ETL Contracts in Berkshire

Extract, Transform and Load (ETL)
South East > Berkshire

The table below provides summary statistics for contract job vacancies advertised in Berkshire 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 65 107 85
Rank change year-on-year +42 -22 -1
Contract jobs citing ETL 28 17 30
As % of all contract jobs advertised in Berkshire 2.39% 0.86% 1.66%
As % of the Processes & Methodologies category 2.55% 0.96% 1.83%
Number of daily rates quoted 17 11 20
10th Percentile £451 £400 £400
25th Percentile £503 £419 £452
Median daily rate (50th Percentile) £575 £480 £525
Median % change year-on-year +19.79% -8.57% +11.46%
75th Percentile £675 £850 £617
90th Percentile £708 £950 £784
South East median daily rate £521 £500 £500
% change year-on-year +4.20% - -

All Process and Methodology Skills
Berkshire

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 Berkshire.

Contract vacancies with a requirement for process or methodology skills 1,096 1,764 1,640
As % of all contract IT jobs advertised in Berkshire 93.44% 88.91% 90.66%
Number of daily rates quoted 641 918 1,053
10th Percentile £313 £213 £341
25th Percentile £413 £375 £425
Median daily rate (50th Percentile) £500 £511 £525
Median % change year-on-year -2.10% -2.71% +5.00%
75th Percentile £615 £608 £626
90th Percentile £675 £675 £711
South East median daily rate £500 £500 £508
% change year-on-year - -1.53% +1.55%
Number of hourly rates quoted 26 101 48
10th Percentile £22.29 £20.17 £19.20
25th Percentile £32.05 £41.50 £25.72
Median hourly rate £61.50 £61.60 £57.82
Median % change year-on-year -0.17% +6.54% +174.67%
75th Percentile £76.77 £71.75 £73.69
90th Percentile £88.19 £87.46 £79.51
South East median hourly rate £28.00 £47.50 £50.00
% change year-on-year -41.05% -5.00% +122.22%

ETL
Job Vacancy Trend in Berkshire

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

Job vacancy trend for ETL in Berkshire

ETL
Contractor Daily Rate Trend in Berkshire

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

Daily rate trend for ETL in Berkshire

ETL
Daily Rate Histogram in Berkshire

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

Daily rate histogram for ETL in Berkshire

ETL
Contractor Hourly Rate Trend in Berkshire

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

Hourly rate trend for ETL in Berkshire

ETL
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Berkshire region over the 6 months to 1 May 2025. 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
Reading +35 15 £650 +48.57% 23
Windsor -4 5 £505 -32.67% 1
Wokingham - 3 £350 -
Bracknell +17 2 £481 -46.56% 1
ETL
South East

