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 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 84 144 205
Rank change year-on-year +60 +61 -12
Contract jobs citing Data Engineering 1,215 442 413
As % of all contract jobs in England 2.92% 1.86% 1.13%
As % of the Processes & Methodologies category 3.44% 2.04% 1.31%
Number of daily rates quoted 856 303 304
10th Percentile £400 £400 £380
25th Percentile £450 £450 £463
Median daily rate (50th Percentile) £535 £550 £575
Median % change year-on-year -2.73% -4.35% -8.00%
75th Percentile £625 £688 £688
90th Percentile £750 £838 £750
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -8.33%
Number of hourly rates quoted 14 10 13
10th Percentile £52.90 £22.45 £30.55
25th Percentile £65.00 £22.72 £35.00
Median hourly rate £70.00 £28.75 £48.50
Median % change year-on-year +143.48% -40.72% -35.33%
75th Percentile £82.31 £50.05 £60.00
90th Percentile £89.25 £54.88 -
UK median hourly rate £70.00 £27.50 £35.00
% change year-on-year +154.55% -21.43% -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 35,337 21,704 31,436
As % of all contract IT jobs advertised in England 84.82% 91.29% 85.99%
Number of daily rates quoted 22,449 14,185 20,585
10th Percentile £325 £306 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £514 £525 £525
Median % change year-on-year -2.10% - -4.55%
75th Percentile £623 £638 £650
90th Percentile £725 £750 £750
UK median daily rate £512 £513 £525
% change year-on-year -0.14% -2.38% -4.55%
Number of hourly rates quoted 2,203 923 2,285
10th Percentile £15.25 £14.20 £12.86
25th Percentile £20.50 £18.13 £15.95
Median hourly rate £45.00 £28.00 £36.50
Median % change year-on-year +60.71% -23.29% -2.67%
75th Percentile £68.00 £60.00 £61.25
90th Percentile £81.00 £75.00 £72.50
UK median hourly rate £41.94 £27.45 £36.02
% change year-on-year +52.79% -23.80% -2.64%

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 27 May 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 27 May 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 27 May 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 +60 756 £550 -4.35% 271
North of England +8 131 £480 -4.00% 109
Midlands +10 125 £500 +8.11% 32
West Midlands +18 103 £500 -1.09% 21
South West +25 76 £500 -16.67% 26
South East -20 66 £550 +15.79% 87
Yorkshire -9 58 £478 -13.18% 24
North West -15 52 £500 - 60
North East -4 23 £450 -5.26% 26
East of England -20 22 £575 +54.08% 16
East Midlands -21 19 £525 +13.51% 11
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
1 173 (14.24%) Apache Spark
2 129 (10.62%) Apache Airflow
3 83 (6.83%) Apache
4 33 (2.72%) SAS
5 15 (1.23%) Confluence
5 15 (1.23%) Palantir Foundry
6 10 (0.82%) Jupyter
