ETL Contracts in the North West

Extract, Transform and Load (ETL)
England > North West

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 55 83 70
Rank change year-on-year +28 -13 +10
Contract jobs citing ETL 85 69 126
As % of all contract jobs advertised in the North West 3.10% 2.26% 3.10%
As % of the Processes & Methodologies category 3.65% 2.53% 3.50%
Number of daily rates quoted 68 55 103
10th Percentile £361 £279 £323
25th Percentile £419 £388 £388
Median daily rate (50th Percentile) £525 £463 £500
Median % change year-on-year +13.51% -7.50% +14.55%
75th Percentile £602 £563 £575
90th Percentile £694 £654 £673
England median daily rate £525 £538 £525
% change year-on-year -2.33% +2.38% +5.00%
Number of hourly rates quoted 0 1 0
Median hourly rate - £35.00 -
England median hourly rate £48.50 £70.00 £46.78
% change year-on-year -30.71% +49.64% +49.70%

All Process and Methodology Skills
North West

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 2,330 2,732 3,596
As % of all contract IT jobs advertised in the North West 85.07% 89.66% 88.44%
Number of daily rates quoted 1,452 1,918 2,617
10th Percentile £308 £313 £240
25th Percentile £401 £413 £380
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +11.50%
75th Percentile £588 £588 £575
90th Percentile £675 £675 £650
England median daily rate £525 £550 £545
% change year-on-year -4.55% +0.92% +9.00%
Number of hourly rates quoted 267 142 158
10th Percentile £11.00 £16.02 £10.63
25th Percentile £14.00 £21.25 £14.25
Median hourly rate £26.66 £35.00 £23.22
Median % change year-on-year -23.83% +50.72% +29.34%
75th Percentile £46.18 £45.90 £52.67
90th Percentile £66.61 £65.98 £75.00
England median hourly rate £37.50 £37.15 £25.00
% change year-on-year +0.94% +48.60% +11.11%

ETL
Job Vacancy Trend in the North West

Job postings citing ETL as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for ETL in the North West

ETL
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing ETL in the North West.

Daily rate trend for ETL in the North West

ETL
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing ETL in the North West over the 6 months to 2 June 2024.

Daily rate histogram for ETL in the North West

ETL
Contractor Hourly Rate Trend in the North West

3-month moving average hourly rates quoted in jobs citing ETL in the North West.

Hourly rate trend for ETL in the North West

ETL
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 ETL within the North West region over the 6 months to 2 June 2024. 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
Manchester +24 52 £525 +5.00% 20
Cheshire +16 27 £525 +16.67% 4
Lancashire +4 1 £600 +49.07% 9
ETL
England

