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 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 83 95 113
Rank change year-on-year +12 +18 +6
Contract jobs requiring a Data Engineer 741 839 1,151
As % of all contract jobs advertised in England 3.04% 2.26% 2.28%
As % of the Job Titles category 3.29% 2.43% 2.41%
Number of daily rates quoted 567 652 880
10th Percentile £358 £290 £413
25th Percentile £425 £413 £475
Median daily rate (50th Percentile) £500 £510 £550
Median % change year-on-year -1.96% -7.27% -
75th Percentile £603 £613 £663
90th Percentile £725 £688 £730
UK median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 10 43 8
10th Percentile £38.95 £37.50 £35.70
25th Percentile £51.25 £49.25 £41.63
Median hourly rate £65.00 £67.50 £64.00
Median % change year-on-year -3.70% +5.47% +41.91%
75th Percentile £78.40 £80.00 £77.44
90th Percentile £93.75 - £84.75
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
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 22,549 34,488 47,741
% of contract IT jobs with a recognized job title 92.59% 92.73% 94.62%
Number of daily rates quoted 15,007 22,894 33,903
10th Percentile £300 £275 £313
25th Percentile £409 £413 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +4.76%
75th Percentile £638 £643 £663
90th Percentile £750 £750 £763
UK median daily rate £515 £525 £540
% change year-on-year -1.90% -2.78% +2.86%
Number of hourly rates quoted 900 2,432 1,409
10th Percentile £14.20 £13.00 £14.35
25th Percentile £18.51 £16.30 £20.00
Median hourly rate £30.62 £36.31 £45.00
Median % change year-on-year -15.67% -19.32% +100.00%
75th Percentile £63.75 £61.25 £65.00
90th Percentile £75.00 £72.50 £76.60
UK median hourly rate £29.00 £36.42 £45.00
% change year-on-year -20.37% -19.07% +91.49%

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 1 May 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 1 May 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 1 May 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 +6 457 £525 - 401
North of England +44 109 £463 +2.78% 112
North West +38 68 £463 +8.82% 59
Midlands +33 57 £468 -2.86% 39
West Midlands +29 45 £488 -7.14% 25
South East +27 38 £475 -7.32% 180
South West +17 36 £500 -4.76% 66
Yorkshire +4 26 £450 -5.26% 36
North East +14 15 £450 -5.66% 20
East of England +6 15 £315 +70.27% 30
East Midlands +8 12 £399 -11.39% 11
Data Engineer
UK

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

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 job ads across the England region featuring Data Engineer in the job title.

1 448 (60.46%) Python
2 414 (55.87%) SQL
3 278 (37.52%) Azure
4 275 (37.11%) AWS
5 258 (34.82%) Data Pipeline
6 253 (34.14%) ETL
7 243 (32.79%) Data Engineering
8 202 (27.26%) Analytics
9 185 (24.97%) Security Cleared
10 181 (24.43%) Data Modelling
11 153 (20.65%) Databricks
12 152 (20.51%) CI/CD
12 152 (20.51%) SC Cleared
13 150 (20.24%) Finance
14 147 (19.84%) PySpark
15 144 (19.43%) Data Warehouse
16 141 (19.03%) Agile
17 129 (17.41%) Data Quality
17 129 (17.41%) Apache Airflow
18 127 (17.14%) Problem-Solving
19 126 (17.00%) dbt
20 122 (16.46%) Social Skills
21 118 (15.92%) DevOps
22 115 (15.52%) Azure Data Factory
23 109 (14.71%) Apache Spark
24 107 (14.44%) Apache
25 101 (13.63%) Power Platform
26 99 (13.36%) Power BI
27 97 (13.09%) Terraform
27 97 (13.09%) Kafka

