Data Engineering Contract Job Trends in England

Data Engineering
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Data Engineering skills. It covers contract job vacancies from the 6 months leading up to 18 June 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 78 151 202
Rank change year-on-year +73 +51 -6
Contract jobs citing Data Engineering 1,280 455 451
As % of all contract jobs in England 2.98% 1.83% 1.20%
As % of the Processes & Methodologies category 3.50% 2.01% 1.40%
Number of daily rates quoted 898 313 336
10th Percentile £397 £400 £375
25th Percentile £450 £450 £463
Median daily rate (50th Percentile) £525 £540 £575
Median % change year-on-year -2.78% -6.09% -8.00%
75th Percentile £638 £675 £688
90th Percentile £750 £825 £756
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -12.00%
Number of hourly rates quoted 14 7 13
10th Percentile £52.90 £24.75 £30.55
25th Percentile £65.00 £28.13 £35.00
Median hourly rate £70.00 £38.96 £48.50
Median % change year-on-year +79.67% -19.67% -36.81%
75th Percentile £82.31 £53.75 £60.00
90th Percentile £89.25 £58.25 -
UK median hourly rate £69.72 £38.96 £35.00
% change year-on-year +78.95% +11.31% -52.05%

All Process & Methodology Skills
England

Data Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 36,618 22,657 32,179
As % of all contract IT jobs advertised in England 85.18% 91.33% 85.34%
Number of daily rates quoted 23,120 14,657 20,816
10th Percentile £325 £303 £300
25th Percentile £415 £406 £413
Median daily rate (50th Percentile) £519 £520 £525
Median % change year-on-year -0.23% -1.00% -4.55%
75th Percentile £625 £638 £650
90th Percentile £727 £750 £750
UK median daily rate £513 £505 £525
% change year-on-year +1.46% -3.79% -4.55%
Number of hourly rates quoted 2,297 1,070 2,391
10th Percentile £15.25 £14.20 £12.79
25th Percentile £21.00 £18.11 £16.04
Median hourly rate £47.00 £27.40 £37.50
Median % change year-on-year +71.53% -26.93% +5.19%
75th Percentile £68.00 £57.19 £61.30
90th Percentile £82.25 £75.00 £72.50
UK median hourly rate £43.96 £26.21 £37.18
% change year-on-year +67.72% -29.51% +6.14%

Data Engineering
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Data Engineering relative to all contract IT jobs advertised in England.

Data Engineering job vacancy trend in England

Data Engineering
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Data Engineering.

Contractor daily rate distribution trend for jobs in England citing Data Engineering

Data Engineering
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Engineering in England over the 6 months to 18 June 2026.

Daily rate histogram for Data Engineering in England

Data Engineering
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Data Engineering.

Contractor hourly rate distribution trend for jobs in England citing Data Engineering

Data Engineering
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Engineering in England over the 6 months to 18 June 2026.

Hourly rate histogram for Data Engineering in England

Data Engineering
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 Engineering within the England region over the 6 months to 18 June 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 +66 772 £550 -2.22% 279
North of England +26 163 £475 -5.00% 94
Midlands +26 127 £500 +8.11% 44
West Midlands +32 107 £498 -14.22% 25
South West +36 83 £500 -4.76% 35
South East -16 72 £525 +8.92% 128
Yorkshire -11 70 £480 -4.00% 20
North West -3 58 £500 - 61
North East -4 37 £425 -15.00% 13
East of England -15 24 £575 +78.92% 13
East Midlands -15 17 £525 +13.51% 19
Data Engineering
UK

