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

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 85 145 199
Rank change year-on-year +60 +54 -5
Contract jobs citing Data Engineering 1,168 460 428
As % of all contract jobs in England 2.93% 1.87% 1.15%
As % of the Processes & Methodologies category 3.44% 2.05% 1.33%
Number of daily rates quoted 819 330 317
10th Percentile £400 £400 £405
25th Percentile £450 £454 £475
Median daily rate (50th Percentile) £525 £550 £563
Median % change year-on-year -4.55% -2.22% -6.25%
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 33,939 22,408 32,216
As % of all contract IT jobs advertised in England 85.13% 91.13% 86.54%
Number of daily rates quoted 21,724 14,703 21,181
10th Percentile £316 £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 £525 £525
% change year-on-year -4.72% -0.05% -4.55%
Number of hourly rates quoted 2,107 917 2,235
10th Percentile £15.38 £14.73 £12.86
25th Percentile £20.35 £18.51 £15.97
Median hourly rate £42.69 £30.45 £35.00
Median % change year-on-year +40.18% -13.00% -8.74%
75th Percentile £67.25 £63.75 £59.44
90th Percentile £78.75 £75.00 £72.50
UK median hourly rate £40.00 £29.07 £35.00
% change year-on-year +37.60% -16.94% -6.67%

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 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 25 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 25 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 +57 733 £550 -4.76% 199
North of England +3 124 £480 -4.00% 83
Midlands +29 120 £500 - 39
West Midlands +19 95 £505 -6.48% 31
South West +11 74 £516 -15.84% 39
South East -36 57 £550 +10.00% 101
Yorkshire -18 56 £480 -12.73% 24
North West -17 50 £500 +5.26% 39
East of England -27 23 £575 +54.08% 30
East Midlands -17 22 £450 -5.26% 8
North East 0 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 (14.81%) Apache Spark
2 115 (9.85%) Apache Airflow
3 74 (6.34%) Apache
4 28 (2.40%) SAS
5 17 (1.46%) Palantir Foundry
6 9 (0.77%) 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 (0.086%) ArcGIS
12 1 (0.086%) Camunda
12 1 (0.086%) CICS
12 1 (0.086%) CMS
12 1 (0.086%) IBM HTTP Server
Applications
1 23 (1.97%) Microsoft Excel
2 8 (0.68%) Microsoft PowerPoint
3 7 (0.60%) Microsoft Office
4 6 (0.51%) Spreadsheet
5 3 (0.26%) Chatbot
5 3 (0.26%) Microsoft Project
5 3 (0.26%) MS Visio
5 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 (0.086%) Actimize
5 1 (0.086%) Markit EDM
5 1 (0.086%) Maximo
5 1 (0.086%) Misys Midas
5 1 (0.086%) Oracle Assets
5 1 (0.086%) SAP ECC
Cloud Services
1 539 (46.15%) Azure
2 421 (36.04%) AWS
3 263 (22.52%) Power Platform
4 183 (15.67%) Azure Data Factory
5 176 (15.07%) GCP
6 138 (11.82%) Azure Synapse Analytics
6 138 (11.82%) Snowflake
7 122 (10.45%) GitHub
8 121 (10.36%) Amazon S3
9 109 (9.33%) dbt
10 96 (8.22%) Serverless
11 95 (8.13%) Azure DevOps
12 78 (6.68%) AWS Lambda
13 75 (6.42%) GitHub Actions
14 47 (4.02%) AWS CloudFormation
15 28 (2.40%) AWS Step Functions
16 27 (2.31%) Dagster
17 26 (2.23%) Collibra
