Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cheltenham 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
Gloucestershire > Cheltenham
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 21 - 34
Rank change year-on-year - +34 -9
Contract jobs citing ETL 6 0 3
As % of all contract IT jobs advertised in Cheltenham 4.14% - 1.20%
As % of the Processes & Methodologies category 5.36% - 1.70%
Number of daily rates quoted 6 0 0
Cheltenham median daily rate £389 - -
Gloucestershire median daily rate £420 £438 £328
% change year-on-year -4.00% +33.59% -7.75%
Number of hourly rates quoted 0 0 0
Cheltenham median hourly rate - - -
Gloucestershire median hourly rate - - -

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Contract vacancies with a requirement for process or methodology skills 112 196 176
As % of all contract IT jobs advertised in Cheltenham 77.24% 83.40% 70.68%
Number of daily rates quoted 36 108 123
Cheltenham median daily rate £405 £378 £400
Median daily rate % change year-on-year +7.28% -5.63% -
10th Percentile £275 £263 £267
90th Percentile £663 £563 £503
Gloucestershire median daily rate £400 £388 £400
% change year-on-year +3.23% -3.13% +6.67%
Number of hourly rates quoted 14 17 6
Cheltenham median hourly rate £43.25 £42.50 £42.50
Median hourly rate % change year-on-year +1.76% - +13.33%
10th Percentile £15.15 £37.75 £40.13
90th Percentile £47.50 £46.00 £44.25
Gloucestershire median hourly rate £31.00 £38.00 £41.50
% change year-on-year -18.42% -8.43% +12.16%

ETL
Job Vacancy Trend in Cheltenham

Job postings citing ETL as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for ETL in Cheltenham

ETL
Contractor Daily Rate Trend in Cheltenham

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Cheltenham.

Contractor daily rate trend for ETL in Cheltenham

ETL
Contractor Daily Rate Histogram in Cheltenham

The daily rate distribution of IT jobs citing ETL in Cheltenham over the 6 months to 19 November 2017.

Contractor daily rate histogram for ETL in Cheltenham

For the 6 months to 19 November 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cheltenham region with a requirement for ETL.

1 4 (66.67%) Business Intelligence
2 3 (50.00%) SAS
2 3 (50.00%) SAP
2 3 (50.00%) Data Warehouse
2 3 (50.00%) Scrum
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Amazon S3
2 3 (50.00%) Amazon AWS
2 3 (50.00%) Tableau
2 3 (50.00%) Amazon Redshift
2 3 (50.00%) DevOps
2 3 (50.00%) MuleSoft
2 3 (50.00%) SAS EBI
2 3 (50.00%) BusinessObjects Business Intelligence
3 2 (33.33%) Continuous Integration
3 2 (33.33%) Data Migration
3 2 (33.33%) Data Quality
3 2 (33.33%) Dynamics CRM
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) Finance
3 2 (33.33%) Migration
3 2 (33.33%) Stakeholder Management
3 2 (33.33%) Data Modelling
3 2 (33.33%) CRM
3 2 (33.33%) SQL
4 1 (16.67%) Project Management
4 1 (16.67%) Quality Management
4 1 (16.67%) Technical Architecture
4 1 (16.67%) QA
4 1 (16.67%) Data Management

ETL
Co-occurring IT Skills in Cheltenham by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (50.00%) SAS
Business Applications
1 2 (33.33%) Dynamics CRM
Cloud Services
1 3 (50.00%) Amazon AWS
1 3 (50.00%) Amazon S3
Database & Business Intelligence
1 3 (50.00%) Amazon Redshift
1 3 (50.00%) BusinessObjects Business Intelligence
1 3 (50.00%) Data Warehouse
1 3 (50.00%) SAS EBI
2 2 (33.33%) SQL Server Integration Services
3 1 (16.67%) SQL Server Reporting Services
General
1 2 (33.33%) Finance
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) AWS Specialist
1 2 (33.33%) Redshift Specialist
2 1 (16.67%) AWS Developer
2 1 (16.67%) Business Intelligence Analyst
2 1 (16.67%) Data Analyst
2 1 (16.67%) Data Manager
2 1 (16.67%) Developer
2 1 (16.67%) Financial Analyst
2 1 (16.67%) Redshift Developer
2 1 (16.67%) Service Analyst
2 1 (16.67%) Service Manager
Processes & Methodologies
1 4 (66.67%) Business Intelligence
2 3 (50.00%) Agile Software Development
2 3 (50.00%) DevOps
2 3 (50.00%) Scrum
3 2 (33.33%) Continuous Integration
3 2 (33.33%) CRM
3 2 (33.33%) Data Migration
3 2 (33.33%) Data Modelling
3 2 (33.33%) Migration
3 2 (33.33%) Stakeholder Management
4 1 (16.67%) Data Analysis
4 1 (16.67%) Data Governance
4 1 (16.67%) Data Management
4 1 (16.67%) ETL Development
4 1 (16.67%) Master Data Management
4 1 (16.67%) Project Management
4 1 (16.67%) Quality Management
4 1 (16.67%) Technical Architecture
Programming Languages
1 2 (33.33%) SQL
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
2 1 (16.67%) QA
Vendors
1 3 (50.00%) MuleSoft
1 3 (50.00%) SAP
1 3 (50.00%) Tableau