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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 80 152 204
Rank change year-on-year +72 +52 -8
Contract jobs citing Data Engineering 1,273 452 447
As % of all contract jobs in England 2.97% 1.83% 1.19%
As % of the Processes & Methodologies category 3.48% 2.00% 1.40%
Number of daily rates quoted 896 310 333
10th Percentile £390 £400 £375
25th Percentile £450 £450 £463
Median daily rate (50th Percentile) £525 £539 £575
Median % change year-on-year -2.55% -6.30% -8.00%
75th Percentile £638 £675 £688
90th Percentile £750 £826 £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 36,560 22,594 31,972
As % of all contract IT jobs advertised in England 85.16% 91.33% 85.33%
Number of daily rates quoted 23,106 14,607 20,685
10th Percentile £325 £303 £300
25th Percentile £415 £406 £413
Median daily rate (50th Percentile) £518 £520 £525
Median % change year-on-year -0.48% -0.95% -4.55%
75th Percentile £625 £638 £650
90th Percentile £726 £750 £750
UK median daily rate £513 £508 £525
% change year-on-year +0.99% -3.33% -4.55%
Number of hourly rates quoted 2,294 1,062 2,382
10th Percentile £15.25 £14.20 £12.79
25th Percentile £21.00 £18.10 £16.06
Median hourly rate £47.00 £27.45 £37.75
Median % change year-on-year +71.22% -27.28% +7.09%
75th Percentile £68.00 £57.50 £61.30
90th Percentile £82.25 £75.00 £72.50
UK median hourly rate £43.96 £26.27 £37.34
% change year-on-year +67.37% -29.66% +6.69%

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 17 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 17 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 17 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 +66 766 £550 -1.57% 292
North of England +26 164 £475 -5.00% 159
Midlands +25 126 £500 +8.11% 85
West Midlands +26 106 £486 -16.16% 43
South West +34 83 £500 -4.76% 63
South East -18 71 £525 +8.92% 194
Yorkshire -8 70 £480 -4.00% 45
North West -5 58 £500 - 87
North East +1 38 £425 -15.00% 27
East of England -15 24 £575 +78.92% 68
East Midlands -13 17 £525 +13.51% 42
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
1 175 (13.75%) Apache Spark
2 147 (11.55%) Apache Airflow
3 96 (7.54%) Apache
4 38 (2.99%) SAS
5 23 (1.81%) Jupyter
6 22 (1.73%) Confluence
7 16 (1.26%) Palantir Foundry
8 8 (0.63%) Appian
8 8 (0.63%) SharePoint
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 (0.079%) Camunda
12 1 (0.079%) CICS
12 1 (0.079%) IBM HTTP Server
12 1 (0.079%) PowerExchange
Applications
1 22 (1.73%) Microsoft Excel
2 8 (0.63%) Spreadsheet
3 7 (0.55%) Microsoft Office
4 6 (0.47%) Microsoft PowerPoint
5 2 (0.16%) Chatbot
6 1 (0.079%) Microsoft Project
6 1 (0.079%) MS Visio
6 1 (0.079%) Notion
6 1 (0.079%) 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 (0.24%) 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 (0.079%) FIS Private Capital Suite
6 1 (0.079%) Markit EDM
6 1 (0.079%) SAP ECC
Cloud Services
1 546 (42.89%) Azure
2 489 (38.41%) AWS
3 291 (22.86%) Power Platform
4 172 (13.51%) GCP
5 171 (13.43%) Snowflake
6 165 (12.96%) Azure Data Factory
7 146 (11.47%) Amazon S3
7 146 (11.47%) dbt
8 129 (10.13%) Azure Synapse Analytics
9 118 (9.27%) GitHub
10 115 (9.03%) Azure DevOps
11 110 (8.64%) Serverless
