Data Engineer Contract Job Trends 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 16 July 2026.

The table below compares current contractor rates and summary statistics with the previous two years.

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 55 111 97
Rank change year-on-year +56 -14 +21
Contract jobs requiring a Data Engineer 1,703 661 836
As % of all contract jobs in England 3.80% 2.43% 2.29%
As % of the Job Titles category 4.11% 2.65% 2.46%
Number of daily rates quoted 1,174 486 629
10th Percentile £381 £375 £263
25th Percentile £425 £425 £413
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -4.55%
75th Percentile £588 £588 £626
90th Percentile £650 £700 £690
UK median daily rate £500 £500 £500
% change year-on-year - -0.05% -9.05%
Number of hourly rates quoted 70 11 35
10th Percentile £19.34 £18.22 £37.50
25th Percentile £34.22 £46.75 £49.25
Median hourly rate £42.03 £52.50 £75.00
Median % change year-on-year -19.95% -30.00% -3.23%
75th Percentile £68.00 £78.10 £80.00
90th Percentile £75.00 £80.00 -
UK median hourly rate £50.00 £52.50 £75.00
% change year-on-year -4.76% -30.00% -3.23%

All Contract IT Job Roles
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 41,387 24,981 33,973
% of contract IT jobs with a recognized job title 92.47% 91.90% 92.93%
Number of daily rates quoted 25,310 16,224 22,273
10th Percentile £325 £291 £300
25th Percentile £423 £404 £413
Median daily rate (50th Percentile) £525 £513 £525
Median % change year-on-year +2.44% -2.38% -4.55%
75th Percentile £625 £630 £638
90th Percentile £738 £738 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -2.33%
Number of hourly rates quoted 2,974 1,234 2,436
10th Percentile £16.04 £13.80 £13.00
25th Percentile £22.50 £17.87 £17.25
Median hourly rate £46.73 £28.00 £40.00
Median % change year-on-year +66.89% -30.00% -6.98%
75th Percentile £68.00 £57.50 £64.25
90th Percentile £80.04 £75.00 £75.00
UK median hourly rate £45.00 £26.21 £40.00
% change year-on-year +71.69% -34.48% -5.88%

Data Engineer
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings featuring 'Data Engineer' in the job title relative to all contract IT jobs advertised in England.

Data Engineer job vacancy trend in England

Data Engineer
Daily Rate Trend in England

Contractor daily rate distribution trend for Data Engineer job vacancies in England.

Contractor daily rate distribution trend for Data Engineer job vacancies in England

Data Engineer
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Engineer in England over the 6 months to 16 July 2026.

Daily rate histogram for Data Engineer in England

Data Engineer
Hourly Rate Trend in England

Contractor hourly rate distribution trend for Data Engineer job vacancies in England.

Contractor hourly rate distribution trend for Data Engineer job vacancies in England

Data Engineer
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Engineer in England over the 6 months to 16 July 2026.

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 16 July 2026. 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 +37 833 £525 - 115
Midlands +54 370 £465 +3.33% 42
West Midlands +50 328 £460 - 30
North of England +26 230 £475 - 78
North West +22 136 £525 +10.53% 41
South East +18 128 £470 +10.59% 76
South West +25 96 £525 +5.00% 27
Yorkshire -8 72 £470 -1.05% 20
East Midlands +13 42 £500 +19.05% 12
East of England -3 28 £565 +77.67% 14
North East -22 23 £515 +17.71% 17
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in England

For the 6 months to 16 July 2026, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads across the England region featuring Data Engineer in the job title.

1 882 (51.79%) SQL
2 732 (42.98%) Python
3 723 (42.45%) Data Pipeline
4 633 (37.17%) Data Engineering
5 632 (37.11%) Analytics
6 618 (36.29%) ETL
7 582 (34.17%) Data Modelling
8 528 (31.00%) Azure
9 491 (28.83%) AWS
10 465 (27.30%) Security Cleared
11 415 (24.37%) Data Quality
12 409 (24.02%) CI/CD
13 406 (23.84%) SC Cleared
14 324 (19.03%) Business Intelligence
15 319 (18.73%) Databricks
16 295 (17.32%) Agile
17 284 (16.68%) Data Warehouse
18 283 (16.62%) DevOps
19 267 (15.68%) Migration
20 257 (15.09%) Power Platform
21 245 (14.39%) Power BI
22 233 (13.68%) Data Governance
23 224 (13.15%) PySpark
24 217 (12.74%) Azure Data Factory
25 211 (12.39%) Microsoft
26 204 (11.98%) Problem-Solving
27 198 (11.63%) AI
28 197 (11.57%) Validation
29 188 (11.04%) Data Integration
30 185 (10.86%) Snowflake

