Data Engineer Contracts with Hybrid/Remote/WFH Options

Data Engineer
UK > Work from Home

The median Data Engineer daily rate for remote or hybrid work is £475, according to job vacancies posted in the 6 months leading up to 8 August 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
8 Aug 2025
Same period 2024 Same period 2023
Rank 106 81 94
Rank change year-on-year -25 +13 +10
Contract jobs requiring a Data Engineer 244 347 519
As % of all contract jobs with a WFH option 2.41% 2.66% 2.35%
As % of the Job Titles category 2.57% 2.84% 2.48%
Number of daily rates quoted 178 262 396
10th Percentile £366 £351 £413
25th Percentile £413 £435 £475
Median daily rate (50th Percentile) £475 £500 £550
Median % change year-on-year -5.00% -9.09% -
75th Percentile £573 £600 £650
90th Percentile £675 £738 £730
UK median daily rate £500 £520 £550
% change year-on-year -3.85% -5.45% -
Number of hourly rates quoted 1 1 6
10th Percentile - - £62.00
25th Percentile - £66.25 £65.56
Median hourly rate £18.22 £67.50 £77.50
Median % change year-on-year -73.01% -12.90% +20.60%
75th Percentile - £68.75 £81.56
90th Percentile - - £86.25
UK median hourly rate £52.50 £75.00 £71.25
% change year-on-year -30.00% +5.26% +42.50%

All Contract IT Job Vacancies
Work from Home

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies with WFH or hybrid 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 contract jobs in our overall sample.

Contract vacancies in Work from Home with a recognized job title 9,481 12,216 20,930
% of contract IT jobs with a recognized job title 93.77% 93.53% 94.90%
Number of daily rates quoted 6,300 8,212 14,763
10th Percentile £325 £325 £350
25th Percentile £413 £420 £431
Median daily rate (50th Percentile) £513 £525 £530
Median % change year-on-year -2.38% -0.94% -1.40%
75th Percentile £625 £638 £650
90th Percentile £750 £750 £750
UK median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -0.93%
Number of hourly rates quoted 293 378 496
10th Percentile £12.70 £16.96 £16.98
25th Percentile £16.50 £28.31 £24.70
Median hourly rate £34.48 £45.00 £50.00
Median % change year-on-year -23.38% -10.00% +11.11%
75th Percentile £65.00 £66.61 £66.94
90th Percentile £70.16 £75.00 £78.75
UK median hourly rate £25.15 £43.00 £42.75
% change year-on-year -41.51% +0.58% +66.47%

Data Engineer
Trend for Jobs with a WFH Option

Job vacancies with remote working options which featured Data Engineer in the job title as a proportion of all IT jobs advertised.

Data Engineer trend for jobs with Hybrid/Remote/WFH options

Data Engineer
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Data Engineer.

Data Engineer daily rate for jobs with a WFH option

Data Engineer
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Data Engineer over the 6 months to 8 August 2025.

Data Engineer daily rate histogram for jobs with a WFH option

Data Engineer
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with remote working options citing Data Engineer.

Data Engineer hourly rate for jobs with a WFH option

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities in Job Vacancies with WFH Options

For the 6 months to 8 August 2025, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract jobs with a WFH option featuring Data Engineer in the job title.

1 151 (61.89%) SQL
2 139 (56.97%) Python
3 117 (47.95%) Azure
4 106 (43.44%) ETL
5 95 (38.93%) Data Engineering
6 94 (38.52%) Data Pipeline
7 84 (34.43%) Data Modelling
8 82 (33.61%) AWS
9 69 (28.28%) Databricks
10 60 (24.59%) Analytics
11 58 (23.77%) Data Quality
12 56 (22.95%) Data Warehouse
13 55 (22.54%) Azure Data Factory
14 52 (21.31%) Social Skills
14 52 (21.31%) CI/CD
15 51 (20.90%) Business Intelligence
16 50 (20.49%) DevOps
17 49 (20.08%) Power Platform
17 49 (20.08%) Finance
18 47 (19.26%) Power BI
19 45 (18.44%) PySpark
20 44 (18.03%) Security Cleared
21 41 (16.80%) Apache Airflow
22 40 (16.39%) Analytical Skills
22 40 (16.39%) Snowflake
23 39 (15.98%) Azure Synapse Analytics
23 39 (15.98%) SC Cleared
23 39 (15.98%) Agile
24 38 (15.57%) Problem-Solving
25 35 (14.34%) Data Lake

