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 15 July 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 81 143 198
Rank change year-on-year +62 +55 -6
Contract jobs citing Data Engineering 1,355 516 445
As % of all contract jobs in England 3.03% 1.90% 1.21%
As % of the Processes & Methodologies category 3.55% 2.10% 1.42%
Number of daily rates quoted 965 344 329
10th Percentile £383 £364 £373
25th Percentile £450 £450 £468
Median daily rate (50th Percentile) £525 £525 £575
Median % change year-on-year - -8.70% -8.00%
75th Percentile £638 £661 £700
90th Percentile £750 £800 £775
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -12.00%
Number of hourly rates quoted 16 7 13
10th Percentile £54.00 £24.75 £30.55
25th Percentile £64.38 £28.13 £35.00
Median hourly rate £70.00 £38.96 £48.50
Median % change year-on-year +79.67% -19.67% -37.82%
75th Percentile £79.44 £53.75 £60.00
90th Percentile £88.75 £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 38,219 24,611 31,409
As % of all contract IT jobs advertised in England 85.42% 90.71% 85.65%
Number of daily rates quoted 24,063 15,813 20,400
10th Percentile £325 £300 £308
25th Percentile £420 £406 £413
Median daily rate (50th Percentile) £525 £513 £525
Median % change year-on-year +2.44% -2.38% -4.55%
75th Percentile £625 £638 £645
90th Percentile £734 £750 £750
UK median daily rate £520 £500 £525
% change year-on-year +4.00% -4.76% -4.55%
Number of hourly rates quoted 2,375 1,290 2,230
10th Percentile £15.50 £14.39 £13.00
25th Percentile £21.00 £18.10 £16.25
Median hourly rate £47.50 £25.15 £38.12
Median % change year-on-year +88.87% -34.02% -6.09%
75th Percentile £68.75 £54.56 £62.50
90th Percentile £83.00 £71.60 £72.58
UK median hourly rate £43.96 £25.15 £38.12
% change year-on-year +74.79% -34.02% -4.70%

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 15 July 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 15 July 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 15 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 +57 793 £550 - 313
North of England +27 179 £475 -5.00% 117
Midlands +41 147 £475 +2.70% 61
West Midlands +28 124 £475 +10.21% 37
South West +31 86 £500 -4.76% 35
Yorkshire +3 81 £490 +5.95% 39
South East -29 75 £538 +13.16% 104
North West -12 59 £500 +2.56% 57
North East -3 41 £425 -15.00% 21
East of England -8 29 £575 +71.29% 31
East Midlands -3 20 £500 +8.11% 24
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
1 171 (12.62%) Apache Spark
2 158 (11.66%) Apache Airflow
3 108 (7.97%) Apache
4 42 (3.10%) SAS
5 29 (2.14%) Confluence
6 23 (1.70%) Jupyter
7 18 (1.33%) Palantir Foundry
8 11 (0.81%) SharePoint