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
1 129 (17.41%) Apache Airflow
2 109 (14.71%) Apache Spark
3 107 (14.44%) Apache
4 9 (1.21%) Confluence
5 8 (1.08%) Jupyter
6 7 (0.94%) SharePoint
7 3 (0.40%) ArcGIS
7 3 (0.40%) Luigi
7 3 (0.40%) R Markdown
7 3 (0.40%) SAS
8 2 (0.27%) Cloud Foundry
8 2 (0.27%) Oracle Workflow
9 1 (0.13%) Anypoint
9 1 (0.13%) IBM Domino
9 1 (0.13%) IBM Notes
9 1 (0.13%) Mule
9 1 (0.13%) nginx
9 1 (0.13%) Oracle Application Server
Applications
1 12 (1.62%) Microsoft Excel
2 3 (0.40%) Microsoft Office
3 1 (0.13%) Adobe Captivate
3 1 (0.13%) AutoCAD
3 1 (0.13%) CATIA
3 1 (0.13%) Spreadsheet
Business Applications
1 7 (0.94%) Oracle EBS
2 4 (0.54%) SAP BPC
3 1 (0.13%) Payment Gateway
3 1 (0.13%) SAP CAR
3 1 (0.13%) SAP EWM
3 1 (0.13%) Sparx Enterprise Architect
Cloud Services
1 278 (37.52%) Azure
2 275 (37.11%) AWS
3 126 (17.00%) dbt
4 115 (15.52%) Azure Data Factory
5 101 (13.63%) Power Platform
6 95 (12.82%) Snowflake
7 84 (11.34%) Serverless
8 76 (10.26%) AWS Lambda
9 73 (9.85%) GCP
10 67 (9.04%) Amazon S3
11 58 (7.83%) Azure Synapse Analytics
12 42 (5.67%) GitHub
13 30 (4.05%) Amazon ECS
13 30 (4.05%) Azure DevOps
13 30 (4.05%) OpenShift
14 18 (2.43%) Amazon EC2
15 17 (2.29%) AWS Step Functions
16 14 (1.89%) GitHub Actions
16 14 (1.89%) Matillion
17 13 (1.75%) Amazon EKS
Communications & Networking
1 13 (1.75%) Structured Cabling
2 6 (0.81%) SSH
3 3 (0.40%) BGP
3 3 (0.40%) Wi-Fi
3 3 (0.40%) Wireless
4 2 (0.27%) Cisco ISE
4 2 (0.27%) Cisco Nexus
4 2 (0.27%) DHCP
4 2 (0.27%) EIGRP
4 2 (0.27%) LAN
4 2 (0.27%) Network Security
4 2 (0.27%) OSPF
4 2 (0.27%) SMS
4 2 (0.27%) VXLAN
4 2 (0.27%) WAN
5 1 (0.13%) DNS
5 1 (0.13%) Multicast
5 1 (0.13%) NGFW
5 1 (0.13%) SD-WAN
5 1 (0.13%) VPN
Database & Business Intelligence
1 144 (19.43%) Data Warehouse
2 99 (13.36%) Power BI
3 87 (11.74%) Data Lake
4 74 (9.99%) Amazon Athena
5 59 (7.96%) Big Data
6 49 (6.61%) Relational Database
7 46 (6.21%) SQL Server
8 42 (5.67%) Amazon Redshift
8 42 (5.67%) Apache Iceberg
9 41 (5.53%) NoSQL
10 40 (5.40%) Dremio
11 39 (5.26%) Tableau
12 36 (4.86%) Azure SQL Database
13 34 (4.59%) BigQuery
14 33 (4.45%) PostgreSQL
15 28 (3.78%) Apache Arrow
15 28 (3.78%) Apache Ignite
16 27 (3.64%) Hadoop
16 27 (3.64%) Metadata
17 26 (3.51%) Delta Lake
Development Applications
1 44 (5.94%) Git
2 29 (3.91%) Artifactory
3 28 (3.78%) JIRA
4 14 (1.89%) GitLab
5 8 (1.08%) Jenkins
6 6 (0.81%) RStudio
6 6 (0.81%) Visual Studio
7 4 (0.54%) Bitbucket
7 4 (0.54%) MLflow
7 4 (0.54%) Terragrunt
8 3 (0.40%) Atlassian Bamboo
8 3 (0.40%) SpecFlow
8 3 (0.40%) SQL Server Management Studio (SSMS)
9 2 (0.27%) Flyway
9 2 (0.27%) Liquibase
10 1 (0.13%) Cucumber
10 1 (0.13%) Mockito
10 1 (0.13%) SonarQube
10 1 (0.13%) Team Foundation Server
10 1 (0.13%) Vagrant
General
1 150 (20.24%) Finance
2 122 (16.46%) Social Skills
3 93 (12.55%) Analytical Skills
4 82 (11.07%) Public Sector
5 50 (6.75%) Banking
6 42 (5.67%) Front Office
7 20 (2.70%) Retail
8 19 (2.56%) Investment Banking
9 10 (1.35%) Marketing
10 9 (1.21%) Financial Institution
11 8 (1.08%) Local Government
11 8 (1.08%) Retail Banking
12 7 (0.94%) Documentation Skills
12 7 (0.94%) Manufacturing
12 7 (0.94%) Pharmaceutical
12 7 (0.94%) Telecoms
13 5 (0.67%) Inclusion and Diversity
14 4 (0.54%) Electronics
14 4 (0.54%) Organisational Skills
14 4 (0.54%) Presentation Skills
Libraries, Frameworks & Software Standards
1 147 (19.84%) PySpark
2 97 (13.09%) Kafka
3 28 (3.78%) J2EE
4 18 (2.43%) Pandas
5 17 (2.29%) Apache NiFi
5 17 (2.29%) JSON
