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 17 August 2026.

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

 6 months to
17 Aug 2026		 Same period 2025 Same period 2024
Rank 58 127 95
Rank change year-on-year +69 -32 +21
Contract jobs requiring a Data Engineer 1,752 627 773
As % of all contract jobs in England 3.83% 2.26% 2.33%
As % of the Job Titles category 4.15% 2.46% 2.51%
Number of daily rates quoted 1,181 453 565
10th Percentile £382 £377 £263
25th Percentile £425 £427 £425
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -4.55%
75th Percentile £588 £600 £638
90th Percentile £663 £695 £700
UK median daily rate £500 £500 £525
% change year-on-year - -4.76% -4.55%
Number of hourly rates quoted 84 11 25
10th Percentile £19.91 £26.00 £44.00
25th Percentile £30.96 £42.25 £60.00
Median hourly rate £43.75 £52.50 £80.00
Median % change year-on-year -16.67% -34.38% +12.28%
75th Percentile £70.00 £70.60 -
90th Percentile £75.00 £80.00 -
UK median hourly rate £47.50 £52.50 £75.00
% change year-on-year -9.52% -30.00% +5.26%

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 42,264 25,460 30,800
% of contract IT jobs with a recognized job title 92.48% 91.59% 92.92%
Number of daily rates quoted 25,561 16,436 20,203
10th Percentile £325 £281 £300
25th Percentile £425 £400 £413
Median daily rate (50th Percentile) £525 £510 £525
Median % change year-on-year +2.94% -2.86% -4.55%
75th Percentile £630 £625 £638
90th Percentile £738 £738 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -1.69%
Number of hourly rates quoted 3,196 1,351 1,763
10th Percentile £15.24 £13.50 £14.16
25th Percentile £21.25 £17.48 £21.15
Median hourly rate £42.50 £25.30 £45.00
Median % change year-on-year +67.98% -43.78% +8.43%
75th Percentile £68.00 £55.00 £66.00
90th Percentile £80.00 £75.00 £75.00
UK median hourly rate £41.74 £25.15 £43.00
% change year-on-year +65.94% -41.51% +2.87%

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 17 August 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 17 August 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 17 August 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 +41 846 £525 - 257
Midlands +74 400 £463 +0.54% 56
West Midlands +61 342 £460 +2.11% 43
North of England +30 229 £500 +5.26% 107
North West +33 132 £525 +10.53% 54
South East +24 130 £467 +3.78% 107
South West +6 88 £525 +5.00% 37
Yorkshire +1 76 £465 -7.00% 25
East Midlands +23 58 £473 +2.16% 13
East of England +11 40 £475 +22.58% 19
North East -27 22 £520 +23.08% 28
Data Engineer
UK

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

For the 6 months to 17 August 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.

1 884 (50.46%) SQL
2 752 (42.92%) Data Pipeline
3 710 (40.53%) Python
4 647 (36.93%) Data Engineering
5 631 (36.02%) Analytics
6 608 (34.70%) ETL
7 584 (33.33%) Data Modelling
8 534 (30.48%) Azure
9 515 (29.39%) AWS
10 477 (27.23%) Security Cleared
11 435 (24.83%) Data Quality
12 420 (23.97%) CI/CD
13 419 (23.92%) SC Cleared
14 331 (18.89%) Databricks
15 312 (17.81%) Agile
16 309 (17.64%) Business Intelligence
17 292 (16.67%) Data Warehouse
18 291 (16.61%) DevOps
19 278 (15.87%) Migration
20 241 (13.76%) Data Governance
21 234 (13.36%) Power Platform
22 233 (13.30%) PySpark
23 231 (13.18%) AI
24 225 (12.84%) Power BI
25 222 (12.67%) Microsoft
26 212 (12.10%) Azure Data Factory
27 210 (11.99%) Problem-Solving
28 209 (11.93%) Validation
29 207 (11.82%) Data Integration
30 202 (11.53%) Data Transformation

