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

6 months to
28 Jun 2026
Same period 2025 Same period 2024
Rank 80 152 199
Rank change year-on-year +72 +47 -4
Contract jobs citing Data Engineering 1,313 485 454
As % of all contract jobs in England 3.02% 1.90% 1.22%
As % of the Processes & Methodologies category 3.54% 2.09% 1.42%
Number of daily rates quoted 925 326 336
10th Percentile £390 £388 £375
25th Percentile £450 £450 £468
Median daily rate (50th Percentile) £525 £533 £575
Median % change year-on-year -1.50% -7.30% -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 15 7 13
10th Percentile £53.45 £24.75 £30.55
25th Percentile £63.75 £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 £80.88 £53.75 £60.00
90th Percentile £89.00 £58.25 -
UK median hourly rate £69.44 £38.96 £35.00
% change year-on-year +78.23% +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 37,130 23,233 31,970
As % of all contract IT jobs advertised in England 85.37% 91.23% 85.59%
Number of daily rates quoted 23,419 14,972 20,715
10th Percentile £325 £300 £304
25th Percentile £418 £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 £729 £750 £750
UK median daily rate £515 £504 £525
% change year-on-year +2.23% -4.05% -4.55%
Number of hourly rates quoted 2,325 1,147 2,335
10th Percentile £15.25 £14.20 £12.79
25th Percentile £21.00 £17.87 £16.06
Median hourly rate £47.00 £25.50 £38.12
Median % change year-on-year +84.31% -33.11% +1.65%
75th Percentile £68.55 £55.00 £61.60
90th Percentile £82.25 £72.50 £73.55
UK median hourly rate £43.96 £25.15 £37.50
% change year-on-year +74.79% -32.93% +2.63%

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 28 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 28 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 28 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 +53 786 £550 - 275
North of England +29 168 £475 -5.00% 71
Midlands +26 135 £499 +7.84% 36
West Midlands +29 115 £472 -18.62% 22
South West +24 81 £500 -11.11% 31
South East -15 76 £525 +5.00% 114
Yorkshire +4 73 £480 +3.78% 13
North West -14 59 £500 - 44
North East -3 38 £425 -15.00% 14
East of England -16 25 £575 +71.29% 16
East Midlands -7 17 £525 +13.51% 14
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 (13.40%) Apache Spark
2 152 (11.58%) Apache Airflow
3 100 (7.62%) Apache
4 39 (2.97%) SAS
5 23 (1.75%) Confluence
5 23 (1.75%) Jupyter
6 17 (1.29%) Palantir Foundry
7 12 (0.91%) SharePoint
8 7 (0.53%) Apache Superset
9 6 (0.46%) Appian
10 5 (0.38%) Microsoft Exchange
11 2 (0.15%) Apache Synapse
11 2 (0.15%) ArcGIS
12 1 (0.076%) Camunda
12 1 (0.076%) CICS
12 1 (0.076%) IBM HTTP Server
12 1 (0.076%) PowerExchange
Applications
1 22 (1.68%) Microsoft Excel
2 8 (0.61%) Microsoft Office
2 8 (0.61%) Spreadsheet
3 7 (0.53%) Microsoft PowerPoint
4 3 (0.23%) Chatbot
5 2 (0.15%) MS Visio
6 1 (0.076%) Microsoft Project
6 1 (0.076%) Notion
6 1 (0.076%) Trello
Business Applications
1 6 (0.46%) Aladdin
2 5 (0.38%) BambooHR
2 5 (0.38%) Dynamics CRM
2 5 (0.38%) SAP S/4HANA
3 4 (0.30%) Salesforce CRM
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 (0.076%) FIS Private Capital Suite
6 1 (0.076%) Markit EDM
6 1 (0.076%) SAP ECC
Cloud Services
1 565 (43.03%) Azure
2 513 (39.07%) AWS
3 289 (22.01%) Power Platform
4 185 (14.09%) GCP
5 181 (13.79%) Snowflake
6 157 (11.96%) Azure Data Factory
7 152 (11.58%) dbt
8 150 (11.42%) Amazon S3
9 128 (9.75%) Azure Synapse Analytics
