a WFH option 89.28% 92.29% 94.98%
Number of salaries quoted 8,730 9,931 15,296
10th Percentile £29,750 £36,250 £36,250
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £61,153
Median % change year-on-year -8.00% +2.20% -2.16%
75th Percentile £78,750 £81,250 £80,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -2.04%

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 15 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 (3.80%) SAS
2 4 (2.17%) Apache Airflow
3 3 (1.63%) Apache
3 3 (1.63%) Apache Spark
3 3 (1.63%) CMS
3 3 (1.63%) Confluence
4 2 (1.09%) SharePoint
5 1 (0.54%) Jupyter
Applications
1 31 (16.85%) Microsoft Excel
2 8 (4.35%) Microsoft Office
3 2 (1.09%) Microsoft Project
3 2 (1.09%) Spreadsheet
4 1 (0.54%) Notion
Business Applications
1 5 (2.72%) NetSuite
2 2 (1.09%) Oracle Assets
2 2 (1.09%) Oracle General Ledger
2 2 (1.09%) Oracle Payables
2 2 (1.09%) Oracle Receivables
3 1 (0.54%) Integrated Workplace Management System
3 1 (0.54%) Primavera
3 1 (0.54%) Salesforce CRM
Cloud Services
1 63 (34.24%) Power Platform
2 48 (26.09%) Azure
3 25 (13.59%) SaaS
4 20 (10.87%) AWS
5 15 (8.15%) Azure Data Factory
6 13 (7.07%) Snowflake
7 12 (6.52%) Azure Synapse Analytics
8 10 (5.43%) GCP
9 8 (4.35%) AWS Lambda
9 8 (4.35%) Serverless
10 7 (3.80%) Amazon S3
10 7 (3.80%) dbt
11 6 (3.26%) Microsoft 365
12 5 (2.72%) Google Analytics
13 4 (2.17%) Amazon Kinesis
13 4 (2.17%) AWS CloudFormation
13 4 (2.17%) AWS Step Functions
13 4 (2.17%) Fivetran
13 4 (2.17%) PaaS
14 3 (1.63%) Collibra
Communications & Networking
1 7 (3.80%) CHAP
2 5 (2.72%) Broadband
Database & Business Intelligence
1 61 (33.15%) Power BI
2 28 (15.22%) Tableau
3 19 (10.33%) Data Warehouse
4 13 (7.07%) Azure SQL Database
4 13 (7.07%) SQL Server
4 13 (7.07%) SQL Server Reporting Services
5 12 (6.52%) Looker
6 6 (3.26%) Amazon Redshift
6 6 (3.26%) Data Lake
6 6 (3.26%) Metadata
7 5 (2.72%) Amazon Athena
7 5 (2.72%) Big Data
7 5 (2.72%) BigQuery
7 5 (2.72%) Power Query
8 3 (1.63%) Amazon RDS
8 3 (1.63%) Data Mining
9 2 (1.09%) DynamoDB
9 2 (1.09%) Qlik Sense
9 2 (1.09%) QlikView
9 2 (1.09%) SQL Server Integration Services
Development Applications
1 3 (1.63%) ER Studio
2 2 (1.09%) Git
3 1 (0.54%) Jenkins
3 1 (0.54%) JIRA
3 1 (0.54%) TeamCity
General
1 77 (41.85%) Social Skills
2 64 (34.78%) Finance
3 47 (25.54%) Analytical Skills
4 20 (10.87%) Banking
5 16 (8.70%) Manufacturing
6 15 (8.15%) Marketing
7 13 (7.07%) Inclusion and Diversity
8 12 (6.52%) Billing
8 12 (6.52%) Retail
9 11 (5.98%) Law
10 9 (4.89%) Financial Institution
10 9 (4.89%) Public Sector
11 6 (3.26%) Legal
11 6 (3.26%) Organisational Skills
11 6 (3.26%) Presentation Skills
12 5 (2.72%) Front Office
13 4 (2.17%) Pharmaceutical
14 3 (1.63%) Avionics
14 3 (1.63%) Electronics
14 3 (1.63%) Local Government
Job Titles
1 40 (21.74%) Analyst
2 24 (13.04%) Senior
3 18 (9.78%) Auditor
3 18 (9.78%) Data Engineer
3 18 (9.78%) Internal Auditor
4 16 (8.70%) Audit Manager
4 16 (8.70%) Insight Analyst
5 15 (8.15%) Architect
6 12 (6.52%) Commercial Analyst
7 11 (5.98%) Data Analyst
7 11 (5.98%) Developer
7 11 (5.98%) IT Manager
8 10 (5.43%) IT Audit Manager
9 9 (4.89%) Senior Manager
10 8 (4.35%) Analytics Manager
10 8 (4.35%) Business Intelligence Analyst
10 8 (4.35%) Data Manager
10 8 (4.35%) Software Engineer
11 7 (3.80%) Internal Audit Manager
11 7 (3.80%) Security Auditor
Libraries, Frameworks & Software Standards
1 7 (3.80%) PySpark
2 6 (3.26%) Middleware
3 5 (2.72%) PyXLL
4 2 (1.09%) AngularJS
