ETL Contracts in Cheshire

Extract, Transform and Load (ETL)
North West > Cheshire

The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 32 48 55
Rank change year-on-year +16 +7 -13
Contract jobs citing ETL 27 10 7
As % of all contract jobs advertised in Cheshire 5.02% 1.97% 1.27%
As % of the Processes & Methodologies category 6.00% 2.18% 1.45%
Number of daily rates quoted 21 8 5
10th Percentile £356 £306 £306
25th Percentile £505 £419 £315
Median daily rate (50th Percentile) £525 £450 £475
Median % change year-on-year +16.67% -5.26% -4.04%
75th Percentile £585 £528 £488
90th Percentile £606 £661 £552
North West median daily rate £525 £463 £500
% change year-on-year +13.51% -7.50% +14.55%

All Process and Methodology Skills
Cheshire

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 Cheshire with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 450 459 484
As % of all contract IT jobs advertised in Cheshire 83.64% 90.35% 87.52%
Number of daily rates quoted 299 300 272
10th Percentile £309 £288 £205
25th Percentile £391 £400 £358
Median daily rate (50th Percentile) £478 £500 £450
Median % change year-on-year -4.50% +11.11% +3.87%
75th Percentile £580 £586 £538
90th Percentile £638 £664 £631
North West median daily rate £500 £500 £475
% change year-on-year - +5.26% +11.76%
Number of hourly rates quoted 33 29 32
10th Percentile £14.00 £14.95 £9.93
25th Percentile £16.79 £22.53 £12.72
Median hourly rate £35.00 £30.54 £21.78
Median % change year-on-year +14.60% +40.22% -12.88%
75th Percentile £43.75 £35.00 £31.00
90th Percentile - £40.00 £57.13
North West median hourly rate £26.66 £35.00 £23.22
% change year-on-year -23.83% +50.72% +29.66%

ETL
Job Vacancy Trend in Cheshire

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

Job vacancy trend for ETL in Cheshire

ETL
Contractor Daily Rate Trend in Cheshire

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

Daily rate trend for ETL in Cheshire

ETL
Daily Rate Histogram in Cheshire

Daily rate distribution for jobs citing ETL in Cheshire over the 6 months to 1 June 2024.

Daily rate histogram for ETL in Cheshire

ETL
Contractor Hourly Rate Trend in Cheshire

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

Hourly rate trend for ETL in Cheshire

ETL
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Cheshire region over the 6 months to 1 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
Macclesfield -3 13 £525 +16.67%
Knutsford - 7 £588 - 1
Wilmslow -2 1 £363 +3.57%
Runcorn - 1 - - 3
ETL
North West

ETL
Co-occurring Skills and Capabilities in Cheshire 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 6 (22.22%) Apache
1 6 (22.22%) Apache Spark
2 5 (18.52%) Apache Airflow
Business Applications
1 1 (3.70%) Oracle 11i
Cloud Services
1 9 (33.33%) AWS
2 7 (25.93%) Snowflake
3 5 (18.52%) Amazon EC2
3 5 (18.52%) Amazon EMR
3 5 (18.52%) Amazon S3
3 5 (18.52%) Amazon SQS
3 5 (18.52%) AWS Lambda
3 5 (18.52%) Serverless
4 2 (7.41%) Power Platform
5 1 (3.70%) Amazon SageMaker
5 1 (3.70%) Azure
5 1 (3.70%) dbt
5 1 (3.70%) GitHub
5 1 (3.70%) OCI
Communications & Networking
1 5 (18.52%) FTP
Database & Business Intelligence
1 8 (29.63%) Big Data
1 8 (29.63%) Data Lake
2 6 (22.22%) Tableau
3 5 (18.52%) Data Warehouse
4 3 (11.11%) Metadata
4 3 (11.11%) RDBMS
4 3 (11.11%) Relational Database
5 2 (7.41%) Amazon Redshift
5 2 (7.41%) NoSQL
5 2 (7.41%) Power BI
6 1 (3.70%) Hadoop
6 1 (3.70%) MySQL
6 1 (3.70%) PostgreSQL
6 1 (3.70%) Power Query
6 1 (3.70%) SQL Server
6 1 (3.70%) Star Schema
Development Applications
1 6 (22.22%) Jenkins
2 5 (18.52%) Git
2 5 (18.52%) JIRA
General
1 15 (55.56%) Pharmaceutical
2 5 (18.52%) Analytical Skills
2 5 (18.52%) Influencing Skills
2 5 (18.52%) Manufacturing
2 5 (18.52%) Social Skills
3 3 (11.11%) Finance
4 2 (7.41%) Public Sector
5 1 (3.70%) Banking
Job Titles
1 8 (29.63%) Data Engineer
2 5 (18.52%) Cloud Engineer
2 5 (18.52%) Data Manager
2 5 (18.52%) Product Manager
2 5 (18.52%) Snowflake Data Engineer
2 5 (18.52%) Snowflake Engineer
2 5 (18.52%) Splunk Engineer
3 3 (11.11%) Developer
4 2 (7.41%) Data Modeller
5 1 (3.70%) Analyst
5 1 (3.70%) Architect
5 1 (3.70%) AWS Engineer
5 1 (3.70%) Big Data Engineer
5 1 (3.70%) Business Intelligence Developer
5 1 (3.70%) Data Analyst
5 1 (3.70%) ETL Developer
5 1 (3.70%) Product Owner
5 1 (3.70%) Project Manager
5 1 (3.70%) Report Developer
5 1 (3.70%) Supply Chain Manager
Libraries, Frameworks & Software Standards
1 5 (18.52%) JSON
1 5 (18.52%) XML
2 1 (3.70%) ODBC
Miscellaneous
1 5 (18.52%) Onboarding
1 5 (18.52%) Product Ownership
1 5 (18.52%) Reference Data
2 2 (7.41%) Data Centre
3 1 (3.70%) Algorithms
3 1 (3.70%) Insider Threat
Operating Systems
1 2 (7.41%) Unix
2 1 (3.70%) Linux
Processes & Methodologies
1 13 (48.15%) Data Engineering
2 12 (44.44%) Data Modelling
3 11 (40.74%) Agile
4 9 (33.33%) Analytics
5 8 (29.63%) Data Visualisation
5 8 (29.63%) Machine Learning
5 8 (29.63%) Visualisation
6 7 (25.93%) Data Pipeline
6 7 (25.93%) Data Science
6 7 (25.93%) Performance Tuning
7 6 (22.22%) Data Analytics
7 6 (22.22%) Problem-Solving
7 6 (22.22%) Product Management
7 6 (22.22%) Product Roadmap
7 6 (22.22%) Roadmaps
7 6 (22.22%) Stakeholder Management
7 6 (22.22%) Supply Chain Management
8 5 (18.52%) Containerisation
8 5 (18.52%) Data Management
8 5 (18.52%) Software Engineering
Programming Languages
1 16 (59.26%) SQL
2 12 (44.44%) Python
3 6 (22.22%) Java
4 5 (18.52%) C#
4 5 (18.52%) Search Processing Language
4 5 (18.52%) Shell Script
5 1 (3.70%) Data Analysis Expressions
5 1 (3.70%) Scala
Qualifications
1 5 (18.52%) Degree
2 2 (7.41%) Master's Degree
2 2 (7.41%) Security Cleared
3 1 (3.70%) AWS Certification
Systems Management
1 1 (3.70%) Terraform
Vendors
1 5 (18.52%) Informatica
1 5 (18.52%) Splunk
1 5 (18.52%) Talend
2 2 (7.41%) Oracle
3 1 (3.70%) Databricks
3 1 (3.70%) Teradata