10 113 (8.61%) Azure DevOps
10 113 (8.61%) GitHub
10 113 (8.61%) Serverless
11 97 (7.39%) AWS Lambda
12 67 (5.10%) GitHub Actions
13 37 (2.82%) Amazon EMR
14 33 (2.51%) AWS CloudFormation
15 30 (2.28%) Azure AI
16 28 (2.13%) Azure Cosmos DB
17 27 (2.06%) Amazon Bedrock
18 26 (1.98%) Amazon SageMaker
Communications & Networking
1 5 (0.38%) Firewall
1 5 (0.38%) RTP
2 2 (0.15%) Network Security
3 1 (0.076%) 4G
3 1 (0.076%) 5G
3 1 (0.076%) MIMO
3 1 (0.076%) MQTT
Database & Business Intelligence
1 265 (20.18%) Power BI
2 248 (18.89%) Data Warehouse
3 199 (15.16%) Data Lake
4 123 (9.37%) Metadata
5 95 (7.24%) Amazon Redshift
6 90 (6.85%) Big Data
7 86 (6.55%) Delta Lake
8 81 (6.17%) BigQuery
9 78 (5.94%) SQL Server
9 78 (5.94%) Tableau
10 66 (5.03%) NoSQL
11 64 (4.87%) Amazon Athena
12 61 (4.65%) Snowflake Schema
13 53 (4.04%) Relational Database
14 48 (3.66%) PostgreSQL
15 44 (3.35%) Azure SQL Database
16 39 (2.97%) Hadoop
17 32 (2.44%) SQL Server Integration Services
17 32 (2.44%) Star Schema
18 27 (2.06%) Spark SQL
Development Applications
1 138 (10.51%) Git
2 69 (5.26%) GitLab
3 51 (3.88%) JIRA
4 32 (2.44%) MLflow
5 19 (1.45%) Jenkins
6 6 (0.46%) SonarQube
7 4 (0.30%) Postman
7 4 (0.30%) 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 (0.076%) Ant
10 1 (0.076%) Claude Code
10 1 (0.076%) Deequ
10 1 (0.076%) JUnit
10 1 (0.076%) REST Assured
General
1 326 (24.83%) Social Skills
2 324 (24.68%) Finance
3 202 (15.38%) Analytical Skills
4 144 (10.97%) Public Sector
5 91 (6.93%) Banking
6 34 (2.59%) Marketing
7 33 (2.51%) Inclusion and Diversity
8 31 (2.36%) Retail
9 27 (2.06%) Documentation Skills
10 19 (1.45%) Telecoms
11 16 (1.22%) Front Office
12 14 (1.07%) Financial Institution
12 14 (1.07%) Investment Banking
13 11 (0.84%) Influencing Skills
13 11 (0.84%) Manufacturing
14 10 (0.76%) Legal
15 9 (0.69%) Law
16 8 (0.61%) Pharmaceutical
17 6 (0.46%) Billing
18 5 (0.38%) Military
Job Titles
1 606 (46.15%) Data Engineer
2 194 (14.78%) Senior
3 154 (11.73%) Architect
4 148 (11.27%) Lead
5 116 (8.83%) Senior Data Engineer
6 82 (6.25%) Data Architect
7 68 (5.18%) Developer
8 61 (4.65%) AWS Engineer
9 60 (4.57%) Analyst
9 60 (4.57%) Lead Data Engineer
10 50 (3.81%) AWS Data Engineer
11 45 (3.43%) Data Scientist
11 45 (3.43%) Solutions Architect
12 44 (3.35%) Snowflake Engineer
13 42 (3.20%) Azure Engineer
14 39 (2.97%) Snowflake Data Engineer
15 37 (2.82%) Azure Data Engineer
15 37 (2.82%) Consultant
16 35 (2.67%) Artificial Intelligence Engineer
17 34 (2.59%) Data Analyst
Libraries, Frameworks & Software Standards
1 188 (14.32%) PySpark
2 121 (9.22%) Kafka
3 42 (3.20%) REST
4 40 (3.05%) Pandas
5 31 (2.36%) scikit-learn
6 30 (2.28%) JSON
7 27 (2.06%) PyTorch
8 26 (1.98%) NumPy
9 25 (1.90%) Spring
10 24 (1.83%) React
11 20 (1.52%) TensorFlow
12 18 (1.37%) Spring Boot
13 16 (1.22%) .NET
14 15 (1.14%) RESTful
14 15 (1.14%) YAML
15 14 (1.07%) OpenTelemetry
16 13 (0.99%) FastAPI
16 13 (0.99%) pytest
16 13 (0.99%) XML
17 12 (0.91%) Apache Avro
Miscellaneous
1 178 (13.56%) Cloud Native
2 54 (4.11%) Legacy Systems
3 52 (3.96%) Distributed Systems
4 50 (3.81%) Data Structures
5 41 (3.12%) Product Ownership
6 31 (2.36%) AI Agents
6 31 (2.36%) Onboarding
7 27 (2.06%) Distributed Computing
8 22 (1.68%) Greenfield Project
9 21 (1.60%) Data Protection Act
10 20 (1.52%) NHS
11 19 (1.45%) Analytical Mindset
12 16 (1.22%) Algorithms
13 15 (1.14%) Clustering
14 14 (1.07%) Fixed Income
