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 £500, according to job vacancies posted in the 6 months leading up to 1 May 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
1 May 2025
Same period 2024 Same period 2023
Rank 75 106 91
Rank change year-on-year +31 -15 -6
Contract jobs requiring a Data Engineer 313 326 656
As % of all contract jobs with a WFH option 3.16% 2.12% 2.54%
As % of the Job Titles category 3.37% 2.27% 2.66%
Number of daily rates quoted 234 267 489
10th Percentile £364 £350 £425
25th Percentile £425 £450 £475
Median daily rate (50th Percentile) £500 £518 £550
Median % change year-on-year -3.45% -5.84% -
75th Percentile £650 £625 £650
90th Percentile £838 £700 £738
UK median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 4 3 6
10th Percentile £32.25 £49.44 £39.75
25th Percentile £53.31 £53.46 £48.13
Median hourly rate £65.00 £62.36 £64.00
Median % change year-on-year +4.24% -2.57% +96.32%
75th Percentile £72.19 £66.64 £78.38
90th Percentile £85.13 £67.91 £86.25
UK median hourly rate £58.75 £65.00 £64.00
% change year-on-year -9.62% +1.56% +41.91%

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 9,288 14,354 24,650
% of contract IT jobs with a recognized job title 93.77% 93.54% 95.33%
Number of daily rates quoted 6,350 9,595 17,415
10th Percentile £337 £325 £360
25th Percentile £414 £425 £444
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.69% +2.76%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £515 £525 £540
% change year-on-year -1.90% -2.78% +2.86%
Number of hourly rates quoted 228 579 565
10th Percentile £14.00 £14.38 £18.50
25th Percentile £18.19 £23.39 £26.00
Median hourly rate £38.00 £44.74 £55.00
Median % change year-on-year -15.06% -18.65% +57.14%
75th Percentile £66.00 £63.00 £68.75
90th Percentile £75.00 £75.25 £80.25
UK median hourly rate £29.00 £36.42 £45.00
% change year-on-year -20.37% -19.07% +91.49%

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 1 May 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
Hourly Rate Histogram for Jobs with a WFH Option

Hourly rate distribution for jobs with remote working options citing Data Engineer over the 6 months to 1 May 2025.

Data Engineer hourly rate histogram 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 1 May 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.

1 188 (60.06%) Python
2 164 (52.40%) SQL
3 141 (45.05%) AWS
4 124 (39.62%) Azure
5 117 (37.38%) Data Engineering
6 107 (34.19%) ETL
7 94 (30.03%) Analytics
7 94 (30.03%) Data Pipeline
8 86 (27.48%) Finance
9 83 (26.52%) PySpark
10 81 (25.88%) CI/CD
11 79 (25.24%) Data Modelling
12 70 (22.36%) Agile
13 68 (21.73%) Databricks
14 66 (21.09%) Apache Airflow
14 66 (21.09%) DevOps
15 63 (20.13%) dbt
16 62 (19.81%) Data Warehouse
17 57 (18.21%) Data Quality
18 55 (17.57%) Security Cleared
19 52 (16.61%) Power Platform
19 52 (16.61%) Power BI
19 52 (16.61%) Java
20 51 (16.29%) SC Cleared
20 51 (16.29%) Terraform
21 50 (15.97%) Kafka
22 49 (15.65%) Business Intelligence
22 49 (15.65%) Data Lake
22 49 (15.65%) Analytical Skills
23 48 (15.34%) Amazon Athena