9 8 (0.59%) Apache Superset
10 4 (0.30%) Appian
11 3 (0.22%) Microsoft Exchange
12 2 (0.15%) Apache Synapse
12 2 (0.15%) ArcGIS
13 1 (0.074%) Apache Solr
13 1 (0.074%) Camunda
13 1 (0.074%) CICS
13 1 (0.074%) IBM HTTP Server
13 1 (0.074%) PowerExchange
Applications
1 20 (1.48%) Microsoft Excel
2 8 (0.59%) Microsoft Office
3 7 (0.52%) Microsoft PowerPoint
3 7 (0.52%) Spreadsheet
4 3 (0.22%) Chatbot
5 2 (0.15%) MS Visio
6 1 (0.074%) Notion
Business Applications
1 9 (0.66%) Aladdin
2 6 (0.44%) Dynamics CRM
3 5 (0.37%) BambooHR
3 5 (0.37%) SAP S/4HANA
4 4 (0.30%) NetSuite
4 4 (0.30%) Sage X3
5 2 (0.15%) Endur
5 2 (0.15%) Oracle Assets
5 2 (0.15%) Salesforce CRM
5 2 (0.15%) SAP BPC
5 2 (0.15%) Temenos T24
6 1 (0.074%) FIS Private Capital Suite
6 1 (0.074%) Markit EDM
6 1 (0.074%) SAP ECC
Cloud Services
1 571 (42.14%) Azure
2 525 (38.75%) AWS
3 282 (20.81%) Power Platform
4 194 (14.32%) Snowflake
5 187 (13.80%) GCP
6 163 (12.03%) dbt
7 155 (11.44%) Amazon S3
7 155 (11.44%) Azure Data Factory
8 130 (9.59%) Azure Synapse Analytics
9 118 (8.71%) Serverless
10 113 (8.34%) Azure DevOps
11 109 (8.04%) GitHub
12 101 (7.45%) AWS Lambda
13 64 (4.72%) GitHub Actions
14 38 (2.80%) Amazon EMR
15 30 (2.21%) Azure AI
16 28 (2.07%) Amazon Bedrock
16 28 (2.07%) AWS CloudFormation
17 27 (1.99%) Amazon SageMaker
17 27 (1.99%) Azure Cosmos DB
Communications & Networking
1 5 (0.37%) Firewall
1 5 (0.37%) RTP
2 1 (0.074%) 4G
2 1 (0.074%) 5G
2 1 (0.074%) MIMO
2 1 (0.074%) MQTT
2 1 (0.074%) Network Security
Database & Business Intelligence
1 258 (19.04%) Data Warehouse
1 258 (19.04%) Power BI
2 194 (14.32%) Data Lake
3 127 (9.37%) Metadata
4 95 (7.01%) Amazon Redshift
5 89 (6.57%) BigQuery
6 87 (6.42%) Big Data
7 84 (6.20%) Delta Lake
8 79 (5.83%) Tableau
9 71 (5.24%) SQL Server
10 63 (4.65%) Amazon Athena
11 62 (4.58%) NoSQL
12 58 (4.28%) Snowflake Schema
13 51 (3.76%) Relational Database
14 49 (3.62%) PostgreSQL
15 40 (2.95%) Azure SQL Database
16 37 (2.73%) Hadoop
17 33 (2.44%) SQL Server Integration Services
17 33 (2.44%) Star Schema
18 27 (1.99%) Looker
Development Applications
1 141 (10.41%) Git
2 66 (4.87%) GitLab
3 57 (4.21%) JIRA
4 32 (2.36%) MLflow
5 19 (1.40%) Jenkins
6 6 (0.44%) SonarQube
7 5 (0.37%) Bitbucket
8 3 (0.22%) Artifactory
8 3 (0.22%) Postman
8 3 (0.22%) Selenium
8 3 (0.22%) Snyk
8 3 (0.22%) Visual Studio
9 2 (0.15%) ERwin
9 2 (0.15%) Yeoman
10 1 (0.074%) Ant
10 1 (0.074%) Atlassian Bamboo
10 1 (0.074%) Cypress.io
10 1 (0.074%) JUnit
10 1 (0.074%) Maven
10 1 (0.074%) SoapUI
General
1 326 (24.06%) Social Skills
2 317 (23.39%) Finance
3 224 (16.53%) Analytical Skills
4 151 (11.14%) Public Sector
5 97 (7.16%) Banking
6 35 (2.58%) Marketing