18 23 (1.97%) Amazon SageMaker
18 23 (1.97%) Amazon SQS
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 (0.086%) 4G
5 1 (0.086%) 5G
5 1 (0.086%) MIMO
5 1 (0.086%) SAN
5 1 (0.086%) SMS
5 1 (0.086%) TCP/IP
Database & Business Intelligence
1 240 (20.55%) Power BI
2 228 (19.52%) Data Warehouse
3 186 (15.92%) Data Lake
4 108 (9.25%) Metadata
5 82 (7.02%) SQL Server
6 79 (6.76%) Big Data
7 77 (6.59%) Delta Lake
8 75 (6.42%) NoSQL
9 70 (5.99%) Tableau
10 67 (5.74%) Amazon Redshift
11 66 (5.65%) BigQuery
12 62 (5.31%) Snowflake Schema
13 61 (5.22%) Azure SQL Database
14 52 (4.45%) Relational Database
15 51 (4.37%) Amazon Athena
16 43 (3.68%) PostgreSQL
17 40 (3.42%) Hadoop
18 37 (3.17%) SQL Server Integration Services
19 34 (2.91%) Spark SQL
20 25 (2.14%) Star Schema
Development Applications
1 138 (11.82%) Git
2 46 (3.94%) GitLab
3 39 (3.34%) MLflow
4 33 (2.83%) JIRA
5 32 (2.74%) 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 (0.086%) ERwin
10 1 (0.086%) git-flow
10 1 (0.086%) Maven
10 1 (0.086%) Octopus Deploy
10 1 (0.086%) Sonatype Nexus
10 1 (0.086%) Visual Studio Code
General
1 303 (25.94%) Finance
2 274 (23.46%) Social Skills
3 186 (15.92%) Analytical Skills
4 96 (8.22%) Public Sector
5 65 (5.57%) Banking
6 28 (2.40%) Inclusion and Diversity
7 21 (1.80%) Retail
8 19 (1.63%) 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 (1.03%) Financial Institution
14 11 (0.94%) Investment Banking
15 8 (0.68%) Pharmaceutical
16 6 (0.51%) Back Office
16 6 (0.51%) Law
16 6 (0.51%) Military
17 4 (0.34%) Manufacturing
Job Titles
1 547 (46.83%) Data Engineer
2 155 (13.27%) Senior
3 130 (11.13%) Lead
4 120 (10.27%) Architect
5 102 (8.73%) Senior Data Engineer
6 67 (5.74%) Developer
7 62 (5.31%) Data Architect
8 61 (5.22%) Azure Engineer
9 52 (4.45%) Analyst
10 51 (4.37%) Azure Data Engineer
11 50 (4.28%) Lead Data Engineer
12 44 (3.77%) AWS Engineer
13 42 (3.60%) Data Scientist
14 40 (3.42%) Snowflake Engineer
15 37 (3.17%) Consultant
15 37 (3.17%) Solutions Architect
16 34 (2.91%) Snowflake Data Engineer
17 33 (2.83%) AWS Data Engineer
18 32 (2.74%) Artificial Intelligence Engineer
19 29 (2.48%) Data Analyst
Libraries, Frameworks & Software Standards
1 181 (15.50%) PySpark
2 138 (11.82%) Kafka
3 51 (4.37%) Pandas
4 42 (3.60%) scikit-learn
5 41 (3.51%) PyTorch
6 34 (2.91%) NumPy
7 32 (2.74%) TensorFlow
8 26 (2.23%) JSON
9 25 (2.14%) REST
10 23 (1.97%) Spring
10 23 (1.97%) YAML
11 22 (1.88%) pytest
11 22 (1.88%) React
12 20 (1.71%) LangChain
13 19 (1.63%) Great Expectations
13 19 (1.63%) RESTful
14 17 (1.46%) FastAPI
15 16 (1.37%) Spring Boot
16 15 (1.28%) Flask
17 13 (1.11%) Hugging Face
Miscellaneous
1 153 (13.10%) Cloud Native
2 40 (3.42%) Distributed Systems
3 39 (3.34%) Product Ownership
4 36 (3.08%) Legacy Systems
5 33 (2.83%) Data Structures
6 28 (2.40%) Distributed Computing
7 26 (2.23%) AI Agents
8 22 (1.88%) Algorithms
9 21 (1.80%) Greenfield Project
10 18 (1.54%) Data Protection Act
10 18 (1.54%) Onboarding
11 17 (1.46%) Analytical Mindset
