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

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 84 151 202
Rank change year-on-year +67 +51 -6
Contract jobs citing Data Engineering 1,171 455 423
As % of all contract jobs in England 2.92% 1.86% 1.14%
As % of the Processes & Methodologies category 3.43% 2.04% 1.32%
Number of daily rates quoted 826 326 313
10th Percentile £400 £400 £402
25th Percentile £450 £456 £475
Median daily rate (50th Percentile) £525 £550 £560
Median % change year-on-year -4.55% -1.79% -6.67%
75th Percentile £624 £688 £675
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 12 12
10th Percentile £52.90 £22.00 £30.46
25th Percentile £65.00 £22.38 £34.06
Median hourly rate £70.00 £26.47 £38.65
Median % change year-on-year +164.50% -31.53% -47.05%
75th Percentile £82.31 £53.75 £60.00
90th Percentile £89.25 £63.88 -
UK median hourly rate £70.00 £25.43 £35.00
% change year-on-year +175.27% -27.34% -35.48%

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 34,120 22,289 31,993
As % of all contract IT jobs advertised in England 84.96% 91.13% 86.56%
Number of daily rates quoted 21,809 14,625 20,976
10th Percentile £318 £310 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £505 £525 £525
Median % change year-on-year -3.81% - -4.55%
75th Percentile £615 £638 £650
90th Percentile £725 £750 £750
UK median daily rate £500 £523 £525
% change year-on-year -4.40% -0.38% -4.55%
Number of hourly rates quoted 2,143 919 2,227
10th Percentile £15.50 £14.74 £12.86
25th Percentile £20.38 £18.51 £16.00
Median hourly rate £44.00 £30.45 £35.00
Median % change year-on-year +44.50% -13.00% -6.67%
75th Percentile £67.25 £63.75 £60.00
90th Percentile £78.75 £75.00 £72.50
UK median hourly rate £40.25 £29.15 £35.00
% change year-on-year +38.08% -16.71% -6.27%

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 April 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 April 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 April 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 +63 729 £550 -4.35% 253
North of England -3 124 £480 -4.00% 96
Midlands +24 123 £500 - 53
West Midlands +19 98 £500 -7.41% 41
South West +19 77 £525 -14.29% 40
South East -35 57 £550 +10.00% 102
Yorkshire -20 56 £480 -12.73% 21
North West -11 50 £500 +5.26% 55
East of England -19 23 £575 +54.08% 13
East Midlands -20 22 £450 -5.26% 12
North East -1 20 £475 - 21
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 (14.77%) Apache Spark
2 114 (9.74%) Apache Airflow
3 74 (6.32%) Apache
4 29 (2.48%) SAS
5 16 (1.37%) Palantir Foundry
6 10 (0.85%) Confluence
7 8 (0.68%) Appian
8 7 (0.60%) Apache Superset
9 5 (0.43%) Jupyter
