ETL Contracts in the North of England

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

The following table provides summary statistics for contract job vacancies advertised in the North of England 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 23 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 Apr 2024
Same period 2023 Same period 2022
Rank 89 117 95
Rank change year-on-year +28 -22 -9
Contract jobs citing ETL 100 103 174
As % of all contract jobs advertised in the North of England 2.09% 1.76% 2.41%
As % of the Processes & Methodologies category 2.44% 1.94% 2.73%
Number of daily rates quoted 81 68 141
10th Percentile £338 £363 £315
25th Percentile £413 £417 £388
Median daily rate (50th Percentile) £510 £525 £475
Median % change year-on-year -2.86% +10.53% +8.57%
75th Percentile £606 £628 £563
90th Percentile £694 £679 £638
England median daily rate £525 £538 £525
% change year-on-year -2.33% +2.38% +5.00%
Number of hourly rates quoted 0 1 3
10th Percentile - - £37.25
25th Percentile - - £37.25
Median hourly rate - £35.00 £39.73
Median % change year-on-year - -11.91% +116.63%
75th Percentile - - £42.48
90th Percentile - - £42.64
England median hourly rate £49.50 £43.63 £45.25
% change year-on-year +13.45% -3.58% +19.08%

All Process and Methodology Skills
North of England

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 of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 4,098 5,310 6,366
As % of all contract IT jobs advertised in the North of England 85.77% 90.94% 88.34%
Number of daily rates quoted 2,536 3,690 4,670
10th Percentile £285 £300 £236
25th Percentile £400 £413 £383
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +10.79%
75th Percentile £588 £600 £560
90th Percentile £675 £688 £645
England median daily rate £525 £550 £535
% change year-on-year -4.55% +2.80% +9.41%
Number of hourly rates quoted 353 216 264
10th Percentile £11.00 £10.63 £10.64
25th Percentile £12.40 £15.50 £12.97
Median hourly rate £17.50 £27.50 £18.50
Median % change year-on-year -36.36% +48.65% -1.04%
75th Percentile £44.07 £45.05 £32.97
90th Percentile £53.56 £65.00 £51.66
England median hourly rate £35.00 £37.50 £24.00
% change year-on-year -6.67% +56.25% -

ETL
Job Vacancy Trend in the North of England

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

Job vacancy trend for ETL in the North of England

ETL
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for ETL in the North of England

ETL
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing ETL in the North of England over the 6 months to 23 April 2024.

Daily rate histogram for ETL in the North of England

ETL
Contractor Hourly Rate Trend in the North of England

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

Hourly rate trend for ETL in the North of England

ETL
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 ETL within the North of England region over the 6 months to 23 April 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
North West +28 70 £525 +7.14% 42
Yorkshire +4 25 £488 -18.75% 18
North East +22 5 £392 -34.67% 3
ETL
England

