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

6 months to
26 May 2024
Same period 2023 Same period 2022
Rank 67 109 106
Rank change year-on-year +42 -3 -20
Contract jobs citing ETL 122 114 164
As % of all contract jobs advertised in the North of England 2.62% 2.03% 2.30%
As % of the Processes & Methodologies category 3.09% 2.25% 2.60%
Number of daily rates quoted 100 78 133
10th Percentile £348 £363 £315
25th Percentile £417 £430 £388
Median daily rate (50th Percentile) £509 £500 £500
Median % change year-on-year +1.70% - +13.64%
75th Percentile £600 £600 £575
90th Percentile £694 £679 £663
England median daily rate £520 £538 £525
% change year-on-year -3.26% +2.38% +5.00%
Number of hourly rates quoted 0 1 1
Median hourly rate - £35.00 £21.17
Median % change year-on-year - +65.33% +15.43%
England median hourly rate £49.50 £67.50 £46.78
% change year-on-year -26.67% +44.29% +49.70%

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 3,945 5,075 6,317
As % of all contract IT jobs advertised in the North of England 84.77% 90.35% 88.68%
Number of daily rates quoted 2,404 3,478 4,595
10th Percentile £300 £300 £238
25th Percentile £400 £413 £383
Median daily rate (50th Percentile) £495 £500 £480
Median % change year-on-year -1.00% +4.17% +9.34%
75th Percentile £588 £600 £575
90th Percentile £675 £688 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 374 204 257
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.53 £15.74 £13.75
Median hourly rate £18.65 £28.34 £19.09
Median % change year-on-year -34.21% +48.45% +9.09%
75th Percentile £45.88 £44.50 £33.90
90th Percentile £62.50 £65.00 £63.00
England median hourly rate £36.50 £37.50 £25.00
% change year-on-year -2.67% +50.00% +11.11%

