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

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 80 150 196
Rank change year-on-year +70 +46 -5
Contract jobs citing Data Engineering 1,393 528 434
As % of all contract jobs in England 3.09% 1.93% 1.25%
As % of the Processes & Methodologies category 3.61% 2.12% 1.46%
Number of daily rates quoted 983 343 316
10th Percentile £386 £369 £383
25th Percentile £445 £450 £475
Median daily rate (50th Percentile) £525 £525 £585
Median % change year-on-year - -10.26% -6.40%
75th Percentile £638 £650 £703
90th Percentile £750 £800 £775
UK median daily rate £525 £520 £575
% change year-on-year +0.96% -9.57% -8.00%
Number of hourly rates quoted 20 7 12
10th Percentile £21.25 £27.00 £30.46
25th Percentile £47.19 £34.48 £34.06
Median hourly rate £70.00 £52.50 £47.50
Median % change year-on-year +33.33% +10.53% -39.10%
75th Percentile £75.75 £59.38 £60.00
90th Percentile £87.75 £83.00 -
UK median hourly rate £67.00 £52.50 £35.00
% change year-on-year +27.62% +50.00% -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 38,549 24,860 29,801
As % of all contract IT jobs advertised in England 85.39% 90.73% 85.85%
Number of daily rates quoted 24,182 15,935 19,502
10th Percentile £325 £300 £311
25th Percentile £420 £405 £413
Median daily rate (50th Percentile) £525 £513 £525
Median % change year-on-year +2.44% -2.38% -4.55%
75th Percentile £625 £630 £650
90th Percentile £738 £738 £756
UK median daily rate £520 £500 £525
% change year-on-year +4.00% -4.76% -4.55%
Number of hourly rates quoted 2,381 1,342 1,889
10th Percentile £15.38 £14.26 £13.67
25th Percentile £21.00 £17.90 £17.50
Median hourly rate £47.00 £25.15 £40.00
Median % change year-on-year +86.88% -37.13% -6.98%
75th Percentile £69.50 £52.00 £65.00
90th Percentile £83.00 £70.16 £75.00
UK median hourly rate £43.96 £25.15 £40.00
% change year-on-year +74.79% -37.13% -5.88%

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 25 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 25 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 25 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 +53 819 £550 - 364
North of England +24 178 £475 -2.56% 113
Midlands +40 155 £475 +3.49% 34
West Midlands +40 130 £469 +8.82% 26
South West +31 85 £503 -7.59% 38
Yorkshire +10 84 £475 +2.70% 34
South East -31 83 £525 +11.70% 100
North West -23 56 £500 +5.26% 52
North East -10 40 £425 -15.00% 28
East of England -3 30 £575 +35.29% 10
East Midlands -5 22 £525 +13.94% 8
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
1 183 (13.14%) Apache Spark
2 157 (11.27%) Apache Airflow
3 115 (8.26%) Apache
4 41 (2.94%) SAS
5 29 (2.08%) Confluence
6 23 (1.65%) Jupyter
7 21 (1.51%) Palantir Foundry
8 11 (0.79%) SharePoint
