Data Engineer Contracts in England

Data Engineer
UK > England

The median Data Engineer daily rate in England is £500, according to job vacancies posted in the 6 months leading up to 3 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
3 Jul 2025
Same period 2024 Same period 2023
Rank 105 101 115
Rank change year-on-year -4 +14 +10
Contract jobs requiring a Data Engineer 668 844 1,030
As % of all contract jobs advertised in England 2.56% 2.26% 2.18%
As % of the Job Titles category 2.78% 2.43% 2.30%
Number of daily rates quoted 499 645 791
10th Percentile £363 £263 £413
25th Percentile £425 £413 £475
Median daily rate (50th Percentile) £500 £520 £550
Median % change year-on-year -3.85% -5.45% -
75th Percentile £591 £625 £650
90th Percentile £700 £688 £730
UK median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 11 38 4
10th Percentile £18.22 £37.50 -
25th Percentile £46.75 £49.25 £62.00
Median hourly rate £52.50 £71.25 £72.00
Median % change year-on-year -26.32% -1.04% +58.24%
75th Percentile £78.10 £80.00 £84.38
90th Percentile £80.00 - £87.75
UK median hourly rate £52.50 £66.25 £72.00
% change year-on-year -20.75% -7.99% +58.24%

All Contract IT Job Vacancies
England

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies in England. 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 England with a recognized job title 24,051 34,738 44,738
% of contract IT jobs with a recognized job title 92.12% 92.94% 94.48%
Number of daily rates quoted 15,688 22,731 31,726
10th Percentile £292 £300 £313
25th Percentile £404 £413 £425
Median daily rate (50th Percentile) £513 £525 £550
Median % change year-on-year -2.38% -4.55% +1.85%
75th Percentile £630 £638 £663
90th Percentile £750 £750 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% +1.42%
Number of hourly rates quoted 1,129 2,569 1,360
10th Percentile £14.00 £12.88 £14.41
25th Percentile £17.98 £16.86 £19.50
Median hourly rate £28.18 £40.00 £43.93
Median % change year-on-year -29.55% -8.95% +75.72%
75th Percentile £57.50 £63.75 £65.00
90th Percentile £75.00 £75.00 £77.50
UK median hourly rate £26.50 £37.50 £43.00
% change year-on-year -29.33% -12.79% +68.63%

Data Engineer
Job Vacancy Trend in England

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

Job vacancy trend for Data Engineer in England

Data Engineer
Contractor Daily Rate Trend in England

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

Daily rate trend for Data Engineer in England

Data Engineer
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Engineer in England over the 6 months to 3 July 2025.

Daily rate histogram for Data Engineer in England

Data Engineer
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Data Engineer in England

Data Engineer
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Engineer in England over the 6 months to 3 July 2025.

Hourly rate histogram for Data Engineer in England

Data Engineer
Contract Job Locations in England

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 England region over the 6 months to 3 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
London -1 415 £525 -4.55% 1,183
North of England +12 84 £475 - 375
Midlands +21 56 £450 +5.88% 185
North West +9 51 £475 +11.76% 196
West Midlands +13 40 £460 +2.22% 104
South East +27 37 £425 -8.11% 249
South West +3 35 £500 -4.76% 187
Yorkshire +1 27 £475 -2.06% 127
East Midlands +4 14 £410 +2.50% 80
East of England -2 13 £318 +71.89% 119
North East - 7 £438 - 52
Data Engineer
UK

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

For the 6 months to 3 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 across the England region featuring Data Engineer in the job title.

1 398 (59.58%) Python
2 373 (55.84%) SQL
3 264 (39.52%) Data Pipeline
4 260 (38.92%) AWS
5 256 (38.32%) Azure
6 247 (36.98%) ETL
7 246 (36.83%) Data Engineering
8 189 (28.29%) Data Modelling
9 182 (27.25%) Analytics
10 171 (25.60%) Security Cleared
11 149 (22.31%) Data Warehouse
11 149 (22.31%) Databricks
12 144 (21.56%) SC Cleared
13 137 (20.51%) CI/CD
14 134 (20.06%) Finance
15 133 (19.91%) Data Quality
15 133 (19.91%) Social Skills
16 129 (19.31%) Agile
17 125 (18.71%) Apache Airflow
18 117 (17.51%) Problem-Solving
19 115 (17.22%) PySpark
20 111 (16.62%) Azure Data Factory
20 111 (16.62%) DevOps
21 105 (15.72%) Snowflake
22 104 (15.57%) dbt
23 102 (15.27%) Power Platform
24 100 (14.97%) Power BI
24 100 (14.97%) Business Intelligence
25 92 (13.77%) Apache Spark
25 92 (13.77%) Terraform

