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

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 117 122 142
Rank change year-on-year +5 +20 +21
Contract jobs citing Data Engineering 125 45 43
As % of all contract jobs in the North of England 2.06% 1.37% 0.90%
As % of the Processes & Methodologies category 2.43% 1.52% 1.05%
Number of daily rates quoted 88 28 37
10th Percentile £389 £413 £418
25th Percentile £413 £442 £450
Median daily rate (50th Percentile) £480 £500 £520
Median % change year-on-year -4.00% -3.85% -5.45%
75th Percentile £550 £563 £615
90th Percentile £600 £653 £638
England median daily rate £525 £550 £560
% change year-on-year -4.55% -1.79% -6.67%
Number of hourly rates quoted 7 5 1
10th Percentile £53.00 £22.59 -
25th Percentile £65.00 £22.72 £66.25
Median hourly rate £70.00 £25.43 £67.50
Median % change year-on-year +175.27% -62.33% +92.86%
75th Percentile £88.75 £28.75 £68.75
90th Percentile £90.00 £29.50 -
England median hourly rate £70.00 £26.47 £38.65
% change year-on-year +164.50% -31.53% -47.05%

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 5,150 2,957 4,101
As % of all contract IT jobs advertised in the North of England 84.87% 90.15% 85.83%
Number of daily rates quoted 3,278 1,908 2,536
10th Percentile £300 £263 £285
25th Percentile £400 £380 £400
Median daily rate (50th Percentile) £475 £475 £500
Median % change year-on-year - -5.00% -
75th Percentile £565 £575 £588
90th Percentile £650 £650 £675
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 340 154 355
10th Percentile £16.24 £14.80 £11.00
25th Percentile £24.75 £18.60 £12.45
Median hourly rate £49.00 £28.75 £17.72
Median % change year-on-year +70.43% +62.25% -35.56%
75th Percentile £70.00 £55.76 £44.07
90th Percentile £78.88 £82.56 £53.36
England median hourly rate £42.50 £30.62 £35.00
% change year-on-year +38.82% -12.53% -6.67%