Data Engineering
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
1 172 (13.44%) Apache Spark
2 147 (11.48%) Apache Airflow
3 94 (7.34%) Apache
4 38 (2.97%) SAS
5 23 (1.80%) Confluence
5 23 (1.80%) Jupyter
6 16 (1.25%) Palantir Foundry
7 10 (0.78%) SharePoint
8 8 (0.63%) Appian
9 7 (0.55%) Apache Superset
10 5 (0.39%) Microsoft Exchange
11 2 (0.16%) Apache Synapse
11 2 (0.16%) ArcGIS
12 1 (0.078%) Camunda
12 1 (0.078%) CICS
12 1 (0.078%) IBM HTTP Server
12 1 (0.078%) PowerExchange
Applications
1 22 (1.72%) Microsoft Excel
2 8 (0.63%) Spreadsheet
3 7 (0.55%) Microsoft Office
4 6 (0.47%) Microsoft PowerPoint
5 3 (0.23%) Chatbot
6 1 (0.078%) Microsoft Project
6 1 (0.078%) MS Visio
6 1 (0.078%) Notion
6 1 (0.078%) Trello
Business Applications
1 6 (0.47%) Aladdin
2 5 (0.39%) BambooHR
2 5 (0.39%) Dynamics CRM
3 4 (0.31%) SAP S/4HANA
4 3 (0.23%) Salesforce CRM
5 2 (0.16%) Endur
5 2 (0.16%) NetSuite
5 2 (0.16%) Oracle Assets
5 2 (0.16%) Sage X3
5 2 (0.16%) SAP BPC
5 2 (0.16%) Temenos T24
6 1 (0.078%) FIS Private Capital Suite
6 1 (0.078%) Markit EDM
6 1 (0.078%) SAP ECC
Cloud Services
1 548 (42.81%) Azure
2 492 (38.44%) AWS
3 289 (22.58%) Power Platform
4 174 (13.59%) GCP
5 172 (13.44%) Snowflake
6 164 (12.81%) Azure Data Factory
7 147 (11.48%) Amazon S3
7 147 (11.48%) dbt
8 127 (9.92%) Azure Synapse Analytics
9 117 (9.14%) GitHub
10 115 (8.98%) Azure DevOps
11 109 (8.52%) Serverless
12 94 (7.34%) AWS Lambda
13 69 (5.39%) GitHub Actions
14 35 (2.73%) Amazon EMR
14 35 (2.73%) AWS CloudFormation
15 30 (2.34%) Azure AI
16 27 (2.11%) Azure Cosmos DB
17 26 (2.03%) Amazon Bedrock
18 25 (1.95%) Dagster
Communications & Networking
1 5 (0.39%) Firewall
1 5 (0.39%) RTP
2 2 (0.16%) Network Security
3 1 (0.078%) 4G
3 1 (0.078%) 5G
3 1 (0.078%) MIMO
3 1 (0.078%) MQTT
Database & Business Intelligence
1 266 (20.78%) Power BI
2 239 (18.67%) Data Warehouse
3 201 (15.70%) Data Lake
4 112 (8.75%) Metadata
5 91 (7.11%) Amazon Redshift
6 85 (6.64%) Big Data
6 85 (6.64%) Delta Lake
7 84 (6.56%) SQL Server
8 75 (5.86%) BigQuery
8 75 (5.86%) Tableau
9 65 (5.08%) Amazon Athena
9 65 (5.08%) NoSQL
10 64 (5.00%) Snowflake Schema
11 50 (3.91%) Relational Database
12 47 (3.67%) Azure SQL Database
13 45 (3.52%) PostgreSQL
14 39 (3.05%) Hadoop
15 37 (2.89%) SQL Server Integration Services
16 31 (2.42%) Spark SQL
17 30 (2.34%) Star Schema
Development Applications
1 139 (10.86%) Git
2 69 (5.39%) GitLab
3 50 (3.91%) JIRA
4 34 (2.66%) MLflow
5 20 (1.56%) Jenkins
6 6 (0.47%) SonarQube
7 4 (0.31%) Postman
7 4 (0.31%) Selenium
8 3 (0.23%) Artifactory
8 3 (0.23%) Bitbucket
8 3 (0.23%) Snyk
8 3 (0.23%) Visual Studio
9 2 (0.16%) ERwin
9 2 (0.16%) Robot Framework
9 2 (0.16%) Terragrunt
10 1 (0.078%) Ant
10 1 (0.078%) Atlassian Bamboo
10 1 (0.078%) Cypress.io