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
1 179 (10.22%) Apache Airflow
2 148 (8.45%) Apache Spark
3 111 (6.34%) Apache
4 74 (4.22%) SAS
5 35 (2.00%) Confluence
6 13 (0.74%) Palantir Foundry
7 12 (0.68%) SharePoint
8 9 (0.51%) Jupyter
9 3 (0.17%) Apache Superset
10 2 (0.11%) Microsoft Exchange
11 1 (0.057%) ArcGIS
11 1 (0.057%) Liferay
11 1 (0.057%) Luigi
11 1 (0.057%) PowerExchange
11 1 (0.057%) R Markdown
Applications
1 24 (1.37%) Microsoft Excel
2 5 (0.29%) Notepad++
2 5 (0.29%) Spreadsheet
3 4 (0.23%) Chatbot
4 1 (0.057%) Microsoft PowerPoint
Business Applications
1 12 (0.68%) Aladdin
2 7 (0.40%) Dynamics CRM
3 5 (0.29%) Infor LN
3 5 (0.29%) NetSuite
3 5 (0.29%) Sage X3
4 3 (0.17%) SAP BPC
4 3 (0.17%) SAP S/4HANA
4 3 (0.17%) SimCorp Dimension
4 3 (0.17%) Sparx Enterprise Architect
5 2 (0.11%) BambooHR
5 2 (0.11%) Maximo
6 1 (0.057%) FIS Private Capital Suite
6 1 (0.057%) iTrent
6 1 (0.057%) MIS ActiveH
6 1 (0.057%) Oracle 11i
6 1 (0.057%) Oracle Assets
6 1 (0.057%) Raiser’s Edge
6 1 (0.057%) SAP Business ByDesign
6 1 (0.057%) SAP CAR
6 1 (0.057%) SAP EWM
Cloud Services
1 534 (30.48%) Azure
2 515 (29.39%) AWS
3 234 (13.36%) Power Platform
4 212 (12.10%) Azure Data Factory
5 191 (10.90%) Snowflake
6 187 (10.67%) dbt
7 159 (9.08%) GCP
8 145 (8.28%) Amazon S3
9 134 (7.65%) Azure Synapse Analytics
10 127 (7.25%) Azure DevOps
11 102 (5.82%) GitHub
12 101 (5.76%) Serverless
13 88 (5.02%) AWS Lambda
14 43 (2.45%) GitHub Actions
15 36 (2.05%) Amazon EMR
16 28 (1.60%) Amazon CloudWatch
17 25 (1.43%) AWS Step Functions
18 23 (1.31%) Amazon Kinesis
18 23 (1.31%) Fivetran
18 23 (1.31%) Matillion
Communications & Networking
1 32 (1.83%) VPN
2 31 (1.77%) BGP
2 31 (1.77%) DMZ
2 31 (1.77%) DNS
2 31 (1.77%) Multicast
3 9 (0.51%) Structured Cabling
4 7 (0.40%) Firewall
5 5 (0.29%) PuTTY
5 5 (0.29%) WinSCP
6 4 (0.23%) Wi-Fi
6 4 (0.23%) Wireless
7 3 (0.17%) Intrusion Detection
Database & Business Intelligence
1 292 (16.67%) Data Warehouse
2 225 (12.84%) Power BI
3 153 (8.73%) Data Lake
4 106 (6.05%) Metadata
5 97 (5.54%) BigQuery
6 94 (5.37%) Amazon Redshift
7 90 (5.14%) Pentaho
8 84 (4.79%) SQL Server
9 77 (4.39%) Delta Lake
10 66 (3.77%) Amazon Athena
11 65 (3.71%) Tableau
12 64 (3.65%) Big Data
13 61 (3.48%) PostgreSQL
14 51 (2.91%) Snowflake Schema
15 50 (2.85%) NoSQL
15 50 (2.85%) Relational Database
16 49 (2.80%) Azure SQL Database
17 47 (2.68%) SQL Server Integration Services
18 35 (2.00%) Amazon RDS
18 35 (2.00%) Hadoop
Development Applications
1 151 (8.62%) Git
2 86 (4.91%) GitLab
3 66 (3.77%) JIRA
4 46 (2.63%) Jenkins
5 9 (0.51%) MLflow