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 157 (9.22%) Apache Airflow
2 135 (7.93%) Apache Spark
3 99 (5.81%) Apache
4 73 (4.29%) SAS
5 39 (2.29%) Confluence
6 10 (0.59%) Palantir Foundry
6 10 (0.59%) SharePoint
7 8 (0.47%) Jupyter
8 2 (0.12%) Apache Superset
8 2 (0.12%) Microsoft Exchange
9 1 (0.059%) Camunda
9 1 (0.059%) Liferay
9 1 (0.059%) Luigi
9 1 (0.059%) R Markdown
Applications
1 15 (0.88%) Microsoft Excel
2 5 (0.29%) Notepad++
3 4 (0.23%) Spreadsheet
4 2 (0.12%) Chatbot
5 1 (0.059%) Microsoft PowerPoint
Business Applications
1 10 (0.59%) Aladdin
2 8 (0.47%) Dynamics CRM
3 5 (0.29%) Infor LN
3 5 (0.29%) NetSuite
3 5 (0.29%) Sage X3
4 3 (0.18%) SAP BPC
4 3 (0.18%) SAP S/4HANA
4 3 (0.18%) SimCorp Dimension
5 2 (0.12%) BambooHR
5 2 (0.12%) Maximo
6 1 (0.059%) Elite 3E
6 1 (0.059%) FIS Private Capital Suite
6 1 (0.059%) iTrent
6 1 (0.059%) MIS ActiveH
6 1 (0.059%) NEC Housing
6 1 (0.059%) Oracle Assets
6 1 (0.059%) Raiser’s Edge
6 1 (0.059%) SAP Business ByDesign
6 1 (0.059%) SAP CAR
6 1 (0.059%) SAP EWM
Cloud Services
1 528 (31.00%) Azure
2 491 (28.83%) AWS
3 257 (15.09%) Power Platform
4 217 (12.74%) Azure Data Factory
5 185 (10.86%) Snowflake
6 173 (10.16%) dbt
7 154 (9.04%) Amazon S3
8 148 (8.69%) GCP
9 144 (8.46%) Azure Synapse Analytics
10 131 (7.69%) Azure DevOps
11 102 (5.99%) GitHub
11 102 (5.99%) Serverless
12 87 (5.11%) AWS Lambda
13 47 (2.76%) GitHub Actions
14 38 (2.23%) Amazon EMR
15 32 (1.88%) Matillion
16 26 (1.53%) Amazon CloudWatch
17 24 (1.41%) Amazon Kinesis
17 24 (1.41%) OpenShift
18 23 (1.35%) AWS CloudFormation
Communications & Networking
1 33 (1.94%) DNS
1 33 (1.94%) VPN
2 32 (1.88%) BGP
2 32 (1.88%) DMZ
2 32 (1.88%) Multicast
3 10 (0.59%) Structured Cabling
4 7 (0.41%) Firewall
5 5 (0.29%) PuTTY
5 5 (0.29%) WinSCP
6 4 (0.23%) Wi-Fi
6 4 (0.23%) Wireless
7 3 (0.18%) Intrusion Detection
8 1 (0.059%) 4G
8 1 (0.059%) 5G
Database & Business Intelligence
1 284 (16.68%) Data Warehouse
2 245 (14.39%) Power BI
3 156 (9.16%) Data Lake
4 98 (5.75%) Amazon Redshift
5 92 (5.40%) BigQuery
6 90 (5.28%) SQL Server
7 85 (4.99%) Pentaho
8 84 (4.93%) Metadata
9 83 (4.87%) Delta Lake
10 74 (4.35%) Tableau
11 62 (3.64%) PostgreSQL
12 61 (3.58%) Amazon Athena
13 60 (3.52%) Big Data
14 59 (3.46%) Snowflake Schema
15 52 (3.05%) SQL Server Integration Services
16 51 (2.99%) Azure SQL Database
17 43 (2.52%) NoSQL
18 41 (2.41%) Relational Database
19 35 (2.06%) Hadoop
20 34 (2.00%) Star Schema
Development Applications
1 154 (9.04%) Git
2 82 (4.82%) GitLab
3 71 (4.17%) JIRA
4 42 (2.47%) Jenkins
