Hybrid/Remote Data Engineer Job Trends

Data Engineer
UK > Work from Home

The median Data Engineer salary for remote/hybrid work is £75,000 per year, according to job vacancies posted during the 6 months leading to 11 July 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
11 Jul 2026
Same period 2025 Same period 2024
Rank 130 203 166
Rank change year-on-year +73 -37 -37
Permanent jobs requiring a Data Engineer 472 254 626
As % of all permanent jobs with remote/hybrid work options 2.21% 1.54% 1.95%
As % of the Job Titles category 2.36% 1.67% 2.03%
Number of salaries quoted 384 230 550
10th Percentile £45,225 £50,000 £44,738
25th Percentile £55,750 £57,500 £52,500
Median annual salary (50th Percentile) £75,000 £75,000 £70,000
Median % change year-on-year - +7.14% +0.80%
75th Percentile £87,500 £100,000 £85,000
90th Percentile £92,125 £115,000 £110,000
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

All Permanent IT Job Roles
Work from Home

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies with remote/hybrid work options. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Work from Home with a recognized job title 20,031 15,209 30,803
% of permanent jobs with a recognized job title 93.99% 92.34% 96.06%
Number of salaries quoted 14,594 9,441 23,786
10th Percentile £35,000 £30,000 £32,750
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £58,000 £57,098
Median % change year-on-year +3.45% +1.58% -8.64%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £97,500 £100,000 £95,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -12.50%

Data Engineer
Job Vacancy Trend for Remote/Hybrid Roles

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Engineer job vacancy trend for remote/hybrid roles

Data Engineer
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for remote Data Engineer job vacancies.

Salary distribution trend for remote Data Engineer job vacancies

Data Engineer
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Engineer over the 6 months to 11 July 2026.

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

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs

For the 6 months to 11 July 2026, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent jobs with hybrid/remote work options featuring Data Engineer in the job title.

1 212 (44.92%) SQL
2 205 (43.43%) Python
3 186 (39.41%) Data Pipeline
4 173 (36.65%) Data Engineering
5 172 (36.44%) Azure
6 171 (36.23%) Analytics
7 151 (31.99%) Data Modelling
8 134 (28.39%) ETL
9 129 (27.33%) Data Quality
10 113 (23.94%) CI/CD
11 96 (20.34%) Databricks
12 95 (20.13%) Business Intelligence
13 90 (19.07%) AWS
13 90 (19.07%) Data Architecture
14 84 (17.80%) Microsoft
15 81 (17.16%) AI
16 74 (15.68%) Decision-Making
17 70 (14.83%) Power Platform
17 70 (14.83%) Problem-Solving
18 66 (13.98%) Data Governance
19 64 (13.56%) Power BI
20 63 (13.35%) Data Warehouse
21 62 (13.14%) Security Cleared
22 56 (11.86%) Azure Data Factory
22 56 (11.86%) DevOps
22 56 (11.86%) Mentoring
22 56 (11.86%) Platform Engineering
22 56 (11.86%) PySpark
23 53 (11.23%) Agile
23 53 (11.23%) GCP