4 2 (1.09%) Hugging Face
4 2 (1.09%) Kafka
4 2 (1.09%) Node.js
4 2 (1.09%) Nuxt
4 2 (1.09%) Oracle Fusion
4 2 (1.09%) RabbitMQ
4 2 (1.09%) React
4 2 (1.09%) Vue
5 1 (0.54%) Akka
5 1 (0.54%) EDI
5 1 (0.54%) Ruby on Rails
Miscellaneous
1 20 (10.87%) Self-Motivation
2 16 (8.70%) Management Information System
3 13 (7.07%) Analytical Mindset
4 8 (4.35%) Algorithms
5 7 (3.80%) Augmented Reality
6 6 (3.26%) IoT
7 5 (2.72%) Legacy Systems
8 4 (2.17%) Blockchain
8 4 (2.17%) Cloud Native
8 4 (2.17%) Onboarding
9 3 (1.63%) Educational Technology
9 3 (1.63%) Product Ownership
9 3 (1.63%) Virtual Reality
10 2 (1.09%) Distributed Computing
10 2 (1.09%) Distributed Systems
10 2 (1.09%) Enterprise Software
10 2 (1.09%) Foreign Exchange (FX)
10 2 (1.09%) Smart Home
10 2 (1.09%) Social Media
11 1 (0.54%) EPoS
Operating Systems
1 7 (3.80%) Linux
1 7 (3.80%) Unix
1 7 (3.80%) Windows
2 1 (0.54%) Android
2 1 (0.54%) Apple iOS
Processes & Methodologies
1 184 (100.00%) Analytics
2 69 (37.50%) Business Intelligence
3 56 (30.43%) Problem-Solving
4 53 (28.80%) Agile
4 53 (28.80%) Decision-Making
5 43 (23.37%) AI
6 41 (22.28%) Visualisation
7 39 (21.20%) Data Analysis
8 34 (18.48%) Actionable Insight
9 30 (16.30%) DevOps
10 28 (15.22%) Data Governance
11 27 (14.67%) Data Management
12 25 (13.59%) Risk Management
13 23 (12.50%) Data Visualisation
14 22 (11.96%) ETL
14 22 (11.96%) Machine Learning
15 21 (11.41%) Cybersecurity
15 21 (11.41%) Data Modelling
15 21 (11.41%) Project Management
16 20 (10.87%) Internal Audit
Programming Languages
1 67 (36.41%) SQL
2 61 (33.15%) Python
3 16 (8.70%) Data Analysis Expressions
3 16 (8.70%) R
4 11 (5.98%) C++
5 6 (3.26%) Java
6 5 (2.72%) C#
7 4 (2.17%) Fortran
7 4 (2.17%) PL/SQL
8 3 (1.63%) C
8 3 (1.63%) Google Apps Script
8 3 (1.63%) MATLAB
8 3 (1.63%) Tcl
9 2 (1.09%) Scala
10 1 (0.54%) Go
10 1 (0.54%) JavaScript
10 1 (0.54%) PHP
10 1 (0.54%) PowerShell
10 1 (0.54%) Ruby
10 1 (0.54%) T-SQL
Qualifications
1 48 (26.09%) Degree
2 18 (9.78%) CISA
3 15 (8.15%) CISSP
4 13 (7.07%) ACCA
4 13 (7.07%) Security Cleared
5 12 (6.52%) SC Cleared
6 11 (5.98%) Master's Degree
7 7 (3.80%) AWS Certification
7 7 (3.80%) CGEIT
7 7 (3.80%) CIMA
7 7 (3.80%) CISM
7 7 (3.80%) FFIEC
7 7 (3.80%) SANS
8 6 (3.26%) BPSS Clearance
9 2 (1.09%) AWS Certified Developer
9 2 (1.09%) Computer Science Degree
9 2 (1.09%) DBS Check
9 2 (1.09%) Microsoft Certification
9 2 (1.09%) PhD
9 2 (1.09%) SnowPro
Quality Assurance & Compliance
1 33 (17.93%) Data Quality
2 15 (8.15%) GDPR
3 12 (6.52%) ISO/IEC 27001
4 11 (5.98%) IFRS
5 9 (4.89%) NIST
6 7 (3.80%) COBIT
6 7 (3.80%) Sarbanes-Oxley
7 5 (2.72%) Accessibility
8 4 (2.17%) PMO
9 3 (1.63%) SOC 2
10 2 (1.09%) GRC
10 2 (1.09%) PCI DSS
10 2 (1.09%) WCAG
11 1 (0.54%) Actionable Recommendations
11 1 (0.54%) HIPAA
11 1 (0.54%) NCSC
11 1 (0.54%) NIST 800
11 1 (0.54%) QA
System Software
1 5 (2.72%) Docker
2 2 (1.09%) Firmware
3 1 (0.54%) Slurm Workload Manager
Systems Management
1 7 (3.80%) Terraform
2 6 (3.26%) Kubernetes
3 1 (0.54%) Ganglia
3 1 (0.54%) RSA Archer
3 1 (0.54%) Single Sign-On
Vendors
1 29 (15.76%) Microsoft
2 18 (9.78%) Google
3 13 (7.07%) Databricks
4 11 (5.98%) Oracle
5 8 (4.35%) Salesforce
6 6 (3.26%) SAP
7 5 (2.72%) Alteryx
8 3 (1.63%) Teradata
9 2 (1.09%) Adobe
9 2 (1.09%) Informatica
9 2 (1.09%) OpenAI
9 2 (1.09%) ServiceNow
9 2 (1.09%) Talend
10 1 (0.54%) DataRobot
10 1 (0.54%) dotdigital
10 1 (0.54%) Planon
10 1 (0.54%) RedPrairie
10 1 (0.54%) Splunk
10 1 (0.54%) Spotify
10 1 (0.54%) TikTok