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 22 June 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 78 156 197
Rank change year-on-year +78 +41 -9
Contract jobs citing Data Engineering 1,295 460 456
As % of all contract jobs in England 2.99% 1.84% 1.21%
As % of the Processes & Methodologies category 3.51% 2.02% 1.42%
Number of daily rates quoted 911 315 339
10th Percentile £390 £400 £375
25th Percentile £450 £450 £468
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 £763
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 36,902 22,811 32,109
As % of all contract IT jobs advertised in England 85.25% 91.37% 85.21%
Number of daily rates quoted 23,326 14,743 20,763
10th Percentile £325 £300 £303
25th Percentile £415 £406 £413
Median daily rate (50th Percentile) £520 £515 £525
Median % change year-on-year +0.97% -1.90% -4.55%
75th Percentile £625 £638 £650
90th Percentile £730 £750 £750
UK median daily rate £513 £502 £525
% change year-on-year +2.04% -4.33% -4.55%
Number of hourly rates quoted 2,306 1,092 2,399
10th Percentile £15.25 £14.20 £12.79
25th Percentile £21.00 £18.12 £16.06
Median hourly rate £47.50 £27.06 £38.12
Median % change year-on-year +75.52% -29.01% +8.82%
75th Percentile £68.75 £55.25 £61.47
90th Percentile £82.25 £74.88 £72.50
UK median hourly rate £43.96 £25.15 £37.50
% change year-on-year +74.79% -32.93% +7.14%

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 22 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 22 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 22 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 +61 780 £550 -1.57% 223
North of England +25 166 £475 -5.00% 65
Midlands +25 132 £500 +8.11% 37
West Midlands +27 112 £498 -14.22% 26
South West +26 80 £500 -11.11% 26
South East -18 74 £525 +5.00% 117
Yorkshire -4 70 £480 +3.78% 11
North West -3 60 £500 - 42
North East -5 38 £425 -15.00% 12
East of England -11 24 £575 +79.74% 12
East Midlands -12 17 £525 +13.51% 11
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
1 177 (13.67%) Apache Spark
2 149 (11.51%) Apache Airflow
3 99 (7.64%) Apache
4 39 (3.01%) SAS
5 23 (1.78%) Confluence
5 23 (1.78%) Jupyter
6 16 (1.24%) Palantir Foundry
7 11 (0.85%) SharePoint
8 7 (0.54%) Apache Superset
8 7 (0.54%) Appian
9 5 (0.39%) Microsoft Exchange
10 2 (0.15%) Apache Synapse
10 2 (0.15%) ArcGIS
11 1 (0.077%) Camunda
11 1 (0.077%) CICS
11 1 (0.077%) IBM HTTP Server
11 1 (0.077%) PowerExchange
Applications
1 22 (1.70%) Microsoft Excel
2 8 (0.62%) Spreadsheet
3 7 (0.54%) Microsoft Office
4 6 (0.46%) Microsoft PowerPoint
5 3 (0.23%) Chatbot
6 1 (0.077%) Microsoft Project
6 1 (0.077%) MS Visio
6 1 (0.077%) Notion
6 1 (0.077%) Trello
Business Applications
1 6 (0.46%) Aladdin
2 5 (0.39%) BambooHR
2 5 (0.39%) Dynamics CRM
3 4 (0.31%) Salesforce CRM
3 4 (0.31%) SAP S/4HANA
4 3 (0.23%) NetSuite
4 3 (0.23%) Sage X3
5 2 (0.15%) Endur
5 2 (0.15%) Oracle Assets
5 2 (0.15%) SAP BPC
5 2 (0.15%) Temenos T24
6 1 (0.077%) FIS Private Capital Suite
6 1 (0.077%) Markit EDM
6 1 (0.077%) SAP ECC
Cloud Services
1 556 (42.93%) Azure
2 503 (38.84%) AWS
3 289 (22.32%) Power Platform
4 180 (13.90%) GCP
5 178 (13.75%) Snowflake
6 159 (12.28%) Azure Data Factory
7 150 (11.58%) Amazon S3
8 148 (11.43%) dbt
9 126 (9.73%) Azure Synapse Analytics
10 116 (8.96%) GitHub
11 113 (8.73%) Azure DevOps
12 112 (8.65%) Serverless
13 97 (7.49%) AWS Lambda