6 7 (0.40%) Postman
7 6 (0.34%) Bitbucket
8 5 (0.29%) Artifactory
8 5 (0.29%) SonarQube
9 4 (0.23%) ERwin
10 3 (0.17%) Newman
10 3 (0.17%) Sonatype Nexus
11 2 (0.11%) Atlassian Bamboo
11 2 (0.11%) Claude Code
11 2 (0.11%) ER Studio
11 2 (0.11%) Selenium
11 2 (0.11%) SQL Server Management Studio (SSMS)
11 2 (0.11%) Terragrunt
11 2 (0.11%) Yeoman
12 1 (0.057%) Toad
General
1 283 (16.15%) Finance
2 273 (15.58%) Social Skills
3 197 (11.24%) Analytical Skills
4 156 (8.90%) Public Sector
5 103 (5.88%) Banking
6 31 (1.77%) Inclusion and Diversity
7 24 (1.37%) Telecoms
8 22 (1.26%) Marketing
8 22 (1.26%) Retail
9 19 (1.08%) Automotive
9 19 (1.08%) Manufacturing
10 17 (0.97%) Aerospace
10 17 (0.97%) Front Office
10 17 (0.97%) Investment Banking
11 16 (0.91%) Documentation Skills
12 15 (0.86%) Pharmaceutical
13 10 (0.57%) Financial Institution
13 10 (0.57%) Law
14 8 (0.46%) Billing
14 8 (0.46%) Legal
Libraries, Frameworks & Software Standards
1 233 (13.30%) PySpark
2 121 (6.91%) Kafka
3 30 (1.71%) Pandas
4 25 (1.43%) REST
5 24 (1.37%) JSON
6 22 (1.26%) Spring
6 22 (1.26%) Spring Boot
7 20 (1.14%) Great Expectations
8 16 (0.91%) XML
9 15 (0.86%) Apache Beam
10 14 (0.80%) React
10 14 (0.80%) YAML
11 13 (0.74%) RESTful
12 12 (0.68%) pytest
13 10 (0.57%) Microsoft Graph
14 9 (0.51%) Apache Avro
14 9 (0.51%) PyTorch
15 8 (0.46%) .NET
15 8 (0.46%) Spark Streaming
16 7 (0.40%) HTML
Miscellaneous
1 131 (7.48%) Cloud Native
2 79 (4.51%) Legacy Systems
3 51 (2.91%) Data Structures
4 34 (1.94%) Onboarding
5 24 (1.37%) Product Ownership
6 23 (1.31%) Distributed Systems
7 21 (1.20%) Greenfield Project
8 20 (1.14%) NHS
9 19 (1.08%) Reference Data
10 18 (1.03%) Reinsurance
11 14 (0.80%) Management Information System
12 12 (0.68%) AI Agents
12 12 (0.68%) Data Protection Act
13 11 (0.63%) Algorithms
13 11 (0.63%) Clustering
14 10 (0.57%) Life Science
14 10 (0.57%) Virtual Team
15 9 (0.51%) Self-Motivation
16 8 (0.46%) Linux Command Line
16 8 (0.46%) Replication
Operating Systems
1 61 (3.48%) Unix
2 45 (2.57%) Linux
3 4 (0.23%) Windows
4 2 (0.11%) Ubuntu
4 2 (0.11%) Windows Server
5 1 (0.057%) Robot Operating System
5 1 (0.057%) VMS
Processes & Methodologies
1 752 (42.92%) Data Pipeline
2 647 (36.93%) Data Engineering
3 631 (36.02%) Analytics
4 608 (34.70%) ETL
5 584 (33.33%) Data Modelling
6 420 (23.97%) CI/CD
7 312 (17.81%) Agile
8 309 (17.64%) Business Intelligence
9 291 (16.61%) DevOps
10 278 (15.87%) Migration
11 241 (13.76%) Data Governance
12 231 (13.18%) AI
13 210 (11.99%) Problem-Solving
14 209 (11.93%) Validation
15 207 (11.82%) Data Integration
