Data Engineer Contracts

Data Engineer
UK

The median Data Engineer daily rate in the UK is £500, according to job vacancies posted in the 6 months leading up to 6 July 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
6 Jul 2025
Same period 2024 Same period 2023
Rank 110 99 124
Rank change year-on-year -11 +25 -4
Contract jobs requiring a Data Engineer 770 989 1,202
As % of all contract jobs advertised in the UK 2.42% 2.28% 2.12%
As % of the Job Titles category 2.63% 2.46% 2.24%
Number of daily rates quoted 559 748 920
10th Percentile £363 £234 £413
25th Percentile £425 £413 £475
Median daily rate (50th Percentile) £500 £500 £550
Median % change year-on-year - -9.09% -
75th Percentile £578 £600 £650
90th Percentile £700 £688 £725
UK excluding London median daily rate £463 £450 £525
% change year-on-year +2.78% -14.29% -
Number of hourly rates quoted 11 40 8
10th Percentile £18.22 £31.25 £57.09
25th Percentile £46.75 £48.63 £62.00
Median hourly rate £52.50 £66.25 £71.25
Median % change year-on-year -20.75% -7.02% +52.31%
75th Percentile £78.10 £80.00 £79.69
90th Percentile £80.00 - £84.75
UK excluding London median hourly rate £48.46 £75.00 £49.00
% change year-on-year -35.39% +53.06% +2.94%

All Contract IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. 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 the UK with a recognized job title 29,294 40,276 53,656
% of contract IT jobs with a recognized job title 91.97% 93.01% 94.48%
Number of daily rates quoted 18,671 25,908 37,253
10th Percentile £287 £285 £313
25th Percentile £400 £409 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.33% +1.13%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £493 £500
% change year-on-year -3.65% -1.40% +4.17%
Number of hourly rates quoted 1,326 2,804 1,565
10th Percentile £13.75 £12.86 £14.25
25th Percentile £17.36 £16.65 £19.00
Median hourly rate £26.45 £37.50 £43.63
Median % change year-on-year -29.47% -14.05% +74.52%
75th Percentile £55.25 £62.96 £65.00
90th Percentile £73.25 £74.00 £77.00
UK excluding London median hourly rate £25.15 £40.00 £40.00
% change year-on-year -37.13% - +100.00%

Data Engineer
Job Vacancy Trend

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Engineer in the UK

Data Engineer
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Engineer.

Daily rate trend for Data Engineer in the UK

Data Engineer
Daily Rate Histogram

Daily rate distribution for jobs citing Data Engineer over the 6 months to 6 July 2025.

Daily rate histogram for Data Engineer in the UK

Data Engineer
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Engineer.

Hourly rate trend for Data Engineer in the UK

Data Engineer
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Engineer over the 6 months to 6 July 2025.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Engineer within the UK over the 6 months to 6 July 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -5 673 £500 -3.85% 1,877
London -3 419 £525 -4.55% 928
Work from Home -4 282 £488 -2.50% 965
UK excluding London -7 259 £463 +2.78% 1,103
North of England +5 84 £475 +2.70% 335
Midlands +22 56 £450 +5.88% 161
North West +11 51 £475 +15.15% 172
West Midlands +13 40 £460 +2.22% 87
South East +27 37 £425 -9.33% 203
South West +8 36 £500 -4.76% 168
Scotland +4 32 £469 +3.48% 72
Yorkshire +1 27 £475 -2.06% 116
East Midlands +2 14 £410 +2.50% 73
East of England +2 13 £318 +71.89% 93
North East - 7 £438 - 47
Wales -4 3 £435 -13.00% 45
Northern Ireland -15 2 £500 +185.71% 30

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 6 July 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 job ads featuring Data Engineer in the job title.

