ETL Contracts in Reading

Extract, Transform and Load (ETL)
Berkshire > Reading

The table below provides summary statistics for contract job vacancies advertised in Reading 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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 45 80 71
Rank change year-on-year +35 -9 -6
Contract jobs citing ETL 15 11 16
As % of all contract jobs advertised in Reading 2.51% 0.92% 1.54%
As % of the Processes & Methodologies category 2.70% 1.02% 1.71%
Number of daily rates quoted 10 6 13
10th Percentile £524 £366 £397
25th Percentile £553 £403 £419
Median daily rate (50th Percentile) £650 £438 £575
Median % change year-on-year +48.57% -23.91% +21.05%
75th Percentile £684 £479 £784
90th Percentile £693 £509 -
Berkshire median daily rate £575 £480 £525
% change year-on-year +19.79% -8.57% +11.46%

All Process and Methodology Skills
Reading

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 Reading.

Contract vacancies with a requirement for process or methodology skills 555 1,075 936
As % of all contract IT jobs advertised in Reading 92.96% 90.18% 89.91%
Number of daily rates quoted 329 581 620
10th Percentile £313 £213 £363
25th Percentile £450 £413 £455
Median daily rate (50th Percentile) £550 £525 £550
Median % change year-on-year +4.76% -4.55% +10.00%
75th Percentile £638 £619 £660
90th Percentile £700 £688 £721
Berkshire median daily rate £500 £511 £525
% change year-on-year -2.10% -2.71% +5.00%
Number of hourly rates quoted 2 46 23
10th Percentile £33.82 £27.58 £45.50
25th Percentile £41.05 £53.74 £53.00
Median hourly rate £53.10 £62.07 £65.00
Median % change year-on-year -14.46% -4.50% +132.14%
75th Percentile £65.14 £82.55 £74.40
90th Percentile £72.37 £87.50 £79.19
Berkshire median hourly rate £61.50 £61.60 £57.82
% change year-on-year -0.17% +6.54% +174.67%

ETL
Job Vacancy Trend in Reading

Job postings citing ETL as a proportion of all IT jobs advertised in Reading.

Job vacancy trend for ETL in Reading

ETL
Contractor Daily Rate Trend in Reading

3-month moving average daily rate quoted in jobs citing ETL in Reading.

Daily rate trend for ETL in Reading

ETL
Daily Rate Histogram in Reading

Daily rate distribution for jobs citing ETL in Reading over the 6 months to 1 May 2025.

Daily rate histogram for ETL in Reading

ETL
Contractor Hourly Rate Trend in Reading

3-month moving average hourly rates quoted in jobs citing ETL in Reading.