5 7 (0.41%) Postman
6 5 (0.29%) Artifactory
6 5 (0.29%) Bitbucket
6 5 (0.29%) MLflow
7 3 (0.18%) Newman
7 3 (0.18%) SonarQube
8 2 (0.12%) Atlassian Bamboo
8 2 (0.12%) Sonatype Nexus
8 2 (0.12%) SQL Server Management Studio (SSMS)
8 2 (0.12%) Visual Studio
8 2 (0.12%) Yeoman
9 1 (0.059%) ER Studio
9 1 (0.059%) ERwin
9 1 (0.059%) JUnit
9 1 (0.059%) Octopus Deploy
9 1 (0.059%) Selenium
General
1 283 (16.62%) Finance
2 262 (15.38%) Social Skills
3 190 (11.16%) Analytical Skills
4 149 (8.75%) Public Sector
5 93 (5.46%) Banking
6 32 (1.88%) Inclusion and Diversity
7 26 (1.53%) Retail
8 23 (1.35%) Telecoms
9 22 (1.29%) Documentation Skills
10 21 (1.23%) Marketing
11 19 (1.12%) Manufacturing
12 18 (1.06%) Investment Banking
13 16 (0.94%) Automotive
13 16 (0.94%) Pharmaceutical
14 14 (0.82%) Aerospace
15 12 (0.70%) Front Office
16 11 (0.65%) Publishing
17 9 (0.53%) Billing
17 9 (0.53%) Legal
18 7 (0.41%) Military
Libraries, Frameworks & Software Standards
1 224 (13.15%) PySpark
2 126 (7.40%) Kafka
3 36 (2.11%) Pandas
4 32 (1.88%) JSON
5 26 (1.53%) REST
6 22 (1.29%) Great Expectations
7 21 (1.23%) Spring
7 21 (1.23%) Spring Boot
7 21 (1.23%) XML
8 16 (0.94%) YAML
9 15 (0.88%) Apache Beam
10 13 (0.76%) Apache Avro
11 12 (0.70%) React
12 10 (0.59%) Microsoft Graph
12 10 (0.59%) RESTful
12 10 (0.59%) scikit-learn
13 9 (0.53%) GeoJSON
13 9 (0.53%) Node.js
13 9 (0.53%) Polars
13 9 (0.53%) pytest
Miscellaneous
1 129 (7.57%) Cloud Native
2 65 (3.82%) Legacy Systems
3 45 (2.64%) Data Structures
4 32 (1.88%) Onboarding
5 27 (1.59%) Distributed Systems
6 23 (1.35%) Greenfield Project
7 22 (1.29%) NHS
8 21 (1.23%) Reinsurance
9 20 (1.17%) Product Ownership
10 18 (1.06%) Clustering
11 15 (0.88%) Data Protection Act
12 11 (0.65%) Life Science
12 11 (0.65%) Virtual Team
13 10 (0.59%) Algorithms
14 9 (0.53%) Distributed Computing
14 9 (0.53%) Driving Licence
14 9 (0.53%) Replication
14 9 (0.53%) Self-Motivation
15 8 (0.47%) Analytical Mindset
15 8 (0.47%) Reference Data
Operating Systems
1 57 (3.35%) Unix
2 41 (2.41%) Linux
3 4 (0.23%) Windows
4 2 (0.12%) Ubuntu
4 2 (0.12%) Windows Server
5 1 (0.059%) VMS
Processes & Methodologies
1 723 (42.45%) Data Pipeline
2 633 (37.17%) Data Engineering
3 632 (37.11%) Analytics
4 618 (36.29%) ETL
5 582 (34.17%) Data Modelling
6 409 (24.02%) CI/CD
7 324 (19.03%) Business Intelligence
8 295 (17.32%) Agile
9 283 (16.62%) DevOps
10 267 (15.68%) Migration
11 233 (13.68%) Data Governance
12 204 (11.98%) Problem-Solving
13 198 (11.63%) AI
14 197 (11.57%) Validation
15 188 (11.04%) Data Integration
16 171 (10.04%) Data Transformation
