Hybrid/Remote Data Integration Job Trends

Data Integration
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Integration skills. It covers permanent job vacancies from the 6 months leading up to 4 January 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 164 192 235
Rank change year-on-year +28 +43 +83
Permanent jobs citing Data Integration 227 296 276
As % of all permanent jobs with remote/hybrid work options 1.51% 1.77% 1.32%
As % of the Processes & Methodologies category 1.71% 1.90% 1.40%
Number of salaries quoted 118 126 209
10th Percentile £45,875 £42,500 £35,000
25th Percentile £53,750 £53,000 £50,000
Median annual salary (50th Percentile) £65,000 £71,000 £70,576
Median % change year-on-year -8.45% +0.60% +4.56%
75th Percentile £77,188 £90,000 £87,500
90th Percentile £89,150 £125,000 £97,500
UK median annual salary £67,500 £65,000 £70,000
% change year-on-year +3.85% -7.14% -

All Process & Methodology Skills
Work from Home

Data Integration 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 13,242 15,566 19,692
As % of all permanent jobs with a WFH option 88.14% 93.33% 94.03%
Number of salaries quoted 8,377 9,229 15,874
10th Percentile £30,000 £36,250 £36,250
25th Percentile £41,250 £46,250 £46,250
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -4.00%
75th Percentile £80,000 £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% - -4.00%

Data Integration
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Integration and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Integration job vacancy trend for remote/hybrid jobs

Data Integration
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Integration.

Salary distribution trend for jobs with remote/hybrid work options citing Data Integration

Data Integration
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Integration over the 6 months to 4 January 2026.