9 8 (0.57%) Apache Superset
10 3 (0.22%) Appian
10 3 (0.22%) ArcGIS
11 2 (0.14%) Apache Solr
11 2 (0.14%) Apache Synapse
11 2 (0.14%) Microsoft Exchange
12 1 (0.072%) Camunda
12 1 (0.072%) CICS
12 1 (0.072%) IBM HTTP Server
12 1 (0.072%) PowerExchange
Applications
1 18 (1.29%) Microsoft Excel
2 7 (0.50%) Microsoft Office
2 7 (0.50%) Spreadsheet
3 5 (0.36%) Microsoft PowerPoint
4 3 (0.22%) Chatbot
5 2 (0.14%) MS Visio
6 1 (0.072%) Notion
Business Applications
1 12 (0.86%) Aladdin
2 6 (0.43%) Dynamics CRM
3 5 (0.36%) BambooHR
4 4 (0.29%) NetSuite
4 4 (0.29%) Sage X3
4 4 (0.29%) SAP S/4HANA
5 2 (0.14%) Endur
5 2 (0.14%) Oracle Assets
5 2 (0.14%) Salesforce CRM
5 2 (0.14%) SAP BPC
5 2 (0.14%) Temenos T24
6 1 (0.072%) FIS Private Capital Suite
6 1 (0.072%) Markit EDM
6 1 (0.072%) MIS ActiveH
6 1 (0.072%) SAP ECC
6 1 (0.072%) Sparx Enterprise Architect
6 1 (0.072%) Workday HCM
Cloud Services
1 586 (42.07%) Azure
2 532 (38.19%) AWS
3 283 (20.32%) Power Platform
4 201 (14.43%) Snowflake
5 197 (14.14%) GCP
6 175 (12.56%) dbt
7 161 (11.56%) Azure Data Factory
8 152 (10.91%) Amazon S3
9 142 (10.19%) Azure Synapse Analytics
10 121 (8.69%) Azure DevOps
11 117 (8.40%) Serverless
12 105 (7.54%) GitHub
13 98 (7.04%) AWS Lambda
14 61 (4.38%) GitHub Actions
15 37 (2.66%) Amazon EMR
16 29 (2.08%) Azure AI
16 29 (2.08%) Azure Cosmos DB
17 28 (2.01%) Amazon Bedrock
17 28 (2.01%) Amazon SageMaker
17 28 (2.01%) AWS CloudFormation
Communications & Networking
1 5 (0.36%) Firewall
1 5 (0.36%) RTP
2 2 (0.14%) Network Security
3 1 (0.072%) 4G
3 1 (0.072%) 5G
3 1 (0.072%) MIMO
3 1 (0.072%) MQTT
Database & Business Intelligence
1 268 (19.24%) Data Warehouse
2 263 (18.88%) Power BI
3 197 (14.14%) Data Lake
4 135 (9.69%) Metadata
5 96 (6.89%) Amazon Redshift
6 93 (6.68%) BigQuery
7 90 (6.46%) Delta Lake
8 87 (6.25%) Big Data
9 85 (6.10%) Tableau
10 72 (5.17%) SQL Server
11 65 (4.67%) NoSQL
12 61 (4.38%) Amazon Athena
13 54 (3.88%) Snowflake Schema
14 52 (3.73%) Relational Database
15 49 (3.52%) PostgreSQL
16 41 (2.94%) Azure SQL Database
17 35 (2.51%) Hadoop
17 35 (2.51%) Star Schema
18 33 (2.37%) SQL Server Integration Services
19 30 (2.15%) Looker
Development Applications
1 142 (10.19%) Git
2 62 (4.45%) GitLab
3 58 (4.16%) JIRA
4 30 (2.15%) MLflow
5 18 (1.29%) Jenkins
6 6 (0.43%) SonarQube
7 5 (0.36%) Bitbucket
7 5 (0.36%) ERwin
8 3 (0.22%) Artifactory
8 3 (0.22%) ER Studio
8 3 (0.22%) Postman
8 3 (0.22%) Selenium
8 3 (0.22%) Snyk
8 3 (0.22%) Sonatype Nexus
8 3 (0.22%) Visual Studio
9 2 (0.14%) Yeoman
10 1 (0.072%) Atlassian Bamboo
10 1 (0.072%) git-flow
10 1 (0.072%) Octopus Deploy
10 1 (0.072%) Robot Framework
General
1 333 (23.91%) Social Skills
2 326 (23.40%) Finance
3 233 (16.73%) Analytical Skills
