Complex ETL Contract Job Trends in Northampton

Complex Extract, Transform and Load (ETL)
Northamptonshire > Northampton

The table below provides summary statistics and contractor rates for jobs advertised in Northampton requiring Complex ETL skills. It covers contract job vacancies from the 6 months leading up to 3 November 2025, with comparisons to the same periods in the previous two years.

6 months to
3 Nov 2025
Same period 2024 Same period 2023
Rank 44 - -
Rank change year-on-year - - -
Contract jobs citing Complex ETL 2 0 0
As % of all contract jobs in Northampton 0.73% - -
As % of the Processes & Methodologies category 0.75% - -
Number of daily rates quoted 2 0 0
10th Percentile £414 - -
25th Percentile £416 - -
Median daily rate (50th Percentile) £428 - -
75th Percentile £437 - -
90th Percentile £437 - -
Northamptonshire median daily rate £428 - -

All Process and Methodology Skills
Northampton

Complex ETL 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 Northampton.

Contract vacancies with a requirement for process or methodology skills 266 168 98
As % of all contract IT jobs advertised in Northampton 97.44% 91.80% 93.33%
Number of daily rates quoted 240 135 77
10th Percentile £292 £340 £210
25th Percentile £349 £358 £393
Median daily rate (50th Percentile) £375 £425 £468
Median % change year-on-year -11.76% -9.19% +5.17%
75th Percentile £447 £525 £510
90th Percentile £500 £598 £548
Northamptonshire median daily rate £400 £425 £475
% change year-on-year -5.88% -10.53% -0.52%
Number of hourly rates quoted 3 0 0
Median hourly rate £21.39 - -
Northamptonshire median hourly rate £21.39 £24.20 £51.00
% change year-on-year -11.61% -52.55% +56.92%

Complex ETL
Job Vacancy Trend in Northampton

Historical trend showing the proportion of contract IT job postings citing Complex ETL relative to all contract IT jobs advertised in Northampton.

Complex ETL job vacancy trend in Northampton

Complex ETL
Co-Occurring Skills & Capabilities in Northampton 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 2 (100.00%) Apache Spark
Cloud Services
1 2 (100.00%) AWS
1 2 (100.00%) Azure
2 1 (50.00%) GCP
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Hadoop
2 1 (50.00%) Data Lake
2 1 (50.00%) Metadata
General
1 2 (100.00%) Banking
1 2 (100.00%) Finance
2 1 (50.00%) Public Sector
2 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Ab Initio Developer
1 2 (100.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) REST
Operating Systems
1 2 (100.00%) Linux
1 2 (100.00%) Unix
Processes & Methodologies
1 2 (100.00%) Agile
1 2 (100.00%) CI/CD
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Modelling
1 2 (100.00%) DevOps
1 2 (100.00%) ETL
1 2 (100.00%) Performance Tuning
1 2 (100.00%) Scrum
1 2 (100.00%) Validation
2 1 (50.00%) Data Transformation
2 1 (50.00%) Data Validation
2 1 (50.00%) Mentoring
2 1 (50.00%) Platform Engineering
2 1 (50.00%) Sprint Planning
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) Shell Script
Qualifications
1 1 (50.00%) Security Cleared
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
2 1 (50.00%) QA
Vendors
1 2 (100.00%) Ab Initio