Data Integration salary histogram for jobs with remote/hybrid work options

Data Integration
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 (3.96%) Apache Airflow
2 8 (3.52%) CMS
3 3 (1.32%) Apache Spark
4 2 (0.88%) Apache
4 2 (0.88%) SAS
Applications
1 14 (6.17%) Oracle Smart View
2 3 (1.32%) Chatbot
2 3 (1.32%) Microsoft Excel
3 2 (0.88%) Microsoft PowerPoint
Business Applications
1 14 (6.17%) Hyperion Planning
1 14 (6.17%) Oracle Assets
1 14 (6.17%) Oracle Financials
1 14 (6.17%) Oracle General Ledger
1 14 (6.17%) Oracle Payables
1 14 (6.17%) Oracle Receivables
2 7 (3.08%) Dynamics CRM
2 7 (3.08%) Dynamics NAV
3 4 (1.76%) Oracle ERP
4 2 (0.88%) Salesforce CRM
5 1 (0.44%) Adobe Campaign
5 1 (0.44%) Integrated Workplace Management System
5 1 (0.44%) Workday HCM
Cloud Services
1 114 (50.22%) Azure
2 56 (24.67%) Snowflake
3 46 (20.26%) GitHub
4 38 (16.74%) Azure Data Factory
5 35 (15.42%) SaaS
6 34 (14.98%) Azure DevOps
7 32 (14.10%) Power Platform
8 27 (11.89%) AWS
9 25 (11.01%) GitHub Copilot
10 16 (7.05%) Azure Logic Apps
11 15 (6.61%) Azure Service Bus
11 15 (6.61%) Dynamics 365
12 14 (6.17%) Azure Event Grid
12 14 (6.17%) Azure Monitor
12 14 (6.17%) GitHub Actions
13 13 (5.73%) dbt
13 13 (5.73%) Power Automate
14 10 (4.41%) Azure Synapse Analytics
15 9 (3.96%) Amazon S3
16 8 (3.52%) GCP
Communications & Networking
1 2 (0.88%) Broadband
1 2 (0.88%) Modbus
1 2 (0.88%) MQTT
2 1 (0.44%) HTTP
2 1 (0.44%) HTTPS
2 1 (0.44%) SSL
Database & Business Intelligence
1 82 (36.12%) Data Warehouse
2 40 (17.62%) Data Lake
3 28 (12.33%) Power BI
4 17 (7.49%) Metadata
4 17 (7.49%) SQL Server
5 14 (6.17%) Essbase
6 6 (2.64%) SQL Server Integration Services
7 5 (2.20%) Relational Database
8 4 (1.76%) BigQuery
8 4 (1.76%) DB2
8 4 (1.76%) MySQL
8 4 (1.76%) NoSQL
8 4 (1.76%) SQL Server Reporting Services
9 3 (1.32%) Azure SQL Database
9 3 (1.32%) Delta Lake
9 3 (1.32%) Parquet
9 3 (1.32%) PostgreSQL
9 3 (1.32%) Snowflake Schema
9 3 (1.32%) Tableau
10 2 (0.88%) Data Vault
Development Applications
1 14 (6.17%) Oracle Forms
2 6 (2.64%) Visual Studio
3 5 (2.20%) JIRA
4 3 (1.32%) Git
4 3 (1.32%) Jenkins
5 2 (0.88%) ERwin
General
1 78 (34.36%) Finance
2 57 (25.11%) Social Skills
3 36 (15.86%) Analytical Skills
4 13 (5.73%) Public Sector
4 13 (5.73%) Retail
5 12 (5.29%) Inclusion and Diversity
6 10 (4.41%) Back Office
7 8 (3.52%) Manufacturing
7 8 (3.52%) Organisational Skills
8 5 (2.20%) Documentation Skills
9 4 (1.76%) Front Office
10 2 (0.88%) Banking
10 2 (0.88%) Financial Institution
10 2 (0.88%) Local Government
10 2 (0.88%) Marketing
10 2 (0.88%) Music Industry
11 1 (0.44%) International Banking
11 1 (0.44%) Legal
11 1 (0.44%) Retail Banking
Job Titles
1 57 (25.11%) Architect
2 51 (22.47%) Data Architect
3 42 (18.50%) Senior
4 37 (16.30%) Data Engineer
5 33 (14.54%) Developer
6 19 (8.37%) Analyst
7 18 (7.93%) Senior Analyst
8 17 (7.49%) Senior Data Engineer
9 16 (7.05%) Data Manager
9 16 (7.05%) Lead
10 14 (6.17%) Integration Engineer
10 14 (6.17%) Oracle Analyst
10 14 (6.17%) Senior Oracle Analyst
11 12 (5.29%) Integration Manager
12 10 (4.41%) Data Integration Manager
13 9 (3.96%) Solutions Architect
14 7 (3.08%) Applications Engineer