1 461 (59.87%) Python
2 432 (56.10%) SQL
3 303 (39.35%) Data Pipeline
4 300 (38.96%) AWS
5 290 (37.66%) Azure
6 289 (37.53%) ETL
7 275 (35.71%) Data Engineering
8 217 (28.18%) Data Modelling
9 209 (27.14%) Analytics
10 194 (25.19%) Security Cleared
11 180 (23.38%) Databricks
12 170 (22.08%) Data Warehouse
13 165 (21.43%) SC Cleared
14 160 (20.78%) CI/CD
15 157 (20.39%) Social Skills
16 153 (19.87%) Data Quality
17 149 (19.35%) Finance
18 140 (18.18%) Problem-Solving
19 139 (18.05%) Agile
20 134 (17.40%) PySpark
20 134 (17.40%) Apache Airflow
21 123 (15.97%) DevOps
22 122 (15.84%) Azure Data Factory
23 117 (15.19%) Snowflake
24 116 (15.06%) Power Platform
25 113 (14.68%) Power BI
26 112 (14.55%) Business Intelligence
27 107 (13.90%) dbt
28 103 (13.38%) Analytical Skills
29 100 (12.99%) Visualisation

Data Engineer Skill Set
Co-occurring Skills and Capabilities 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
1 134 (17.40%) Apache Airflow
2 97 (12.60%) Apache Spark
3 91 (11.82%) Apache
4 12 (1.56%) Confluence
4 12 (1.56%) SharePoint
5 6 (0.78%) Jupyter
6 5 (0.65%) SAS
7 4 (0.52%) Luigi
8 3 (0.39%) Oracle Application Server
9 2 (0.26%) ArcGIS
9 2 (0.26%) Documentum
9 2 (0.26%) IBM Domino
9 2 (0.26%) Oracle Workflow
9 2 (0.26%) R Markdown
10 1 (0.13%) Drupal
10 1 (0.13%) IBM Notes
10 1 (0.13%) nginx
Applications
1 12 (1.56%) Microsoft Excel
2 4 (0.52%) Microsoft Office
3 2 (0.26%) Microsoft PowerPoint
3 2 (0.26%) Spreadsheet
3 2 (0.26%) Windchill
4 1 (0.13%) Adobe Captivate
4 1 (0.13%) AutoCAD
4 1 (0.13%) CATIA
Business Applications
1 7 (0.91%) Oracle EBS
2 5 (0.65%) SAP BPC
3 3 (0.39%) Payment Gateway
4 1 (0.13%) Dynamics AX
4 1 (0.13%) Dynamics CRM
4 1 (0.13%) Endur
4 1 (0.13%) NetSuite
4 1 (0.13%) Oracle ERP
4 1 (0.13%) Salesforce CRM
4 1 (0.13%) SAP CAR
4 1 (0.13%) SAP EWM
4 1 (0.13%) SAP Oil and Gas
Cloud Services
1 300 (38.96%) AWS
2 290 (37.66%) Azure
3 122 (15.84%) Azure Data Factory
4 117 (15.19%) Snowflake
5 116 (15.06%) Power Platform
6 107 (13.90%) dbt
7 89 (11.56%) GCP
8 78 (10.13%) Serverless
9 77 (10.00%) Azure Synapse Analytics
10 75 (9.74%) Amazon S3
11 69 (8.96%) AWS Lambda
12 40 (5.19%) GitHub
13 35 (4.55%) Azure DevOps
14 23 (2.99%) Amazon EC2
15 20 (2.60%) Amazon ECS
16 17 (2.21%) GitHub Actions
17 15 (1.95%) OpenShift
18 14 (1.82%) AWS Step Functions
18 14 (1.82%) Cloud Computing
19 13 (1.69%) Matillion
Communications & Networking
1 8 (1.04%) Structured Cabling
2 4 (0.52%) SSH
2 4 (0.52%) Wi-Fi
3 3 (0.39%) BGP
3 3 (0.39%) Internet
3 3 (0.39%) LAN
3 3 (0.39%) MQTT
3 3 (0.39%) WAN
3 3 (0.39%) Wireless
4 2 (0.26%) Cisco ISE
4 2 (0.26%) Cisco Nexus
4 2 (0.26%) DHCP
4 2 (0.26%) EIGRP
4 2 (0.26%) Firewall
4 2 (0.26%) Network Security
4 2 (0.26%) OSPF
4 2 (0.26%) VXLAN
5 1 (0.13%) DMZ
5 1 (0.13%) NGFW
5 1 (0.13%) SD-WAN
Database & Business Intelligence