4 157 (11.27%) Public Sector
5 105 (7.54%) Banking
6 36 (2.58%) Marketing
7 33 (2.37%) Inclusion and Diversity
8 31 (2.23%) Retail
9 28 (2.01%) Documentation Skills
10 24 (1.72%) Telecoms
11 23 (1.65%) Front Office
12 17 (1.22%) Investment Banking
13 16 (1.15%) Financial Institution
14 14 (1.01%) Manufacturing
15 11 (0.79%) Influencing Skills
15 11 (0.79%) Law
15 11 (0.79%) Pharmaceutical
16 10 (0.72%) Legal
17 8 (0.57%) Billing
18 7 (0.50%) Military
Job Titles
1 643 (46.16%) Data Engineer
2 198 (14.21%) Senior
3 160 (11.49%) Architect
4 159 (11.41%) Lead
5 115 (8.26%) Senior Data Engineer
6 88 (6.32%) Data Architect
7 82 (5.89%) Developer
8 67 (4.81%) AWS Engineer
9 66 (4.74%) Analyst
10 61 (4.38%) Lead Data Engineer
11 55 (3.95%) AWS Data Engineer
12 52 (3.73%) Azure Engineer
13 51 (3.66%) Snowflake Engineer
14 46 (3.30%) Azure Data Engineer
14 46 (3.30%) Data Scientist
15 45 (3.23%) Solutions Architect
16 43 (3.09%) Snowflake Data Engineer
17 40 (2.87%) Data Analyst
18 39 (2.80%) Consultant
19 33 (2.37%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 194 (13.93%) PySpark
2 122 (8.76%) Kafka
3 42 (3.02%) REST
4 36 (2.58%) Pandas
5 34 (2.44%) JSON
6 27 (1.94%) scikit-learn
7 26 (1.87%) React
8 22 (1.58%) NumPy
8 22 (1.58%) PyTorch
8 22 (1.58%) Spring
9 19 (1.36%) .NET
10 17 (1.22%) TensorFlow
11 16 (1.15%) OpenTelemetry
12 15 (1.08%) RESTful
12 15 (1.08%) Spring Boot
13 14 (1.01%) Apache Avro
14 12 (0.86%) Great Expectations
14 12 (0.86%) LangChain
14 12 (0.86%) Microsoft Graph
15 11 (0.79%) FastAPI
Miscellaneous
1 181 (12.99%) Cloud Native
2 59 (4.24%) Legacy Systems
3 58 (4.16%) Data Structures
4 56 (4.02%) Distributed Systems
5 48 (3.45%) Product Ownership
6 40 (2.87%) Onboarding
7 33 (2.37%) AI Agents
8 26 (1.87%) Data Protection Act
8 26 (1.87%) Distributed Computing
9 21 (1.51%) Greenfield Project
10 20 (1.44%) NHS
11 19 (1.36%) Algorithms
12 17 (1.22%) Analytical Mindset
13 16 (1.15%) Clustering
14 15 (1.08%) Virtual Team
15 12 (0.86%) Fixed Income
15 12 (0.86%) Life Science
15 12 (0.86%) Reference Data
16 11 (0.79%) Management Information System
16 11 (0.79%) Self-Motivation
Operating Systems
1 33 (2.37%) Linux
2 26 (1.87%) Unix
3 6 (0.43%) Windows
4 4 (0.29%) VMS
5 2 (0.14%) Windows Server
6 1 (0.072%) Ubuntu
Processes & Methodologies
1 716 (51.40%) Analytics
2 669 (48.03%) Data Pipeline
3 543 (38.98%) Data Modelling
4 481 (34.53%) CI/CD
5 474 (34.03%) ETL
6 389 (27.93%) AI
7 351 (25.20%) Agile
8 342 (24.55%) Business Intelligence
9 320 (22.97%) DevOps
10 294 (21.11%) Data Governance
11 262 (18.81%) Machine Learning
12 236 (16.94%) Problem-Solving
13 234 (16.80%) Data Science
14 204 (14.64%) Validation
15 203 (14.57%) Migration
16 200 (14.36%) Data Architecture
17 196 (14.07%) Decision-Making