7 34 (2.51%) Inclusion and Diversity
8 31 (2.29%) Retail
9 28 (2.07%) Documentation Skills
10 21 (1.55%) Telecoms
11 20 (1.48%) Front Office
12 18 (1.33%) Investment Banking
13 15 (1.11%) Financial Institution
14 13 (0.96%) Manufacturing
15 10 (0.74%) Influencing Skills
15 10 (0.74%) Law
15 10 (0.74%) Legal
15 10 (0.74%) Pharmaceutical
16 8 (0.59%) Billing
17 6 (0.44%) Police
Job Titles
1 627 (46.27%) Data Engineer
2 196 (14.46%) Senior
3 155 (11.44%) Architect
4 151 (11.14%) Lead
5 115 (8.49%) Senior Data Engineer
6 84 (6.20%) Data Architect
7 82 (6.05%) Developer
8 67 (4.94%) AWS Engineer
9 65 (4.80%) Analyst
10 62 (4.58%) Lead Data Engineer
11 54 (3.99%) AWS Data Engineer
12 51 (3.76%) Snowflake Engineer
13 47 (3.47%) Azure Engineer
14 46 (3.39%) Data Scientist
15 45 (3.32%) Solutions Architect
16 43 (3.17%) Snowflake Data Engineer
17 42 (3.10%) Azure Data Engineer
18 38 (2.80%) Consultant
18 38 (2.80%) Data Analyst
19 32 (2.36%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 186 (13.73%) PySpark
2 123 (9.08%) Kafka
3 39 (2.88%) REST
4 37 (2.73%) Pandas
5 32 (2.36%) JSON
6 28 (2.07%) scikit-learn
7 26 (1.92%) React
8 24 (1.77%) NumPy
9 23 (1.70%) Spring
10 22 (1.62%) PyTorch
11 18 (1.33%) .NET
12 16 (1.18%) Spring Boot
12 16 (1.18%) TensorFlow
13 15 (1.11%) OpenTelemetry
13 15 (1.11%) RESTful
14 14 (1.03%) YAML
15 13 (0.96%) Microsoft Graph
16 12 (0.89%) Apache Avro
16 12 (0.89%) Great Expectations
16 12 (0.89%) Node.js
Miscellaneous
1 183 (13.51%) Cloud Native
2 56 (4.13%) Legacy Systems
3 54 (3.99%) Data Structures
4 51 (3.76%) Distributed Systems
5 40 (2.95%) Product Ownership
6 35 (2.58%) Onboarding
7 32 (2.36%) AI Agents
8 25 (1.85%) Distributed Computing
9 24 (1.77%) Data Protection Act
10 21 (1.55%) NHS
11 20 (1.48%) Greenfield Project
12 18 (1.33%) Algorithms
12 18 (1.33%) Analytical Mindset
13 16 (1.18%) Clustering
14 14 (1.03%) Fixed Income
14 14 (1.03%) Virtual Team
15 12 (0.89%) Life Science
15 12 (0.89%) Self-Motivation
16 11 (0.81%) Management Information System
17 10 (0.74%) Hybrid Cloud
Operating Systems
1 29 (2.14%) Linux
2 25 (1.85%) Unix
3 5 (0.37%) VMS
4 4 (0.30%) Windows
5 2 (0.15%) Windows Server
6 1 (0.074%) Ubuntu
Processes & Methodologies
1 694 (51.22%) Analytics
2 651 (48.04%) Data Pipeline
3 522 (38.52%) Data Modelling
4 481 (35.50%) CI/CD
5 469 (34.61%) ETL
6 384 (28.34%) AI
7 343 (25.31%) Agile
8 332 (24.50%) Business Intelligence
9 322 (23.76%) DevOps
10 280 (20.66%) Data Governance
11 258 (19.04%) Machine Learning
12 237 (17.49%) Problem-Solving
13 229 (16.90%) Data Science
14 198 (14.61%) Data Architecture
14 198 (14.61%) Migration
15 196 (14.46%) Validation
16 190 (14.02%) Decision-Making