ETL
Co-occurring Skills and Capabilities in the North of England 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 10 (10.00%) Apache Spark
2 6 (6.00%) Apache
3 5 (5.00%) Apache Airflow
Applications
1 2 (2.00%) Microsoft Excel
Business Applications
1 3 (3.00%) SAP S/4HANA
2 2 (2.00%) SAP CRM
2 2 (2.00%) SAP IS-U
3 1 (1.00%) NetSuite
3 1 (1.00%) Shopify
Cloud Services
1 29 (29.00%) Azure
2 27 (27.00%) AWS
3 23 (23.00%) Power Platform
4 18 (18.00%) Amazon S3
5 13 (13.00%) Amazon EC2
5 13 (13.00%) Amazon SQS
5 13 (13.00%) Azure Data Factory
5 13 (13.00%) Snowflake
6 10 (10.00%) GCP
7 8 (8.00%) Amazon ECR
7 8 (8.00%) Amazon EKS
7 8 (8.00%) Route 53
7 8 (8.00%) Virtual Private Cloud
8 7 (7.00%) Azure Synapse Analytics
9 6 (6.00%) AWS Lambda
9 6 (6.00%) Serverless
10 5 (5.00%) Amazon EMR
11 2 (2.00%) CloudBees
11 2 (2.00%) GitHub
11 2 (2.00%) Google Compute Engine
Communications & Networking
1 5 (5.00%) FTP
Database & Business Intelligence
1 36 (36.00%) Data Warehouse
2 23 (23.00%) Power BI
3 15 (15.00%) Data Lake
3 15 (15.00%) Tableau
4 11 (11.00%) Big Data
5 9 (9.00%) SQL Server
6 8 (8.00%) Elasticsearch
7 7 (7.00%) NoSQL
7 7 (7.00%) Relational Database
7 7 (7.00%) SQL Server Integration Services
8 6 (6.00%) Amazon Redshift
8 6 (6.00%) BigQuery
9 4 (4.00%) Azure SQL Database
10 3 (3.00%) Hadoop
10 3 (3.00%) Metadata
10 3 (3.00%) RDBMS
10 3 (3.00%) Sisense
10 3 (3.00%) Star Schema
11 2 (2.00%) Geospatial Data
11 2 (2.00%) Looker
Development Applications
1 8 (8.00%) GitLab
1 8 (8.00%) Jenkins
1 8 (8.00%) webpack
2 7 (7.00%) JIRA
3 6 (6.00%) Git
4 2 (2.00%) ER Studio
5 1 (1.00%) ERwin
5 1 (1.00%) Visual Studio
General
1 24 (24.00%) Social Skills
2 17 (17.00%) Finance
3 12 (12.00%) Pharmaceutical
4 7 (7.00%) Manufacturing
5 5 (5.00%) Analytical Skills
5 5 (5.00%) Retail
6 4 (4.00%) Banking
6 4 (4.00%) Public Sector
7 3 (3.00%) Influencing Skills
8 1 (1.00%) Automotive
8 1 (1.00%) Financial Institution
8 1 (1.00%) Law
8 1 (1.00%) Local Government
8 1 (1.00%) Marketing
8 1 (1.00%) Publishing
8 1 (1.00%) Retail Banking
Job Titles
1 25 (25.00%) Data Engineer
2 23 (23.00%) Developer
3 12 (12.00%) Lead
4 11 (11.00%) Business Intelligence Developer
5 10 (10.00%) Architect
6 9 (9.00%) Analyst
7 7 (7.00%) Azure Data Engineer
7 7 (7.00%) Azure Engineer
8 6 (6.00%) Snowflake Data Engineer
9 5 (5.00%) Cloud Engineer
9 5 (5.00%) Data Analyst
9 5 (5.00%) Data Modeller
9 5 (5.00%) Power BI Developer
9 5 (5.00%) Splunk Engineer
10 4 (4.00%) AWS Data Engineer
10 4 (4.00%) AWS Engineer
10 4 (4.00%) Business Analyst
10 4 (4.00%) Consultant
10 4 (4.00%) Data Manager
10 4 (4.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (8.00%) Express.js
1 8 (8.00%) Node.js
1 8 (8.00%) React
1 8 (8.00%) Redux
2 5 (5.00%) JSON
2 5 (5.00%) XML
3 3 (3.00%) Kafka
3 3 (3.00%) PySpark
4 1 (1.00%) Apache NiFi
4 1 (1.00%) J2EE
4 1 (1.00%) Lightning Web Components
4 1 (1.00%) Middleware
4 1 (1.00%) Spring
4 1 (1.00%) Spring Boot
4 1 (1.00%) Visualforce
4 1 (1.00%) Web Services
Miscellaneous
1 5 (5.00%) Onboarding
2 4 (4.00%) Management Information System
2 4 (4.00%) Product Ownership
2 4 (4.00%) Self-Motivation
3 3 (3.00%) Data Structures
3 3 (3.00%) Reference Data
4 2 (2.00%) Algorithms
4 2 (2.00%) Cloud Native
4 2 (2.00%) Data Centre
4 2 (2.00%) NHS
4 2 (2.00%) Public Cloud
4 2 (2.00%) Virtual Team
5 1 (1.00%) Cyber Kill Chain
5 1 (1.00%) Cyber Threat
5 1 (1.00%) Cyberattack
5 1 (1.00%) Data Fabric
5 1 (1.00%) Greenfield Project
5 1 (1.00%) Insider Threat
5 1 (1.00%) Low-Code
5 1 (1.00%) Mainframe
Operating Systems
1 5 (5.00%) Linux
2 3 (3.00%) Unix
2 3 (3.00%) Windows
2 3 (3.00%) zOS
Processes & Methodologies
1 48 (48.00%) Data Modelling
2 33 (33.00%) Analytics
2 33 (33.00%) Business Intelligence
3 23 (23.00%) Data Pipeline
4 22 (22.00%) Agile
5 21 (21.00%) Data Integration
6 18 (18.00%) Visualisation
7 17 (17.00%) CI/CD
7 17 (17.00%) Data Engineering
8 15 (15.00%) Containerisation
8 15 (15.00%) Problem-Solving
9 14 (14.00%) DevOps
9 14 (14.00%) Migration
10 13 (13.00%) Test Automation
11 12 (12.00%) Data Extraction
11 12 (12.00%) Data Security
11 12 (12.00%) Data Visualisation
12 11 (11.00%) Data Management
12 11 (11.00%) Stakeholder Management
13 10 (10.00%) Data Migration
Programming Languages
1 53 (53.00%) SQL
2 29 (29.00%) Python
3 10 (10.00%) Java
4 6 (6.00%) C#
5 5 (5.00%) Search Processing Language
5 5 (5.00%) Shell Script
6 3 (3.00%) PowerShell
6 3 (3.00%) T-SQL
7 2 (2.00%) ABAP
7 2 (2.00%) Data Analysis Expressions
7 2 (2.00%) Groovy
7 2 (2.00%) LookML
7 2 (2.00%) Scala
8 1 (1.00%) Apex Code
8 1 (1.00%) R
Qualifications
1 7 (7.00%) Degree
1 7 (7.00%) Security Cleared
2 6 (6.00%) SC Cleared
3 2 (2.00%) Computer Science Degree
3 2 (2.00%) Master's Degree
4 1 (1.00%) AWS Certification
4 1 (1.00%) Microsoft Certification
Quality Assurance & Compliance
1 12 (12.00%) Data Quality
2 10 (10.00%) QA
3 2 (2.00%) Accessibility
4 1 (1.00%) ISO/IEC 27001
4 1 (1.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (1.00%) NIST
System Software
1 5 (5.00%) Docker
Systems Management
1 10 (10.00%) Kubernetes
2 5 (5.00%) Terraform
3 2 (2.00%) Ansible
4 1 (1.00%) Control-M
4 1 (1.00%) Grafana
Vendors
1 12 (12.00%) Databricks
2 8 (8.00%) Microsoft
3 7 (7.00%) Google
3 7 (7.00%) Talend
4 6 (6.00%) Splunk
5 5 (5.00%) Informatica
5 5 (5.00%) SAP
6 3 (3.00%) F5
6 3 (3.00%) Oracle
7 2 (2.00%) IDERA
7 2 (2.00%) Salesforce
8 1 (1.00%) Ab Initio
8 1 (1.00%) Ariba
8 1 (1.00%) Concur
8 1 (1.00%) Embarcadero
8 1 (1.00%) IBM
8 1 (1.00%) Intel
8 1 (1.00%) MicroStrategy
8 1 (1.00%) Sage
8 1 (1.00%) Teradata