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

6 months to
13 Jul 2026
Same period 2025 Same period 2024
Rank 79 147 201
Rank change year-on-year +68 +54 -9
Contract jobs citing Data Engineering 1,359 522 445
As % of all contract jobs in England 3.03% 1.91% 1.21%
As % of the Processes & Methodologies category 3.55% 2.11% 1.42%
Number of daily rates quoted 967 349 329
10th Percentile £384 £373 £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 £669 £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 38,320 24,760 31,431
As % of all contract IT jobs advertised in England 85.46% 90.73% 85.69%
Number of daily rates quoted 24,128 15,919 20,389
10th Percentile £325 £300 £308
25th Percentile £419 £406 £413
Median daily rate (50th Percentile) £525 £514 £525
Median % change year-on-year +2.14% -2.10% -4.55%
75th Percentile £625 £638 £645
90th Percentile £735 £750 £750
UK median daily rate £520 £501 £525
% change year-on-year +3.81% -4.67% -4.55%
Number of hourly rates quoted 2,389 1,284 2,227
10th Percentile £15.38 £14.33 £13.00
25th Percentile £21.00 £18.08 £16.25
Median hourly rate £47.00 £25.15 £38.12
Median % change year-on-year +86.88% -34.02% -5.96%
75th Percentile £68.75 £54.81 £62.50
90th Percentile £83.00 £72.20 £72.50
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 13 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 13 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 13 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 +56 798 £550 - 407
North of England +23 175 £475 -5.00% 104
Midlands +39 147 £475 +2.70% 47
West Midlands +28 124 £475 +10.21% 32
South West +30 86 £500 -13.04% 68
Yorkshire +2 78 £490 +5.95% 32
South East -36 77 £525 +10.53% 90
North West -21 58 £500 +2.56% 54
North East +2 41 £425 -15.00% 19
East of England -8 29 £575 +71.29% 8
East Midlands -5 20 £525 +13.51% 15
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
1 176 (12.95%) Apache Spark
2 157 (11.55%) Apache Airflow
3 106 (7.80%) Apache
4 42 (3.09%) SAS
5 29 (2.13%) Confluence
6 23 (1.69%) Jupyter
7 18 (1.32%) Palantir Foundry
8 12 (0.88%) SharePoint
9 8 (0.59%) Apache Superset
10 4 (0.29%) Appian
10 4 (0.29%) Microsoft Exchange
11 2 (0.15%) Apache Synapse
11 2 (0.15%) ArcGIS
12 1 (0.074%) Camunda
12 1 (0.074%) CICS
12 1 (0.074%) IBM HTTP Server
12 1 (0.074%) PowerExchange
Applications
1 22 (1.62%) Microsoft Excel
2 8 (0.59%) Microsoft Office
2 8 (0.59%) Spreadsheet
3 7 (0.52%) Microsoft PowerPoint
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 (0.29%) NetSuite
4 4 (0.29%) 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
1 578 (42.53%) Azure
2 526 (38.70%) AWS
3 288 (21.19%) Power Platform
4 185 (13.61%) GCP
4 185 (13.61%) Snowflake
5 159 (11.70%) dbt
6 157 (11.55%) Azure Data Factory
7 155 (11.41%) Amazon S3
8 133 (9.79%) Azure Synapse Analytics
9 120 (8.83%) Serverless
10 115 (8.46%) Azure DevOps
11 111 (8.17%) GitHub
12 103 (7.58%) AWS Lambda
13 66 (4.86%) GitHub Actions
14 38 (2.80%) Amazon EMR
15 30 (2.21%) Azure AI