10 4 (0.34%) Microsoft Exchange
11 2 (0.17%) Apache Synapse
11 2 (0.17%) SharePoint
12 1 (0.085%) ArcGIS
12 1 (0.085%) Camunda
12 1 (0.085%) CICS
12 1 (0.085%) CMS
12 1 (0.085%) IBM HTTP Server
Applications
1 23 (1.96%) Microsoft Excel
2 8 (0.68%) Microsoft PowerPoint
3 7 (0.60%) Microsoft Office
4 6 (0.51%) Spreadsheet
5 4 (0.34%) Chatbot
6 3 (0.26%) Microsoft Project
6 3 (0.26%) MS Visio
6 3 (0.26%) Trello
Business Applications
1 5 (0.43%) BambooHR
2 4 (0.34%) Aladdin
2 4 (0.34%) Dynamics CRM
3 3 (0.26%) Salesforce CRM
3 3 (0.26%) SAP BPC
4 2 (0.17%) SAP S/4HANA
5 1 (0.085%) Actimize
5 1 (0.085%) Markit EDM
5 1 (0.085%) Maximo
5 1 (0.085%) Misys Midas
5 1 (0.085%) Oracle Assets
5 1 (0.085%) SAP ECC
Cloud Services
1 536 (45.77%) Azure
2 417 (35.61%) AWS
3 261 (22.29%) Power Platform
4 184 (15.71%) Azure Data Factory
5 173 (14.77%) GCP
6 140 (11.96%) Azure Synapse Analytics
7 135 (11.53%) Snowflake
8 124 (10.59%) GitHub
9 119 (10.16%) Amazon S3
10 108 (9.22%) dbt
11 96 (8.20%) Azure DevOps
11 96 (8.20%) Serverless
12 78 (6.66%) AWS Lambda
13 75 (6.40%) GitHub Actions
14 46 (3.93%) AWS CloudFormation
15 28 (2.39%) AWS Step Functions
16 25 (2.13%) Collibra
16 25 (2.13%) Dagster
17 23 (1.96%) Amazon SageMaker
18 22 (1.88%) Amazon Kinesis
Communications & Networking
1 5 (0.43%) RTP
2 4 (0.34%) Cisco IPT
2 4 (0.34%) Firewall
2 4 (0.34%) Kerberos
3 3 (0.26%) VPN
4 2 (0.17%) Network Security
5 1 (0.085%) 4G
5 1 (0.085%) 5G
5 1 (0.085%) MIMO
5 1 (0.085%) SAN
5 1 (0.085%) SMS
5 1 (0.085%) TCP/IP
Database & Business Intelligence
1 238 (20.32%) Power BI
2 228 (19.47%) Data Warehouse
3 187 (15.97%) Data Lake
4 109 (9.31%) Metadata
5 82 (7.00%) SQL Server
6 80 (6.83%) Big Data
7 77 (6.58%) Delta Lake
8 76 (6.49%) NoSQL
9 69 (5.89%) Tableau
10 67 (5.72%) Amazon Redshift
11 65 (5.55%) BigQuery
12 62 (5.29%) Azure SQL Database
13 61 (5.21%) Snowflake Schema
14 53 (4.53%) Relational Database
15 50 (4.27%) Amazon Athena
16 44 (3.76%) PostgreSQL
17 41 (3.50%) Hadoop
18 37 (3.16%) SQL Server Integration Services
19 34 (2.90%) Spark SQL
20 25 (2.13%) Star Schema
Development Applications
1 138 (11.78%) Git
2 46 (3.93%) GitLab
3 39 (3.33%) MLflow
4 34 (2.90%) JIRA
5 32 (2.73%) Jenkins
6 7 (0.60%) SonarQube
7 5 (0.43%) Selenium
8 3 (0.26%) Postman
8 3 (0.26%) Robot Framework
8 3 (0.26%) Snyk
8 3 (0.26%) Terragrunt
9 2 (0.17%) Artifactory
9 2 (0.17%) Bitbucket
9 2 (0.17%) Visual Studio
10 1 (0.085%) Ant
10 1 (0.085%) ERwin
10 1 (0.085%) JUnit
10 1 (0.085%) Maven
10 1 (0.085%) Octopus Deploy
10 1 (0.085%) SoapUI
General
1 305 (26.05%) Finance
2 272 (23.23%) Social Skills
3 184 (15.71%) Analytical Skills
4 98 (8.37%) Public Sector
5 65 (5.55%) Banking