7 8 (0.66%) Appian
8 7 (0.58%) Apache Superset
9 4 (0.33%) Microsoft Exchange
9 4 (0.33%) SharePoint
10 2 (0.16%) Apache Synapse
11 1 (0.082%) ArcGIS
11 1 (0.082%) Camunda
11 1 (0.082%) CICS
11 1 (0.082%) CMS
11 1 (0.082%) IBM HTTP Server
11 1 (0.082%) PowerExchange
Applications
1 25 (2.06%) Microsoft Excel
2 7 (0.58%) Microsoft Office
2 7 (0.58%) Microsoft PowerPoint
2 7 (0.58%) Spreadsheet
3 3 (0.25%) Microsoft Project
3 3 (0.25%) MS Visio
3 3 (0.25%) Trello
4 2 (0.16%) Chatbot
Business Applications
1 5 (0.41%) Aladdin
1 5 (0.41%) BambooHR
2 4 (0.33%) Dynamics CRM
3 3 (0.25%) Salesforce CRM
3 3 (0.25%) SAP BPC
4 2 (0.16%) Oracle Assets
4 2 (0.16%) SAP S/4HANA
5 1 (0.082%) Endur
5 1 (0.082%) Markit EDM
5 1 (0.082%) SAP ECC
Cloud Services
1 546 (44.94%) Azure
2 448 (36.87%) AWS
3 276 (22.72%) Power Platform
4 179 (14.73%) Azure Data Factory
5 178 (14.65%) GCP
6 156 (12.84%) Snowflake
7 135 (11.11%) Azure Synapse Analytics
8 129 (10.62%) dbt
9 126 (10.37%) Amazon S3
10 119 (9.79%) GitHub
11 109 (8.97%) Azure DevOps
12 93 (7.65%) Serverless
13 75 (6.17%) AWS Lambda
14 71 (5.84%) GitHub Actions
15 38 (3.13%) AWS CloudFormation
16 27 (2.22%) AWS Step Functions
17 26 (2.14%) Azure AI
18 25 (2.06%) Dagster
19 23 (1.89%) Azure Cosmos DB
19 23 (1.89%) Collibra
Communications & Networking
1 5 (0.41%) RTP
2 4 (0.33%) Firewall
3 2 (0.16%) Kerberos
4 1 (0.082%) 4G
4 1 (0.082%) 5G
4 1 (0.082%) MIMO
4 1 (0.082%) Network Security
4 1 (0.082%) SAN
4 1 (0.082%) SMS
4 1 (0.082%) TCP/IP
4 1 (0.082%) VPN
Database & Business Intelligence
1 255 (20.99%) Power BI
2 229 (18.85%) Data Warehouse
3 201 (16.54%) Data Lake
4 108 (8.89%) Metadata
5 85 (7.00%) Delta Lake
5 85 (7.00%) SQL Server
6 83 (6.83%) Big Data
7 74 (6.09%) BigQuery
8 73 (6.01%) Tableau
9 70 (5.76%) NoSQL
10 66 (5.43%) Amazon Redshift
11 65 (5.35%) Snowflake Schema
12 60 (4.94%) Azure SQL Database
13 52 (4.28%) Relational Database
14 49 (4.03%) Amazon Athena
15 43 (3.54%) PostgreSQL
16 40 (3.29%) Hadoop
17 37 (3.05%) SQL Server Integration Services
18 35 (2.88%) Spark SQL
19 28 (2.30%) Star Schema
Development Applications
1 139 (11.44%) Git
2 56 (4.61%) GitLab
3 43 (3.54%) JIRA
4 37 (3.05%) MLflow
5 25 (2.06%) Jenkins
6 7 (0.58%) SonarQube
7 5 (0.41%) Selenium
8 4 (0.33%) Postman
9 3 (0.25%) Artifactory
9 3 (0.25%) Robot Framework
9 3 (0.25%) Snyk
9 3 (0.25%) Visual Studio
10 2 (0.16%) Bitbucket
10 2 (0.16%) ERwin
10 2 (0.16%) Terragrunt
11 1 (0.082%) git-flow
11 1 (0.082%) Octopus Deploy
11 1 (0.082%) REST Assured
11 1 (0.082%) Sonatype Nexus
11 1 (0.082%) Visual Studio Code
General
1 315 (25.93%) Finance
2 277 (22.80%) Social Skills
3 178 (14.65%) Analytical Skills
4 100 (8.23%) Public Sector
5 71 (5.84%) Banking