Data Engineer Skill Set
Co-occurring Skills and Capabilities in England 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
1 125 (18.71%) Apache Airflow
2 92 (13.77%) Apache Spark
3 87 (13.02%) Apache
4 11 (1.65%) Confluence
5 10 (1.50%) SharePoint
6 6 (0.90%) Jupyter
7 4 (0.60%) Luigi
8 3 (0.45%) Oracle Application Server
8 3 (0.45%) SAS
9 2 (0.30%) ArcGIS
9 2 (0.30%) Documentum
9 2 (0.30%) Oracle Workflow
9 2 (0.30%) R Markdown
10 1 (0.15%) IBM Domino
10 1 (0.15%) IBM Notes
10 1 (0.15%) nginx
Applications
1 10 (1.50%) Microsoft Excel
2 4 (0.60%) Microsoft Office
3 2 (0.30%) Microsoft PowerPoint
3 2 (0.30%) Windchill
4 1 (0.15%) Adobe Captivate
4 1 (0.15%) AutoCAD
4 1 (0.15%) CATIA
4 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.05%) Oracle EBS
2 5 (0.75%) SAP BPC
3 3 (0.45%) Payment Gateway
4 1 (0.15%) Dynamics AX
4 1 (0.15%) Dynamics CRM
4 1 (0.15%) Endur
4 1 (0.15%) NetSuite
4 1 (0.15%) Salesforce CRM
4 1 (0.15%) SAP CAR
4 1 (0.15%) SAP EWM
4 1 (0.15%) SAP Oil and Gas
Cloud Services
1 260 (38.92%) AWS
2 256 (38.32%) Azure
3 111 (16.62%) Azure Data Factory
4 105 (15.72%) Snowflake
5 104 (15.57%) dbt
6 102 (15.27%) Power Platform
7 79 (11.83%) GCP
8 65 (9.73%) Serverless
9 63 (9.43%) Azure Synapse Analytics
10 56 (8.38%) Amazon S3
10 56 (8.38%) AWS Lambda
11 37 (5.54%) GitHub
12 32 (4.79%) Azure DevOps
13 17 (2.54%) Amazon ECS
14 16 (2.40%) Amazon EC2
15 15 (2.25%) GitHub Actions
15 15 (2.25%) OpenShift
16 14 (2.10%) AWS Step Functions
17 13 (1.95%) Amazon EKS
17 13 (1.95%) Matillion
Communications & Networking
1 8 (1.20%) Structured Cabling
2 4 (0.60%) SSH
3 3 (0.45%) BGP
3 3 (0.45%) Wi-Fi
3 3 (0.45%) Wireless
4 2 (0.30%) Cisco ISE
4 2 (0.30%) Cisco Nexus
4 2 (0.30%) DHCP
4 2 (0.30%) EIGRP
4 2 (0.30%) Firewall
4 2 (0.30%) Internet
4 2 (0.30%) LAN
4 2 (0.30%) Network Security
4 2 (0.30%) OSPF
4 2 (0.30%) VXLAN
4 2 (0.30%) WAN
5 1 (0.15%) Ethernet
5 1 (0.15%) Multicast
5 1 (0.15%) NGFW
5 1 (0.15%) SD-WAN
Database & Business Intelligence
1 149 (22.31%) Data Warehouse
2 100 (14.97%) Power BI
3 75 (11.23%) Data Lake
4 57 (8.53%) Big Data
5 50 (7.49%) Relational Database
6 49 (7.34%) SQL Server
7 46 (6.89%) Amazon Athena
8 38 (5.69%) NoSQL
8 38 (5.69%) Tableau
9 35 (5.24%) BigQuery
10 33 (4.94%) Delta Lake
11 32 (4.79%) Amazon Redshift
12 31 (4.64%) Hadoop
13 30 (4.49%) Metadata
14 29 (4.34%) Azure SQL Database
15 24 (3.59%) Apache Iceberg
16 23 (3.44%) PostgreSQL
17 22 (3.29%) Dremio
18 20 (2.99%) Snowflake Schema
19 18 (2.69%) SQL Server Integration Services