1 170 (22.08%) Data Warehouse
2 113 (14.68%) Power BI
3 86 (11.17%) Data Lake
4 61 (7.92%) Big Data
5 57 (7.40%) Relational Database
6 56 (7.27%) SQL Server
7 52 (6.75%) Amazon Athena
8 45 (5.84%) NoSQL
9 41 (5.32%) Amazon Redshift
9 41 (5.32%) Tableau
10 38 (4.94%) BigQuery
11 36 (4.68%) Delta Lake
11 36 (4.68%) PostgreSQL
12 34 (4.42%) Azure SQL Database
12 34 (4.42%) Metadata
13 32 (4.16%) Hadoop
14 24 (3.12%) Amazon RDS
14 24 (3.12%) Apache Iceberg
15 21 (2.73%) Dremio
16 20 (2.60%) SQL Server Integration Services
Development Applications
1 52 (6.75%) Git
2 28 (3.64%) JIRA
3 19 (2.47%) GitLab
4 15 (1.95%) Artifactory
5 13 (1.69%) Jenkins
6 7 (0.91%) MLflow
7 5 (0.65%) Terragrunt
8 4 (0.52%) Bitbucket
8 4 (0.52%) RStudio
8 4 (0.52%) SQL Server Management Studio (SSMS)
8 4 (0.52%) Visual Studio
9 3 (0.39%) Atlassian Bamboo
10 2 (0.26%) DBeaver
10 2 (0.26%) SonarQube
10 2 (0.26%) Team Foundation Server
11 1 (0.13%) Flyway
11 1 (0.13%) Liquibase
11 1 (0.13%) Poetry
11 1 (0.13%) Postman
11 1 (0.13%) Visual Studio Code
General
1 157 (20.39%) Social Skills
2 149 (19.35%) Finance
3 103 (13.38%) Analytical Skills
4 68 (8.83%) Public Sector
5 50 (6.49%) Banking
6 19 (2.47%) Front Office
7 16 (2.08%) Retail
8 15 (1.95%) Investment Banking
9 12 (1.56%) Financial Institution
10 11 (1.43%) Retail Banking
10 11 (1.43%) Telecoms
11 10 (1.30%) Inclusion and Diversity
12 9 (1.17%) Marketing
13 8 (1.04%) Documentation Skills
14 7 (0.91%) Local Government
14 7 (0.91%) Organisational Skills
15 6 (0.78%) Pharmaceutical
15 6 (0.78%) Presentation Skills
16 5 (0.65%) Influencing Skills
16 5 (0.65%) Police
Libraries, Frameworks & Software Standards
1 134 (17.40%) PySpark
2 88 (11.43%) Kafka
3 20 (2.60%) Pandas
4 19 (2.47%) Apache NiFi
5 18 (2.34%) JSON
6 14 (1.82%) J2EE
7 13 (1.69%) REST
8 11 (1.43%) Jinja
8 11 (1.43%) YAML
9 10 (1.30%) pytest
10 9 (1.17%) React
10 9 (1.17%) Web Services
11 8 (1.04%) .NET
11 8 (1.04%) Plotly
12 7 (0.91%) NumPy
13 6 (0.78%) .NET Framework
13 6 (0.78%) ASP.NET
13 6 (0.78%) FastAPI
13 6 (0.78%) pydantic
13 6 (0.78%) RabbitMQ
Miscellaneous
1 27 (3.51%) Cloud Native
2 26 (3.38%) Legacy Systems
3 21 (2.73%) Data Structures
3 21 (2.73%) Onboarding
4 11 (1.43%) Algorithms
4 11 (1.43%) Distributed Computing
5 10 (1.30%) Data Protection Act
6 8 (1.04%) Product Ownership
6 8 (1.04%) Reference Data
6 8 (1.04%) Replication
7 7 (0.91%) Management Information System
7 7 (0.91%) Self-Motivation
8 6 (0.78%) Fibre Optics
8 6 (0.78%) Hybrid Cloud
8 6 (0.78%) Linux Command Line
9 5 (0.65%) Data Centre
9 5 (0.65%) Distributed Systems
9 5 (0.65%) N-Tier
9 5 (0.65%) Renewable Energy
10 4 (0.52%) Data Fabric
Operating Systems
1 24 (3.12%) Linux
2 15 (1.95%) Unix
3 3 (0.39%) Windows
4 2 (0.26%) Windows Server
4 2 (0.26%) Windows Server 2003