17 168 (12.40%) Infrastructure as Code
18 161 (11.88%) Data Transformation
19 160 (11.81%) Stakeholder Management
Programming Languages
1 732 (54.02%) SQL
2 709 (52.32%) Python
3 121 (8.93%) Java
4 41 (3.03%) Data Analysis Expressions
5 36 (2.66%) Scala
6 35 (2.58%) C#
7 30 (2.21%) Bash
8 22 (1.62%) PowerShell
8 22 (1.62%) T-SQL
9 19 (1.40%) JavaScript
9 19 (1.40%) R
10 16 (1.18%) Bicep
11 15 (1.11%) PL/SQL
12 13 (0.96%) Shell Script
12 13 (0.96%) TypeScript
13 12 (0.89%) SAS Macro
14 6 (0.44%) SPARQL
15 5 (0.37%) Cypher
15 5 (0.37%) Kusto Query Language
16 4 (0.30%) Korn
Qualifications
1 267 (19.70%) Security Cleared
2 231 (17.05%) SC Cleared
3 90 (6.64%) Degree
4 40 (2.95%) Computer Science Degree
5 32 (2.36%) BPSS Clearance
6 28 (2.07%) Master's Degree
7 27 (1.99%) Azure Certification
8 25 (1.85%) DV Cleared
9 18 (1.33%) AWS Certification
10 13 (0.96%) DBS Check
11 7 (0.52%) AWS Certified Cloud Practitioner
11 7 (0.52%) Microsoft Certification
12 6 (0.44%) SnowPro
13 5 (0.37%) AWS Certified Solutions Architect
14 3 (0.22%) PhD
14 3 (0.22%) Tableau Certification
15 2 (0.15%) CSPO
15 2 (0.15%) PMI Certification
16 1 (0.074%) ACCA
16 1 (0.074%) Numerate Degree
Quality Assurance & Compliance
1 391 (28.86%) Data Quality
2 77 (5.68%) GDPR
3 73 (5.39%) QA
4 19 (1.40%) Accessibility
5 10 (0.74%) SLA
6 5 (0.37%) Sarbanes-Oxley
7 4 (0.30%) California Consumer Privacy Act
7 4 (0.30%) Solvency II
8 3 (0.22%) Actionable Recommendations
8 3 (0.22%) GxP
8 3 (0.22%) HIPAA
8 3 (0.22%) ISO/IEC 27001
8 3 (0.22%) ISO/IEC 42001
8 3 (0.22%) MiFID
8 3 (0.22%) NIST
8 3 (0.22%) PMO
9 2 (0.15%) 21 CFR Part 11
9 2 (0.15%) EMIR
9 2 (0.15%) GRC
10 1 (0.074%) IFRS
System Software
1 121 (8.93%) Docker
2 3 (0.22%) Active Directory
2 3 (0.22%) Virtual Machines
3 2 (0.15%) HDFS
Systems Management
1 183 (13.51%) Terraform
2 106 (7.82%) Kubernetes
3 24 (1.77%) Prometheus
4 15 (1.11%) Grafana
5 12 (0.89%) Ansible
6 5 (0.37%) Kibana
7 3 (0.22%) Argo
7 3 (0.22%) logstash
7 3 (0.22%) Nagios
7 3 (0.22%) Rancher
8 2 (0.15%) Kubeflow
8 2 (0.15%) Thomson Reuters DACS
9 1 (0.074%) Control-M
9 1 (0.074%) Hadoop YARN
9 1 (0.074%) HP Fortify
9 1 (0.074%) IBM Guardium
9 1 (0.074%) Kustomize
9 1 (0.074%) Oozie
Vendors
1 321 (23.69%) Databricks
2 231 (17.05%) Microsoft
3 74 (5.46%) Informatica
4 55 (4.06%) Google
5 53 (3.91%) Oracle
6 29 (2.14%) Foundry
7 28 (2.07%) SAP
8 27 (1.99%) Talend
9 26 (1.92%) Palantir
10 23 (1.70%) OpenAI
11 22 (1.62%) Splunk
12 18 (1.33%) Salesforce
13 15 (1.11%) Cloudera
14 14 (1.03%) ServiceNow
15 12 (0.89%) Trend Micro
16 8 (0.59%) Denodo
17 7 (0.52%) Adobe
17 7 (0.52%) InterSystems
18 6 (0.44%) Bloomberg
18 6 (0.44%) Workday