Development Applications
1 48 (7.19%) Git
2 27 (4.04%) JIRA
3 15 (2.25%) Artifactory
3 15 (2.25%) GitLab
4 11 (1.65%) Jenkins
5 7 (1.05%) MLflow
6 5 (0.75%) Terragrunt
7 4 (0.60%) Bitbucket
7 4 (0.60%) RStudio
7 4 (0.60%) Visual Studio
8 3 (0.45%) Atlassian Bamboo
8 3 (0.45%) SQL Server Management Studio (SSMS)
9 2 (0.30%) DBeaver
9 2 (0.30%) SonarQube
9 2 (0.30%) Team Foundation Server
10 1 (0.15%) Cucumber
10 1 (0.15%) Mockito
10 1 (0.15%) Poetry
10 1 (0.15%) Postman
10 1 (0.15%) Visual Studio Code
General
1 134 (20.06%) Finance
2 133 (19.91%) Social Skills
3 90 (13.47%) Analytical Skills
4 59 (8.83%) Public Sector
5 43 (6.44%) Banking
6 20 (2.99%) Front Office
7 14 (2.10%) Investment Banking
7 14 (2.10%) Retail
8 10 (1.50%) Telecoms
9 9 (1.35%) Financial Institution
9 9 (1.35%) Inclusion and Diversity
9 9 (1.35%) Marketing
10 8 (1.20%) Documentation Skills
10 8 (1.20%) Retail Banking
11 6 (0.90%) Local Government
11 6 (0.90%) Organisational Skills
11 6 (0.90%) Pharmaceutical
11 6 (0.90%) Presentation Skills
12 5 (0.75%) Influencing Skills
12 5 (0.75%) Police
Libraries, Frameworks & Software Standards
1 115 (17.22%) PySpark
2 79 (11.83%) Kafka
3 19 (2.84%) Apache NiFi
4 15 (2.25%) J2EE
5 13 (1.95%) JSON
6 12 (1.80%) Pandas
7 11 (1.65%) Jinja
8 10 (1.50%) REST
8 10 (1.50%) YAML
9 9 (1.35%) pytest
9 9 (1.35%) Web Services
10 8 (1.20%) .NET
10 8 (1.20%) React
11 7 (1.05%) NumPy
11 7 (1.05%) Plotly
12 6 (0.90%) .NET Framework
12 6 (0.90%) ASP.NET
12 6 (0.90%) pydantic
12 6 (0.90%) RabbitMQ
13 5 (0.75%) WCF
Miscellaneous
1 24 (3.59%) Cloud Native
1 24 (3.59%) Legacy Systems
2 20 (2.99%) Onboarding
3 18 (2.69%) Data Structures
4 11 (1.65%) Distributed Computing
5 9 (1.35%) Algorithms
5 9 (1.35%) Data Protection Act
6 8 (1.20%) Product Ownership
7 7 (1.05%) Reference Data
7 7 (1.05%) Replication
8 6 (0.90%) Fibre Optics
8 6 (0.90%) Hybrid Cloud
8 6 (0.90%) Linux Command Line
8 6 (0.90%) Self-Motivation
9 5 (0.75%) Data Centre
9 5 (0.75%) N-Tier
10 4 (0.60%) Data Fabric
10 4 (0.60%) Management Information System
11 3 (0.45%) Greenfield Project
11 3 (0.45%) Renewable Energy
Operating Systems
1 22 (3.29%) Linux
2 12 (1.80%) Unix
3 3 (0.45%) Windows
4 2 (0.30%) Windows Server
4 2 (0.30%) Windows Server 2003
5 1 (0.15%) Red Hat Enterprise Linux
Processes & Methodologies
1 264 (39.52%) Data Pipeline
2 247 (36.98%) ETL
3 246 (36.83%) Data Engineering
4 189 (28.29%) Data Modelling
5 182 (27.25%) Analytics
6 137 (20.51%) CI/CD
7 129 (19.31%) Agile
8 117 (17.51%) Problem-Solving
