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 22 June 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
22 Jun 2025
Same period 2024 Same period 2023
Rank 104 100 116
Rank change year-on-year -4 +16 +10
Contract jobs requiring a Data Engineer 648 847 1,023
As % of all contract jobs advertised in England 2.59% 2.25% 2.18%
As % of the Job Titles category 2.81% 2.42% 2.30%
Number of daily rates quoted 493 646 785
10th Percentile £363 £263 £413
25th Percentile £425 £413 £475
Median daily rate (50th Percentile) £500 £513 £550
Median % change year-on-year -2.44% -6.82% -
75th Percentile £600 £625 £650
90th Percentile £700 £688 £731
UK median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 9 40 5
10th Percentile £18.13 £37.50 -
25th Percentile £51.25 £49.34 £62.00
Median hourly rate £52.50 £67.50 £75.50
Median % change year-on-year -22.22% -10.60% +61.39%
75th Percentile £78.70 £80.00 £82.50
90th Percentile £82.75 - £87.00
UK median hourly rate £52.50 £67.50 £75.50
% change year-on-year -22.22% -10.60% +61.39%

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 23,029 34,989 44,402
% of contract IT jobs with a recognized job title 92.20% 92.85% 94.41%
Number of daily rates quoted 15,126 22,793 31,523
10th Percentile £293 £290 £313
25th Percentile £405 £413 £425
Median daily rate (50th Percentile) £513 £525 £550
Median % change year-on-year -2.38% -4.55% +2.33%
75th Percentile £633 £638 £663
90th Percentile £750 £750 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% +2.38%
Number of hourly rates quoted 1,040 2,704 1,331
10th Percentile £14.00 £12.86 £14.25
25th Percentile £18.13 £16.58 £20.00
Median hourly rate £28.75 £39.55 £44.00
Median % change year-on-year -27.31% -10.11% +80.18%
75th Percentile £58.75 £63.75 £65.00
90th Percentile £75.00 £74.42 £77.50
UK median hourly rate £27.35 £37.50 £44.00
% change year-on-year -27.07% -14.77% +76.00%

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 22 June 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 22 June 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 22 June 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 +3 406 £525 -0.94% 1,400
North of England +11 84 £475 - 425
North West +14 55 £475 +11.76% 220
Midlands +16 54 £450 +5.88% 169
West Midlands +12 38 £460 +2.22% 90
South West +11 34 £500 -2.44% 191
South East +33 31 £425 -6.59% 559
Yorkshire -4 23 £463 -4.64% 135
East Midlands +7 14 £410 +2.50% 79
East of England -5 13 £318 +71.89% 113
North East - 7 £438 - 70
Data Engineer
UK

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

For the 6 months to 22 June 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.

1 389 (60.03%) Python
2 360 (55.56%) SQL
3 253 (39.04%) AWS
4 247 (38.12%) Data Pipeline
5 245 (37.81%) Azure
6 237 (36.57%) ETL
7 229 (35.34%) Data Engineering
8 179 (27.62%) Data Modelling
9 175 (27.01%) Analytics
10 162 (25.00%) Security Cleared
11 141 (21.76%) Data Warehouse
12 135 (20.83%) Finance
12 135 (20.83%) Databricks
13 133 (20.52%) SC Cleared
14 125 (19.29%) Social Skills
14 125 (19.29%) CI/CD
15 123 (18.98%) Data Quality
15 123 (18.98%) Agile
16 117 (18.06%) Apache Airflow
17 116 (17.90%) Problem-Solving
18 111 (17.13%) PySpark
19 107 (16.51%) dbt
19 107 (16.51%) DevOps
20 103 (15.90%) Azure Data Factory
21 102 (15.74%) Snowflake
22 96 (14.81%) Power Platform
23 94 (14.51%) Power BI
24 93 (14.35%) Apache Spark
25 91 (14.04%) Business Intelligence
26 87 (13.43%) Apache