10 1 (0.078%) JUnit
10 1 (0.078%) Maven
General
1 316 (24.69%) Finance
2 305 (23.83%) Social Skills
3 191 (14.92%) Analytical Skills
4 135 (10.55%) Public Sector
5 85 (6.64%) Banking
6 31 (2.42%) Marketing
7 29 (2.27%) Inclusion and Diversity
7 29 (2.27%) Retail
8 24 (1.88%) Documentation Skills
9 18 (1.41%) Telecoms
10 16 (1.25%) Front Office
11 14 (1.09%) Financial Institution
12 12 (0.94%) Investment Banking
13 11 (0.86%) Influencing Skills
14 9 (0.70%) Legal
15 8 (0.63%) Law
16 7 (0.55%) Manufacturing
16 7 (0.55%) Pharmaceutical
17 6 (0.47%) Military
18 5 (0.39%) Back Office
Job Titles
1 597 (46.64%) Data Engineer
2 190 (14.84%) Senior
3 143 (11.17%) Architect
3 143 (11.17%) Lead
4 118 (9.22%) Senior Data Engineer
5 73 (5.70%) Data Architect
6 63 (4.92%) Developer
7 59 (4.61%) AWS Engineer
7 59 (4.61%) Lead Data Engineer
8 58 (4.53%) Analyst
9 48 (3.75%) AWS Data Engineer
10 45 (3.52%) Snowflake Engineer
11 44 (3.44%) Solutions Architect
12 43 (3.36%) Data Scientist
13 40 (3.13%) Snowflake Data Engineer
14 39 (3.05%) Azure Engineer
15 37 (2.89%) Consultant
16 36 (2.81%) Artificial Intelligence Engineer
17 34 (2.66%) Azure Data Engineer
18 32 (2.50%) Data Analyst
Libraries, Frameworks & Software Standards
1 178 (13.91%) PySpark
2 116 (9.06%) Kafka
3 44 (3.44%) Pandas
4 43 (3.36%) REST
5 34 (2.66%) scikit-learn
6 31 (2.42%) PyTorch
7 28 (2.19%) NumPy
8 27 (2.11%) JSON
9 23 (1.80%) React
9 23 (1.80%) Spring
9 23 (1.80%) TensorFlow
10 17 (1.33%) RESTful
11 16 (1.25%) Spring Boot
12 15 (1.17%) FastAPI
12 15 (1.17%) pytest
12 15 (1.17%) YAML
13 13 (1.02%) Great Expectations
13 13 (1.02%) LangChain
13 13 (1.02%) XML
14 12 (0.94%) .NET
Miscellaneous
1 170 (13.28%) Cloud Native
2 51 (3.98%) Distributed Systems
2 51 (3.98%) Legacy Systems
3 46 (3.59%) Data Structures
4 40 (3.13%) Product Ownership
5 30 (2.34%) AI Agents
6 27 (2.11%) Onboarding
7 26 (2.03%) Distributed Computing
8 22 (1.72%) Greenfield Project
9 21 (1.64%) Data Protection Act
10 18 (1.41%) Analytical Mindset
11 16 (1.25%) NHS
12 15 (1.17%) Algorithms
13 14 (1.09%) Clustering
13 14 (1.09%) Fixed Income
14 12 (0.94%) Self-Motivation
15 11 (0.86%) Hybrid Cloud
16 10 (0.78%) Management Information System
17 9 (0.70%) Equities
17 9 (0.70%) Virtual Team
Operating Systems
1 27 (2.11%) Linux
2 25 (1.95%) Unix
3 5 (0.39%) VMS
4 3 (0.23%) Windows
5 2 (0.16%) Windows Server
6 1 (0.078%) Ubuntu
Processes & Methodologies
1 657 (51.33%) Analytics
2 595 (46.48%) Data Pipeline
3 488 (38.13%) Data Modelling
4 462 (36.09%) CI/CD
5 456 (35.63%) ETL
6 387 (30.23%) AI
7 333 (26.02%) Business Intelligence
8 317 (24.77%) DevOps
9 316 (24.69%) Agile
10 256 (20.00%) Data Governance
11 248 (19.38%) Machine Learning
12 219 (17.11%) Problem-Solving
13 213 (16.64%) Data Science
