ETL Contracts in the UK excluding London

Extract, Transform and Load (ETL)
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring ETL skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ETL over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 133 114 104
Rank change year-on-year -19 -10 -13
Contract jobs citing ETL 357 492 745
As % of all contract jobs advertised in the UK excluding London 1.67% 2.17% 2.45%
As % of the Processes & Methodologies category 2.02% 2.43% 2.75%
Number of daily rates quoted 277 353 561
10th Percentile £350 £363 £363
25th Percentile £406 £425 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - +6.38%
75th Percentile £585 £588 £575
90th Percentile £688 £675 £674
UK median daily rate £510 £525 £525
% change year-on-year -2.86% - +5.00%
Number of hourly rates quoted 2 10 3
10th Percentile £22.59 £35.00 £25.94
25th Percentile £23.89 £39.69 £33.09
Median hourly rate £26.05 £64.00 £45.00
Median % change year-on-year -59.30% +42.22% +81.82%
75th Percentile £28.21 £78.00 -
90th Percentile £29.51 £90.00 -
UK median hourly rate £45.50 £67.50 £48.21
% change year-on-year -32.59% +40.02% +78.55%

All Process and Methodology Skills
UK excluding London

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 the UK excluding London.

Contract vacancies with a requirement for process or methodology skills 17,630 20,207 27,140
As % of all contract IT jobs advertised in the UK excluding London 82.67% 89.05% 89.30%
Number of daily rates quoted 10,358 13,864 18,970
10th Percentile £250 £260 £246
25th Percentile £375 £400 £400
Median daily rate (50th Percentile) £500 £500 £490
Median % change year-on-year - +2.04% +8.89%
75th Percentile £600 £600 £586
90th Percentile £688 £694 £663
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,185 1,244 1,334
10th Percentile £12.50 £10.90 £12.49
25th Percentile £15.48 £15.21 £14.25
Median hourly rate £38.12 £34.90 £21.00
Median % change year-on-year +9.23% +66.18% -
75th Percentile £61.30 £63.75 £47.96
90th Percentile £72.90 £75.00 £63.60
UK median hourly rate £37.00 £35.65 £26.00
% change year-on-year +3.79% +37.12% +13.04%

ETL
Job Vacancy Trend in the UK excluding London

Job postings citing ETL as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for ETL in the UK excluding London

ETL
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing ETL in the UK excluding London.

Daily rate trend for ETL in the UK excluding London

ETL
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing ETL in the UK excluding London over the 6 months to 12 June 2024.

Daily rate histogram for ETL in the UK excluding London

ETL
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing ETL in the UK excluding London.

Hourly rate trend for ETL in the UK excluding London

ETL
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the UK excluding London region over the 6 months to 12 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
North of England +26 129 £507 +1.40% 73
North West +33 86 £525 +12.00% 44
Midlands +21 79 £425 -21.30% 39
South East -26 59 £475 -9.52% 31
West Midlands +21 58 £388 -28.57% 25
South West -23 41 £525 +5.00% 28
Yorkshire +11 39 £485 -17.45% 21
Scotland +2 30 £494 -0.54% 11
East Midlands +8 20 £450 -1.10% 12
East of England -23 17 £525 +23.53% 11
North East +6 4 £330 -45.00% 8
Wales +17 3 £500 - 2
Northern Ireland -9 2 £400 -5.88% 7
ETL
UK

