Data Engineering Contract Job Trends in the North of England

Data Engineering
England > North of England

The table below provides summary statistics and contractor rates for jobs advertised in the North of England requiring Data Engineering skills. It covers contract job vacancies from the 6 months leading up to 2 March 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Mar 2026
Same period 2025 Same period 2024
Rank 126 124 141
Rank change year-on-year -2 +17 +30
Contract jobs citing Data Engineering 103 41 43
As % of all contract jobs in the North of England 1.92% 1.25% 0.88%
As % of the Processes & Methodologies category 2.20% 1.41% 1.01%
Number of daily rates quoted 87 23 35
10th Percentile £344 £414 £425
25th Percentile £400 £424 £456
Median daily rate (50th Percentile) £450 £500 £525
Median % change year-on-year -10.00% -4.76% -12.50%
75th Percentile £519 £625 £608
90th Percentile £577 £698 £629
England median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 4 6 1
10th Percentile £66.33 £22.61 -
25th Percentile £68.33 £22.72 -
Median hourly rate £72.13 £25.97 £65.00
Median % change year-on-year +177.80% -60.05% +85.71%
75th Percentile £78.75 £28.60 -
90th Percentile £85.50 £29.38 -
England median hourly rate £70.00 £25.97 £35.32
% change year-on-year +169.59% -26.48% +0.90%

All Process & Methodology Skills
North of 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 the North of England.

Contract vacancies with a requirement for process or methodology skills 4,675 2,911 4,242
As % of all contract IT jobs advertised in the North of England 86.94% 88.99% 86.64%
Number of daily rates quoted 3,046 1,775 2,651
10th Percentile £256 £263 £275
25th Percentile £375 £375 £400
Median daily rate (50th Percentile) £475 £475 £495
Median % change year-on-year - -4.04% -1.00%
75th Percentile £551 £575 £582
90th Percentile £648 £654 £672
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 283 147 339
10th Percentile £15.50 £15.24 £11.50
25th Percentile £21.65 £19.13 £13.50
Median hourly rate £45.00 £27.50 £20.58
Median % change year-on-year +63.64% +33.62% -28.29%
75th Percentile £63.45 £46.18 £45.88
90th Percentile £74.26 £75.85 £53.75
England median hourly rate £28.91 £35.00 £34.21
% change year-on-year -17.40% +2.31% -3.42%

Data Engineering
Job Vacancy Trend in the North of England

Historical trend showing the proportion of contract IT job postings citing Data Engineering relative to all contract IT jobs advertised in the North of England.

Data Engineering job vacancy trend in the North of England

Data Engineering
Daily Rate Trend in the North of England

Contractor daily rate distribution trend for jobs in the North of England citing Data Engineering.

Contractor daily rate distribution trend for jobs in the North of England citing Data Engineering

Data Engineering
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Engineering in the North of England over the 6 months to 2 March 2026.

Daily rate histogram for Data Engineering in the North of England

Data Engineering
Hourly Rate Trend in the North of England

Contractor hourly rate distribution trend for jobs in the North of England citing Data Engineering.

Contractor hourly rate distribution trend for jobs in the North of England citing Data Engineering

Data Engineering
Hourly Rate Histogram in the North of England

Hourly rate distribution of jobs citing Data Engineering in the North of England over the 6 months to 2 March 2026.

Hourly rate histogram for Data Engineering in the North of England

Data Engineering
Contract Job Locations in the North of 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 North of England region over the 6 months to 2 March 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
North West -5 53 £450 +1.41% 79
Yorkshire -43 31 £500 -16.67% 63
North East +4 19 £450 -23.08% 16
Data Engineering
England