17 164 (9.63%) Decision-Making
18 159 (9.34%) Data Science
19 140 (8.22%) Infrastructure as Code
20 133 (7.81%) Test Automation
Programming Languages
1 882 (51.79%) SQL
2 732 (42.98%) Python
3 104 (6.11%) Java
4 56 (3.29%) Scala
5 51 (2.99%) PL/SQL
6 32 (1.88%) T-SQL
7 30 (1.76%) Shell Script
8 29 (1.70%) C#
9 28 (1.64%) Data Analysis Expressions
10 26 (1.53%) Bash
11 23 (1.35%) PowerShell
12 13 (0.76%) R
13 12 (0.70%) Bicep
13 12 (0.70%) JavaScript
14 7 (0.41%) Go
14 7 (0.41%) TypeScript
15 2 (0.12%) HiveQL
15 2 (0.12%) Korn
15 2 (0.12%) Ruby
15 2 (0.12%) SPARQL
Qualifications
1 465 (27.30%) Security Cleared
2 406 (23.84%) SC Cleared
3 42 (2.47%) BPSS Clearance
4 39 (2.29%) Degree
5 26 (1.53%) Azure Certification
6 22 (1.29%) DV Cleared
7 18 (1.06%) Computer Science Degree
8 11 (0.65%) AWS Certification
9 9 (0.53%) City & Guilds
9 9 (0.53%) DBS Check
10 6 (0.35%) AWS Certified Cloud Practitioner
10 6 (0.35%) SnowPro
11 5 (0.29%) BICSI Certification
11 5 (0.29%) CISM
11 5 (0.29%) CISSP
12 4 (0.23%) Master's Degree
13 3 (0.18%) CEH
13 3 (0.18%) Microsoft Certification
14 1 (0.059%) CISA
14 1 (0.059%) Cisco Certification
Quality Assurance & Compliance
1 415 (24.37%) Data Quality
2 55 (3.23%) QA
3 47 (2.76%) GDPR
4 19 (1.12%) Accessibility
5 12 (0.70%) SLA
6 9 (0.53%) FATCA
7 5 (0.29%) ISO/IEC 27001
7 5 (0.29%) Sarbanes-Oxley
8 4 (0.23%) HIPAA
9 3 (0.18%) GMP
9 3 (0.18%) MiFID
10 2 (0.12%) California Consumer Privacy Act
10 2 (0.12%) EMIR
10 2 (0.12%) PMO
10 2 (0.12%) SNOMED CT
10 2 (0.12%) WCAG
11 1 (0.059%) Government Security Classifications
11 1 (0.059%) IFRS 17
11 1 (0.059%) ISO 13485
11 1 (0.059%) NIST
System Software
1 92 (5.40%) Docker
2 5 (0.29%) Virtual Machines
3 2 (0.12%) Active Directory
3 2 (0.12%) HDFS
4 1 (0.059%) RACF
Systems Management
1 177 (10.39%) Terraform
2 75 (4.40%) Kubernetes
3 35 (2.06%) Grafana
4 13 (0.76%) Ansible
5 10 (0.59%) Prometheus
6 6 (0.35%) Kibana
7 5 (0.29%) Control-M
8 3 (0.18%) Rancher
9 2 (0.12%) Apache Ranger
9 2 (0.12%) Thomson Reuters DACS
10 1 (0.059%) Kubeflow
10 1 (0.059%) logstash
10 1 (0.059%) NetBackup
10 1 (0.059%) Puppet
Vendors
1 319 (18.73%) Databricks
2 211 (12.39%) Microsoft
3 154 (9.04%) Oracle
4 126 (7.40%) Informatica
5 114 (6.69%) Talend
6 60 (3.52%) Google
7 59 (3.46%) Denodo
8 34 (2.00%) Cisco
8 34 (2.00%) F5
9 31 (1.82%) SAP
10 25 (1.47%) Salesforce
11 21 (1.23%) Splunk
12 20 (1.17%) Palantir
13 18 (1.06%) Cloudera
14 15 (0.88%) ServiceNow
15 14 (0.82%) Alteryx
15 14 (0.82%) Foundry
16 12 (0.70%) Sage
17 9 (0.53%) IBM
18 8 (0.47%) Bloomberg