Data Engineer Skill Set
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 41 (16.80%) Apache Airflow
2 22 (9.02%) Apache Spark
3 16 (6.56%) Apache
4 5 (2.05%) SharePoint
5 3 (1.23%) Confluence
6 2 (0.82%) ArcGIS
6 2 (0.82%) SAS
7 1 (0.41%) Drupal
7 1 (0.41%) Jupyter
7 1 (0.41%) Luigi
Applications
1 5 (2.05%) Microsoft Excel
2 3 (1.23%) Microsoft Office
3 2 (0.82%) Microsoft PowerPoint
3 2 (0.82%) Windchill
4 1 (0.41%) Spreadsheet
Business Applications
1 3 (1.23%) Oracle EBS
2 2 (0.82%) Payment Gateway
3 1 (0.41%) Aladdin
3 1 (0.41%) Dynamics AX
3 1 (0.41%) Dynamics CRM
3 1 (0.41%) NetSuite
Cloud Services
1 117 (47.95%) Azure
2 82 (33.61%) AWS
3 55 (22.54%) Azure Data Factory
4 49 (20.08%) Power Platform
5 40 (16.39%) Snowflake
6 39 (15.98%) Azure Synapse Analytics
7 35 (14.34%) dbt
8 27 (11.07%) GCP
9 18 (7.38%) Azure DevOps
10 17 (6.97%) Amazon S3
11 15 (6.15%) Serverless
12 13 (5.33%) AWS Lambda
13 12 (4.92%) GitHub
14 7 (2.87%) Microsoft Purview
15 6 (2.46%) Amazon ECS
15 6 (2.46%) Collibra
16 5 (2.05%) Amazon Kinesis
16 5 (2.05%) Azure Stack
16 5 (2.05%) GitHub Actions
16 5 (2.05%) Microsoft 365
Communications & Networking
1 3 (1.23%) BGP
1 3 (1.23%) DNS
1 3 (1.23%) SSH
2 2 (0.82%) Cisco ISE
2 2 (0.82%) Cisco Nexus
2 2 (0.82%) DHCP
2 2 (0.82%) EIGRP
2 2 (0.82%) LAN
2 2 (0.82%) OSPF
2 2 (0.82%) SSL
2 2 (0.82%) TCP/IP
2 2 (0.82%) VXLAN
2 2 (0.82%) WAN
2 2 (0.82%) Wireless
3 1 (0.41%) DMZ
3 1 (0.41%) Multicast
3 1 (0.41%) Network Security
3 1 (0.41%) VPN
Database & Business Intelligence
1 56 (22.95%) Data Warehouse
2 47 (19.26%) Power BI
3 35 (14.34%) Data Lake
4 16 (6.56%) SQL Server
5 13 (5.33%) Azure SQL Database
5 13 (5.33%) Big Data
5 13 (5.33%) Delta Lake
6 12 (4.92%) PostgreSQL
6 12 (4.92%) Relational Database
7 11 (4.51%) Amazon Athena
7 11 (4.51%) Amazon Redshift
7 11 (4.51%) NoSQL
7 11 (4.51%) Tableau
8 10 (4.10%) Hadoop
9 9 (3.69%) Metadata
10 8 (3.28%) BigQuery
10 8 (3.28%) Dremio
10 8 (3.28%) Snowflake Schema
11 7 (2.87%) Apache Iceberg
12 6 (2.46%) Flink
Development Applications
1 14 (5.74%) Git
2 8 (3.28%) JIRA
3 7 (2.87%) Jenkins
4 4 (1.64%) Artifactory
4 4 (1.64%) GitLab
5 3 (1.23%) MLflow
5 3 (1.23%) Visual Studio
6 2 (0.82%) Poetry
6 2 (0.82%) PyCharm
6 2 (0.82%) SonarQube
6 2 (0.82%) SQL Server Management Studio (SSMS)
6 2 (0.82%) Terragrunt
6 2 (0.82%) Visual Studio Code
7 1 (0.41%) Atlassian Bamboo
7 1 (0.41%) Bitbucket
7 1 (0.41%) RStudio
7 1 (0.41%) Sonatype Nexus
General
1 52 (21.31%) Social Skills
2 49 (20.08%) Finance
3 40 (16.39%) Analytical Skills
4 23 (9.43%) Public Sector
5 17 (6.97%) Banking
6 10 (4.10%) Inclusion and Diversity
7 6 (2.46%) Front Office
8 5 (2.05%) Telecoms
9 4 (1.64%) Local Government
9 4 (1.64%) Retail
10 3 (1.23%) Marketing
10 3 (1.23%) Tech for Good
11 2 (0.82%) Documentation Skills
11 2 (0.82%) Investment Banking
11 2 (0.82%) Manufacturing
11 2 (0.82%) Pharmaceutical
11 2 (0.82%) Presentation Skills
12 1 (0.41%) Advertising
12 1 (0.41%) Aerospace
12 1 (0.41%) Financial Institution
Libraries, Frameworks & Software Standards
1 45 (18.44%) PySpark
2 23 (9.43%) Kafka
3 9 (3.69%) JSON
4 8 (3.28%) Pandas
5 5 (2.05%) NumPy
5 5 (2.05%) XML