12 16 (1.37%) Hybrid Cloud
13 15 (1.28%) NHS
14 13 (1.11%) Clustering
14 13 (1.11%) Fixed Income
14 13 (1.11%) Self-Motivation
15 10 (0.86%) Management Information System
16 9 (0.77%) Data Fabric
16 9 (0.77%) Equities
Operating Systems
1 27 (2.31%) Linux
2 17 (1.46%) Unix
3 8 (0.68%) VMS
4 3 (0.26%) Windows
5 2 (0.17%) Ubuntu
5 2 (0.17%) Windows Server
6 1 (0.086%) CentOS
6 1 (0.086%) Debian
Processes & Methodologies
1 593 (50.77%) Analytics
2 532 (45.55%) Data Pipeline
3 459 (39.30%) Data Modelling
4 456 (39.04%) ETL
5 393 (33.65%) CI/CD
6 320 (27.40%) AI
7 302 (25.86%) Business Intelligence
8 301 (25.77%) Agile
9 290 (24.83%) DevOps
10 273 (23.37%) Data Governance
11 228 (19.52%) Machine Learning
12 217 (18.58%) Problem-Solving
13 204 (17.47%) Data Science
14 183 (15.67%) Data Architecture
15 158 (13.53%) Decision-Making
16 134 (11.47%) Infrastructure as Code
16 134 (11.47%) Validation
17 132 (11.30%) Migration
18 125 (10.70%) Data Transformation
19 113 (9.67%) Data Integration
Programming Languages
1 636 (54.45%) SQL
2 629 (53.85%) Python
3 98 (8.39%) Java
4 63 (5.39%) Scala
5 39 (3.34%) Data Analysis Expressions
6 38 (3.25%) C#
7 25 (2.14%) Bash
8 23 (1.97%) PowerShell
9 22 (1.88%) JavaScript
9 22 (1.88%) R
9 22 (1.88%) T-SQL
10 17 (1.46%) Bicep
11 11 (0.94%) Go
11 11 (0.94%) Shell Script
12 10 (0.86%) TypeScript
13 8 (0.68%) PL/SQL
14 7 (0.60%) SAS Macro
15 5 (0.43%) Korn
16 3 (0.26%) C++
17 1 (0.086%) Ruby
Qualifications
1 232 (19.86%) Security Cleared
2 202 (17.29%) SC Cleared
3 82 (7.02%) Degree
4 41 (3.51%) Azure Certification
5 36 (3.08%) Computer Science Degree
6 29 (2.48%) Master's Degree
7 16 (1.37%) BPSS Clearance
7 16 (1.37%) DV Cleared
8 13 (1.11%) AWS Certification
9 8 (0.68%) Microsoft Certification
10 6 (0.51%) PhD
11 5 (0.43%) DBS Check
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 (0.086%) (ISC)2 CCSP
15 1 (0.086%) CCSP
15 1 (0.086%) Cisco Certification
15 1 (0.086%) CISSP
Quality Assurance & Compliance
1 328 (28.08%) Data Quality
2 90 (7.71%) GDPR
3 47 (4.02%) QA
4 13 (1.11%) Sarbanes-Oxley
5 7 (0.60%) 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 (0.086%) SNOMED CT
System Software
1 119 (10.19%) Docker
2 5 (0.43%) HDFS
3 3 (0.26%) Virtual Machines
4 1 (0.086%) Active Directory
4 1 (0.086%) Apache ZooKeeper
Systems Management
1 164 (14.04%) Terraform
2 121 (10.36%) Kubernetes
3 26 (2.23%) Prometheus
4 12 (1.03%) 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 (0.086%) Apache Ranger
10 1 (0.086%) Control-M
10 1 (0.086%) HP Fortify
10 1 (0.086%) IBM Guardium
10 1 (0.086%) Oozie
Vendors
1 319 (27.31%) Databricks
2 184 (15.75%) Microsoft
3 62 (5.31%) Google
4 48 (4.11%) Informatica
5 36 (3.08%) Oracle
6 28 (2.40%) Talend
7 24 (2.05%) Foundry
8 22 (1.88%) OpenAI
9 20 (1.71%) SAP
10 19 (1.63%) Palantir
10 19 (1.63%) Splunk
11 16 (1.37%) Cloudera
12 12 (1.03%) ServiceNow
13 10 (0.86%) Salesforce
14 9 (0.77%) UiPath
15 8 (0.68%) Automation Anywhere
16 7 (0.60%) Denodo
17 6 (0.51%) IBM
17 6 (0.51%) InterSystems
18 5 (0.43%) MicroStrategy