6 28 (2.30%) Marketing
7 27 (2.22%) Retail
8 26 (2.14%) Inclusion and Diversity
9 20 (1.65%) Documentation Skills
10 18 (1.48%) Front Office
11 15 (1.23%) Telecoms
12 14 (1.15%) Financial Institution
12 14 (1.15%) Investment Banking
13 13 (1.07%) Influencing Skills
14 10 (0.82%) Legal
15 6 (0.49%) Back Office
15 6 (0.49%) Law
15 6 (0.49%) Military
16 4 (0.33%) Pharmaceutical
17 3 (0.25%) Manufacturing
Job Titles
1 587 (48.31%) Data Engineer
2 168 (13.83%) Senior
3 133 (10.95%) Lead
4 126 (10.37%) Architect
5 110 (9.05%) Senior Data Engineer
6 65 (5.35%) Developer
7 64 (5.27%) Data Architect
8 54 (4.44%) Lead Data Engineer
9 52 (4.28%) Azure Engineer
10 51 (4.20%) AWS Engineer
11 50 (4.12%) Analyst
12 45 (3.70%) Azure Data Engineer
13 44 (3.62%) Data Scientist
13 44 (3.62%) Snowflake Engineer
14 42 (3.46%) AWS Data Engineer
14 42 (3.46%) Solutions Architect
15 38 (3.13%) Snowflake Data Engineer
16 34 (2.80%) Consultant
17 29 (2.39%) Artificial Intelligence Engineer
17 29 (2.39%) Data Analyst
Libraries, Frameworks & Software Standards
1 178 (14.65%) PySpark
2 127 (10.45%) Kafka
3 51 (4.20%) Pandas
4 39 (3.21%) scikit-learn
5 36 (2.96%) PyTorch
6 32 (2.63%) NumPy
7 31 (2.55%) REST
8 27 (2.22%) JSON
8 27 (2.22%) TensorFlow
9 23 (1.89%) React
9 23 (1.89%) Spring
10 19 (1.56%) LangChain
10 19 (1.56%) YAML
11 17 (1.40%) Great Expectations
11 17 (1.40%) RESTful
12 16 (1.32%) pytest
12 16 (1.32%) Spring Boot
13 15 (1.23%) FastAPI
14 13 (1.07%) Flask
14 13 (1.07%) Hugging Face
Miscellaneous
1 156 (12.84%) Cloud Native
2 42 (3.46%) Distributed Systems
2 42 (3.46%) Legacy Systems
3 41 (3.37%) Product Ownership
4 37 (3.05%) Data Structures
5 29 (2.39%) AI Agents
5 29 (2.39%) Distributed Computing
6 22 (1.81%) Onboarding
7 21 (1.73%) Greenfield Project
8 20 (1.65%) Data Protection Act
9 19 (1.56%) Algorithms
10 16 (1.32%) Analytical Mindset
11 14 (1.15%) Fixed Income
12 12 (0.99%) Clustering
12 12 (0.99%) NHS
12 12 (0.99%) Self-Motivation
13 11 (0.91%) Hybrid Cloud
14 10 (0.82%) Data Fabric
14 10 (0.82%) Equities
15 8 (0.66%) Low-Code
Operating Systems
1 28 (2.30%) Linux
2 24 (1.98%) Unix
3 6 (0.49%) VMS
4 3 (0.25%) Ubuntu
4 3 (0.25%) Windows
5 2 (0.16%) Windows Server
6 1 (0.082%) CentOS
6 1 (0.082%) Debian
Processes & Methodologies
1 619 (50.95%) Analytics
2 558 (45.93%) Data Pipeline
3 476 (39.18%) Data Modelling
4 454 (37.37%) ETL
5 410 (33.74%) CI/CD
6 356 (29.30%) AI
7 311 (25.60%) Business Intelligence
8 306 (25.19%) Agile
9 302 (24.86%) DevOps
10 263 (21.65%) Data Governance
11 230 (18.93%) Machine Learning
12 204 (16.79%) Problem-Solving
13 203 (16.71%) Data Science
14 171 (14.07%) Data Architecture
15 161 (13.25%) Decision-Making
16 155 (12.76%) Migration