14 7 (3.08%) Consultant
14 7 (3.08%) Integration Developer
15 6 (2.64%) Dynamics 365 Developer
Libraries, Frameworks & Software Standards
1 23 (10.13%) JSON
2 17 (7.49%) XML
3 15 (6.61%) OAuth
4 14 (6.17%) OAuth2
4 14 (6.17%) RESTful
5 12 (5.29%) REST
6 9 (3.96%) .NET
7 7 (3.08%) Middleware
7 7 (3.08%) PySpark
8 6 (2.64%) Blazor
8 6 (2.64%) HTML
8 6 (2.64%) Material Design
8 6 (2.64%) WebAssembly
9 5 (2.20%) CSS
9 5 (2.20%) SOAP
10 4 (1.76%) EDI
10 4 (1.76%) React
11 3 (1.32%) Kafka
11 3 (1.32%) Node.js
11 3 (1.32%) Web Services
Miscellaneous
1 17 (7.49%) Cloud Native
2 12 (5.29%) Product Ownership
3 11 (4.85%) Low-Code
4 8 (3.52%) Mobile App
4 8 (3.52%) Self-Motivation
5 7 (3.08%) IoT
5 7 (3.08%) Management Information System
6 6 (2.64%) NHS
7 5 (2.20%) Data Structures
7 5 (2.20%) Legacy Systems
8 4 (1.76%) Enterprise Software
9 2 (0.88%) Analytical Mindset
9 2 (0.88%) Manufacturing Execution System
9 2 (0.88%) Onboarding
9 2 (0.88%) SCADA
9 2 (0.88%) Smart Home
10 1 (0.44%) AI Agents
10 1 (0.44%) Credit Risk
10 1 (0.44%) Freedom of Information
10 1 (0.44%) Market Risk
Processes & Methodologies
1 108 (47.58%) Data Modelling
2 102 (44.93%) Analytics
3 96 (42.29%) Data Engineering
4 86 (37.89%) Agile
5 77 (33.92%) ETL
6 73 (32.16%) Coaching
7 68 (29.96%) Data Management
8 67 (29.52%) Data Architecture
9 62 (27.31%) DevOps
10 53 (23.35%) Data Pipeline
11 51 (22.47%) Asset Management
12 45 (19.82%) AI
13 44 (19.38%) Test Automation
14 41 (18.06%) CI/CD
15 40 (17.62%) Business Intelligence
16 37 (16.30%) Continuous Improvement
17 36 (15.86%) Mentoring
18 35 (15.42%) E-Commerce
19 34 (14.98%) Digital Analytics
20 32 (14.10%) Data Governance
Programming Languages
1 93 (40.97%) SQL
2 40 (17.62%) Python
3 15 (6.61%) C#
3 15 (6.61%) Groovy
4 14 (6.17%) Bicep
5 13 (5.73%) T-SQL
6 10 (4.41%) JavaScript
7 9 (3.96%) Java
8 6 (2.64%) Scala
9 5 (2.20%) C
10 4 (1.76%) Fortran
10 4 (1.76%) PL/SQL
11 2 (0.88%) Bash
11 2 (0.88%) Data Analysis Expressions
11 2 (0.88%) PowerShell
11 2 (0.88%) Ruby
11 2 (0.88%) TypeScript
12 1 (0.44%) Go
12 1 (0.44%) Korn
Qualifications
1 17 (7.49%) Security Cleared
2 13 (5.73%) SC Cleared
3 11 (4.85%) Degree
4 8 (3.52%) Computer Science Degree
5 4 (1.76%) Azure Certification
6 3 (1.32%) CITP
6 3 (1.32%) DV Cleared
7 2 (0.88%) AWS Certification
7 2 (0.88%) DBS Check
7 2 (0.88%) SnowPro
8 1 (0.44%) CFA
8 1 (0.44%) Master's Degree
8 1 (0.44%) PMI Certification
8 1 (0.44%) PMP
Quality Assurance & Compliance
1 44 (19.38%) Accessibility
2 26 (11.45%) Data Quality
3 17 (7.49%) GDPR
4 7 (3.08%) ISO/IEC 27001
5 6 (2.64%) WCAG
6 5 (2.20%) ISO 9001
System Software
1 5 (2.20%) Docker
2 2 (0.88%) Firmware
Systems Management
1 19 (8.37%) Terraform
2 5 (2.20%) Kubernetes
3 3 (1.32%) Control-M
4 2 (0.88%) Argo
4 2 (0.88%) Single Sign-On
Vendors
1 63 (27.75%) Microsoft
2 35 (15.42%) Databricks
3 19 (8.37%) Oracle
4 14 (6.17%) Ab Initio
4 14 (6.17%) Hyperion
5 6 (2.64%) Salesforce
6 5 (2.20%) Talend
7 4 (1.76%) Charles River
7 4 (1.76%) Informatica
7 4 (1.76%) Planon
8 3 (1.32%) BMC
8 3 (1.32%) IBM
8 3 (1.32%) SAP
9 2 (0.88%) Cloudera
9 2 (0.88%) ESRI
9 2 (0.88%) Foundry
9 2 (0.88%) Google
9 2 (0.88%) Red Hat
9 2 (0.88%) Workday
10 1 (0.44%) Samsung