5 1 (0.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 303 (39.35%) Data Pipeline
2 289 (37.53%) ETL
3 275 (35.71%) Data Engineering
4 217 (28.18%) Data Modelling
5 209 (27.14%) Analytics
6 160 (20.78%) CI/CD
7 140 (18.18%) Problem-Solving
8 139 (18.05%) Agile
9 123 (15.97%) DevOps
10 112 (14.55%) Business Intelligence
11 100 (12.99%) Visualisation
12 92 (11.95%) Data Governance
13 91 (11.82%) Data Science
14 89 (11.56%) Data Integration
15 85 (11.04%) Data Ingestion
15 85 (11.04%) Migration
16 80 (10.39%) Data Transformation
17 67 (8.70%) Decision-Making
18 63 (8.18%) Machine Learning
19 62 (8.05%) Artificial Intelligence
Programming Languages
1 461 (59.87%) Python
2 432 (56.10%) SQL
3 76 (9.87%) Java
4 50 (6.49%) Scala
5 17 (2.21%) PL/SQL
6 16 (2.08%) T-SQL
7 15 (1.95%) C#
8 14 (1.82%) Bash
8 14 (1.82%) Go
9 13 (1.69%) JavaScript
10 11 (1.43%) R
10 11 (1.43%) Shell Script
11 9 (1.17%) Data Analysis Expressions
12 4 (0.52%) PowerShell
12 4 (0.52%) TypeScript
13 3 (0.39%) SPARQL
14 2 (0.26%) C++
14 2 (0.26%) SAS Macro
15 1 (0.13%) VB.NET
15 1 (0.13%) VBA
Qualifications
1 194 (25.19%) Security Cleared
2 165 (21.43%) SC Cleared
3 47 (6.10%) Degree
4 26 (3.38%) DV Cleared
5 16 (2.08%) Computer Science Degree
6 12 (1.56%) AWS Certification
7 11 (1.43%) Azure Certification
8 10 (1.30%) BPSS Clearance
9 8 (1.04%) Master's Degree
9 8 (1.04%) Microsoft Certification
10 7 (0.91%) AWS Certified Solutions Architect
11 5 (0.65%) MCPD
11 5 (0.65%) MCSD
12 4 (0.52%) SnowPro
13 1 (0.13%) Cisco Certification
13 1 (0.13%) CTC Cleared
13 1 (0.13%) DBS Check
13 1 (0.13%) IBM Certification
13 1 (0.13%) ITIL Certification
Quality Assurance & Compliance
1 153 (19.87%) Data Quality
2 24 (3.12%) GDPR
3 20 (2.60%) Accessibility
3 20 (2.60%) QA
4 5 (0.65%) SLA
5 4 (0.52%) Disclosure Scotland
6 3 (0.39%) HIPAA
7 2 (0.26%) ISO/IEC 27001
7 2 (0.26%) NIST
7 2 (0.26%) WCAG
8 1 (0.13%) HL7
8 1 (0.13%) ISO/IEC 20000
8 1 (0.13%) PMO
System Software
1 66 (8.57%) Docker
2 1 (0.13%) HDFS
2 1 (0.13%) Veritas Cluster Server
2 1 (0.13%) Virtual Machines
2 1 (0.13%) VirtualBox
Systems Management
1 98 (12.73%) Terraform
2 76 (9.87%) Kubernetes
3 12 (1.56%) Grafana
4 8 (1.04%) Ansible
5 6 (0.78%) Kibana
5 6 (0.78%) logstash
5 6 (0.78%) Prometheus
6 2 (0.26%) Kubeflow
6 2 (0.26%) Puppet
7 1 (0.13%) Argo
7 1 (0.13%) FortiGate
7 1 (0.13%) Kustomize
7 1 (0.13%) NetBackup
Vendors
1 180 (23.38%) Databricks
2 79 (10.26%) Microsoft
3 54 (7.01%) Oracle
4 34 (4.42%) Google
5 27 (3.51%) Palantir
6 23 (2.99%) Informatica
7 18 (2.34%) Foundry
8 14 (1.82%) SAP
9 10 (1.30%) Commvault
9 10 (1.30%) Virgin Media
10 9 (1.17%) Talend
11 7 (0.91%) Cloudera
12 6 (0.78%) Denodo
12 6 (0.78%) IBM
12 6 (0.78%) MicroStrategy
12 6 (0.78%) Salesforce
13 5 (0.65%) Cisco
14 4 (0.52%) Alteryx
14 4 (0.52%) Teradata
15 3 (0.39%) ServiceNow