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 24 April 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 24 April 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 24 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
Yorkshire -10 56 £480 -12.73% 24
North West -14 51 £496 +4.42% 39
North East +3 20 £475 - 21
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 30 (24.00%) Apache Spark
2 13 (10.40%) Apache Airflow
3 7 (5.60%) Apache
4 1 (0.80%) Confluence
4 1 (0.80%) SAS
Business Applications
1 3 (2.40%) Dynamics CRM
2 1 (0.80%) SAP ECC
2 1 (0.80%) SAP S/4HANA
Cloud Services
1 51 (40.80%) Azure
2 44 (35.20%) AWS
3 26 (20.80%) GCP
4 18 (14.40%) dbt
4 18 (14.40%) Power Platform
5 16 (12.80%) Azure Data Factory
6 14 (11.20%) OpenShift
7 10 (8.00%) Snowflake
8 9 (7.20%) Azure Synapse Analytics
9 8 (6.40%) Serverless
10 6 (4.80%) AWS Lambda
11 5 (4.00%) Amazon S3
11 5 (4.00%) Azure DevOps
11 5 (4.00%) Google Kubernetes Engine
11 5 (4.00%) Prefect
11 5 (4.00%) Vertex AI
12 3 (2.40%) Amazon EC2
12 3 (2.40%) GitHub
12 3 (2.40%) GitHub Actions
13 2 (1.60%) Google Analytics
Database & Business Intelligence
1 22 (17.60%) Data Warehouse
2 16 (12.80%) Hadoop
3 14 (11.20%) Big Data
3 14 (11.20%) Data Lake
4 12 (9.60%) Power BI
5 11 (8.80%) SQL Server
6 10 (8.00%) NoSQL
7 9 (7.20%) Delta Lake
8 8 (6.40%) BigQuery
9 7 (5.60%) Data Vault
9 7 (5.60%) Metadata
10 6 (4.80%) Snowflake Schema
11 5 (4.00%) Azure SQL Database
12 3 (2.40%) Amazon Redshift
12 3 (2.40%) MySQL
12 3 (2.40%) Spark SQL
12 3 (2.40%) SQL Server Integration Services
13 2 (1.60%) Amazon RDS
13 2 (1.60%) Enterprise Data Warehouse
13 2 (1.60%) Relational Database
Development Applications
1 14 (11.20%) Git
2 7 (5.60%) JIRA
3 2 (1.60%) GitLab
3 2 (1.60%) Jenkins
4 1 (0.80%) MLflow
4 1 (0.80%) Visual Studio
General
1 31 (24.80%) Social Skills
2 22 (17.60%) Public Sector
3 19 (15.20%) Analytical Skills
4 17 (13.60%) Finance
5 8 (6.40%) Documentation Skills
6 5 (4.00%) Banking
7 2 (1.60%) Health Technology
7 2 (1.60%) Inclusion and Diversity
7 2 (1.60%) Law
7 2 (1.60%) Legal
8 1 (0.80%) Advertising
8 1 (0.80%) Influencing Skills
8 1 (0.80%) Marketing
8 1 (0.80%) Military
8 1 (0.80%) Organisational Skills
8 1 (0.80%) Retail
8 1 (0.80%) Retail Banking
8 1 (0.80%) Social Science
Job Titles
1 70 (56.00%) Data Engineer
2 20 (16.00%) Lead
3 15 (12.00%) Senior
4 10 (8.00%) Lead Data Engineer
5 7 (5.60%) Senior Data Engineer
6 5 (4.00%) Analyst
6 5 (4.00%) AWS Engineer
6 5 (4.00%) Data Scientist
6 5 (4.00%) Snowflake Data Engineer
6 5 (4.00%) Snowflake Engineer
7 4 (3.20%) AWS Data Engineer
7 4 (3.20%) Consultant
7 4 (3.20%) Data Consultant
7 4 (3.20%) Developer
7 4 (3.20%) Lead Consultant
7 4 (3.20%) Senior Manager
8 3 (2.40%) Business Analyst
8 3 (2.40%) Delivery Manager
8 3 (2.40%) DevOps Engineer
8 3 (2.40%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 28 (22.40%) Kafka
2 11 (8.80%) PySpark
3 7 (5.60%) Apache Avro
3 7 (5.60%) JSON
3 7 (5.60%) OpenTelemetry
3 7 (5.60%) Protocol Buffers
4 5 (4.00%) Quarkus
4 5 (4.00%) React
4 5 (4.00%) XGBoost
5 4 (3.20%) FHIR
5 4 (3.20%) Pandas
6 2 (1.60%) LangChain
6 2 (1.60%) REST
7 1 (0.80%) Apache Beam
7 1 (0.80%) ARM Templates
7 1 (0.80%) CSS
7 1 (0.80%) NumPy
7 1 (0.80%) PyArrow
7 1 (0.80%) PyTorch
Miscellaneous
1 12 (9.60%) Cloud Native
2 8 (6.40%) NHS
3 7 (5.60%) AI Agents
4 6 (4.80%) Hybrid Cloud
5 5 (4.00%) Clustering
5 5 (4.00%) Legacy Systems
6 4 (3.20%) Data Structures
7 3 (2.40%) Cyber Threat
7 3 (2.40%) Data Protection Act
7 3 (2.40%) Distributed Computing
7 3 (2.40%) Greenfield Project
7 3 (2.40%) Product Ownership
8 2 (1.60%) Market Risk
8 2 (1.60%) Reinsurance
9 1 (0.80%) Cyber Defence
9 1 (0.80%) Enterprise Software
9 1 (0.80%) Life Science
9 1 (0.80%) Management Information System
9 1 (0.80%) Replication
9 1 (0.80%) Virtual Team
Operating Systems
1 1 (0.80%) VMS
Processes & Methodologies
1 68 (54.40%) Analytics
2 57 (45.60%) Data Pipeline
3 55 (44.00%) ETL
4 49 (39.20%) Data Modelling
5 43 (34.40%) CI/CD
6 35 (28.00%) Agile
7 30 (24.00%) Problem-Solving
8 28 (22.40%) Data Governance
9 25 (20.00%) AI
10 24 (19.20%) Business Intelligence
11 21 (16.80%) Data Science
11 21 (16.80%) DevOps
11 21 (16.80%) Machine Learning
12 14 (11.20%) Continuous Improvement
12 14 (11.20%) Infrastructure as Code
12 14 (11.20%) Site Reliability Engineering
13 13 (10.40%) Observability
13 13 (10.40%) Performance Tuning
13 13 (10.40%) Validation
14 11 (8.80%) Scrum
Programming Languages
1 67 (53.60%) Python
2 54 (43.20%) SQL
3 8 (6.40%) Java
4 5 (4.00%) PL/SQL
5 3 (2.40%) JavaScript
6 1 (0.80%) Bicep
6 1 (0.80%) Data Analysis Expressions
6 1 (0.80%) Scala
6 1 (0.80%) T-SQL
Qualifications
1 24 (19.20%) Security Cleared
2 20 (16.00%) SC Cleared
3 7 (5.60%) Degree
4 6 (4.80%) BPSS Clearance
5 3 (2.40%) Master's Degree
6 2 (1.60%) Computer Science Degree
7 1 (0.80%) AWS Certification
Quality Assurance & Compliance
1 33 (26.40%) Data Quality
2 7 (5.60%) GDPR
3 2 (1.60%) HL7
3 2 (1.60%) Sarbanes-Oxley
4 1 (0.80%) GRC
4 1 (0.80%) HIPAA
4 1 (0.80%) ISO/IEC 42001
4 1 (0.80%) QA
4 1 (0.80%) Solvency II
System Software
1 9 (7.20%) Docker
Systems Management
1 19 (15.20%) Terraform
2 17 (13.60%) Kubernetes
3 8 (6.40%) Prometheus
4 1 (0.80%) Grafana
4 1 (0.80%) IBM Guardium
Vendors
1 28 (22.40%) Databricks
2 16 (12.80%) Microsoft
2 16 (12.80%) Splunk
3 9 (7.20%) Google
4 4 (3.20%) ServiceNow
5 2 (1.60%) Brio
5 2 (1.60%) SAP
6 1 (0.80%) EXASOL
6 1 (0.80%) Foundry
6 1 (0.80%) IBM
6 1 (0.80%) Informatica
6 1 (0.80%) Oracle
6 1 (0.80%) SnapLogic
6 1 (0.80%) Talend