Hourly rate trend for ETL in Reading

ETL
Co-occurring Skills and Capabilities in Reading 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 3 (20.00%) Apache Spark
2 2 (13.33%) Apache
Cloud Services
1 13 (86.67%) Azure
2 5 (33.33%) Azure API Management
2 5 (33.33%) Azure Monitor
2 5 (33.33%) Entra ID
3 4 (26.67%) Azure DevOps
3 4 (26.67%) Azure Synapse Analytics
4 3 (20.00%) AWS
4 3 (20.00%) Azure Data Factory
4 3 (20.00%) GCP
5 2 (13.33%) Azure AKS
5 2 (13.33%) Azure Machine Learning
5 2 (13.33%) Power Platform
6 1 (6.67%) Amazon ELB
6 1 (6.67%) Azure AI
6 1 (6.67%) Azure Functions
6 1 (6.67%) Azure Storage
6 1 (6.67%) dbt
6 1 (6.67%) Serverless
6 1 (6.67%) Snowflake
Database & Business Intelligence
1 7 (46.67%) Data Warehouse
2 5 (33.33%) Big Data
3 4 (26.67%) SQL Server
4 3 (20.00%) Azure SQL Database
4 3 (20.00%) SSDT
5 2 (13.33%) Data Lake
5 2 (13.33%) Power BI
6 1 (6.67%) Apache Cassandra
6 1 (6.67%) Apache Hive
6 1 (6.67%) Hadoop
6 1 (6.67%) HBase
6 1 (6.67%) HDInsight
6 1 (6.67%) Impala
6 1 (6.67%) Metadata
6 1 (6.67%) MySQL
6 1 (6.67%) SQL Server Integration Services
6 1 (6.67%) Tableau
Development Applications
1 2 (13.33%) SpecFlow
2 1 (6.67%) ERwin
2 1 (6.67%) Git
2 1 (6.67%) GitLab
2 1 (6.67%) Jenkins
2 1 (6.67%) Team Foundation Server
2 1 (6.67%) Visual Studio
General
1 7 (46.67%) Social Skills
2 4 (26.67%) Analytical Skills
2 4 (26.67%) Telecoms
3 2 (13.33%) Electronics
3 2 (13.33%) Finance
3 2 (13.33%) Manufacturing
3 2 (13.33%) Marketing
3 2 (13.33%) Public Sector
Job Titles
1 5 (33.33%) DevOps Engineer
2 4 (26.67%) Azure Engineer
3 3 (20.00%) Data Engineer
3 3 (20.00%) Lead
3 3 (20.00%) Senior
3 3 (20.00%) Senior Data Engineer
4 2 (13.33%) Analyst
4 2 (13.33%) Architect
4 2 (13.33%) Automation Tester
4 2 (13.33%) Lead DevOps
4 2 (13.33%) Lead DevOps Engineer
4 2 (13.33%) Product Analyst
4 2 (13.33%) Senior Automation Tester
4 2 (13.33%) Senior Test Automation Engineer
4 2 (13.33%) Senior Test Engineer
4 2 (13.33%) Senior Tester
4 2 (13.33%) Test Automation Engineer
4 2 (13.33%) Test Engineer
4 2 (13.33%) Tester
5 1 (6.67%) Web Developer
Libraries, Frameworks & Software Standards
1 5 (33.33%) OAuth
2 3 (20.00%) PySpark
2 3 (20.00%) YAML
3 2 (13.33%) Gherkin
3 2 (13.33%) Kafka
3 2 (13.33%) PyTorch
3 2 (13.33%) scikit-learn
3 2 (13.33%) TensorFlow
4 1 (6.67%) .NET
4 1 (6.67%) ADO
4 1 (6.67%) ARM Templates
4 1 (6.67%) ASP.NET
4 1 (6.67%) ASP.NET Core
4 1 (6.67%) Blazor
4 1 (6.67%) CSS
4 1 (6.67%) HTML
Miscellaneous
1 2 (13.33%) IoT
2 1 (6.67%) Legacy Systems
2 1 (6.67%) Management Information System
2 1 (6.67%) N-Tier
2 1 (6.67%) Public Cloud
2 1 (6.67%) Team-Oriented Environment
Operating Systems
1 1 (6.67%) Linux
1 1 (6.67%) Unix
1 1 (6.67%) Windows
Processes & Methodologies
1 10 (66.67%) DevOps
2 9 (60.00%) CI/CD
3 7 (46.67%) Containerisation
4 5 (33.33%) Agile
4 5 (33.33%) Analytics
4 5 (33.33%) B2B
4 5 (33.33%) B2C
4 5 (33.33%) Identity Management
4 5 (33.33%) Infrastructure as Code
4 5 (33.33%) Problem-Solving
4 5 (33.33%) RBAC
4 5 (33.33%) Release Management
5 4 (26.67%) Business Intelligence
5 4 (26.67%) Machine Learning
6 3 (20.00%) Artificial Intelligence
6 3 (20.00%) Continuous Integration
6 3 (20.00%) Data Engineering
6 3 (20.00%) Data Governance
6 3 (20.00%) Scrum
6 3 (20.00%) Secure Coding
Programming Languages
1 6 (40.00%) SQL
2 5 (33.33%) PowerShell
3 3 (20.00%) Python
4 2 (13.33%) C#
4 2 (13.33%) R
5 1 (6.67%) JavaScript
5 1 (6.67%) Perl
5 1 (6.67%) Scala
Qualifications
1 7 (46.67%) Azure Certification
2 2 (13.33%) SC Cleared
2 2 (13.33%) Security Cleared
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 2 (13.33%) QA
System Software
1 2 (13.33%) Docker
2 1 (6.67%) Apache Flume
2 1 (6.67%) Virtual Machines
Systems Management
1 5 (33.33%) Terraform
2 3 (20.00%) Single Sign-On
3 2 (13.33%) Kubernetes
Vendors
1 4 (26.67%) Databricks
2 3 (20.00%) UiPath
3 2 (13.33%) Google
3 2 (13.33%) Microsoft
3 2 (13.33%) SAP
4 1 (6.67%) StreamSets