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 66 (21.09%) Apache Airflow
2 44 (14.06%) Apache
2 44 (14.06%) Apache Spark
3 5 (1.60%) Confluence
4 2 (0.64%) ArcGIS
4 2 (0.64%) IBM Domino
4 2 (0.64%) Jupyter
4 2 (0.64%) SAS
5 1 (0.32%) Drupal
5 1 (0.32%) Luigi
5 1 (0.32%) SharePoint
Applications
1 3 (0.96%) Microsoft Excel
1 3 (0.96%) Microsoft Office
2 1 (0.32%) Spreadsheet
Business Applications
1 3 (0.96%) Oracle EBS
2 1 (0.32%) Payment Gateway
2 1 (0.32%) Sparx Enterprise Architect
Cloud Services
1 141 (45.05%) AWS
2 124 (39.62%) Azure
3 63 (20.13%) dbt
4 52 (16.61%) Power Platform
5 46 (14.70%) Serverless
6 45 (14.38%) AWS Lambda
7 43 (13.74%) Snowflake
8 42 (13.42%) Azure Data Factory
9 39 (12.46%) GCP
10 30 (9.58%) Amazon ECS
10 30 (9.58%) OpenShift
11 26 (8.31%) Amazon S3
12 25 (7.99%) Azure Synapse Analytics
13 15 (4.79%) GitHub
14 14 (4.47%) Azure DevOps
15 10 (3.19%) Dagster
16 9 (2.88%) Azure Machine Learning
17 8 (2.56%) Amazon EMR
18 6 (1.92%) AWS CloudFormation
18 6 (1.92%) Power Automate
Communications & Networking
1 3 (0.96%) BGP
2 2 (0.64%) Cisco ISE
2 2 (0.64%) Cisco Nexus
2 2 (0.64%) DHCP
2 2 (0.64%) EIGRP
2 2 (0.64%) LAN
2 2 (0.64%) OSPF
2 2 (0.64%) VXLAN
2 2 (0.64%) WAN
2 2 (0.64%) Wireless
3 1 (0.32%) DMZ
3 1 (0.32%) DNS
3 1 (0.32%) Multicast
3 1 (0.32%) Network Security
3 1 (0.32%) SMS
3 1 (0.32%) SSH
3 1 (0.32%) VPN
Database & Business Intelligence
1 62 (19.81%) Data Warehouse
2 52 (16.61%) Power BI
3 49 (15.65%) Data Lake
4 48 (15.34%) Amazon Athena
5 39 (12.46%) Apache Iceberg
5 39 (12.46%) Dremio
6 28 (8.95%) Apache Arrow
6 28 (8.95%) Apache Ignite
7 22 (7.03%) Amazon Redshift
8 17 (5.43%) PostgreSQL
9 14 (4.47%) Amazon RDS
9 14 (4.47%) Big Data
9 14 (4.47%) BigQuery
9 14 (4.47%) SQL Server
10 13 (4.15%) SQL Server Integration Services
11 12 (3.83%) Relational Database
12 10 (3.19%) NoSQL
12 10 (3.19%) Tableau
13 9 (2.88%) Azure SQL Database
14 8 (2.56%) Metadata
Development Applications
1 28 (8.95%) Artifactory
2 11 (3.51%) GitLab
2 11 (3.51%) JIRA
3 8 (2.56%) Git
4 6 (1.92%) Jenkins
5 4 (1.28%) Bitbucket
6 3 (0.96%) Atlassian Bamboo
6 3 (0.96%) Visual Studio
7 2 (0.64%) Flyway
7 2 (0.64%) Liquibase
7 2 (0.64%) MLflow
7 2 (0.64%) SQL Server Management Studio (SSMS)
7 2 (0.64%) Terragrunt
8 1 (0.32%) RStudio
General
1 86 (27.48%) Finance
2 49 (15.65%) Analytical Skills
3 39 (12.46%) Social Skills
4 37 (11.82%) Front Office
5 32 (10.22%) Public Sector
6 24 (7.67%) Banking
7 8 (2.56%) Retail
8 6 (1.92%) Local Government
9 5 (1.60%) Inclusion and Diversity
9 5 (1.60%) Pharmaceutical
9 5 (1.60%) Tech for Good
10 4 (1.28%) Documentation Skills
11 3 (0.96%) Corporate Banking
11 3 (0.96%) Investment Banking
11 3 (0.96%) Manufacturing
11 3 (0.96%) Retail Banking
12 2 (0.64%) Automotive
12 2 (0.64%) Games
12 2 (0.64%) Law
12 2 (0.64%) Marketing
Libraries, Frameworks & Software Standards
1 83 (26.52%) PySpark
2 50 (15.97%) Kafka
3 28 (8.95%) J2EE
4 16 (5.11%) Pandas
5 11 (3.51%) NumPy
6 10 (3.19%) REST
7 9 (2.88%) SciPy
8 8 (2.56%) Plotly
8 8 (2.56%) React
9 7 (2.24%) JSON
10 4 (1.28%) FHIR
11 3 (0.96%) AWS CDK
11 3 (0.96%) pytest
12 2 (0.64%) Apache Beam
12 2 (0.64%) Jinja
12 2 (0.64%) PostGIS