17 153 (12.59%) Validation
18 129 (10.62%) Data Transformation
19 127 (10.45%) Infrastructure as Code
20 117 (9.63%) LLM
Programming Languages
1 670 (55.14%) SQL
2 636 (52.35%) Python
3 102 (8.40%) Java
4 54 (4.44%) Scala
5 40 (3.29%) Data Analysis Expressions
6 36 (2.96%) C#
7 29 (2.39%) Bash
8 23 (1.89%) T-SQL
9 20 (1.65%) JavaScript
9 20 (1.65%) PowerShell
10 19 (1.56%) R
11 15 (1.23%) Bicep
11 15 (1.23%) PL/SQL
12 11 (0.91%) Shell Script
13 10 (0.82%) TypeScript
14 7 (0.58%) Go
14 7 (0.58%) SAS Macro
15 4 (0.33%) Korn
16 2 (0.16%) C++
16 2 (0.16%) SPARQL
Qualifications
1 231 (19.01%) Security Cleared
2 205 (16.87%) SC Cleared
3 79 (6.50%) Degree
4 35 (2.88%) Azure Certification
5 34 (2.80%) Computer Science Degree
6 28 (2.30%) Master's Degree
7 18 (1.48%) BPSS Clearance
8 14 (1.15%) DBS Check
9 12 (0.99%) DV Cleared
10 11 (0.91%) AWS Certification
11 8 (0.66%) Microsoft Certification
12 6 (0.49%) PhD
13 4 (0.33%) AWS Certified Solutions Architect
13 4 (0.33%) Microsoft Certified Professional
13 4 (0.33%) SnowPro
14 2 (0.16%) PMI Certification
14 2 (0.16%) Tableau Certification
15 1 (0.082%) Cisco Certification
15 1 (0.082%) CISSP
15 1 (0.082%) PMP
Quality Assurance & Compliance
1 337 (27.74%) Data Quality
2 84 (6.91%) GDPR
3 60 (4.94%) QA
4 12 (0.99%) Sarbanes-Oxley
5 8 (0.66%) SLA
6 6 (0.49%) ISO/IEC 27001
7 5 (0.41%) Accessibility
8 4 (0.33%) HIPAA
8 4 (0.33%) MiFID
8 4 (0.33%) Solvency II
9 3 (0.25%) California Consumer Privacy Act
9 3 (0.25%) GRC
9 3 (0.25%) PMO
10 2 (0.16%) EMIR
10 2 (0.16%) NIST
11 1 (0.082%) Actionable Recommendations
11 1 (0.082%) IFRS
11 1 (0.082%) IFRS 9
11 1 (0.082%) ISO 13485
11 1 (0.082%) PCI DSS
System Software
1 110 (9.05%) Docker
2 4 (0.33%) HDFS
2 4 (0.33%) Virtual Machines
3 1 (0.082%) Active Directory
3 1 (0.082%) Apache ZooKeeper
Systems Management
1 152 (12.51%) Terraform
2 107 (8.81%) Kubernetes
3 23 (1.89%) Prometheus
4 10 (0.82%) Grafana
5 9 (0.74%) Ansible
6 5 (0.41%) Argo
7 3 (0.25%) Kibana
7 3 (0.25%) Kubeflow
7 3 (0.25%) Nagios
7 3 (0.25%) Rancher
8 2 (0.16%) Hadoop YARN
8 2 (0.16%) logstash
8 2 (0.16%) Thomson Reuters DACS
9 1 (0.082%) Apache Ranger
9 1 (0.082%) Control-M
9 1 (0.082%) HP Fortify
9 1 (0.082%) IBM Guardium
9 1 (0.082%) Oozie
Vendors
1 310 (25.51%) Databricks
2 200 (16.46%) Microsoft
3 58 (4.77%) Google
4 57 (4.69%) Informatica
5 46 (3.79%) Oracle
6 26 (2.14%) OpenAI
6 26 (2.14%) Talend
7 22 (1.81%) Foundry
7 22 (1.81%) SAP
8 19 (1.56%) Splunk
9 17 (1.40%) Palantir
10 16 (1.32%) Cloudera
11 12 (0.99%) ServiceNow
12 10 (0.82%) Salesforce
13 9 (0.74%) UiPath
14 8 (0.66%) Automation Anywhere
15 7 (0.58%) Denodo
15 7 (0.58%) InterSystems
16 5 (0.41%) Workday
17 4 (0.33%) Alteryx