14 176 (13.75%) Decision-Making
15 175 (13.67%) Data Architecture
16 174 (13.59%) Migration
17 170 (13.28%) Validation
18 151 (11.80%) Infrastructure as Code
19 138 (10.78%) Data Transformation
20 134 (10.47%) Stakeholder Management
Programming Languages
1 700 (54.69%) SQL
2 684 (53.44%) Python
3 106 (8.28%) Java
4 40 (3.13%) Data Analysis Expressions
5 39 (3.05%) Scala
6 33 (2.58%) C#
7 29 (2.27%) Bash
8 25 (1.95%) T-SQL
9 23 (1.80%) PowerShell
10 19 (1.48%) JavaScript
11 18 (1.41%) R
12 17 (1.33%) Bicep
12 17 (1.33%) PL/SQL
13 13 (1.02%) TypeScript
14 12 (0.94%) Shell Script
15 10 (0.78%) SAS Macro
16 5 (0.39%) Korn
16 5 (0.39%) Kusto Query Language
17 3 (0.23%) SPARQL
18 2 (0.16%) Go
Qualifications
1 243 (18.98%) Security Cleared
2 215 (16.80%) SC Cleared
3 78 (6.09%) Degree
4 35 (2.73%) Computer Science Degree
5 31 (2.42%) Azure Certification
6 29 (2.27%) BPSS Clearance
7 24 (1.88%) Master's Degree
8 18 (1.41%) AWS Certification
9 13 (1.02%) DBS Check
10 12 (0.94%) DV Cleared
10 12 (0.94%) Microsoft Certification
11 7 (0.55%) AWS Certified Cloud Practitioner
12 5 (0.39%) AWS Certified Solutions Architect
12 5 (0.39%) SnowPro
13 2 (0.16%) PhD
13 2 (0.16%) PMI Certification
13 2 (0.16%) Tableau Certification
14 1 (0.078%) CCSP
14 1 (0.078%) Microsoft Certified Professional
14 1 (0.078%) PMP
Quality Assurance & Compliance
1 362 (28.28%) Data Quality
2 80 (6.25%) GDPR
3 61 (4.77%) QA
4 10 (0.78%) SLA
5 8 (0.63%) Sarbanes-Oxley
6 7 (0.55%) Accessibility
7 5 (0.39%) ISO/IEC 27001
8 4 (0.31%) MiFID
8 4 (0.31%) Solvency II
9 3 (0.23%) California Consumer Privacy Act
9 3 (0.23%) GRC
9 3 (0.23%) HIPAA
9 3 (0.23%) NIST
10 2 (0.16%) Actionable Recommendations
10 2 (0.16%) EMIR
10 2 (0.16%) GxP
10 2 (0.16%) ISO/IEC 42001
10 2 (0.16%) PMO
11 1 (0.078%) FATCA
11 1 (0.078%) ISO 13485
System Software
1 120 (9.38%) Docker
2 3 (0.23%) Active Directory
2 3 (0.23%) Virtual Machines
3 2 (0.16%) HDFS
Systems Management
1 180 (14.06%) Terraform
2 103 (8.05%) Kubernetes
3 22 (1.72%) Prometheus
4 12 (0.94%) Grafana
5 9 (0.70%) Ansible
6 3 (0.23%) Argo
6 3 (0.23%) Kibana
6 3 (0.23%) Nagios
6 3 (0.23%) Rancher
7 2 (0.16%) Kubeflow
7 2 (0.16%) logstash
7 2 (0.16%) Thomson Reuters DACS
8 1 (0.078%) Control-M
8 1 (0.078%) Hadoop YARN
8 1 (0.078%) HP Fortify
8 1 (0.078%) IBM Guardium
8 1 (0.078%) Oozie
Vendors
1 309 (24.14%) Databricks
2 222 (17.34%) Microsoft
3 68 (5.31%) Informatica
4 52 (4.06%) Oracle
5 50 (3.91%) Google
6 26 (2.03%) OpenAI
6 26 (2.03%) Talend
7 24 (1.88%) Foundry
8 23 (1.80%) SAP
9 21 (1.64%) Splunk
10 20 (1.56%) Palantir
11 17 (1.33%) Salesforce
12 15 (1.17%) Cloudera
12 15 (1.17%) ServiceNow
13 12 (0.94%) Trend Micro
14 9 (0.70%) UiPath
15 8 (0.63%) Automation Anywhere
15 8 (0.63%) Denodo
16 7 (0.55%) InterSystems
17 6 (0.47%) Workday