12 2 (0.64%) scikit-learn
12 2 (0.64%) Spark Streaming
12 2 (0.64%) Spring Boot
12 2 (0.64%) TensorFlow
Miscellaneous
1 12 (3.83%) Legacy Systems
2 7 (2.24%) Cloud Native
2 7 (2.24%) Data Structures
3 6 (1.92%) Renewable Energy
4 5 (1.60%) Data Protection Act
4 5 (1.60%) Distributed Systems
4 5 (1.60%) Greenfield Project
5 3 (0.96%) Data Centre
6 2 (0.64%) Distributed Computing
6 2 (0.64%) Life Science
6 2 (0.64%) Mobile App
6 2 (0.64%) Product Ownership
6 2 (0.64%) Reference Data
6 2 (0.64%) Self-Motivation
7 1 (0.32%) Derivative
7 1 (0.32%) Linux Command Line
7 1 (0.32%) NHS
7 1 (0.32%) N-Tier
7 1 (0.32%) Sports Betting
7 1 (0.32%) Team-Oriented Environment
Operating Systems
1 8 (2.56%) Linux
2 5 (1.60%) Unix
3 1 (0.32%) Red Hat Enterprise Linux
Processes & Methodologies
1 117 (37.38%) Data Engineering
2 107 (34.19%) ETL
3 94 (30.03%) Analytics
3 94 (30.03%) Data Pipeline
4 81 (25.88%) CI/CD
5 79 (25.24%) Data Modelling
6 70 (22.36%) Agile
7 66 (21.09%) DevOps
8 49 (15.65%) Business Intelligence
9 45 (14.38%) Software Engineering
10 43 (13.74%) Migration
11 39 (12.46%) Asset Management
12 36 (11.50%) Data Governance
12 36 (11.50%) Data Science
13 35 (11.18%) Data Transformation
14 34 (10.86%) Data Integration
15 32 (10.22%) Problem-Solving
16 31 (9.90%) Open Source
17 29 (9.27%) Machine Learning
18 28 (8.95%) Visualisation
Programming Languages
1 188 (60.06%) Python
2 164 (52.40%) SQL
3 52 (16.61%) Java
4 28 (8.95%) Go
5 13 (4.15%) Scala
6 9 (2.88%) PL/SQL
6 9 (2.88%) T-SQL
7 8 (2.56%) JavaScript
8 4 (1.28%) C#
8 4 (1.28%) Data Analysis Expressions
8 4 (1.28%) Shell Script
9 3 (0.96%) Bash
10 2 (0.64%) PowerShell
10 2 (0.64%) R
10 2 (0.64%) Ruby
11 1 (0.32%) ANSI SQL
11 1 (0.32%) Formula Language
11 1 (0.32%) HiveQL
11 1 (0.32%) Kusto Query Language
Qualifications
1 55 (17.57%) Security Cleared
2 51 (16.29%) SC Cleared
3 9 (2.88%) Degree
4 6 (1.92%) AWS Certification
4 6 (1.92%) Computer Science Degree
5 5 (1.60%) Microsoft Certification
6 4 (1.28%) Azure Certification
7 3 (0.96%) AWS Certified Solutions Architect
8 2 (0.64%) DV Cleared
8 2 (0.64%) Master's Degree
9 1 (0.32%) BPSS Clearance
9 1 (0.32%) Cisco Certification
9 1 (0.32%) ITIL Certification
9 1 (0.32%) MCPD
9 1 (0.32%) MCSD
9 1 (0.32%) SnowPro
Quality Assurance & Compliance
1 57 (18.21%) Data Quality
2 7 (2.24%) GDPR
3 6 (1.92%) Accessibility
3 6 (1.92%) QA
4 1 (0.32%) Disclosure Scotland
4 1 (0.32%) HIPAA
4 1 (0.32%) SLA
System Software
1 47 (15.02%) Docker
2 1 (0.32%) HDFS
2 1 (0.32%) Veritas Cluster Server
2 1 (0.32%) Virtual Machines
Systems Management
1 51 (16.29%) Terraform
2 40 (12.78%) Kubernetes
3 3 (0.96%) Grafana
4 2 (0.64%) Ansible
4 2 (0.64%) Kubeflow
5 1 (0.32%) NetBackup
5 1 (0.32%) Oozie
5 1 (0.32%) Puppet
Vendors
1 68 (21.73%) Databricks
2 33 (10.54%) Microsoft
3 19 (6.07%) Oracle
4 15 (4.79%) Google
5 7 (2.24%) Informatica
6 5 (1.60%) Commvault
6 5 (1.60%) SAP
7 4 (1.28%) Cloudera
7 4 (1.28%) Palantir
8 3 (0.96%) Atlassian
8 3 (0.96%) Cisco
8 3 (0.96%) Foundry
8 3 (0.96%) IBM
8 3 (0.96%) New Relic
8 3 (0.96%) Salesforce
8 3 (0.96%) Talend
9 2 (0.64%) Alteryx
9 2 (0.64%) Aruba
9 2 (0.64%) MicroStrategy
9 2 (0.64%) Splunk