6 24 (2.05%) Inclusion and Diversity
7 22 (1.88%) Retail
8 20 (1.71%) Marketing
9 16 (1.37%) Documentation Skills
9 16 (1.37%) Front Office
10 15 (1.28%) Telecoms
11 14 (1.20%) Legal
12 13 (1.11%) Influencing Skills
13 12 (1.02%) Financial Institution
14 11 (0.94%) Investment Banking
15 7 (0.60%) Military
16 6 (0.51%) Back Office
16 6 (0.51%) Law
17 5 (0.43%) Pharmaceutical
18 4 (0.34%) Electronics
Job Titles
1 550 (46.97%) Data Engineer
2 156 (13.32%) Senior
3 129 (11.02%) Lead
4 120 (10.25%) Architect
5 103 (8.80%) Senior Data Engineer
6 68 (5.81%) Developer
7 62 (5.29%) Data Architect
8 61 (5.21%) Azure Engineer
9 52 (4.44%) Analyst
10 51 (4.36%) Azure Data Engineer
11 50 (4.27%) Lead Data Engineer
12 45 (3.84%) AWS Engineer
13 43 (3.67%) Data Scientist
14 39 (3.33%) Snowflake Engineer
15 37 (3.16%) Consultant
15 37 (3.16%) Solutions Architect
16 34 (2.90%) AWS Data Engineer
16 34 (2.90%) Snowflake Data Engineer
17 31 (2.65%) Artificial Intelligence Engineer
18 29 (2.48%) Data Analyst
Libraries, Frameworks & Software Standards
1 181 (15.46%) PySpark
2 137 (11.70%) Kafka
3 51 (4.36%) Pandas
4 41 (3.50%) scikit-learn
5 40 (3.42%) PyTorch
6 34 (2.90%) NumPy
7 31 (2.65%) TensorFlow
8 26 (2.22%) JSON
9 25 (2.13%) REST
10 23 (1.96%) React
10 23 (1.96%) Spring
10 23 (1.96%) YAML
11 22 (1.88%) pytest
12 20 (1.71%) LangChain
13 19 (1.62%) RESTful
14 18 (1.54%) Great Expectations
15 17 (1.45%) FastAPI
16 16 (1.37%) Spring Boot
17 15 (1.28%) Flask
18 13 (1.11%) XML
Miscellaneous
1 154 (13.15%) Cloud Native
2 40 (3.42%) Distributed Systems
3 39 (3.33%) Product Ownership
4 36 (3.07%) Legacy Systems
5 34 (2.90%) Data Structures
6 28 (2.39%) Distributed Computing
7 27 (2.31%) AI Agents
8 21 (1.79%) Algorithms
8 21 (1.79%) Greenfield Project
9 18 (1.54%) Data Protection Act
9 18 (1.54%) Onboarding
10 17 (1.45%) Analytical Mindset
11 16 (1.37%) Hybrid Cloud
12 15 (1.28%) NHS
13 13 (1.11%) Clustering
13 13 (1.11%) Fixed Income
13 13 (1.11%) Self-Motivation
14 10 (0.85%) Management Information System
15 9 (0.77%) Data Fabric
15 9 (0.77%) Equities
Operating Systems
1 28 (2.39%) Linux
2 18 (1.54%) Unix
3 8 (0.68%) VMS
4 3 (0.26%) Windows
5 2 (0.17%) Ubuntu
5 2 (0.17%) Windows Server
6 1 (0.085%) CentOS
6 1 (0.085%) Debian
Processes & Methodologies
1 594 (50.73%) Analytics
2 532 (45.43%) Data Pipeline
3 459 (39.20%) Data Modelling
4 454 (38.77%) ETL
5 394 (33.65%) CI/CD
6 320 (27.33%) AI
7 306 (26.13%) Agile
8 300 (25.62%) Business Intelligence
9 290 (24.77%) DevOps
10 271 (23.14%) Data Governance
11 226 (19.30%) Machine Learning
12 214 (18.27%) Problem-Solving
13 200 (17.08%) Data Science
14 180 (15.37%) Data Architecture
15 160 (13.66%) Decision-Making