18 181 (12.99%) Data Transformation
19 171 (12.28%) Infrastructure as Code
20 170 (12.20%) Stakeholder Management
Programming Languages
1 760 (54.56%) SQL
2 720 (51.69%) Python
3 118 (8.47%) Java
4 42 (3.02%) Data Analysis Expressions
5 36 (2.58%) Scala
6 34 (2.44%) C#
7 30 (2.15%) Bash
8 24 (1.72%) T-SQL
9 23 (1.65%) PowerShell
10 19 (1.36%) R
11 18 (1.29%) Bicep
11 18 (1.29%) JavaScript
12 16 (1.15%) PL/SQL
13 15 (1.08%) Shell Script
14 12 (0.86%) SAS Macro
15 11 (0.79%) TypeScript
16 7 (0.50%) SPARQL
17 6 (0.43%) Cypher
18 5 (0.36%) Kusto Query Language
19 4 (0.29%) Gremlin
Qualifications
1 276 (19.81%) Security Cleared
2 236 (16.94%) SC Cleared
3 88 (6.32%) Degree
4 40 (2.87%) Computer Science Degree
5 31 (2.23%) BPSS Clearance
6 29 (2.08%) Azure Certification
7 28 (2.01%) DV Cleared
8 27 (1.94%) Master's Degree
9 17 (1.22%) AWS Certification
10 13 (0.93%) DBS Check
11 7 (0.50%) AWS Certified Cloud Practitioner
11 7 (0.50%) Microsoft Certification
12 6 (0.43%) SnowPro
13 5 (0.36%) AWS Certified Solutions Architect
13 5 (0.36%) Tableau Certification
14 3 (0.22%) PhD
15 2 (0.14%) CSPO
15 2 (0.14%) Microsoft Certified Professional
15 2 (0.14%) PMI Certification
16 1 (0.072%) PMP
Quality Assurance & Compliance
1 405 (29.07%) Data Quality
2 78 (5.60%) GDPR
3 77 (5.53%) QA
4 22 (1.58%) Accessibility
5 10 (0.72%) SLA
6 4 (0.29%) ISO/IEC 27001
6 4 (0.29%) NIST
6 4 (0.29%) Sarbanes-Oxley
6 4 (0.29%) Solvency II
7 3 (0.22%) Actionable Recommendations
7 3 (0.22%) California Consumer Privacy Act
7 3 (0.22%) GRC
7 3 (0.22%) GxP
7 3 (0.22%) ISO/IEC 42001
7 3 (0.22%) MiFID
7 3 (0.22%) PMO
8 2 (0.14%) 21 CFR Part 11
8 2 (0.14%) EMIR
9 1 (0.072%) Basel II
9 1 (0.072%) SNOMED CT
System Software
1 121 (8.69%) Docker
2 4 (0.29%) Active Directory
3 3 (0.22%) Virtual Machines
4 2 (0.14%) HDFS
Systems Management
1 181 (12.99%) Terraform
2 107 (7.68%) Kubernetes
3 22 (1.58%) Prometheus
4 14 (1.01%) Grafana
5 13 (0.93%) Ansible
6 5 (0.36%) Kibana
7 3 (0.22%) Argo
7 3 (0.22%) logstash
7 3 (0.22%) Rancher
8 2 (0.14%) Kubeflow
8 2 (0.14%) Nagios
8 2 (0.14%) Thomson Reuters DACS
9 1 (0.072%) Cilium
9 1 (0.072%) Control-M
9 1 (0.072%) Hadoop YARN
9 1 (0.072%) HP Fortify
9 1 (0.072%) IBM Guardium
9 1 (0.072%) Kustomize
9 1 (0.072%) Oozie
9 1 (0.072%) QRadar
Vendors
1 337 (24.19%) Databricks
2 239 (17.16%) Microsoft
3 72 (5.17%) Informatica
4 62 (4.45%) Google
5 59 (4.24%) Oracle
6 31 (2.23%) Foundry
7 30 (2.15%) Palantir
8 29 (2.08%) SAP
8 29 (2.08%) Talend
9 23 (1.65%) Splunk
10 22 (1.58%) OpenAI
11 18 (1.29%) Salesforce
12 15 (1.08%) Cloudera
13 14 (1.01%) ServiceNow
14 12 (0.86%) Trend Micro
15 7 (0.50%) Adobe
15 7 (0.50%) Denodo
15 7 (0.50%) InterSystems
15 7 (0.50%) Workday
16 6 (0.43%) Bloomberg