16 202 (11.53%) Data Transformation
17 170 (9.70%) Decision-Making
18 149 (8.50%) Data Science
19 142 (8.11%) Test Automation
20 139 (7.93%) Machine Learning
Programming Languages
1 884 (50.46%) SQL
2 710 (40.53%) Python
3 103 (5.88%) Java
4 58 (3.31%) Scala
5 50 (2.85%) PL/SQL
6 33 (1.88%) Shell Script
7 27 (1.54%) T-SQL
8 26 (1.48%) Bash
8 26 (1.48%) Data Analysis Expressions
9 22 (1.26%) PowerShell
10 16 (0.91%) C#
10 16 (0.91%) JavaScript
11 12 (0.68%) R
12 8 (0.46%) Bicep
13 6 (0.34%) Go
13 6 (0.34%) TypeScript
14 4 (0.23%) Korn
15 2 (0.11%) COBOL
15 2 (0.11%) Ruby
15 2 (0.11%) SPARQL
Qualifications
1 477 (27.23%) Security Cleared
2 419 (23.92%) SC Cleared
3 41 (2.34%) Degree
4 33 (1.88%) BPSS Clearance
5 22 (1.26%) Azure Certification
6 21 (1.20%) Computer Science Degree
6 21 (1.20%) DV Cleared
7 10 (0.57%) AWS Certification
8 9 (0.51%) City & Guilds
9 8 (0.46%) DBS Check
10 6 (0.34%) AWS Certified Cloud Practitioner
10 6 (0.34%) Master's Degree
10 6 (0.34%) SnowPro
11 5 (0.29%) BICSI Certification
11 5 (0.29%) CISM
11 5 (0.29%) CISSP
12 4 (0.23%) Microsoft Certification
13 3 (0.17%) CEH
14 1 (0.057%) PMI Certification
14 1 (0.057%) PMP
Quality Assurance & Compliance
1 435 (24.83%) Data Quality
2 61 (3.48%) QA
3 42 (2.40%) GDPR
4 16 (0.91%) Accessibility
5 12 (0.68%) SLA
6 6 (0.34%) FATCA
7 5 (0.29%) Sarbanes-Oxley
8 4 (0.23%) HIPAA
8 4 (0.23%) ISO/IEC 27001
9 3 (0.17%) MiFID
10 2 (0.11%) California Consumer Privacy Act
10 2 (0.11%) EMIR
10 2 (0.11%) GMP
10 2 (0.11%) SNOMED CT
10 2 (0.11%) WCAG
11 1 (0.057%) Disclosure Scotland
11 1 (0.057%) Government Security Classifications
11 1 (0.057%) GxP
11 1 (0.057%) IFRS
11 1 (0.057%) PCI DSS
System Software
1 116 (6.62%) Docker
2 4 (0.23%) Virtual Machines
3 2 (0.11%) Active Directory
3 2 (0.11%) HDFS
4 1 (0.057%) RACF
Systems Management
1 161 (9.19%) Terraform
2 89 (5.08%) Kubernetes
3 34 (1.94%) Grafana
4 14 (0.80%) Ansible
5 9 (0.51%) Control-M
6 6 (0.34%) Kibana
7 3 (0.17%) Prometheus
8 2 (0.11%) Apache Ranger
8 2 (0.11%) Puppet
8 2 (0.11%) Rancher
8 2 (0.11%) Thomson Reuters DACS
9 1 (0.057%) Kubeflow
9 1 (0.057%) logstash
Vendors
1 331 (18.89%) Databricks
2 222 (12.67%) Microsoft
3 156 (8.90%) Oracle
4 123 (7.02%) Informatica
5 115 (6.56%) Talend
6 67 (3.82%) Google
7 63 (3.60%) Denodo
8 33 (1.88%) SAP
9 32 (1.83%) Cisco
9 32 (1.83%) F5
10 28 (1.60%) Salesforce
11 23 (1.31%) Palantir
12 18 (1.03%) Foundry
13 17 (0.97%) Cloudera
13 17 (0.97%) Splunk
14 14 (0.80%) ServiceNow
15 11 (0.63%) Sage
16 10 (0.57%) IBM
17 9 (0.51%) Bloomberg
18 8 (0.46%) InterSystems
532 Data Engineer jobs in England