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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 79 114 100
Rank change year-on-year +35 -14 -12
Contract jobs citing ETL 111 105 167
As % of all contract jobs advertised in the North of England 2.37% 1.85% 2.36%
As % of the Processes & Methodologies category 2.77% 2.04% 2.67%
Number of daily rates quoted 89 70 135
10th Percentile £348 £359 £315
25th Percentile £413 £413 £400
Median daily rate (50th Percentile) £510 £500 £500
Median % change year-on-year +2.00% - +14.29%
75th Percentile £606 £600 £569
90th Percentile £694 £676 £639
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 £49.50 £50.00 £48.36
% change year-on-year -1.00% +3.40% +95.37%

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 4,003 5,154 6,266
As % of all contract IT jobs advertised in the North of England 85.61% 90.64% 88.52%
Number of daily rates quoted 2,440 3,571 4,590
10th Percentile £300 £300 £250
25th Percentile £400 £413 £388
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +10.47%
75th Percentile £588 £600 £564
90th Percentile £675 £688 £650
England median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 362 201 250
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.50 £15.75 £12.84
Median hourly rate £17.72 £29.00 £18.59
Median % change year-on-year -38.90% +55.98% +2.00%
75th Percentile £45.00 £47.00 £31.00
90th Percentile £57.50 £65.00 £52.57
England median hourly rate £36.50 £37.30 £24.50
% change year-on-year -2.14% +52.24% +4.26%

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 9 May 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 9 May 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 +34 81 £525 +13.51% 37
Yorkshire +4 25 £475 -19.15% 15
North East +13 5 £345 -42.50% 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 (9.01%) Apache Spark
2 6 (5.41%) Apache
3 5 (4.50%) Apache Airflow
Applications
1 2 (1.80%) Microsoft Excel
Business Applications
1 3 (2.70%) SAP S/4HANA
2 2 (1.80%) SAP CRM
2 2 (1.80%) SAP IS-U
3 1 (0.90%) NetSuite
3 1 (0.90%) Oracle 11i
3 1 (0.90%) Shopify
Cloud Services
1 32 (28.83%) Azure
2 28 (25.23%) AWS
3 27 (24.32%) Power Platform
4 18 (16.22%) Amazon S3
5 15 (13.51%) Azure Data Factory
6 13 (11.71%) Amazon EC2
6 13 (11.71%) Amazon SQS
6 13 (11.71%) Snowflake
7 9 (8.11%) Azure Synapse Analytics
7 9 (8.11%) GCP
8 8 (7.21%) Amazon ECR
8 8 (7.21%) Amazon EKS
8 8 (7.21%) Route 53
8 8 (7.21%) Virtual Private Cloud
9 6 (5.41%) AWS Lambda
9 6 (5.41%) Serverless
10 5 (4.50%) Amazon EMR
11 2 (1.80%) CloudBees
11 2 (1.80%) GitHub
11 2 (1.80%) Google Compute Engine
Communications & Networking
1 5 (4.50%) FTP
Database & Business Intelligence
1 39 (35.14%) Data Warehouse
2 27 (24.32%) Power BI
3 21 (18.92%) Data Lake
4 16 (14.41%) Tableau
5 12 (10.81%) SQL Server
6 10 (9.01%) Big Data
7 9 (8.11%) SQL Server Integration Services
8 8 (7.21%) Elasticsearch
9 7 (6.31%) NoSQL
9 7 (6.31%) Relational Database
10 6 (5.41%) Amazon Redshift
10 6 (5.41%) Azure SQL Database
10 6 (5.41%) BigQuery
11 3 (2.70%) Enterprise Data Warehouse
11 3 (2.70%) Hadoop
11 3 (2.70%) Power Query
11 3 (2.70%) RDBMS
11 3 (2.70%) Sisense
11 3 (2.70%) SQL Server Analysis Services
11 3 (2.70%) Star Schema
Development Applications
1 8 (7.21%) GitLab
1 8 (7.21%) Jenkins
1 8 (7.21%) webpack
2 6 (5.41%) Git
2 6 (5.41%) JIRA
3 2 (1.80%) ER Studio
4 1 (0.90%) ERwin
4 1 (0.90%) Visual Studio
General
1 28 (25.23%) Social Skills
2 21 (18.92%) Finance
3 16 (14.41%) Pharmaceutical
4 8 (7.21%) Analytical Skills
5 7 (6.31%) Manufacturing
6 6 (5.41%) Influencing Skills
7 4 (3.60%) Banking
7 4 (3.60%) Public Sector
8 3 (2.70%) Retail
9 1 (0.90%) Automotive