Data Engineering
Co-Occurring Skills & Capabilities in the North of 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 23 (22.33%) Apache Airflow
1 23 (22.33%) Apache Spark
2 9 (8.74%) Apache
3 1 (0.97%) Confluence
Applications
1 3 (2.91%) Microsoft Excel
1 3 (2.91%) Microsoft PowerPoint
2 1 (0.97%) Chatbot
Cloud Services
1 40 (38.83%) Azure
2 39 (37.86%) AWS
3 18 (17.48%) GCP
4 17 (16.50%) dbt
4 17 (16.50%) Power Platform
5 13 (12.62%) Serverless
6 12 (11.65%) Azure Data Factory
7 10 (9.71%) AWS Lambda
7 10 (9.71%) Snowflake
8 9 (8.74%) Amazon S3
8 9 (8.74%) Azure Synapse Analytics
8 9 (8.74%) Prefect
9 8 (7.77%) Azure DevOps
9 8 (7.77%) OpenShift
10 6 (5.83%) GitHub
10 6 (5.83%) GitHub Actions
11 5 (4.85%) Amazon EC2
11 5 (4.85%) Amazon SageMaker
12 4 (3.88%) Amazon ECS
13 3 (2.91%) AWS Step Functions
Database & Business Intelligence
1 22 (21.36%) Data Warehouse
2 15 (14.56%) Data Lake
3 13 (12.62%) Hadoop
4 12 (11.65%) Power BI
5 11 (10.68%) Big Data
5 11 (10.68%) NoSQL
6 10 (9.71%) Delta Lake
7 8 (7.77%) Snowflake Schema
8 7 (6.80%) Amazon Redshift
9 5 (4.85%) Amazon RDS
9 5 (4.85%) Spark SQL
10 4 (3.88%) Azure SQL Database
10 4 (3.88%) Data Vault
10 4 (3.88%) Metadata
11 3 (2.91%) BigQuery
11 3 (2.91%) SQL Server
12 2 (1.94%) DynamoDB
12 2 (1.94%) MySQL
12 2 (1.94%) PostgreSQL
12 2 (1.94%) Tableau
Development Applications
1 17 (16.50%) Git
2 6 (5.83%) GitLab
2 6 (5.83%) Jenkins
3 4 (3.88%) MLflow
4 3 (2.91%) JIRA
5 2 (1.94%) Visual Studio Code
6 1 (0.97%) Visual Studio
General
1 31 (30.10%) Social Skills
2 25 (24.27%) Analytical Skills
3 17 (16.50%) Public Sector
4 8 (7.77%) Documentation Skills
4 8 (7.77%) Finance
5 3 (2.91%) Influencing Skills
6 2 (1.94%) Banking
6 2 (1.94%) Health Technology
6 2 (1.94%) Manufacturing
7 1 (0.97%) Advertising
7 1 (0.97%) Inclusion and Diversity
7 1 (0.97%) Law
7 1 (0.97%) Retail
7 1 (0.97%) Retail Banking
Job Titles
1 65 (63.11%) Data Engineer
2 17 (16.50%) Lead
3 11 (10.68%) Senior
4 10 (9.71%) Lead Data Engineer
5 8 (7.77%) AWS Engineer
5 8 (7.77%) Senior Data Engineer
6 7 (6.80%) Analyst
6 7 (6.80%) AWS Data Engineer
7 6 (5.83%) Azure Engineer
7 6 (5.83%) Data Scientist
8 5 (4.85%) Azure Data Engineer
8 5 (4.85%) Business Analyst
8 5 (4.85%) DevOps Engineer
8 5 (4.85%) Python Data Engineer
8 5 (4.85%) Python Engineer
9 4 (3.88%) Snowflake Data Engineer
9 4 (3.88%) Snowflake Engineer
10 3 (2.91%) Consultant
10 3 (2.91%) Developer
10 3 (2.91%) Lead Consultant
Libraries, Frameworks & Software Standards
1 19 (18.45%) Kafka
2 16 (15.53%) PySpark
3 7 (6.80%) Apache Avro