9 111 (16.62%) DevOps
10 100 (14.97%) Business Intelligence
11 88 (13.17%) Visualisation
12 78 (11.68%) Data Governance
13 75 (11.23%) Data Integration
14 71 (10.63%) Migration
15 70 (10.48%) Data Science
16 69 (10.33%) Data Ingestion
17 63 (9.43%) Data Transformation
18 54 (8.08%) Artificial Intelligence
18 54 (8.08%) Decision-Making
18 54 (8.08%) Machine Learning
Programming Languages
1 398 (59.58%) Python
2 373 (55.84%) SQL
3 70 (10.48%) Java
4 49 (7.34%) Scala
5 17 (2.54%) PL/SQL
6 15 (2.25%) Go
7 14 (2.10%) Bash
7 14 (2.10%) T-SQL
8 12 (1.80%) C#
8 12 (1.80%) JavaScript
9 10 (1.50%) R
10 9 (1.35%) Shell Script
11 8 (1.20%) Data Analysis Expressions
12 4 (0.60%) TypeScript
13 3 (0.45%) PowerShell
13 3 (0.45%) SPARQL
14 2 (0.30%) C++
14 2 (0.30%) SAS Macro
15 1 (0.15%) Ruby
15 1 (0.15%) VB.NET
Qualifications
1 171 (25.60%) Security Cleared
2 144 (21.56%) SC Cleared
3 36 (5.39%) Degree
4 25 (3.74%) DV Cleared
5 11 (1.65%) Computer Science Degree
6 10 (1.50%) Azure Certification
7 9 (1.35%) AWS Certification
7 9 (1.35%) BPSS Clearance
8 7 (1.05%) Microsoft Certification
9 6 (0.90%) AWS Certified Solutions Architect
9 6 (0.90%) Master's Degree
10 5 (0.75%) MCPD
10 5 (0.75%) MCSD
11 4 (0.60%) SnowPro
12 1 (0.15%) Cisco Certification
12 1 (0.15%) CTC Cleared
12 1 (0.15%) DBS Check
12 1 (0.15%) IBM Certification
12 1 (0.15%) ITIL Certification
Quality Assurance & Compliance
1 133 (19.91%) Data Quality
2 22 (3.29%) GDPR
3 18 (2.69%) Accessibility
4 16 (2.40%) QA
5 5 (0.75%) SLA
6 3 (0.45%) HIPAA
7 2 (0.30%) ISO/IEC 27001
7 2 (0.30%) NIST
7 2 (0.30%) WCAG
8 1 (0.15%) HL7
8 1 (0.15%) ISO/IEC 20000
8 1 (0.15%) PMO
System Software
1 61 (9.13%) Docker
2 1 (0.15%) HDFS
2 1 (0.15%) Veritas Cluster Server
2 1 (0.15%) Virtual Machines
2 1 (0.15%) VirtualBox
Systems Management
1 92 (13.77%) Terraform
2 70 (10.48%) Kubernetes
3 8 (1.20%) Ansible
3 8 (1.20%) Grafana
4 5 (0.75%) Kibana
4 5 (0.75%) logstash
4 5 (0.75%) Prometheus
5 2 (0.30%) Kubeflow
5 2 (0.30%) Puppet
6 1 (0.15%) Argo
6 1 (0.15%) FortiGate
6 1 (0.15%) NetBackup
Vendors
1 149 (22.31%) Databricks
2 70 (10.48%) Microsoft
3 47 (7.04%) Oracle
4 32 (4.79%) Google
5 26 (3.89%) Palantir
6 20 (2.99%) Informatica
7 17 (2.54%) Foundry
8 14 (2.10%) SAP
9 10 (1.50%) Virgin Media
10 9 (1.35%) Commvault
10 9 (1.35%) Talend
11 7 (1.05%) Cloudera
12 6 (0.90%) Denodo
12 6 (0.90%) IBM
12 6 (0.90%) MicroStrategy
13 4 (0.60%) Alteryx
13 4 (0.60%) Cisco
13 4 (0.60%) Salesforce
14 3 (0.45%) MuleSoft
14 3 (0.45%) Teradata