Data Engineer Skill Set
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 43 (9.11%) Apache Airflow
2 33 (6.99%) Apache Spark
3 28 (5.93%) Apache
4 8 (1.69%) SAS
5 3 (0.64%) Apache Solr
5 3 (0.64%) Palantir Foundry
6 2 (0.42%) Jupyter
6 2 (0.42%) Oracle Application Server
7 1 (0.21%) SharePoint
Applications
1 5 (1.06%) Microsoft Excel
2 1 (0.21%) Chatbot
Business Applications
1 1 (0.21%) Dynamics CRM
Cloud Services
1 172 (36.44%) Azure
2 90 (19.07%) AWS
3 70 (14.83%) Power Platform
4 56 (11.86%) Azure Data Factory
5 53 (11.23%) GCP
6 40 (8.47%) Azure Synapse Analytics
7 35 (7.42%) dbt
8 23 (4.87%) Snowflake
9 21 (4.45%) Amazon S3
9 21 (4.45%) Azure DevOps
10 14 (2.97%) Serverless
11 13 (2.75%) AWS Lambda
11 13 (2.75%) Dagster
12 12 (2.54%) GitHub
13 11 (2.33%) Microsoft Purview
13 11 (2.33%) SaaS
14 10 (2.12%) Cloud Composer
15 9 (1.91%) Amazon Kinesis
16 6 (1.27%) Amazon EC2
17 5 (1.06%) Amazon EMR
Communications & Networking
1 24 (5.08%) Broadband
2 1 (0.21%) 4G
2 1 (0.21%) 5G
2 1 (0.21%) Internet
Database & Business Intelligence
1 64 (13.56%) Power BI
2 63 (13.35%) Data Warehouse
3 50 (10.59%) SQL Server
4 41 (8.69%) Data Lake
5 35 (7.42%) Relational Database
6 34 (7.20%) Big Data
7 28 (5.93%) BigQuery
8 26 (5.51%) Metadata
9 24 (5.08%) Azure SQL Database
10 20 (4.24%) Amazon Redshift
11 19 (4.03%) NoSQL
12 18 (3.81%) PostgreSQL
12 18 (3.81%) SQL Server Integration Services
13 15 (3.18%) Semantic Layer
14 13 (2.75%) Tableau
15 12 (2.54%) Delta Lake
15 12 (2.54%) Oracle Database
15 12 (2.54%) Spark SQL
16 11 (2.33%) MongoDB
17 10 (2.12%) Star Schema
Development Applications
1 29 (6.14%) Git
2 10 (2.12%) Jenkins
3 3 (0.64%) GitLab
4 2 (0.42%) Oracle APEX
5 1 (0.21%) JIRA
5 1 (0.21%) MLflow
5 1 (0.21%) Selenium
5 1 (0.21%) TeamCity
5 1 (0.21%) Visual Studio
General
1 56 (11.86%) Analytical Skills
1 56 (11.86%) Finance
1 56 (11.86%) Social Skills
2 42 (8.90%) Public Sector
3 22 (4.66%) Law
4 17 (3.60%) Inclusion and Diversity
5 14 (2.97%) Retail
6 6 (1.27%) Banking
7 5 (1.06%) Social Housing
8 4 (0.85%) Health Technology
9 3 (0.64%) Billing
9 3 (0.64%) Documentation Skills
9 3 (0.64%) Military
10 2 (0.42%) Automotive
10 2 (0.42%) Influencing Skills
10 2 (0.42%) Manufacturing
10 2 (0.42%) Organisational Skills
10 2 (0.42%) Presentation Skills
10 2 (0.42%) Telecoms
11 1 (0.21%) Tech for Good
Libraries, Frameworks & Software Standards
1 56 (11.86%) PySpark
2 46 (9.75%) Kafka
3 10 (2.12%) gRPC
4 9 (1.91%) Apache NiFi
5 5 (1.06%) Node.js
6 4 (0.85%) JSON
7 3 (0.64%) EDI
7 3 (0.64%) REST
7 3 (0.64%) Spring
7 3 (0.64%) Spring Boot
8 2 (0.42%) ARM Templates
8 2 (0.42%) Pandas
8 2 (0.42%) RESTful
8 2 (0.42%) XML
9 1 (0.21%) Akka
9 1 (0.21%) Apache Beam
9 1 (0.21%) Playwright
