Big Data Contract Job Trends in the North West

Big Data
England > North West

The table below provides summary statistics and contractor rates for jobs advertised in the North West requiring Big Data skills. It covers contract job vacancies from the 6 months leading up to 15 October 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Oct 2025
Same period 2024 Same period 2023
Rank 123 117 134
Rank change year-on-year -6 +17 +26
Contract jobs citing Big Data 10 3 10
As % of all contract jobs in the North West 0.45% 0.12% 0.35%
As % of the Database & Business Intelligence category 3.04% 0.96% 2.16%
Number of daily rates quoted 9 3 7
10th Percentile £378 £362 £412
25th Percentile £405 £380 £456
Median daily rate (50th Percentile) £445 £409 £550
Median % change year-on-year +8.80% -25.64% -12.00%
75th Percentile £500 £523 £713
90th Percentile £505 £592 £725
England median daily rate £525 £600 £600
% change year-on-year -12.43% -0.08% -
Number of hourly rates quoted 0 0 2
Median hourly rate - - £46.18
England median hourly rate £38.96 £47.50 £78.00
% change year-on-year -17.98% -39.10% -

All Database and Business Intelligence Skills
North West

Big Data falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in the North West.

Contract vacancies with a requirement for database or business intelligence skills 329 314 464
As % of all contract IT jobs advertised in the North West 14.81% 12.98% 16.34%
Number of daily rates quoted 248 195 336
10th Percentile £313 £327 £265
25th Percentile £363 £388 £398
Median daily rate (50th Percentile) £430 £450 £482
Median % change year-on-year -4.44% -6.64% -3.60%
75th Percentile £509 £549 £588
90th Percentile £600 £591 £675
England median daily rate £510 £550 £550
% change year-on-year -7.27% - -
Number of hourly rates quoted 4 6 13
10th Percentile - £28.50 £27.68
25th Percentile £21.02 £37.81 £41.00
Median hourly rate £30.64 £56.25 £52.50
Median % change year-on-year -45.54% +7.14% -23.34%
75th Percentile £51.50 £65.00 £55.00
90th Percentile £72.20 £67.38 £64.60
England median hourly rate £42.00 £35.00 £52.50
% change year-on-year +19.99% -33.33% +5.00%

Big Data
Job Vacancy Trend in the North West

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

Big Data job vacancy trend in the North West

Big Data
Daily Rate Trend in the North West

Contractor daily rate distribution trend for jobs in the North West citing Big Data.

Contractor daily rate distribution trend for jobs in the North West citing Big Data

Big Data
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Big Data in the North West over the 6 months to 15 October 2025.

Daily rate histogram for Big Data in the North West

Big Data
Hourly Rate Trend in the North West

Contractor hourly rate distribution trend for jobs in the North West citing Big Data.

Contractor hourly rate distribution trend for jobs in the North West citing Big Data

Big Data
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Big Data within the North West region over the 6 months to 15 October 2025. 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
Cheshire -17 6 £405 +15.71% 3
Manchester +5 4 £500 -20.00% 12
Big Data
England

Big Data
Co-Occurring Skills & Capabilities in the North West 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 7 (70.00%) Apache Airflow
2 2 (20.00%) Apache
2 2 (20.00%) Apache Spark
Cloud Services
1 7 (70.00%) AWS
2 5 (50.00%) Amazon ECS
2 5 (50.00%) Amazon SageMaker
3 2 (20.00%) Azure
3 2 (20.00%) GCP
4 1 (10.00%) Azure Data Factory
4 1 (10.00%) Azure Synapse Analytics
4 1 (10.00%) Power Platform
4 1 (10.00%) Snowflake
Database & Business Intelligence
1 3 (30.00%) Data Warehouse
2 2 (20.00%) Data Lake
2 2 (20.00%) Hadoop
3 1 (10.00%) Amazon Redshift
3 1 (10.00%) Apache Hive
3 1 (10.00%) Azure SQL Database
3 1 (10.00%) Delta Lake
3 1 (10.00%) Metadata
3 1 (10.00%) MySQL
3 1 (10.00%) Parquet
3 1 (10.00%) Power BI
3 1 (10.00%) Tableau
Development Applications
1 5 (50.00%) GitLab
1 5 (50.00%) Jenkins
1 5 (50.00%) MLflow
2 2 (20.00%) Git
General
1 3 (30.00%) Public Sector
2 2 (20.00%) Social Skills
3 1 (10.00%) Analytical Skills
3 1 (10.00%) Banking
3 1 (10.00%) Finance
Job Titles
1 7 (70.00%) Data Engineer
2 3 (30.00%) AWS Data Engineer
2 3 (30.00%) AWS Engineer
3 2 (20.00%) Lead
3 2 (20.00%) Test Leader
4 1 (10.00%) Azure Data Engineer
4 1 (10.00%) Azure Engineer
4 1 (10.00%) Cloud Developer
4 1 (10.00%) Developer
Libraries, Frameworks & Software Standards
1 7 (70.00%) PySpark
2 5 (50.00%) Flask
2 5 (50.00%) HTML
2 5 (50.00%) RESTful
3 2 (20.00%) Kafka
3 2 (20.00%) Playwright
3 2 (20.00%) pytest
3 2 (20.00%) Streamlit
4 1 (10.00%) Apache NiFi
4 1 (10.00%) Spark Streaming
Miscellaneous
1 2 (20.00%) Cloud Native
2 1 (10.00%) Distributed Computing
Processes & Methodologies
1 7 (70.00%) Data Pipeline
2 6 (60.00%) CI/CD
2 6 (60.00%) Data Engineering
2 6 (60.00%) Machine Learning
2 6 (60.00%) MLOps
3 5 (50.00%) AI
4 4 (40.00%) ETL
4 4 (40.00%) Front End Development
5 3 (30.00%) Analytics
6 2 (20.00%) Coaching
6 2 (20.00%) Complex ETL
6 2 (20.00%) Continuous Improvement
6 2 (20.00%) Data Governance
6 2 (20.00%) Data Transformation
6 2 (20.00%) Mentoring
6 2 (20.00%) Performance Optimisation
6 2 (20.00%) Test Automation
6 2 (20.00%) Test Strategy
6 2 (20.00%) User Stories
6 2 (20.00%) Workload Management
Programming Languages
1 9 (90.00%) Python
2 2 (20.00%) SQL
3 1 (10.00%) Scala
Qualifications
1 3 (30.00%) Security Cleared
2 2 (20.00%) SC Cleared
3 1 (10.00%) Azure Certification
3 1 (10.00%) Tableau Certification
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
System Software
1 6 (60.00%) Docker
Systems Management
1 6 (60.00%) Kubernetes
Vendors
1 2 (20.00%) Databricks
1 2 (20.00%) Microsoft
2 1 (10.00%) Cloudera