ETL
Co-occurring Skills and Capabilities in the UK excluding London 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 30 (8.40%) Apache Spark
2 15 (4.20%) Apache
3 9 (2.52%) Apache Airflow
4 3 (0.84%) Confluence
5 2 (0.56%) SAS
6 1 (0.28%) Anypoint
6 1 (0.28%) CICS
6 1 (0.28%) Jupyter
6 1 (0.28%) SharePoint
6 1 (0.28%) WebLogic
Applications
1 17 (4.76%) Microsoft Excel
2 4 (1.12%) Microsoft Office
2 4 (1.12%) Microsoft PowerPoint
2 4 (1.12%) Microsoft Project
2 4 (1.12%) MS Visio
Business Applications
1 6 (1.68%) Payment Gateway
2 4 (1.12%) SAP S/4HANA
3 3 (0.84%) NetSuite
3 3 (0.84%) Sparx Enterprise Architect
4 2 (0.56%) Dynamics AX
4 2 (0.56%) SAP Business One
4 2 (0.56%) SAP CRM
4 2 (0.56%) SAP IS-U
5 1 (0.28%) Adobe Campaign
5 1 (0.28%) Elite 3E
5 1 (0.28%) Eloqua
5 1 (0.28%) Epicor Tropos
5 1 (0.28%) IBM Planning Analytics
5 1 (0.28%) Oracle 11i
5 1 (0.28%) Oracle Procure-to-Pay
5 1 (0.28%) Shopify
5 1 (0.28%) Workday HCM
Cloud Services
1 119 (33.33%) Azure
2 108 (30.25%) Power Platform
3 87 (24.37%) AWS
4 52 (14.57%) Azure Data Factory
5 46 (12.89%) Amazon S3
6 34 (9.52%) Serverless
6 34 (9.52%) Snowflake
7 30 (8.40%) GCP
8 20 (5.60%) Azure Synapse Analytics
9 18 (5.04%) AWS Lambda
10 13 (3.64%) Amazon EC2
10 13 (3.64%) Amazon EMR
10 13 (3.64%) Amazon SQS
11 10 (2.80%) Cloud Computing
12 9 (2.52%) AWS CloudFormation
12 9 (2.52%) Azure Data Lake Analytics
12 9 (2.52%) Dynamics 365
13 8 (2.24%) Amazon EKS
13 8 (2.24%) Route 53
13 8 (2.24%) Virtual Private Cloud
Communications & Networking
1 9 (2.52%) FTP
2 4 (1.12%) Firewall
3 2 (0.56%) DAB
3 2 (0.56%) SSL
Database & Business Intelligence
1 111 (31.09%) Data Warehouse
2 107 (29.97%) Power BI
3 54 (15.13%) SQL Server
4 52 (14.57%) SQL Server Integration Services
5 51 (14.29%) Data Lake
6 49 (13.73%) Amazon Redshift
7 46 (12.89%) Tableau
8 37 (10.36%) Big Data
9 35 (9.80%) MySQL
10 28 (7.84%) Relational Database
11 22 (6.16%) PostgreSQL
12 21 (5.88%) Hadoop
13 20 (5.60%) SQL Server Analysis Services
14 18 (5.04%) Amazon Athena
14 18 (5.04%) Amazon RDS
14 18 (5.04%) BigQuery
14 18 (5.04%) SQL Server Reporting Services
15 15 (4.20%) Microsoft Analysis Services
16 14 (3.92%) Azure SQL Database
16 14 (3.92%) NoSQL
Development Applications
1 42 (11.76%) Git
2 24 (6.72%) Jenkins
3 10 (2.80%) JIRA
4 9 (2.52%) GitLab
5 8 (2.24%) webpack
6 5 (1.40%) ERwin
7 3 (0.84%) ER Studio
8 2 (0.56%) Bitbucket
9 1 (0.28%) Atlassian Bamboo
9 1 (0.28%) Cucumber
9 1 (0.28%) LSMW
9 1 (0.28%) SpecFlow
9 1 (0.28%) Visual Studio
General
1 70 (19.61%) Social Skills
2 58 (16.25%) Finance
3 51 (14.29%) Analytical Skills
4 22 (6.16%) Public Sector
5 19 (5.32%) Banking
6 17 (4.76%) Pharmaceutical
7 14 (3.92%) Manufacturing
8 10 (2.80%) Telecoms
9 7 (1.96%) Retail
10 6 (1.68%) Financial Institution
10 6 (1.68%) Influencing Skills
11 5 (1.40%) Presentation Skills
12 4 (1.12%) Local Government
12 4 (1.12%) Marketing
13 3 (0.84%) Automotive
14 1 (0.28%) Back Office
14 1 (0.28%) Law
14 1 (0.28%) Organisational Skills
14 1 (0.28%) Police
14 1 (0.28%) Retail Banking
Job Titles
1 91 (25.49%) Data Engineer
2 80 (22.41%) Developer
3 44 (12.32%) Architect
4 29 (8.12%) Business Intelligence Developer
5 27 (7.56%) Lead
6 26 (7.28%) Analyst
7 20 (5.60%) Solutions Architect
8 19 (5.32%) Senior
9 18 (5.04%) Data Architect
10 17 (4.76%) Azure Engineer
11 15 (4.20%) Azure Data Engineer
11 15 (4.20%) Power BI Developer
12 12 (3.36%) AWS Data Engineer
12 12 (3.36%) AWS Engineer
12 12 (3.36%) Consultant
13 10 (2.80%) Business Intelligence Analyst
13 10 (2.80%) Data Analyst
13 10 (2.80%) Data Manager