16 29 (2.13%) AWS CloudFormation
17 28 (2.06%) Amazon Bedrock
18 27 (1.99%) Amazon SageMaker
18 27 (1.99%) Azure Cosmos DB
Communications & Networking
1 5 (0.37%) Firewall
1 5 (0.37%) RTP
2 2 (0.15%) Network Security
3 1 (0.074%) 4G
3 1 (0.074%) 5G
3 1 (0.074%) MIMO
3 1 (0.074%) MQTT
Database & Business Intelligence
1 262 (19.28%) Power BI
2 256 (18.84%) Data Warehouse
3 193 (14.20%) Data Lake
4 125 (9.20%) Metadata
5 97 (7.14%) Amazon Redshift
6 90 (6.62%) Big Data
7 86 (6.33%) Delta Lake
8 85 (6.25%) BigQuery
9 81 (5.96%) Tableau
10 69 (5.08%) SQL Server
11 64 (4.71%) Amazon Athena
11 64 (4.71%) NoSQL
12 59 (4.34%) Snowflake Schema
13 52 (3.83%) Relational Database
14 49 (3.61%) PostgreSQL
15 41 (3.02%) Azure SQL Database
16 39 (2.87%) Hadoop
17 33 (2.43%) SQL Server Integration Services
17 33 (2.43%) Star Schema
18 27 (1.99%) Looker
Development Applications
1 140 (10.30%) Git
2 67 (4.93%) GitLab
3 57 (4.19%) JIRA
4 33 (2.43%) MLflow
5 18 (1.32%) 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%) Maven
10 1 (0.074%) Octopus Deploy
10 1 (0.074%) SoapUI
General
1 334 (24.58%) Social Skills
2 324 (23.84%) Finance
3 223 (16.41%) Analytical Skills
4 152 (11.18%) Public Sector
5 97 (7.14%) Banking
6 36 (2.65%) Inclusion and Diversity
7 35 (2.58%) Marketing
8 31 (2.28%) Retail
9 29 (2.13%) Documentation Skills
10 21 (1.55%) Telecoms
11 20 (1.47%) Front Office
12 18 (1.32%) Investment Banking
13 15 (1.10%) Financial Institution
14 13 (0.96%) Manufacturing
15 10 (0.74%) Law
15 10 (0.74%) Legal
15 10 (0.74%) Pharmaceutical
16 9 (0.66%) Influencing Skills
17 8 (0.59%) Billing
18 5 (0.37%) Military
Job Titles
1 632 (46.50%) Data Engineer
2 199 (14.64%) Senior
3 155 (11.41%) Architect
4 152 (11.18%) Lead
5 118 (8.68%) Senior Data Engineer
6 84 (6.18%) Data Architect
7 81 (5.96%) Developer
8 66 (4.86%) Analyst
8 66 (4.86%) AWS Engineer
9 62 (4.56%) Lead Data Engineer
10 53 (3.90%) AWS Data Engineer
11 47 (3.46%) Azure Engineer
11 47 (3.46%) Data Scientist
11 47 (3.46%) Snowflake Engineer
12 45 (3.31%) Solutions Architect
13 42 (3.09%) Azure Data Engineer
14 41 (3.02%) Snowflake Data Engineer
15 39 (2.87%) Data Analyst
16 38 (2.80%) Consultant
17 32 (2.35%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 192 (14.13%) PySpark
2 126 (9.27%) Kafka
3 38 (2.80%) REST
4 37 (2.72%) Pandas
5 31 (2.28%) JSON
6 29 (2.13%) scikit-learn
7 25 (1.84%) React
8 24 (1.77%) NumPy
8 24 (1.77%) Spring
9 23 (1.69%) PyTorch
10 17 (1.25%) .NET
10 17 (1.25%) Spring Boot
10 17 (1.25%) TensorFlow
11 15 (1.10%) OpenTelemetry
11 15 (1.10%) RESTful
12 14 (1.03%) YAML
13 13 (0.96%) Microsoft Graph
14 12 (0.88%) Apache Avro
14 12 (0.88%) Node.js
14 12 (0.88%) XML
Miscellaneous
1 185 (13.61%) Cloud Native
2 56 (4.12%) Legacy Systems
3 53 (3.90%) Data Structures
4 51 (3.75%) Distributed Systems
5 40 (2.94%) Product Ownership
6 36 (2.65%) Onboarding
7 32 (2.35%) AI Agents
8 26 (1.91%) Distributed Computing
9 24 (1.77%) Data Protection Act
10 21 (1.55%) NHS
11 20 (1.47%) Greenfield Project