6 4 (1.64%) J2EE
6 4 (1.64%) REST
7 3 (1.23%) Flask
7 3 (1.23%) Jinja
7 3 (1.23%) Plotly
7 3 (1.23%) React
7 3 (1.23%) RESTful
8 2 (0.82%) Apache Avro
8 2 (0.82%) Apache Beam
8 2 (0.82%) Elastic Stack
8 2 (0.82%) FastAPI
8 2 (0.82%) SciPy
8 2 (0.82%) Spark Streaming
9 1 (0.41%) ASP.NET MVC
Miscellaneous
1 12 (4.92%) Legacy Systems
2 8 (3.28%) Cloud Native
3 5 (2.05%) Data Structures
3 5 (2.05%) Product Ownership
3 5 (2.05%) Self-Motivation
4 4 (1.64%) Data Protection Act
5 3 (1.23%) Data Centre
5 3 (1.23%) Reference Data
5 3 (1.23%) Renewable Energy
6 2 (0.82%) Data Fabric
6 2 (0.82%) Distributed Computing
6 2 (0.82%) Distributed Systems
6 2 (0.82%) Team-Oriented Environment
7 1 (0.41%) Blockchain
7 1 (0.41%) Legacy Applications
7 1 (0.41%) Linux Command Line
7 1 (0.41%) Onboarding
7 1 (0.41%) Reinsurance
7 1 (0.41%) Smart City
7 1 (0.41%) Virtual Team
Operating Systems
1 11 (4.51%) Linux
2 3 (1.23%) Unix
3 1 (0.41%) Red Hat Enterprise Linux
Processes & Methodologies
1 106 (43.44%) ETL
2 95 (38.93%) Data Engineering
3 94 (38.52%) Data Pipeline
4 84 (34.43%) Data Modelling
5 60 (24.59%) Analytics
6 52 (21.31%) CI/CD
7 51 (20.90%) Business Intelligence
8 50 (20.49%) DevOps
9 39 (15.98%) Agile
10 38 (15.57%) Problem-Solving
11 35 (14.34%) Data Science
12 34 (13.93%) Data Governance
13 32 (13.11%) Data Ingestion
14 31 (12.70%) Migration
14 31 (12.70%) Visualisation
15 28 (11.48%) Data Integration
16 27 (11.07%) Data Transformation
17 24 (9.84%) Artificial Intelligence
17 24 (9.84%) Machine Learning
18 23 (9.43%) Validation
Programming Languages
1 151 (61.89%) SQL
2 139 (56.97%) Python
3 18 (7.38%) Java
4 14 (5.74%) Scala
5 8 (3.28%) C#
6 4 (1.64%) Bash
6 4 (1.64%) Go
6 4 (1.64%) PL/SQL
6 4 (1.64%) T-SQL
7 3 (1.23%) JavaScript
7 3 (1.23%) Shell Script
8 2 (0.82%) Data Analysis Expressions
8 2 (0.82%) Groovy
9 1 (0.41%) Formula Language
9 1 (0.41%) PowerShell
9 1 (0.41%) R
Qualifications
1 44 (18.03%) Security Cleared
2 39 (15.98%) SC Cleared
3 9 (3.69%) Degree
4 5 (2.05%) Computer Science Degree
5 3 (1.23%) BPSS Clearance
6 2 (0.82%) AWS Certification
6 2 (0.82%) AWS Certified Solutions Architect
6 2 (0.82%) Azure Certification
6 2 (0.82%) Microsoft Certification
7 1 (0.41%) Cisco Certification
7 1 (0.41%) ITIL Certification
7 1 (0.41%) Master's Degree
7 1 (0.41%) MCPD
7 1 (0.41%) MCSD
7 1 (0.41%) SnowPro
Quality Assurance & Compliance
1 58 (23.77%) Data Quality
2 8 (3.28%) GDPR
3 6 (2.46%) Accessibility
4 4 (1.64%) QA
System Software
1 21 (8.61%) Docker
2 1 (0.41%) Active Directory
2 1 (0.41%) Veritas Cluster Server
Systems Management
1 29 (11.89%) Terraform
2 18 (7.38%) Kubernetes
3 2 (0.82%) Argo
3 2 (0.82%) Istio
3 2 (0.82%) NetBackup
4 1 (0.41%) Ansible
4 1 (0.41%) Puppet
Vendors
1 69 (28.28%) Databricks
2 28 (11.48%) Microsoft
3 19 (7.79%) Oracle
4 8 (3.28%) Informatica
5 6 (2.46%) Commvault
5 6 (2.46%) Foundry
5 6 (2.46%) Google
5 6 (2.46%) Palantir
6 4 (1.64%) Red Hat
6 4 (1.64%) Salesforce
6 4 (1.64%) SAP
7 3 (1.23%) Cisco
7 3 (1.23%) Talend
7 3 (1.23%) Teradata
8 2 (0.82%) Aruba
8 2 (0.82%) Cloudera
8 2 (0.82%) MicroStrategy
8 2 (0.82%) Qualtrics
8 2 (0.82%) ServiceNow
8 2 (0.82%) Veritas