16 135 (11.53%) Validation
17 134 (11.44%) Migration
18 132 (11.27%) Infrastructure as Code
19 123 (10.50%) Data Transformation
20 113 (9.65%) Data Integration
Programming Languages
1 636 (54.31%) SQL
2 627 (53.54%) Python
3 97 (8.28%) Java
4 63 (5.38%) Scala
5 39 (3.33%) Data Analysis Expressions
6 37 (3.16%) C#
7 24 (2.05%) Bash
8 23 (1.96%) JavaScript
9 22 (1.88%) PowerShell
9 22 (1.88%) R
9 22 (1.88%) T-SQL
10 17 (1.45%) Bicep
11 11 (0.94%) Go
11 11 (0.94%) Shell Script
12 10 (0.85%) TypeScript
13 9 (0.77%) PL/SQL
14 7 (0.60%) SAS Macro
15 5 (0.43%) Korn
16 3 (0.26%) C++
17 1 (0.085%) Ruby
Qualifications
1 235 (20.07%) Security Cleared
2 205 (17.51%) SC Cleared
3 80 (6.83%) Degree
4 41 (3.50%) Azure Certification
5 35 (2.99%) Computer Science Degree
6 28 (2.39%) Master's Degree
7 16 (1.37%) BPSS Clearance
8 15 (1.28%) DV Cleared
9 13 (1.11%) AWS Certification
10 8 (0.68%) Microsoft Certification
11 5 (0.43%) DBS Check
11 5 (0.43%) PhD
12 4 (0.34%) AWS Certified Solutions Architect
12 4 (0.34%) Microsoft Certified Professional
13 3 (0.26%) SnowPro
14 2 (0.17%) Tableau Certification
15 1 (0.085%) CCSP
15 1 (0.085%) CISSP
15 1 (0.085%) OCP
15 1 (0.085%) Oracle Certification
Quality Assurance & Compliance
1 327 (27.92%) Data Quality
2 89 (7.60%) GDPR
3 49 (4.18%) QA
4 13 (1.11%) Sarbanes-Oxley
5 6 (0.51%) Accessibility
6 5 (0.43%) ISO/IEC 27001
6 5 (0.43%) SLA
7 4 (0.34%) HIPAA
7 4 (0.34%) MiFID
7 4 (0.34%) PERC
7 4 (0.34%) Solvency II
8 3 (0.26%) California Consumer Privacy Act
8 3 (0.26%) GRC
9 2 (0.17%) EMIR
9 2 (0.17%) HL7
9 2 (0.17%) NIST
9 2 (0.17%) PCI DSS
9 2 (0.17%) PMO
9 2 (0.17%) SOC 2
10 1 (0.085%) FATCA
System Software
1 120 (10.25%) Docker
2 5 (0.43%) HDFS
3 3 (0.26%) Virtual Machines
4 1 (0.085%) Active Directory
4 1 (0.085%) Apache ZooKeeper
Systems Management
1 161 (13.75%) Terraform
2 122 (10.42%) Kubernetes
3 26 (2.22%) Prometheus
4 12 (1.02%) Grafana
5 8 (0.68%) Ansible
6 5 (0.43%) Argo
7 4 (0.34%) Kubeflow
8 3 (0.26%) Kibana
8 3 (0.26%) Nagios
8 3 (0.26%) Rancher
9 2 (0.17%) Hadoop YARN
9 2 (0.17%) logstash
9 2 (0.17%) Thomson Reuters DACS
10 1 (0.085%) Apache Ranger
10 1 (0.085%) Control-M
10 1 (0.085%) HP Fortify
10 1 (0.085%) IBM Guardium
10 1 (0.085%) Oozie
Vendors
1 318 (27.16%) Databricks
2 186 (15.88%) Microsoft
3 61 (5.21%) Google
4 50 (4.27%) Informatica
5 36 (3.07%) Oracle
6 28 (2.39%) Talend
7 23 (1.96%) Foundry
8 22 (1.88%) OpenAI
9 20 (1.71%) SAP
10 19 (1.62%) Splunk
11 18 (1.54%) Palantir
12 16 (1.37%) Cloudera
13 12 (1.02%) ServiceNow
14 10 (0.85%) Salesforce
15 9 (0.77%) UiPath
16 8 (0.68%) Automation Anywhere
17 7 (0.60%) InterSystems
18 6 (0.51%) Denodo
18 6 (0.51%) IBM
19 5 (0.43%) MicroStrategy