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 26 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 26 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 83 £525 +12.00% 47
Yorkshire +9 34 £500 -14.89% 18
North East +11 5 £345 -42.50% 10
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 18 (14.75%) Apache Spark
2 6 (4.92%) Apache
3 5 (4.10%) Apache Airflow
Applications
1 2 (1.64%) Microsoft Excel
Business Applications
1 3 (2.46%) SAP S/4HANA
2 2 (1.64%) SAP CRM
2 2 (1.64%) SAP IS-U
3 1 (0.82%) NetSuite
3 1 (0.82%) Oracle 11i
3 1 (0.82%) Shopify
Cloud Services
1 41 (33.61%) Azure
2 36 (29.51%) AWS
3 28 (22.95%) Power Platform
4 25 (20.49%) Amazon S3
5 17 (13.93%) GCP
6 16 (13.11%) Azure Data Factory
7 13 (10.66%) Amazon EC2
7 13 (10.66%) Amazon SQS
7 13 (10.66%) Serverless
7 13 (10.66%) Snowflake
8 10 (8.20%) Azure Synapse Analytics
9 8 (6.56%) Amazon ECR
9 8 (6.56%) Amazon EKS
9 8 (6.56%) Route 53
9 8 (6.56%) Virtual Private Cloud
10 7 (5.74%) Azure Data Lake Analytics
10 7 (5.74%) Cloud Computing
11 6 (4.92%) AWS Lambda
12 5 (4.10%) Amazon EMR
13 2 (1.64%) GitHub
Communications & Networking
1 5 (4.10%) FTP
Database & Business Intelligence
1 41 (33.61%) Data Warehouse
2 29 (23.77%) Data Lake
3 28 (22.95%) Power BI
4 18 (14.75%) Big Data
5 16 (13.11%) Tableau
6 13 (10.66%) Amazon Redshift
6 13 (10.66%) BigQuery
6 13 (10.66%) SQL Server
7 11 (9.02%) Hadoop
8 10 (8.20%) SQL Server Integration Services
9 9 (7.38%) Amazon Athena
9 9 (7.38%) Elasticsearch
10 8 (6.56%) Amazon RDS
11 7 (5.74%) Azure SQL Database
11 7 (5.74%) NoSQL
11 7 (5.74%) Relational Database
12 4 (3.28%) SQL Server Analysis Services
13 3 (2.46%) Enterprise Data Warehouse
13 3 (2.46%) Metadata
13 3 (2.46%) Sisense
Development Applications
1 16 (13.11%) Jenkins
2 14 (11.48%) Git
3 8 (6.56%) GitLab
3 8 (6.56%) webpack
4 6 (4.92%) JIRA
5 2 (1.64%) ER Studio
6 1 (0.82%) ERwin
6 1 (0.82%) Visual Studio
General
1 28 (22.95%) Social Skills
2 21 (17.21%) Finance
3 16 (13.11%) Pharmaceutical
4 9 (7.38%) Analytical Skills
5 7 (5.74%) Manufacturing
6 6 (4.92%) Banking
6 6 (4.92%) Influencing Skills
6 6 (4.92%) Public Sector
7 3 (2.46%) Retail
8 1 (0.82%) Automotive
8 1 (0.82%) Financial Institution
8 1 (0.82%) Law
8 1 (0.82%) Local Government
8 1 (0.82%) Marketing
8 1 (0.82%) Retail Banking
Job Titles
1 28 (22.95%) Developer
2 27 (22.13%) Data Engineer
3 16 (13.11%) Architect
4 14 (11.48%) Business Intelligence Developer
4 14 (11.48%) Lead
5 10 (8.20%) Solutions Architect
6 9 (7.38%) Analyst
7 7 (5.74%) Azure Data Engineer
7 7 (5.74%) Azure Engineer
8 6 (4.92%) Data Analyst
8 6 (4.92%) Data Manager
8 6 (4.92%) Power BI Developer
8 6 (4.92%) Snowflake Data Engineer
8 6 (4.92%) Snowflake Engineer
8 6 (4.92%) Technical Leader
9 5 (4.10%) Cloud Engineer
9 5 (4.10%) Data Modeller
9 5 (4.10%) ETL Developer
9 5 (4.10%) Product Manager
9 5 (4.10%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 12 (9.84%) Kafka
2 8 (6.56%) Express.js
2 8 (6.56%) Node.js
2 8 (6.56%) React
2 8 (6.56%) Redux
3 5 (4.10%) JSON
3 5 (4.10%) XML
4 3 (2.46%) PySpark
5 2 (1.64%) Middleware
6 1 (0.82%) Apache NiFi
6 1 (0.82%) J2EE
6 1 (0.82%) Lightning Web Components
6 1 (0.82%) ODBC
6 1 (0.82%) Spring
6 1 (0.82%) Spring Boot
6 1 (0.82%) Visualforce
6 1 (0.82%) Web Services
Miscellaneous
1 5 (4.10%) Onboarding
1 5 (4.10%) Product Ownership
1 5 (4.10%) Reference Data
2 4 (3.28%) Management Information System
2 4 (3.28%) Self-Motivation
3 3 (2.46%) Algorithms
3 3 (2.46%) Data Structures
3 3 (2.46%) NHS
3 3 (2.46%) Public Cloud
4 2 (1.64%) Cloud Native
4 2 (1.64%) Cyber Threat
4 2 (1.64%) Data Centre
4 2 (1.64%) Data Fabric
4 2 (1.64%) Data Protection Act
4 2 (1.64%) Mainframe
4 2 (1.64%) Virtual Team
5 1 (0.82%) Greenfield Project
5 1 (0.82%) Insider Threat
5 1 (0.82%) Life Science
5 1 (0.82%) Low-Code
Operating Systems
1 7 (5.74%) Linux
2 5 (4.10%) Windows
2 5 (4.10%) zOS
3 3 (2.46%) Unix
Processes & Methodologies
1 60 (49.18%) Data Modelling
2 43 (35.25%) Analytics
3 36 (29.51%) Business Intelligence
4 33 (27.05%) Data Integration
5 25 (20.49%) Agile
5 25 (20.49%) Data Engineering
5 25 (20.49%) Data Pipeline
6 22 (18.03%) Containerisation
6 22 (18.03%) DevOps
7 20 (16.39%) Visualisation
8 19 (15.57%) Problem-Solving
9 17 (13.93%) CI/CD
10 15 (12.30%) Data Governance
10 15 (12.30%) Stakeholder Management
11 14 (11.48%) Data Visualisation
11 14 (11.48%) Migration
12 13 (10.66%) Data Extraction
12 13 (10.66%) Test Automation
13 12 (9.84%) Data Security
13 12 (9.84%) Disaster Recovery
Programming Languages
1 67 (54.92%) SQL
2 37 (30.33%) Python
3 18 (14.75%) Java
4 6 (4.92%) C#
5 5 (4.10%) Search Processing Language
5 5 (4.10%) Shell Script
6 3 (2.46%) Data Analysis Expressions
6 3 (2.46%) PowerShell
6 3 (2.46%) T-SQL
7 2 (1.64%) ABAP
7 2 (1.64%) Groovy
7 2 (1.64%) Scala
8 1 (0.82%) Apex Code
8 1 (0.82%) R
Qualifications
1 9 (7.38%) Degree
1 9 (7.38%) Security Cleared
2 7 (5.74%) SC Cleared
3 2 (1.64%) AWS Certification
3 2 (1.64%) Computer Science Degree
3 2 (1.64%) Master's Degree
4 1 (0.82%) Microsoft Certification
Quality Assurance & Compliance
1 12 (9.84%) Data Quality
2 10 (8.20%) QA
3 2 (1.64%) Accessibility
4 1 (0.82%) ISO/IEC 27001
4 1 (0.82%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (0.82%) NIST
System Software
1 5 (4.10%) Docker
Systems Management
1 13 (10.66%) Terraform
2 10 (8.20%) Kubernetes
3 2 (1.64%) Ansible
4 1 (0.82%) Control-M
4 1 (0.82%) Grafana
Vendors
1 17 (13.93%) Microsoft
2 13 (10.66%) Databricks
3 12 (9.84%) Google
4 8 (6.56%) Talend
5 6 (4.92%) Oracle
5 6 (4.92%) Splunk
6 5 (4.10%) F5
6 5 (4.10%) Informatica
6 5 (4.10%) SAP
7 2 (1.64%) IBM
7 2 (1.64%) IDERA
7 2 (1.64%) Salesforce
8 1 (0.82%) Ab Initio
8 1 (0.82%) Alteryx
8 1 (0.82%) Anaplan
8 1 (0.82%) Cloudera
8 1 (0.82%) Concur
8 1 (0.82%) Embarcadero
8 1 (0.82%) MicroStrategy
8 1 (0.82%) Sage