12 94 (7.38%) AWS Lambda
13 70 (5.50%) GitHub Actions
14 35 (2.75%) Amazon EMR
14 35 (2.75%) AWS CloudFormation
15 29 (2.28%) Azure AI
16 27 (2.12%) Azure Cosmos DB
17 25 (1.96%) Amazon Bedrock
17 25 (1.96%) Dagster
Communications & Networking
1 5 (0.39%) Firewall
1 5 (0.39%) RTP
2 2 (0.16%) Network Security
3 1 (0.079%) 4G
3 1 (0.079%) 5G
3 1 (0.079%) MIMO
3 1 (0.079%) MQTT
Database & Business Intelligence
1 267 (20.97%) Power BI
2 239 (18.77%) Data Warehouse
3 204 (16.03%) Data Lake
4 111 (8.72%) Metadata
5 90 (7.07%) Amazon Redshift
6 85 (6.68%) Big Data
7 84 (6.60%) Delta Lake
7 84 (6.60%) SQL Server
8 76 (5.97%) Tableau
9 75 (5.89%) BigQuery
10 66 (5.18%) Amazon Athena
11 64 (5.03%) NoSQL
11 64 (5.03%) Snowflake Schema
12 50 (3.93%) Relational Database
13 49 (3.85%) Azure SQL Database
14 44 (3.46%) PostgreSQL
15 38 (2.99%) Hadoop
16 37 (2.91%) SQL Server Integration Services
17 32 (2.51%) Spark SQL
18 30 (2.36%) Star Schema
Development Applications
1 140 (11.00%) Git
2 69 (5.42%) GitLab
3 48 (3.77%) JIRA
4 34 (2.67%) MLflow
5 21 (1.65%) Jenkins
6 6 (0.47%) SonarQube
7 4 (0.31%) Postman
7 4 (0.31%) Selenium
8 3 (0.24%) Artifactory
8 3 (0.24%) Snyk
8 3 (0.24%) Visual Studio
9 2 (0.16%) Bitbucket
9 2 (0.16%) ERwin
9 2 (0.16%) Robot Framework
9 2 (0.16%) Terragrunt
10 1 (0.079%) Ant
10 1 (0.079%) Cypress.io
10 1 (0.079%) JUnit
10 1 (0.079%) Maven
10 1 (0.079%) SoapUI
General
1 310 (24.35%) Finance
2 300 (23.57%) Social Skills
3 187 (14.69%) Analytical Skills
4 133 (10.45%) Public Sector
5 84 (6.60%) Banking
6 30 (2.36%) Marketing
7 29 (2.28%) Inclusion and Diversity
7 29 (2.28%) Retail
8 24 (1.89%) Documentation Skills
9 17 (1.34%) Telecoms
10 16 (1.26%) Front Office
11 14 (1.10%) Financial Institution
12 12 (0.94%) Investment Banking
13 10 (0.79%) Influencing Skills
14 9 (0.71%) 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
1 598 (46.98%) Data Engineer
2 186 (14.61%) Senior
3 142 (11.15%) Architect
3 142 (11.15%) Lead
4 116 (9.11%) Senior Data Engineer
5 71 (5.58%) Data Architect
6 63 (4.95%) Developer
7 61 (4.79%) Lead Data Engineer
8 58 (4.56%) Analyst
8 58 (4.56%) AWS Engineer
9 47 (3.69%) AWS Data Engineer
10 46 (3.61%) Snowflake Engineer
11 44 (3.46%) Solutions Architect
12 42 (3.30%) Data Scientist
13 41 (3.22%) Snowflake Data Engineer
14 40 (3.14%) Azure Engineer
15 37 (2.91%) Consultant
16 35 (2.75%) Artificial Intelligence Engineer
16 35 (2.75%) Azure Data Engineer
17 32 (2.51%) Data Analyst
Libraries, Frameworks & Software Standards
1 177 (13.90%) PySpark
2 119 (9.35%) Kafka
3 44 (3.46%) Pandas
4 41 (3.22%) REST
5 33 (2.59%) scikit-learn
6 30 (2.36%) PyTorch
7 28 (2.20%) NumPy
8 27 (2.12%) JSON
9 23 (1.81%) React
9 23 (1.81%) Spring
10 22 (1.73%) TensorFlow
11 17 (1.34%) RESTful
12 16 (1.26%) Spring Boot
13 15 (1.18%) FastAPI
13 15 (1.18%) pytest
13 15 (1.18%) YAML
14 14 (1.10%) Great Expectations
15 13 (1.02%) LangChain
16 12 (0.94%) Django
16 12 (0.94%) OpenTelemetry
Miscellaneous
1 171 (13.43%) Cloud Native
2 50 (3.93%) Distributed Systems
2 50 (3.93%) Legacy Systems
3 46 (3.61%) Data Structures
4 39 (3.06%) Product Ownership
5 30 (2.36%) AI Agents
6 27 (2.12%) Onboarding
7 26 (2.04%) Distributed Computing
8 22 (1.73%) Greenfield Project