ETL
Co-occurring Skills and Capabilities in Berkshire 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 8 (28.57%) Apache Spark
2 4 (14.29%) Apache
Applications
1 1 (3.57%) Microsoft Excel
Business Applications
1 1 (3.57%) SAP IS-U
Cloud Services
1 17 (60.71%) Azure
2 7 (25.00%) AWS
3 5 (17.86%) Azure API Management
3 5 (17.86%) Azure Monitor
3 5 (17.86%) Azure Synapse Analytics
3 5 (17.86%) Entra ID
4 4 (14.29%) Azure Data Factory
4 4 (14.29%) Azure DevOps
4 4 (14.29%) GCP
5 3 (10.71%) Power Platform
6 2 (7.14%) Amazon S3
6 2 (7.14%) AWS Data Pipeline
6 2 (7.14%) Azure AKS
6 2 (7.14%) Azure Machine Learning
6 2 (7.14%) Snowflake
7 1 (3.57%) Amazon ELB
7 1 (3.57%) Azure AI
7 1 (3.57%) Azure Storage
7 1 (3.57%) Dynamics 365
7 1 (3.57%) Serverless
Database & Business Intelligence
1 13 (46.43%) Data Warehouse
2 8 (28.57%) Big Data
3 4 (14.29%) Data Lake
3 4 (14.29%) Hadoop
3 4 (14.29%) MongoDB
3 4 (14.29%) Spark SQL
3 4 (14.29%) SQL Server
4 3 (10.71%) Apache Hive
4 3 (10.71%) Azure SQL Database
4 3 (10.71%) MySQL
4 3 (10.71%) Power BI
4 3 (10.71%) SSDT
5 2 (7.14%) Amazon Redshift
5 2 (7.14%) PostgreSQL
5 2 (7.14%) Relational Database
6 1 (3.57%) HDInsight
6 1 (3.57%) Impala
6 1 (3.57%) Metadata
6 1 (3.57%) Power Query
6 1 (3.57%) SQL Server Integration Services
Development Applications
1 2 (7.14%) SpecFlow
2 1 (3.57%) ERwin
2 1 (3.57%) Git
2 1 (3.57%) GitLab
2 1 (3.57%) Jenkins
2 1 (3.57%) Team Foundation Server
2 1 (3.57%) Visual Studio
General
1 12 (42.86%) Social Skills
2 5 (17.86%) Analytical Skills
3 4 (14.29%) Telecoms
4 2 (7.14%) Electronics
4 2 (7.14%) Finance
4 2 (7.14%) Manufacturing
4 2 (7.14%) Marketing
4 2 (7.14%) Public Sector
5 1 (3.57%) Inclusion and Diversity
5 1 (3.57%) Pharmaceutical
5 1 (3.57%) Presentation Skills
5 1 (3.57%) Publishing
Job Titles
1 8 (28.57%) Architect
2 6 (21.43%) Data Architect
2 6 (21.43%) Data Engineer
3 5 (17.86%) DevOps Engineer
3 5 (17.86%) Lead
3 5 (17.86%) Senior
4 4 (14.29%) Azure Engineer
4 4 (14.29%) Developer
5 3 (10.71%) Analyst
5 3 (10.71%) Senior Data Engineer
6 2 (7.14%) AWS Architect
6 2 (7.14%) AWS Data Architect
6 2 (7.14%) Big Data Developer
6 2 (7.14%) Lead DevOps
6 2 (7.14%) Lead DevOps Engineer
6 2 (7.14%) Product Analyst
6 2 (7.14%) Senior Test Engineer
6 2 (7.14%) Senior Tester
6 2 (7.14%) Test Engineer
6 2 (7.14%) Tester
Libraries, Frameworks & Software Standards
1 8 (28.57%) Kafka
1 8 (28.57%) PySpark
2 5 (17.86%) OAuth
3 3 (10.71%) YAML
4 2 (7.14%) Gherkin
4 2 (7.14%) JDBC
4 2 (7.14%) PyTorch
4 2 (7.14%) RESTful
4 2 (7.14%) scikit-learn
4 2 (7.14%) TensorFlow
5 1 (3.57%) .NET
5 1 (3.57%) ADO
5 1 (3.57%) ARM Templates
5 1 (3.57%) ASP.NET
5 1 (3.57%) ASP.NET Core
5 1 (3.57%) Blazor
5 1 (3.57%) CSS
5 1 (3.57%) HTML
Miscellaneous
1 2 (7.14%) Enterprise Software
1 2 (7.14%) IoT
1 2 (7.14%) Reference Data
2 1 (3.57%) Data Structures
2 1 (3.57%) Legacy Systems
2 1 (3.57%) Management Information System
2 1 (3.57%) N-Tier
2 1 (3.57%) Public Cloud
2 1 (3.57%) Team-Oriented Environment
Operating Systems
1 3 (10.71%) Linux
1 3 (10.71%) Unix
2 1 (3.57%) Windows
Processes & Methodologies
1 10 (35.71%) CI/CD
1 10 (35.71%) DevOps
2 9 (32.14%) Data Pipeline
3 8 (28.57%) Analytics
3 8 (28.57%) Data Governance
3 8 (28.57%) Data Integration
3 8 (28.57%) Problem-Solving
4 7 (25.00%) Containerisation
4 7 (25.00%) Data Engineering
5 6 (21.43%) Data Migration
5 6 (21.43%) Migration
5 6 (21.43%) RBAC
6 5 (17.86%) Agile
6 5 (17.86%) B2B
6 5 (17.86%) B2C
6 5 (17.86%) Business Intelligence
6 5 (17.86%) Data Management
6 5 (17.86%) Data Modelling
6 5 (17.86%) Data Security
6 5 (17.86%) Identity Management
Programming Languages
1 16 (57.14%) SQL
2 12 (42.86%) Python
3 5 (17.86%) PowerShell
4 3 (10.71%) R
5 2 (7.14%) C#
6 1 (3.57%) Bash
6 1 (3.57%) Data Analysis Expressions
6 1 (3.57%) JavaScript
6 1 (3.57%) Perl
6 1 (3.57%) Scala
6 1 (3.57%) T-SQL
6 1 (3.57%) XMLA
Qualifications
1 7 (25.00%) Azure Certification
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 5 (17.86%) Data Quality
2 2 (7.14%) QA
3 1 (3.57%) GDPR
3 1 (3.57%) HIPAA
System Software
1 2 (7.14%) Docker
2 1 (3.57%) Apache Flume
2 1 (3.57%) Virtual Machines
Systems Management
1 5 (17.86%) Terraform
2 3 (10.71%) Single Sign-On
3 2 (7.14%) Kubernetes
Vendors
1 5 (17.86%) Microsoft
2 4 (14.29%) Databricks
3 3 (10.71%) SAP
3 3 (10.71%) UiPath
4 2 (7.14%) Google
5 1 (3.57%) StreamSets