14 69 (5.33%) GitHub Actions
15 36 (2.78%) Amazon EMR
16 34 (2.63%) AWS CloudFormation
17 29 (2.24%) Azure AI
18 27 (2.08%) Azure Cosmos DB
19 26 (2.01%) Amazon Bedrock
20 25 (1.93%) Dagster
Communications & Networking
1 5 (0.39%) Firewall
1 5 (0.39%) RTP
2 2 (0.15%) Network Security
3 1 (0.077%) 4G
3 1 (0.077%) 5G
3 1 (0.077%) MIMO
3 1 (0.077%) MQTT
Database & Business Intelligence
1 266 (20.54%) Power BI
2 246 (19.00%) Data Warehouse
3 200 (15.44%) Data Lake
4 118 (9.11%) Metadata
5 95 (7.34%) Amazon Redshift
6 86 (6.64%) Big Data
7 84 (6.49%) Delta Lake
8 82 (6.33%) SQL Server
9 78 (6.02%) BigQuery
10 75 (5.79%) Tableau
11 67 (5.17%) Amazon Athena
12 65 (5.02%) NoSQL
13 63 (4.86%) Snowflake Schema
14 53 (4.09%) Relational Database
15 46 (3.55%) Azure SQL Database
15 46 (3.55%) PostgreSQL
16 39 (3.01%) Hadoop
17 34 (2.63%) SQL Server Integration Services
18 30 (2.32%) Star Schema
19 29 (2.24%) Spark SQL
Development Applications
1 139 (10.73%) Git
2 70 (5.41%) GitLab
3 51 (3.94%) JIRA
4 33 (2.55%) MLflow
5 19 (1.47%) Jenkins
6 6 (0.46%) 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 (0.15%) ERwin
9 2 (0.15%) Robot Framework
9 2 (0.15%) Terragrunt
10 1 (0.077%) Ant
10 1 (0.077%) Atlassian Bamboo
10 1 (0.077%) JUnit
10 1 (0.077%) Maven
10 1 (0.077%) Octopus Deploy
General
1 318 (24.56%) Finance
2 313 (24.17%) Social Skills
3 198 (15.29%) Analytical Skills
4 137 (10.58%) Public Sector
5 89 (6.87%) Banking
6 34 (2.63%) Marketing
7 31 (2.39%) Inclusion and Diversity
8 29 (2.24%) Retail
9 26 (2.01%) Documentation Skills
10 19 (1.47%) Telecoms
11 16 (1.24%) Front Office
12 14 (1.08%) Financial Institution
12 14 (1.08%) Investment Banking
13 11 (0.85%) Influencing Skills
14 9 (0.69%) Legal
15 8 (0.62%) Law
15 8 (0.62%) Manufacturing
16 7 (0.54%) Pharmaceutical
17 6 (0.46%) Billing
17 6 (0.46%) Military
Job Titles
1 599 (46.25%) Data Engineer
2 192 (14.83%) Senior
3 146 (11.27%) Architect
4 145 (11.20%) Lead
5 118 (9.11%) Senior Data Engineer
6 73 (5.64%) Data Architect
7 66 (5.10%) Developer
8 59 (4.56%) Analyst
8 59 (4.56%) AWS Engineer
8 59 (4.56%) Lead Data Engineer
9 48 (3.71%) AWS Data Engineer
10 46 (3.55%) Data Scientist
11 45 (3.47%) Snowflake Engineer
11 45 (3.47%) Solutions Architect
12 40 (3.09%) Snowflake Data Engineer
13 38 (2.93%) Azure Engineer
14 36 (2.78%) Consultant
15 35 (2.70%) Artificial Intelligence Engineer
16 33 (2.55%) Azure Data Engineer
16 33 (2.55%) Data Analyst
Libraries, Frameworks & Software Standards
1 181 (13.98%) PySpark
2 119 (9.19%) Kafka
3 42 (3.24%) Pandas
4 41 (3.17%) REST
5 33 (2.55%) scikit-learn
6 30 (2.32%) PyTorch
7 28 (2.16%) JSON
8 27 (2.08%) NumPy
9 24 (1.85%) Spring
10 23 (1.78%) React
11 22 (1.70%) TensorFlow
12 17 (1.31%) Spring Boot
13 16 (1.24%) RESTful
14 15 (1.16%) .NET
14 15 (1.16%) YAML
15 14 (1.08%) FastAPI
15 14 (1.08%) pytest
16 13 (1.00%) Great Expectations
16 13 (1.00%) LangChain
16 13 (1.00%) OpenTelemetry
Miscellaneous
1 173 (13.36%) Cloud Native
2 52 (4.02%) Distributed Systems
3 51 (3.94%) Legacy Systems
4 47 (3.63%) Data Structures
5 40 (3.09%) Product Ownership
6 30 (2.32%) AI Agents
7 27 (2.08%) Onboarding
8 26 (2.01%) Distributed Computing
9 22 (1.70%) Greenfield Project
10 21 (1.62%) Data Protection Act
11 18 (1.39%) Analytical Mindset
12 16 (1.24%) NHS
13 15 (1.16%) Algorithms
14 14 (1.08%) Clustering
14 14 (1.08%) Fixed Income