14 9 (2.52%) Data Modeller
15 8 (2.24%) ETL Developer
Libraries, Frameworks & Software Standards
1 20 (5.60%) Kafka
2 16 (4.48%) PySpark
3 14 (3.92%) XML
4 12 (3.36%) React
5 10 (2.80%) Node.js
6 9 (2.52%) AWS CDK
7 8 (2.24%) Express.js
7 8 (2.24%) Redux
8 7 (1.96%) JSON
9 4 (1.12%) Apache Avro
9 4 (1.12%) Middleware
9 4 (1.12%) YAML
10 3 (0.84%) .NET
10 3 (0.84%) Flask
10 3 (0.84%) HTML
10 3 (0.84%) OAuth
10 3 (0.84%) RESTful
10 3 (0.84%) Spring
10 3 (0.84%) Spring Boot
10 3 (0.84%) SQLAlchemy
Miscellaneous
1 16 (4.48%) Data Structures
2 12 (3.36%) Data Centre
2 12 (3.36%) Onboarding
3 10 (2.80%) Management Information System
4 9 (2.52%) Product Ownership
5 8 (2.24%) Legacy Systems
6 6 (1.68%) Public Cloud
6 6 (1.68%) Self-Motivation
6 6 (1.68%) Smart Meter
7 5 (1.40%) Data Protection Act
7 5 (1.40%) Reference Data
8 4 (1.12%) Algorithms
8 4 (1.12%) Distributed Computing
8 4 (1.12%) NHS
9 3 (0.84%) Data Fabric
9 3 (0.84%) Mainframe
9 3 (0.84%) Renewable Energy
9 3 (0.84%) Replication
10 2 (0.56%) FMCG
10 2 (0.56%) Life Science
Operating Systems
1 13 (3.64%) Linux
1 13 (3.64%) Unix
1 13 (3.64%) Windows
2 8 (2.24%) zOS
Processes & Methodologies
1 137 (38.38%) Data Modelling
2 130 (36.41%) Analytics
3 126 (35.29%) Business Intelligence
4 74 (20.73%) Agile
5 59 (16.53%) Data Integration
6 58 (16.25%) Migration
7 54 (15.13%) Data Engineering
8 53 (14.85%) Visualisation
9 51 (14.29%) Data Pipeline
10 48 (13.45%) Data Analytics
11 47 (13.17%) Data Extraction
12 44 (12.32%) Problem-Solving
13 42 (11.76%) Data Migration
14 41 (11.48%) Scrum
15 40 (11.20%) DevOps
16 37 (10.36%) Software Engineering
17 34 (9.52%) Data Governance
17 34 (9.52%) Translating Business Requirements
18 30 (8.40%) Dashboard Development
18 30 (8.40%) Requirements Gathering
Programming Languages
1 181 (50.70%) SQL
2 98 (27.45%) Python
3 37 (10.36%) Java
4 28 (7.84%) T-SQL
5 14 (3.92%) Data Analysis Expressions
6 9 (2.52%) C#
6 9 (2.52%) JavaScript
6 9 (2.52%) TypeScript
7 8 (2.24%) Scala
8 7 (1.96%) PL/SQL
8 7 (1.96%) Shell Script
9 6 (1.68%) Search Processing Language
10 5 (1.40%) R
11 4 (1.12%) PowerShell
11 4 (1.12%) VB
12 3 (0.84%) Groovy
13 2 (0.56%) ABAP
13 2 (0.56%) Bash
13 2 (0.56%) VBA
14 1 (0.28%) REXX
Qualifications
1 55 (15.41%) Security Cleared
2 48 (13.45%) SC Cleared
3 26 (7.28%) Degree
4 11 (3.08%) Computer Science Degree
5 6 (1.68%) BPSS Clearance
6 3 (0.84%) DV Cleared
6 3 (0.84%) Master's Degree
7 2 (0.56%) AWS Certification
7 2 (0.56%) IBM Certification
7 2 (0.56%) Numerate Degree
7 2 (0.56%) Tableau Certification
8 1 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 49 (13.73%) Data Quality
2 25 (7.00%) QA
3 11 (3.08%) Accessibility
4 10 (2.80%) GDPR
5 3 (0.84%) Actionable Recommendations
6 2 (0.56%) ISO/IEC 27001
6 2 (0.56%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.56%) NIST
7 1 (0.28%) California Consumer Privacy Act
7 1 (0.28%) Disclosure Scotland
7 1 (0.28%) PMO
System Software
1 15 (4.20%) Docker
2 3 (0.84%) HDFS
Systems Management
1 31 (8.68%) Grafana
2 21 (5.88%) Terraform
3 18 (5.04%) Kubernetes
4 3 (0.84%) Ansible
4 3 (0.84%) Kibana
5 1 (0.28%) Control-M
5 1 (0.28%) Oracle Enterprise Manager
Vendors
1 58 (16.25%) Microsoft
2 37 (10.36%) Databricks
3 32 (8.96%) Talend
4 30 (8.40%) Oracle
5 24 (6.72%) Denodo
6 19 (5.32%) Informatica
7 16 (4.48%) Google
8 14 (3.92%) SAP
9 11 (3.08%) Ab Initio
10 8 (2.24%) Splunk
11 7 (1.96%) F5
12 6 (1.68%) Salesforce
13 5 (1.40%) Alteryx
13 5 (1.40%) Autodesk
13 5 (1.40%) IBM
14 4 (1.12%) Cloudera
14 4 (1.12%) IFS
15 3 (0.84%) IDERA
15 3 (0.84%) Liquidlogic
15 3 (0.84%) Sparx