9 21 (1.65%) Data Protection Act
10 17 (1.34%) Analytical Mindset
11 15 (1.18%) Algorithms
11 15 (1.18%) NHS
12 14 (1.10%) Clustering
12 14 (1.10%) Fixed Income
13 11 (0.86%) Hybrid Cloud
13 11 (0.86%) Self-Motivation
14 9 (0.71%) Equities
14 9 (0.71%) Low-Code
14 9 (0.71%) Management Information System
Operating Systems
1 26 (2.04%) Linux
2 25 (1.96%) Unix
3 5 (0.39%) VMS
4 3 (0.24%) Windows
5 2 (0.16%) Windows Server
6 1 (0.079%) Ubuntu
Processes & Methodologies
1 653 (51.30%) Analytics
2 587 (46.11%) Data Pipeline
3 486 (38.18%) Data Modelling
4 457 (35.90%) CI/CD
4 457 (35.90%) ETL
5 384 (30.16%) AI
6 332 (26.08%) Business Intelligence
7 318 (24.98%) DevOps
8 313 (24.59%) Agile
9 257 (20.19%) Data Governance
10 244 (19.17%) Machine Learning
11 216 (16.97%) Problem-Solving
12 210 (16.50%) Data Science
13 175 (13.75%) Data Architecture
14 173 (13.59%) Decision-Making
15 172 (13.51%) Migration
16 171 (13.43%) Validation
17 152 (11.94%) Infrastructure as Code
18 138 (10.84%) Data Transformation
19 131 (10.29%) Stakeholder Management
Programming Languages
1 698 (54.83%) SQL
2 676 (53.10%) Python
3 105 (8.25%) Java
4 40 (3.14%) Data Analysis Expressions
4 40 (3.14%) Scala
5 33 (2.59%) C#
6 29 (2.28%) Bash
7 25 (1.96%) T-SQL
8 22 (1.73%) PowerShell
9 18 (1.41%) R
10 17 (1.34%) Bicep
10 17 (1.34%) JavaScript
10 17 (1.34%) PL/SQL
11 12 (0.94%) Shell Script
12 11 (0.86%) TypeScript
13 10 (0.79%) SAS Macro
14 5 (0.39%) Korn
15 4 (0.31%) Kusto Query Language
16 3 (0.24%) SPARQL
17 2 (0.16%) Go
Qualifications
1 247 (19.40%) Security Cleared
2 219 (17.20%) SC Cleared
3 78 (6.13%) Degree
4 35 (2.75%) Computer Science Degree
5 32 (2.51%) Azure Certification
6 28 (2.20%) BPSS Clearance
7 24 (1.89%) 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 (0.079%) CCSP
14 1 (0.079%) Microsoft Certified Professional
14 1 (0.079%) PMP
Quality Assurance & Compliance
1 359 (28.20%) Data Quality
2 81 (6.36%) GDPR
3 61 (4.79%) QA
4 10 (0.79%) SLA
5 8 (0.63%) Sarbanes-Oxley
6 6 (0.47%) Accessibility
7 5 (0.39%) ISO/IEC 27001
8 4 (0.31%) MiFID
8 4 (0.31%) Solvency II
9 3 (0.24%) California Consumer Privacy Act
9 3 (0.24%) GRC
9 3 (0.24%) HIPAA
9 3 (0.24%) 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 (0.079%) 21 CFR Part 11
11 1 (0.079%) Basel II
System Software
1 120 (9.43%) Docker
2 3 (0.24%) Active Directory
2 3 (0.24%) Virtual Machines
3 2 (0.16%) HDFS
Systems Management
1 182 (14.30%) Terraform
2 103 (8.09%) Kubernetes
3 22 (1.73%) Prometheus
4 12 (0.94%) Grafana
5 9 (0.71%) Ansible
6 3 (0.24%) Argo
6 3 (0.24%) Kibana
6 3 (0.24%) Nagios
6 3 (0.24%) Rancher
7 2 (0.16%) Kubeflow
7 2 (0.16%) logstash
7 2 (0.16%) Thomson Reuters DACS
8 1 (0.079%) Control-M
8 1 (0.079%) Hadoop YARN
8 1 (0.079%) HP Fortify
8 1 (0.079%) IBM Guardium
8 1 (0.079%) Oozie
Vendors
1 308 (24.19%) Databricks
2 217 (17.05%) Microsoft
3 68 (5.34%) Informatica
4 52 (4.08%) Oracle
5 51 (4.01%) Google
6 26 (2.04%) OpenAI
6 26 (2.04%) Talend
7 24 (1.89%) Foundry
8 23 (1.81%) SAP
9 21 (1.65%) Splunk
10 19 (1.49%) Palantir
11 15 (1.18%) Cloudera
11 15 (1.18%) Salesforce
11 15 (1.18%) ServiceNow
12 12 (0.94%) Trend Micro
13 9 (0.71%) UiPath
14 8 (0.63%) Automation Anywhere
14 8 (0.63%) Denodo
15 7 (0.55%) InterSystems
16 6 (0.47%) Workday