15 12 (0.93%) Self-Motivation
16 11 (0.85%) Hybrid Cloud
16 11 (0.85%) Virtual Team
17 10 (0.77%) Management Information System
18 9 (0.69%) Equities
Operating Systems
1 27 (2.08%) Linux
2 25 (1.93%) Unix
3 5 (0.39%) VMS
4 3 (0.23%) Windows
5 2 (0.15%) Windows Server
6 1 (0.077%) Ubuntu
Processes & Methodologies
1 666 (51.43%) Analytics
2 602 (46.49%) Data Pipeline
3 491 (37.92%) Data Modelling
4 465 (35.91%) CI/CD
5 462 (35.68%) ETL
6 393 (30.35%) AI
7 336 (25.95%) Business Intelligence
8 324 (25.02%) Agile
9 319 (24.63%) DevOps
10 261 (20.15%) Data Governance
11 251 (19.38%) Machine Learning
12 225 (17.37%) Problem-Solving
13 221 (17.07%) Data Science
14 179 (13.82%) Decision-Making
15 178 (13.75%) Data Architecture
16 174 (13.44%) Migration
17 173 (13.36%) Validation
18 151 (11.66%) Infrastructure as Code
19 141 (10.89%) Data Transformation
20 140 (10.81%) Stakeholder Management
Programming Languages
1 707 (54.59%) SQL
2 691 (53.36%) Python
3 108 (8.34%) Java
4 40 (3.09%) Data Analysis Expressions
5 38 (2.93%) Scala
6 34 (2.63%) C#
7 29 (2.24%) Bash
8 23 (1.78%) T-SQL
9 22 (1.70%) PowerShell
10 19 (1.47%) JavaScript
11 18 (1.39%) R
12 17 (1.31%) PL/SQL
13 16 (1.24%) Bicep
14 13 (1.00%) TypeScript
15 12 (0.93%) Shell Script
16 11 (0.85%) SAS Macro
17 5 (0.39%) Korn
17 5 (0.39%) Kusto Query Language
17 5 (0.39%) SPARQL
18 4 (0.31%) Cypher
Qualifications
1 246 (19.00%) Security Cleared
2 218 (16.83%) SC Cleared
3 83 (6.41%) Degree
4 39 (3.01%) Computer Science Degree
5 29 (2.24%) BPSS Clearance
6 28 (2.16%) Azure Certification
7 27 (2.08%) Master's Degree
8 17 (1.31%) AWS Certification
9 13 (1.00%) DBS Check
9 13 (1.00%) DV Cleared
10 11 (0.85%) Microsoft Certification
11 7 (0.54%) AWS Certified Cloud Practitioner
12 5 (0.39%) AWS Certified Solutions Architect
12 5 (0.39%) SnowPro
13 2 (0.15%) PhD
13 2 (0.15%) PMI Certification
13 2 (0.15%) Tableau Certification
14 1 (0.077%) CCSP
14 1 (0.077%) Cisco Certification
14 1 (0.077%) CISSP
Quality Assurance & Compliance
1 369 (28.49%) Data Quality
2 81 (6.25%) GDPR
3 63 (4.86%) QA
4 10 (0.77%) SLA
5 8 (0.62%) Sarbanes-Oxley
6 7 (0.54%) Accessibility
7 5 (0.39%) ISO/IEC 27001
8 4 (0.31%) MiFID
8 4 (0.31%) Solvency II
9 3 (0.23%) Actionable Recommendations
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 (0.15%) EMIR
10 2 (0.15%) GxP
10 2 (0.15%) ISO/IEC 42001
10 2 (0.15%) PMO
11 1 (0.077%) FATCA
11 1 (0.077%) ISO 13485
System Software
1 123 (9.50%) Docker
2 3 (0.23%) Active Directory
2 3 (0.23%) Virtual Machines
3 2 (0.15%) HDFS
Systems Management
1 181 (13.98%) Terraform
2 105 (8.11%) Kubernetes
3 23 (1.78%) Prometheus
4 14 (1.08%) Grafana
5 9 (0.69%) Ansible
6 3 (0.23%) Argo
6 3 (0.23%) Kibana
6 3 (0.23%) Nagios
6 3 (0.23%) Rancher
7 2 (0.15%) Kubeflow
7 2 (0.15%) logstash
7 2 (0.15%) Thomson Reuters DACS
8 1 (0.077%) Control-M
8 1 (0.077%) Hadoop YARN
8 1 (0.077%) HP Fortify
8 1 (0.077%) IBM Guardium
8 1 (0.077%) Oozie
Vendors
1 313 (24.17%) Databricks
2 221 (17.07%) Microsoft
3 70 (5.41%) Informatica
4 52 (4.02%) Oracle
5 50 (3.86%) Google
6 26 (2.01%) OpenAI
6 26 (2.01%) Talend
7 24 (1.85%) Foundry
8 23 (1.78%) SAP
9 22 (1.70%) Splunk
10 21 (1.62%) Palantir
11 19 (1.47%) Salesforce
12 16 (1.24%) ServiceNow
13 15 (1.16%) Cloudera
14 12 (0.93%) Trend Micro
15 8 (0.62%) Denodo
15 8 (0.62%) UiPath
16 7 (0.54%) Automation Anywhere
16 7 (0.54%) InterSystems
17 6 (0.46%) Workday