12 19 (1.40%) Algorithms
13 18 (1.32%) Analytical Mindset
14 16 (1.18%) Clustering
15 14 (1.03%) Fixed Income
15 14 (1.03%) Virtual Team
16 12 (0.88%) Life Science
16 12 (0.88%) Management Information System
16 12 (0.88%) Self-Motivation
17 11 (0.81%) Hybrid Cloud
Operating Systems
1 28 (2.06%) Linux
2 25 (1.84%) Unix
3 5 (0.37%) VMS
4 3 (0.22%) Windows
5 2 (0.15%) Windows Server
6 1 (0.074%) Ubuntu
Processes & Methodologies
1 700 (51.51%) Analytics
2 654 (48.12%) Data Pipeline
3 524 (38.56%) Data Modelling
4 485 (35.69%) CI/CD
5 472 (34.73%) ETL
6 388 (28.55%) AI
7 341 (25.09%) Agile
8 337 (24.80%) Business Intelligence
9 329 (24.21%) DevOps
10 281 (20.68%) Data Governance
11 258 (18.98%) Machine Learning
12 241 (17.73%) Problem-Solving
13 233 (17.14%) Data Science
14 194 (14.28%) Data Architecture
15 193 (14.20%) Migration
15 193 (14.20%) Validation
16 191 (14.05%) Decision-Making
17 173 (12.73%) Infrastructure as Code
18 161 (11.85%) Data Transformation
19 160 (11.77%) Stakeholder Management
Programming Languages
1 738 (54.30%) SQL
2 714 (52.54%) Python
3 121 (8.90%) Java
4 42 (3.09%) Data Analysis Expressions
5 38 (2.80%) Scala
6 34 (2.50%) C#
7 31 (2.28%) Bash
8 22 (1.62%) PowerShell
8 22 (1.62%) T-SQL
9 20 (1.47%) R
10 19 (1.40%) JavaScript
11 17 (1.25%) Bicep
12 15 (1.10%) PL/SQL
13 13 (0.96%) Shell Script
13 13 (0.96%) TypeScript
14 12 (0.88%) SAS Macro
15 6 (0.44%) SPARQL
16 5 (0.37%) Cypher
16 5 (0.37%) Kusto Query Language
17 4 (0.29%) Korn
Qualifications
1 269 (19.79%) Security Cleared
2 233 (17.14%) SC Cleared
3 92 (6.77%) Degree
4 41 (3.02%) Computer Science Degree
5 32 (2.35%) BPSS Clearance
6 29 (2.13%) Azure Certification
7 28 (2.06%) Master's Degree
8 25 (1.84%) DV Cleared
9 18 (1.32%) 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%) CISM
Quality Assurance & Compliance
1 389 (28.62%) Data Quality
2 79 (5.81%) GDPR
3 72 (5.30%) QA
4 17 (1.25%) Accessibility
5 10 (0.74%) SLA
6 5 (0.37%) Sarbanes-Oxley
7 4 (0.29%) California Consumer Privacy Act
7 4 (0.29%) MiFID
7 4 (0.29%) Solvency II
8 3 (0.22%) Actionable Recommendations
8 3 (0.22%) GRC
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%) NIST
8 3 (0.22%) PMO
9 2 (0.15%) 21 CFR Part 11
9 2 (0.15%) EMIR
10 1 (0.074%) ISO 13485
System Software
1 124 (9.12%) Docker
2 3 (0.22%) Active Directory
2 3 (0.22%) Virtual Machines
3 2 (0.15%) HDFS
Systems Management
1 190 (13.98%) Terraform
2 108 (7.95%) Kubernetes
3 24 (1.77%) Prometheus
4 15 (1.10%) Grafana
5 11 (0.81%) 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
1 326 (23.99%) Databricks
2 233 (17.14%) Microsoft
3 73 (5.37%) Informatica
4 53 (3.90%) Oracle
5 51 (3.75%) Google
6 29 (2.13%) Foundry
7 27 (1.99%) SAP
8 26 (1.91%) Palantir
8 26 (1.91%) Talend
9 23 (1.69%) OpenAI
10 22 (1.62%) Splunk
11 18 (1.32%) Salesforce
12 15 (1.10%) Cloudera
13 14 (1.03%) ServiceNow
14 12 (0.88%) Trend Micro
15 8 (0.59%) Denodo
16 7 (0.52%) Adobe
16 7 (0.52%) InterSystems
17 6 (0.44%) Alteryx
17 6 (0.44%) Bloomberg