14 14 (1.07%) Virtual Team
15 12 (0.91%) Management Information System
15 12 (0.91%) Self-Motivation
16 11 (0.84%) Hybrid Cloud
17 9 (0.69%) Equities
Operating Systems
1 28 (2.13%) Linux
2 25 (1.90%) Unix
3 5 (0.38%) VMS
4 3 (0.23%) Windows
5 2 (0.15%) Windows Server
6 1 (0.076%) Ubuntu
Processes & Methodologies
1 680 (51.79%) Analytics
2 617 (46.99%) Data Pipeline
3 497 (37.85%) Data Modelling
4 471 (35.87%) CI/CD
5 464 (35.34%) ETL
6 392 (29.86%) AI
7 336 (25.59%) Business Intelligence
8 333 (25.36%) Agile
9 322 (24.52%) DevOps
10 270 (20.56%) Data Governance
11 252 (19.19%) Machine Learning
12 230 (17.52%) Problem-Solving
13 221 (16.83%) Data Science
14 185 (14.09%) Data Architecture
15 184 (14.01%) Decision-Making
15 184 (14.01%) Migration
16 181 (13.79%) Validation
17 159 (12.11%) Infrastructure as Code
18 151 (11.50%) Stakeholder Management
19 148 (11.27%) Data Transformation
Programming Languages
1 712 (54.23%) SQL
2 699 (53.24%) Python
3 111 (8.45%) Java
4 42 (3.20%) Data Analysis Expressions
5 40 (3.05%) Scala
6 34 (2.59%) C#
7 31 (2.36%) Bash
8 23 (1.75%) PowerShell
8 23 (1.75%) T-SQL
9 20 (1.52%) JavaScript
10 18 (1.37%) R
11 17 (1.29%) Bicep
12 16 (1.22%) PL/SQL
13 13 (0.99%) Shell Script
13 13 (0.99%) TypeScript
14 11 (0.84%) SAS Macro
15 6 (0.46%) SPARQL
16 5 (0.38%) Cypher
16 5 (0.38%) Korn
16 5 (0.38%) Kusto Query Language
Qualifications
1 250 (19.04%) Security Cleared
2 223 (16.98%) SC Cleared
3 86 (6.55%) Degree
4 40 (3.05%) Computer Science Degree
5 29 (2.21%) BPSS Clearance
6 28 (2.13%) Azure Certification
6 28 (2.13%) Master's Degree
7 17 (1.29%) AWS Certification
8 14 (1.07%) DV Cleared
9 13 (0.99%) DBS Check
10 9 (0.69%) Microsoft Certification
11 7 (0.53%) AWS Certified Cloud Practitioner
12 6 (0.46%) SnowPro
13 5 (0.38%) AWS Certified Solutions Architect
14 3 (0.23%) PhD
15 2 (0.15%) CSPO
15 2 (0.15%) PMI Certification
15 2 (0.15%) Tableau Certification
16 1 (0.076%) CISSP
16 1 (0.076%) PMP
Quality Assurance & Compliance
1 374 (28.48%) Data Quality
2 80 (6.09%) GDPR
3 64 (4.87%) QA
4 10 (0.76%) Accessibility
4 10 (0.76%) SLA
5 7 (0.53%) Sarbanes-Oxley
6 5 (0.38%) ISO/IEC 27001
7 4 (0.30%) MiFID
7 4 (0.30%) Solvency II
8 3 (0.23%) Actionable Recommendations
8 3 (0.23%) California Consumer Privacy Act
8 3 (0.23%) GRC
8 3 (0.23%) GxP
8 3 (0.23%) HIPAA
8 3 (0.23%) ISO/IEC 42001
8 3 (0.23%) NIST
9 2 (0.15%) 21 CFR Part 11
9 2 (0.15%) EMIR
9 2 (0.15%) PMO
10 1 (0.076%) Basel II
System Software
1 125 (9.52%) Docker
2 3 (0.23%) Active Directory
2 3 (0.23%) Virtual Machines
3 2 (0.15%) HDFS
Systems Management
1 185 (14.09%) Terraform
2 108 (8.23%) Kubernetes
3 23 (1.75%) Prometheus
4 14 (1.07%) Grafana
5 9 (0.69%) Ansible
6 4 (0.30%) Kibana
7 3 (0.23%) Argo
7 3 (0.23%) Nagios
7 3 (0.23%) Rancher
8 2 (0.15%) Kubeflow
8 2 (0.15%) logstash
8 2 (0.15%) Thomson Reuters DACS
9 1 (0.076%) Control-M
9 1 (0.076%) Hadoop YARN
9 1 (0.076%) HP Fortify
9 1 (0.076%) IBM Guardium
9 1 (0.076%) Oozie
Vendors
1 323 (24.60%) Databricks
2 228 (17.36%) Microsoft
3 72 (5.48%) Informatica
4 53 (4.04%) Oracle
5 49 (3.73%) Google
6 26 (1.98%) Foundry
6 26 (1.98%) OpenAI
6 26 (1.98%) SAP
6 26 (1.98%) Talend
7 25 (1.90%) Palantir
8 22 (1.68%) Splunk
9 20 (1.52%) Salesforce
10 15 (1.14%) Cloudera
10 15 (1.14%) ServiceNow
11 12 (0.91%) Trend Micro
12 8 (0.61%) Denodo
13 7 (0.53%) InterSystems
13 7 (0.53%) UiPath
14 6 (0.46%) Automation Anywhere
14 6 (0.46%) Workday