3 7 (6.80%) JSON
3 7 (6.80%) OpenTelemetry
3 7 (6.80%) Protocol Buffers
4 6 (5.83%) XGBoost
5 5 (4.85%) RESTful
6 4 (3.88%) FHIR
6 4 (3.88%) Flask
7 3 (2.91%) HTML
8 2 (1.94%) LangChain
8 2 (1.94%) Pandas
8 2 (1.94%) pytest
8 2 (1.94%) REST
9 1 (0.97%) ARM Templates
9 1 (0.97%) FastAPI
9 1 (0.97%) JWT
9 1 (0.97%) PyArrow
9 1 (0.97%) Streamlit
Miscellaneous
1 9 (8.74%) Clustering
2 7 (6.80%) Cloud Native
3 6 (5.83%) Hybrid Cloud
4 5 (4.85%) NHS
5 4 (3.88%) Data Protection Act
6 3 (2.91%) Distributed Computing
6 3 (2.91%) Greenfield Project
6 3 (2.91%) Product Ownership
7 2 (1.94%) Algorithms
7 2 (1.94%) Data Structures
7 2 (1.94%) Reinsurance
8 1 (0.97%) AI Agents
8 1 (0.97%) Analytical Mindset
8 1 (0.97%) Distributed Systems
8 1 (0.97%) Enterprise Software
8 1 (0.97%) Life Science
8 1 (0.97%) Management Information System
8 1 (0.97%) Onboarding
8 1 (0.97%) Replication
8 1 (0.97%) Self-Motivation
Operating Systems
1 1 (0.97%) VMS
Processes & Methodologies
1 60 (58.25%) Analytics
2 54 (52.43%) Data Pipeline
3 51 (49.51%) ETL
4 48 (46.60%) CI/CD
5 45 (43.69%) Data Modelling
6 35 (33.98%) Problem-Solving
7 29 (28.16%) Agile
8 26 (25.24%) Business Intelligence
8 26 (25.24%) Data Science
9 23 (22.33%) Machine Learning
10 22 (21.36%) Data Governance
11 21 (20.39%) DevOps
12 20 (19.42%) Continuous Improvement
13 17 (16.50%) AI
14 16 (15.53%) Performance Tuning
15 14 (13.59%) Site Reliability Engineering
16 11 (10.68%) Data Integration
16 11 (10.68%) Observability
16 11 (10.68%) Validation
17 10 (9.71%) Infrastructure as Code
Programming Languages
1 69 (66.99%) Python
2 55 (53.40%) SQL
3 9 (8.74%) PL/SQL
4 3 (2.91%) Bicep
4 3 (2.91%) Java
5 2 (1.94%) Data Analysis Expressions
6 1 (0.97%) C#
6 1 (0.97%) JavaScript
6 1 (0.97%) TypeScript
Qualifications
1 20 (19.42%) Security Cleared
2 16 (15.53%) SC Cleared
3 7 (6.80%) Degree
4 5 (4.85%) BPSS Clearance
5 4 (3.88%) Master's Degree
6 3 (2.91%) Computer Science Degree
7 2 (1.94%) AWS Certification
Quality Assurance & Compliance
1 30 (29.13%) Data Quality
2 3 (2.91%) GDPR
3 2 (1.94%) Accessibility
3 2 (1.94%) HL7
4 1 (0.97%) GRC
4 1 (0.97%) HIPAA
4 1 (0.97%) NCSC
4 1 (0.97%) Solvency II
System Software
1 16 (15.53%) Docker
Systems Management
1 21 (20.39%) Kubernetes
2 18 (17.48%) Terraform
3 10 (9.71%) Prometheus
4 2 (1.94%) Control-M
4 2 (1.94%) Grafana
Vendors
1 26 (25.24%) Databricks
2 15 (14.56%) Splunk
3 11 (10.68%) Microsoft
4 3 (2.91%) Oracle
5 2 (1.94%) Brio
6 1 (0.97%) Google
6 1 (0.97%) Informatica
6 1 (0.97%) SnapLogic
6 1 (0.97%) Talend
6 1 (0.97%) Virgin Media