9 1 (0.90%) Financial Institution
9 1 (0.90%) Law
9 1 (0.90%) Local Government
9 1 (0.90%) Marketing
9 1 (0.90%) Retail Banking
Job Titles
1 27 (24.32%) Data Engineer
2 26 (23.42%) Developer
3 14 (12.61%) Business Intelligence Developer
3 14 (12.61%) Lead
4 9 (8.11%) Analyst
5 8 (7.21%) Architect
6 7 (6.31%) Azure Data Engineer
6 7 (6.31%) Azure Engineer
7 6 (5.41%) Data Analyst
7 6 (5.41%) Data Manager
7 6 (5.41%) Power BI Developer
7 6 (5.41%) Snowflake Data Engineer
7 6 (5.41%) Technical Leader
8 5 (4.50%) Cloud Engineer
8 5 (4.50%) Data Modeller
8 5 (4.50%) Product Manager
8 5 (4.50%) Splunk Engineer
9 4 (3.60%) AWS Data Engineer
9 4 (3.60%) AWS Engineer
9 4 (3.60%) ETL Developer
Libraries, Frameworks & Software Standards
1 8 (7.21%) Express.js
1 8 (7.21%) Node.js
1 8 (7.21%) React
1 8 (7.21%) Redux
2 5 (4.50%) JSON
2 5 (4.50%) XML
3 4 (3.60%) Kafka
4 3 (2.70%) PySpark
5 2 (1.80%) Middleware
6 1 (0.90%) Apache NiFi
6 1 (0.90%) J2EE
6 1 (0.90%) Lightning Web Components
6 1 (0.90%) ODBC
6 1 (0.90%) Spring
6 1 (0.90%) Spring Boot
6 1 (0.90%) Visualforce
6 1 (0.90%) Web Services
Miscellaneous
1 5 (4.50%) Onboarding
1 5 (4.50%) Product Ownership
1 5 (4.50%) Reference Data
2 4 (3.60%) Management Information System
2 4 (3.60%) Self-Motivation
3 3 (2.70%) Data Structures
3 3 (2.70%) Public Cloud
4 2 (1.80%) Algorithms
4 2 (1.80%) Cloud Native
4 2 (1.80%) Cyber Threat
4 2 (1.80%) Data Centre
4 2 (1.80%) Data Fabric
4 2 (1.80%) Data Protection Act
4 2 (1.80%) Mainframe
4 2 (1.80%) NHS
4 2 (1.80%) Virtual Team
5 1 (0.90%) Cyber Kill Chain
5 1 (0.90%) Cyberattack
5 1 (0.90%) Greenfield Project
5 1 (0.90%) Life Science
Operating Systems
1 7 (6.31%) Linux
2 5 (4.50%) Windows
2 5 (4.50%) zOS
3 3 (2.70%) Unix
Processes & Methodologies
1 51 (45.95%) Data Modelling
2 35 (31.53%) Analytics
2 35 (31.53%) Business Intelligence
3 25 (22.52%) Agile
4 24 (21.62%) Data Engineering
4 24 (21.62%) Data Integration
4 24 (21.62%) Data Pipeline
5 19 (17.12%) Visualisation
6 18 (16.22%) Problem-Solving
7 17 (15.32%) CI/CD
8 15 (13.51%) Containerisation
8 15 (13.51%) Stakeholder Management
9 14 (12.61%) DevOps
9 14 (12.61%) Migration
10 13 (11.71%) Data Extraction
10 13 (11.71%) Data Visualisation
10 13 (11.71%) Test Automation
11 12 (10.81%) Data Security
12 11 (9.91%) Data Management
12 11 (9.91%) Data Migration
Programming Languages
1 58 (52.25%) SQL
2 29 (26.13%) Python
3 10 (9.01%) Java
4 6 (5.41%) C#
5 5 (4.50%) Search Processing Language
5 5 (4.50%) Shell Script
6 3 (2.70%) Data Analysis Expressions
6 3 (2.70%) PowerShell
6 3 (2.70%) T-SQL
7 2 (1.80%) ABAP
7 2 (1.80%) Groovy
7 2 (1.80%) Scala
8 1 (0.90%) Apex Code
8 1 (0.90%) R
Qualifications
1 9 (8.11%) Degree
2 8 (7.21%) Security Cleared
3 7 (6.31%) SC Cleared
4 2 (1.80%) Computer Science Degree
4 2 (1.80%) Master's Degree
5 1 (0.90%) AWS Certification
5 1 (0.90%) Microsoft Certification
Quality Assurance & Compliance
1 11 (9.91%) Data Quality
2 10 (9.01%) QA
3 2 (1.80%) Accessibility
4 1 (0.90%) ISO/IEC 27001
4 1 (0.90%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (0.90%) NIST
System Software
1 5 (4.50%) Docker
Systems Management
1 10 (9.01%) Kubernetes
2 5 (4.50%) Terraform
3 2 (1.80%) Ansible
4 1 (0.90%) Control-M
4 1 (0.90%) Grafana
Vendors
1 13 (11.71%) Databricks
2 9 (8.11%) Microsoft
3 8 (7.21%) Talend
4 6 (5.41%) Oracle
4 6 (5.41%) Splunk
5 5 (4.50%) F5
5 5 (4.50%) Google
5 5 (4.50%) Informatica
5 5 (4.50%) SAP
6 2 (1.80%) IBM
6 2 (1.80%) IDERA
6 2 (1.80%) Salesforce
7 1 (0.90%) Ab Initio
7 1 (0.90%) Ariba
7 1 (0.90%) Concur
7 1 (0.90%) Embarcadero
7 1 (0.90%) Intel
7 1 (0.90%) MicroStrategy
7 1 (0.90%) Sage
7 1 (0.90%) Teradata