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
1 117 (18.06%) Apache Airflow
2 93 (14.35%) Apache Spark
3 87 (13.43%) Apache
4 10 (1.54%) Confluence
5 9 (1.39%) SharePoint
6 6 (0.93%) Jupyter
7 4 (0.62%) Luigi
8 3 (0.46%) SAS
9 2 (0.31%) ArcGIS
9 2 (0.31%) Documentum
9 2 (0.31%) Oracle Application Server
9 2 (0.31%) Oracle Workflow
9 2 (0.31%) R Markdown
10 1 (0.15%) IBM Domino
10 1 (0.15%) IBM Notes
10 1 (0.15%) nginx
Applications
1 10 (1.54%) Microsoft Excel
2 4 (0.62%) Microsoft Office
3 2 (0.31%) Windchill
4 1 (0.15%) Adobe Captivate
4 1 (0.15%) AutoCAD
4 1 (0.15%) CATIA
4 1 (0.15%) Microsoft PowerPoint
4 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.08%) Oracle EBS
2 5 (0.77%) SAP BPC
3 3 (0.46%) 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%) SAP CAR
4 1 (0.15%) SAP EWM
4 1 (0.15%) SAP Oil and Gas
Cloud Services
1 253 (39.04%) AWS
2 245 (37.81%) Azure
3 107 (16.51%) dbt
4 103 (15.90%) Azure Data Factory
5 102 (15.74%) Snowflake
6 96 (14.81%) Power Platform
7 73 (11.27%) GCP
8 65 (10.03%) Serverless
9 57 (8.80%) AWS Lambda
10 56 (8.64%) Azure Synapse Analytics
11 54 (8.33%) Amazon S3
12 30 (4.63%) Azure DevOps
12 30 (4.63%) GitHub
13 19 (2.93%) Amazon ECS
14 17 (2.62%) OpenShift
15 16 (2.47%) Amazon EC2
16 15 (2.31%) AWS Step Functions
17 13 (2.01%) Amazon EKS
18 12 (1.85%) Matillion
19 11 (1.70%) Microsoft Purview
Communications & Networking
1 8 (1.23%) Structured Cabling
2 4 (0.62%) SSH
3 3 (0.46%) BGP
3 3 (0.46%) Wi-Fi
3 3 (0.46%) Wireless
4 2 (0.31%) Cisco ISE
4 2 (0.31%) Cisco Nexus
4 2 (0.31%) DHCP
4 2 (0.31%) EIGRP
4 2 (0.31%) Firewall
4 2 (0.31%) LAN
4 2 (0.31%) Network Security
4 2 (0.31%) OSPF
4 2 (0.31%) VXLAN
4 2 (0.31%) WAN
5 1 (0.15%) Ethernet
5 1 (0.15%) Multicast
5 1 (0.15%) NGFW
5 1 (0.15%) SD-WAN
5 1 (0.15%) TCP/IP
Database & Business Intelligence
1 141 (21.76%) Data Warehouse
2 94 (14.51%) Power BI
3 67 (10.34%) Data Lake
4 56 (8.64%) Big Data
5 50 (7.72%) Relational Database
6 48 (7.41%) Amazon Athena
6 48 (7.41%) SQL Server
7 38 (5.86%) NoSQL
8 36 (5.56%) BigQuery
9 35 (5.40%) Tableau
10 33 (5.09%) Hadoop
11 32 (4.94%) Amazon Redshift
12 29 (4.48%) Metadata
13 28 (4.32%) Azure SQL Database
13 28 (4.32%) Delta Lake
14 26 (4.01%) Apache Iceberg
15 24 (3.70%) Dremio
15 24 (3.70%) PostgreSQL
16 18 (2.78%) Snowflake Schema
16 18 (2.78%) SQL Server Integration Services
Development Applications
1 43 (6.64%) Git
2 25 (3.86%) JIRA
3 17 (2.62%) Artifactory
4 15 (2.31%) GitLab
5 10 (1.54%) Jenkins
6 6 (0.93%) MLflow
7 5 (0.77%) Terragrunt
8 4 (0.62%) Bitbucket
8 4 (0.62%) RStudio
8 4 (0.62%) Visual Studio
9 3 (0.46%) Atlassian Bamboo
9 3 (0.46%) SQL Server Management Studio (SSMS)
10 2 (0.31%) SonarQube
10 2 (0.31%) Team Foundation Server
11 1 (0.15%) Cucumber
11 1 (0.15%) Flyway
11 1 (0.15%) Liquibase
11 1 (0.15%) Mockito
11 1 (0.15%) SpecFlow
11 1 (0.15%) Vagrant
General
1 135 (20.83%) Finance
2 125 (19.29%) Social Skills
3 83 (12.81%) Analytical Skills
4 58 (8.95%) Public Sector
5 45 (6.94%) Banking
6 22 (3.40%) Front Office
7 16 (2.47%) Investment Banking
8 14 (2.16%) Retail
9 9 (1.39%) Financial Institution
9 9 (1.39%) Inclusion and Diversity
9 9 (1.39%) Marketing
10 8 (1.23%) Retail Banking
11 7 (1.08%) Documentation Skills
11 7 (1.08%) Telecoms
12 6 (0.93%) Local Government
12 6 (0.93%) Pharmaceutical
13 5 (0.77%) Influencing Skills
13 5 (0.77%) Organisational Skills
13 5 (0.77%) Police
13 5 (0.77%) Presentation Skills
Libraries, Frameworks & Software Standards
1 111 (17.13%) PySpark
2 82 (12.65%) Kafka
3 18 (2.78%) Apache NiFi
4 17 (2.62%) J2EE
5 14 (2.16%) JSON
6 13 (2.01%) REST
7 12 (1.85%) Pandas