ETL
Co-occurring Skills and Capabilities in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (9.41%) Apache Spark
2 7 (8.24%) Apache
3 6 (7.06%) Apache Airflow
Applications
1 1 (1.18%) Microsoft Excel
Business Applications
1 1 (1.18%) NetSuite
1 1 (1.18%) Oracle 11i
1 1 (1.18%) Shopify
Cloud Services
1 26 (30.59%) AWS
2 23 (27.06%) Azure
3 22 (25.88%) Power Platform
4 17 (20.00%) Amazon S3
5 13 (15.29%) Amazon EC2
5 13 (15.29%) Amazon SQS
6 12 (14.12%) Snowflake
7 8 (9.41%) Amazon ECR
7 8 (9.41%) Amazon EKS
7 8 (9.41%) Azure Data Factory
7 8 (9.41%) GCP
7 8 (9.41%) Route 53
7 8 (9.41%) Virtual Private Cloud
8 6 (7.06%) Amazon EMR
8 6 (7.06%) AWS Lambda
8 6 (7.06%) Azure Synapse Analytics
8 6 (7.06%) Serverless
9 2 (2.35%) dbt
10 1 (1.18%) Azure Sentinel
10 1 (1.18%) Fivetran
Communications & Networking
1 5 (5.88%) FTP
Database & Business Intelligence
1 34 (40.00%) Data Warehouse
2 22 (25.88%) Power BI
3 20 (23.53%) Data Lake
4 12 (14.12%) SQL Server
5 10 (11.76%) Tableau
6 9 (10.59%) Big Data
7 8 (9.41%) Elasticsearch
8 7 (8.24%) Amazon Redshift
9 6 (7.06%) SQL Server Integration Services
10 5 (5.88%) Azure SQL Database
10 5 (5.88%) BigQuery
10 5 (5.88%) NoSQL
10 5 (5.88%) Relational Database
11 4 (4.71%) Enterprise Data Warehouse
11 4 (4.71%) SQL Server Analysis Services
12 3 (3.53%) DB2
12 3 (3.53%) Microsoft Analysis Services
12 3 (3.53%) MongoDB
12 3 (3.53%) RDBMS
12 3 (3.53%) Star Schema
Development Applications
1 8 (9.41%) GitLab
1 8 (9.41%) webpack
2 6 (7.06%) Git
2 6 (7.06%) Jenkins
2 6 (7.06%) JIRA
3 2 (2.35%) ER Studio
4 1 (1.18%) ERwin
General
1 22 (25.88%) Social Skills
2 17 (20.00%) Finance
3 16 (18.82%) Pharmaceutical
4 8 (9.41%) Analytical Skills
5 7 (8.24%) Manufacturing
6 5 (5.88%) Influencing Skills
7 4 (4.71%) Banking
8 3 (3.53%) Retail
9 2 (2.35%) Public Sector
10 1 (1.18%) Automotive
10 1 (1.18%) Financial Institution
10 1 (1.18%) Marketing
10 1 (1.18%) Retail Banking
Job Titles
1 21 (24.71%) Data Engineer
2 15 (17.65%) Developer
3 14 (16.47%) Lead
4 8 (9.41%) Business Intelligence Developer
5 7 (8.24%) Analyst
5 7 (8.24%) Architect
5 7 (8.24%) Technical Leader
6 6 (7.06%) Snowflake Data Engineer
6 6 (7.06%) Snowflake Engineer
7 5 (5.88%) Cloud Engineer
7 5 (5.88%) Data Analyst
7 5 (5.88%) Data Manager
7 5 (5.88%) Data Modeller
7 5 (5.88%) Product Manager
7 5 (5.88%) Splunk Engineer
8 4 (4.71%) AWS Engineer
8 4 (4.71%) Azure Engineer
8 4 (4.71%) Consultant
8 4 (4.71%) Data Consultant
8 4 (4.71%) Power BI Developer
Libraries, Frameworks & Software Standards
1 8 (9.41%) Express.js
1 8 (9.41%) Node.js
1 8 (9.41%) React
1 8 (9.41%) Redux
2 5 (5.88%) JSON
2 5 (5.88%) XML
3 3 (3.53%) Kafka
4 2 (2.35%) Middleware
5 1 (1.18%) Lightning Web Components
5 1 (1.18%) ODBC
5 1 (1.18%) PySpark
5 1 (1.18%) Visualforce
Miscellaneous
1 5 (5.88%) Onboarding
1 5 (5.88%) Product Ownership
1 5 (5.88%) Reference Data
2 4 (4.71%) Public Cloud
3 3 (3.53%) Algorithms
3 3 (3.53%) Data Fabric
4 2 (2.35%) Cloud Native
4 2 (2.35%) Cyber Threat
4 2 (2.35%) Data Centre
4 2 (2.35%) Data Protection Act
4 2 (2.35%) Mainframe
4 2 (2.35%) Self-Motivation
4 2 (2.35%) Virtual Team
5 1 (1.18%) Cyber Kill Chain
5 1 (1.18%) Cyberattack
5 1 (1.18%) Data Structures
5 1 (1.18%) Greenfield Project
5 1 (1.18%) Insider Threat
5 1 (1.18%) Life Science
5 1 (1.18%) Management Information System
Operating Systems
1 7 (8.24%) Linux
2 6 (7.06%) Windows
2 6 (7.06%) zOS
3 2 (2.35%) Unix
Processes & Methodologies
1 33 (38.82%) Data Modelling
2 24 (28.24%) Analytics
3 23 (27.06%) Business Intelligence
3 23 (27.06%) Data Engineering
4 21 (24.71%) Data Pipeline
5 18 (21.18%) Agile
6 16 (18.82%) Visualisation
7 15 (17.65%) CI/CD
8 14 (16.47%) Problem-Solving
9 13 (15.29%) Containerisation
9 13 (15.29%) Data Integration
9 13 (15.29%) Test Automation
10 12 (14.12%) Data Management
10 12 (14.12%) Data Visualisation
11 11 (12.94%) DevOps
12 9 (10.59%) Data Analytics
12 9 (10.59%) Data Architecture
12 9 (10.59%) Data Security
12 9 (10.59%) Full Stack Development
12 9 (10.59%) Machine Learning
Programming Languages
1 44 (51.76%) SQL
2 22 (25.88%) Python
3 9 (10.59%) Java
4 5 (5.88%) C#
4 5 (5.88%) Search Processing Language
4 5 (5.88%) Shell Script
5 3 (3.53%) Scala
6 1 (1.18%) Apex Code
6 1 (1.18%) Data Analysis Expressions
6 1 (1.18%) R
6 1 (1.18%) T-SQL
Qualifications
1 8 (9.41%) Degree
1 8 (9.41%) Security Cleared
2 6 (7.06%) SC Cleared
3 2 (2.35%) Computer Science Degree
3 2 (2.35%) Master's Degree
4 1 (1.18%) AWS Certification
4 1 (1.18%) Microsoft Certification
Quality Assurance & Compliance
1 10 (11.76%) QA
2 7 (8.24%) Data Quality
3 2 (2.35%) Accessibility
4 1 (1.18%) ISO/IEC 27001
4 1 (1.18%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (1.18%) NIST
System Software
1 3 (3.53%) Docker
Systems Management
1 8 (9.41%) Kubernetes
2 3 (3.53%) Terraform
3 1 (1.18%) Control-M
Vendors
1 12 (14.12%) Databricks
2 6 (7.06%) F5
2 6 (7.06%) Microsoft
2 6 (7.06%) Oracle
2 6 (7.06%) Splunk
3 5 (5.88%) Informatica
3 5 (5.88%) Talend
4 3 (3.53%) Google
5 2 (2.35%) Ab Initio
5 2 (2.35%) IBM
5 2 (2.35%) IDERA
6 1 (1.18%) Alteryx
6 1 (1.18%) Anaplan
6 1 (1.18%) Embarcadero
6 1 (1.18%) MicroStrategy
6 1 (1.18%) Qualys
6 1 (1.18%) Salesforce
6 1 (1.18%) Teradata