5 17 (2.29%) REST
6 14 (1.89%) NumPy
7 12 (1.62%) pytest
7 12 (1.62%) React
8 11 (1.48%) SciPy
8 11 (1.48%) YAML
9 9 (1.21%) Plotly
9 9 (1.21%) Web Services
10 8 (1.08%) .NET
10 8 (1.08%) pydantic
11 7 (0.94%) Apache Avro
11 7 (0.94%) Jinja
12 6 (0.81%) Spring Boot
13 5 (0.67%) ASP.NET Web API
Miscellaneous
1 27 (3.64%) Data Structures
2 20 (2.70%) Legacy Systems
3 19 (2.56%) Onboarding
4 18 (2.43%) Cloud Native
5 12 (1.62%) Fibre Optics
6 9 (1.21%) Greenfield Project
6 9 (1.21%) Reference Data
7 8 (1.08%) Algorithms
7 8 (1.08%) Data Protection Act
7 8 (1.08%) Linux Command Line
7 8 (1.08%) Product Ownership
8 7 (0.94%) Data Centre
8 7 (0.94%) Distributed Computing
8 7 (0.94%) Hybrid Cloud
9 5 (0.67%) Distributed Systems
9 5 (0.67%) N-Tier
9 5 (0.67%) Replication
9 5 (0.67%) Self-Motivation
10 4 (0.54%) Management Information System
11 3 (0.40%) NHS
Operating Systems
1 22 (2.97%) Linux
2 12 (1.62%) Unix
3 1 (0.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 258 (34.82%) Data Pipeline
2 253 (34.14%) ETL
3 243 (32.79%) Data Engineering
4 202 (27.26%) Analytics
5 181 (24.43%) Data Modelling
6 152 (20.51%) CI/CD
7 141 (19.03%) Agile
8 127 (17.14%) Problem-Solving
9 118 (15.92%) DevOps
10 96 (12.96%) Business Intelligence
11 84 (11.34%) Visualisation
12 82 (11.07%) Data Integration
13 73 (9.85%) Data Governance
13 73 (9.85%) Migration
14 72 (9.72%) Data Science
15 67 (9.04%) Data Transformation
16 65 (8.77%) Machine Learning
17 62 (8.37%) Data Ingestion
18 56 (7.56%) Data Management
18 56 (7.56%) Software Engineering
Programming Languages
1 448 (60.46%) Python
2 414 (55.87%) SQL
3 84 (11.34%) Java
4 45 (6.07%) Scala
5 28 (3.78%) Go
6 23 (3.10%) T-SQL
7 22 (2.97%) PL/SQL
8 17 (2.29%) Bash
9 15 (2.02%) R
10 14 (1.89%) JavaScript
11 10 (1.35%) C#
11 10 (1.35%) Shell Script
12 8 (1.08%) Data Analysis Expressions
13 6 (0.81%) SPARQL
14 4 (0.54%) PowerShell
14 4 (0.54%) TypeScript
15 3 (0.40%) ANSI SQL
16 2 (0.27%) Perl
16 2 (0.27%) PHP
16 2 (0.27%) VBA
Qualifications
1 185 (24.97%) Security Cleared
2 152 (20.51%) SC Cleared
3 33 (4.45%) DV Cleared
4 25 (3.37%) Degree
5 10 (1.35%) Computer Science Degree
6 9 (1.21%) Azure Certification
7 8 (1.08%) AWS Certification
7 8 (1.08%) Microsoft Certification
8 7 (0.94%) BPSS Clearance
9 6 (0.81%) AWS Certified Solutions Architect
10 5 (0.67%) MCPD
10 5 (0.67%) MCSD
11 2 (0.27%) CTC Cleared
11 2 (0.27%) SnowPro
12 1 (0.13%) Cisco Certification
12 1 (0.13%) IBM Certification
12 1 (0.13%) ITIL Certification
Quality Assurance & Compliance
1 129 (17.41%) Data Quality
2 26 (3.51%) GDPR
3 21 (2.83%) Accessibility
3 21 (2.83%) QA
4 5 (0.67%) HIPAA
4 5 (0.67%) SLA
5 3 (0.40%) WCAG
6 2 (0.27%) ISO/IEC 27001
7 1 (0.13%) HL7
System Software
1 76 (10.26%) Docker
2 3 (0.40%) HDFS
3 2 (0.27%) Virtual Machines
4 1 (0.13%) Veritas Cluster Server
4 1 (0.13%) VirtualBox
Systems Management
1 97 (13.09%) Terraform
2 88 (11.88%) Kubernetes
3 9 (1.21%) Ansible
4 6 (0.81%) Grafana
5 4 (0.54%) Kibana
5 4 (0.54%) logstash
5 4 (0.54%) Prometheus
6 2 (0.27%) Kubeflow
6 2 (0.27%) Puppet
7 1 (0.13%) Argo
7 1 (0.13%) NetBackup
Vendors
1 153 (20.65%) Databricks
2 65 (8.77%) Microsoft
3 42 (5.67%) Oracle
4 32 (4.32%) Google
5 20 (2.70%) Informatica
6 19 (2.56%) Palantir
7 16 (2.16%) SAP
8 10 (1.35%) Virgin Media
9 9 (1.21%) Commvault
10 8 (1.08%) Foundry
10 8 (1.08%) Talend
11 6 (0.81%) Cloudera
11 6 (0.81%) IBM
12 5 (0.67%) Alteryx
12 5 (0.67%) Denodo
13 4 (0.54%) Atlassian
13 4 (0.54%) MicroStrategy
13 4 (0.54%) Splunk
14 3 (0.40%) Red Hat
14 3 (0.40%) Salesforce