9 1 (0.21%) PyTorch
9 1 (0.21%) RabbitMQ
9 1 (0.21%) YAML
Miscellaneous
1 24 (5.08%) Cloud Native
2 16 (3.39%) Data Structures
3 14 (2.97%) Greenfield Project
4 12 (2.54%) Distributed Systems
5 11 (2.33%) Over-the-Top Content
5 11 (2.33%) Video\Live Streaming
6 8 (1.69%) Onboarding
7 6 (1.27%) Anti-Piracy
7 6 (1.27%) Self-Motivation
7 6 (1.27%) Social Media
8 5 (1.06%) Distributed Architecture
8 5 (1.06%) Legacy Systems
9 4 (0.85%) Blog
9 4 (0.85%) Client/Server
9 4 (0.85%) Distributed Computing
9 4 (0.85%) Housing Association
9 4 (0.85%) Product Ownership
9 4 (0.85%) Reference Data
9 4 (0.85%) Virtual Team
10 3 (0.64%) NHS
Operating Systems
1 7 (1.48%) Linux
Processes & Methodologies
1 186 (39.41%) Data Pipeline
2 173 (36.65%) Data Engineering
3 171 (36.23%) Analytics
4 151 (31.99%) Data Modelling
5 134 (28.39%) ETL
6 113 (23.94%) CI/CD
7 95 (20.13%) Business Intelligence
8 90 (19.07%) Data Architecture
9 81 (17.16%) AI
10 74 (15.68%) Decision-Making
11 70 (14.83%) Problem-Solving
12 66 (13.98%) Data Governance
13 56 (11.86%) DevOps
13 56 (11.86%) Mentoring
13 56 (11.86%) Platform Engineering
14 53 (11.23%) Agile
14 53 (11.23%) Machine Learning
15 52 (11.02%) Data Science
16 44 (9.32%) Data Strategy
17 42 (8.90%) Data Integration
Programming Languages
1 212 (44.92%) SQL
2 205 (43.43%) Python
3 24 (5.08%) Java
4 23 (4.87%) Scala
5 14 (2.97%) PowerShell
6 10 (2.12%) Go
7 9 (1.91%) Bash
8 8 (1.69%) C#
8 8 (1.69%) C++
8 8 (1.69%) Groovy
8 8 (1.69%) T-SQL
9 5 (1.06%) Kusto Query Language
10 4 (0.85%) Data Analysis Expressions
11 3 (0.64%) VBA
12 2 (0.42%) Bicep
12 2 (0.42%) JavaScript
12 2 (0.42%) R
13 1 (0.21%) TypeScript
Qualifications
1 62 (13.14%) Security Cleared
2 42 (8.90%) SC Cleared
3 18 (3.81%) Degree
4 17 (3.60%) DV Cleared
5 7 (1.48%) Azure Certification
5 7 (1.48%) Computer Science Degree
6 3 (0.64%) BPSS Clearance
6 3 (0.64%) CITP
6 3 (0.64%) Master's Degree
7 1 (0.21%) CISM
7 1 (0.21%) CISSP
7 1 (0.21%) MCT
7 1 (0.21%) Microsoft Certification
7 1 (0.21%) SnowPro
Quality Assurance & Compliance
1 129 (27.33%) Data Quality
2 20 (4.24%) GDPR
3 12 (2.54%) SLA
4 6 (1.27%) QA
5 2 (0.42%) Accessibility
6 1 (0.21%) HIPAA
6 1 (0.21%) ISO/IEC 27001
6 1 (0.21%) PCI DSS
6 1 (0.21%) SOC 2
System Software
1 23 (4.87%) Docker
Systems Management
1 47 (9.96%) Terraform
2 8 (1.69%) Kubernetes
3 7 (1.48%) Grafana
4 4 (0.85%) Ansible
5 3 (0.64%) Packer
6 2 (0.42%) CASB
6 2 (0.42%) Prometheus
Vendors
1 96 (20.34%) Databricks
2 84 (17.80%) Microsoft
3 15 (3.18%) Oracle
4 11 (2.33%) Google
4 11 (2.33%) Informatica
5 10 (2.12%) Typelevel
6 7 (1.48%) Salesforce
7 5 (1.06%) Foundry
8 3 (0.64%) Palantir
8 3 (0.64%) Planon
8 3 (0.64%) SAP
9 1 (0.21%) Alteryx
9 1 (0.21%) OpenAI
9 1 (0.21%) Talend