8 10 (1.54%) pytest
9 9 (1.39%) Web Services
10 8 (1.23%) .NET
10 8 (1.23%) React
10 8 (1.23%) YAML
11 7 (1.08%) NumPy
11 7 (1.08%) Plotly
12 6 (0.93%) .NET Framework
12 6 (0.93%) Apache Avro
12 6 (0.93%) ASP.NET
12 6 (0.93%) pydantic
13 5 (0.77%) HTML
13 5 (0.77%) WCF
Miscellaneous
1 23 (3.55%) Legacy Systems
2 22 (3.40%) Cloud Native
3 20 (3.09%) Onboarding
4 17 (2.62%) Data Structures
5 11 (1.70%) Distributed Computing
6 8 (1.23%) Algorithms
7 7 (1.08%) Data Protection Act
7 7 (1.08%) Product Ownership
7 7 (1.08%) Reference Data
8 6 (0.93%) Fibre Optics
8 6 (0.93%) Linux Command Line
8 6 (0.93%) Replication
8 6 (0.93%) Self-Motivation
9 5 (0.77%) Data Centre
9 5 (0.77%) Hybrid Cloud
9 5 (0.77%) N-Tier
10 4 (0.62%) Data Fabric
10 4 (0.62%) Management Information System
11 3 (0.46%) Greenfield Project
11 3 (0.46%) Renewable Energy
Operating Systems
1 22 (3.40%) Linux
2 12 (1.85%) Unix
3 3 (0.46%) Windows
4 2 (0.31%) Windows Server
4 2 (0.31%) Windows Server 2003
5 1 (0.15%) Red Hat Enterprise Linux
Processes & Methodologies
1 247 (38.12%) Data Pipeline
2 237 (36.57%) ETL
3 229 (35.34%) Data Engineering
4 179 (27.62%) Data Modelling
5 175 (27.01%) Analytics
6 125 (19.29%) CI/CD
7 123 (18.98%) Agile
8 116 (17.90%) Problem-Solving
9 107 (16.51%) DevOps
10 91 (14.04%) Business Intelligence
11 87 (13.43%) Visualisation
12 75 (11.57%) Data Governance
13 74 (11.42%) Data Integration
14 70 (10.80%) Data Ingestion
15 69 (10.65%) Migration
16 66 (10.19%) Data Science
17 55 (8.49%) Data Transformation
18 52 (8.02%) Data Security
18 52 (8.02%) Machine Learning
19 51 (7.87%) Artificial Intelligence
Programming Languages
1 389 (60.03%) Python
2 360 (55.56%) SQL
3 70 (10.80%) Java
4 45 (6.94%) Scala
5 18 (2.78%) PL/SQL
6 17 (2.62%) Go
7 14 (2.16%) Bash
7 14 (2.16%) T-SQL
8 13 (2.01%) JavaScript
9 12 (1.85%) C#
10 11 (1.70%) R
11 9 (1.39%) Shell Script
12 8 (1.23%) Data Analysis Expressions
13 6 (0.93%) SPARQL
14 4 (0.62%) TypeScript
15 3 (0.46%) PowerShell
16 2 (0.31%) C++
16 2 (0.31%) SAS Macro
17 1 (0.15%) Lua
17 1 (0.15%) Ruby
Qualifications
1 162 (25.00%) Security Cleared
2 133 (20.52%) SC Cleared
3 32 (4.94%) Degree
4 24 (3.70%) DV Cleared
5 11 (1.70%) Computer Science Degree
6 10 (1.54%) Azure Certification
7 9 (1.39%) AWS Certification
7 9 (1.39%) BPSS Clearance
8 7 (1.08%) Microsoft Certification
9 6 (0.93%) AWS Certified Solutions Architect
10 5 (0.77%) MCPD
10 5 (0.77%) MCSD
11 4 (0.62%) SnowPro
12 2 (0.31%) Master's Degree
13 1 (0.15%) Cisco Certification
13 1 (0.15%) CTC Cleared
13 1 (0.15%) IBM Certification
13 1 (0.15%) ITIL Certification
Quality Assurance & Compliance
1 123 (18.98%) Data Quality
2 22 (3.40%) GDPR
3 18 (2.78%) Accessibility
4 16 (2.47%) QA
5 4 (0.62%) SLA
6 3 (0.46%) HIPAA
7 2 (0.31%) ISO/IEC 27001
7 2 (0.31%) WCAG
8 1 (0.15%) HL7
8 1 (0.15%) NIST
8 1 (0.15%) PMO
System Software
1 63 (9.72%) 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 86 (13.27%) Terraform
2 74 (11.42%) Kubernetes
3 8 (1.23%) Ansible
3 8 (1.23%) Grafana
4 5 (0.77%) Kibana
4 5 (0.77%) logstash
4 5 (0.77%) Prometheus
5 2 (0.31%) Kubeflow
5 2 (0.31%) Puppet
6 1 (0.15%) Argo
6 1 (0.15%) FortiGate
6 1 (0.15%) NetBackup
Vendors
1 135 (20.83%) Databricks
2 66 (10.19%) Microsoft
3 44 (6.79%) Oracle
4 31 (4.78%) Google
5 25 (3.86%) Palantir
6 18 (2.78%) Informatica
7 16 (2.47%) Foundry
8 14 (2.16%) SAP
9 10 (1.54%) Virgin Media
10 9 (1.39%) Commvault
11 8 (1.23%) Cloudera
12 6 (0.93%) Denodo
12 6 (0.93%) IBM
12 6 (0.93%) Talend
13 5 (0.77%) MicroStrategy
14 4 (0.62%) Alteryx
14 4 (0.62%) Cisco
15 3 (0.46%) MuleSoft
15 3 (0.46%) Salesforce
15 3 (0.46%) Teradata