Period
to 20 October 2017

The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 20 October 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)
South West > Gloucestershire
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 32 66 74
Rank change year-on-year +34 +8 -15
Contract jobs citing ETL 34 11 9
As % of all contract IT jobs advertised in Gloucestershire 5.24% 1.15% 0.93%
As % of the Processes & Methodologies category 6.45% 1.45% 1.21%
Number of daily rates quoted 18 9 6
Gloucestershire median daily rate £410 £425 £400
Median daily rate % change year-on-year -3.53% +6.25% -8.57%
10th Percentile £333 £335 £300
90th Percentile £466 £475 £474
South West median daily rate £425 £364 £375
% change year-on-year +16.84% -3.00% +13.64%
Number of hourly rates quoted 0 0 0
Gloucestershire median hourly rate - - -
South West median hourly rate £55.00 £48.00 £30.00
% change year-on-year +14.58% +60.00% -33.33%

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Contract vacancies with a requirement for process or methodology skills 527 760 741
As % of all contract IT jobs advertised in Gloucestershire 81.20% 79.58% 76.63%
Number of daily rates quoted 243 441 458
Gloucestershire median daily rate £375 £388 £400
Median daily rate % change year-on-year -3.23% -3.13% +6.67%
10th Percentile £228 £250 £221
90th Percentile £498 £563 £513
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 56 57 42
Gloucestershire median hourly rate £41.00 £38.00 £39.75
Median hourly rate % change year-on-year +7.89% -4.40% +6.00%
10th Percentile £13.00 £19.10 £17.91
90th Percentile £48.75 £46.60 £48.68
South West median hourly rate £35.00 £35.00 £38.00
% change year-on-year - -7.89% +52.00%

ETL
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for ETL in Gloucestershire

ETL
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for ETL in Gloucestershire

ETL
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing ETL in Gloucestershire over the 6 months to 20 October 2017.

Contractor daily rate histogram for ETL in Gloucestershire

ETL
Contract Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Gloucestershire region over the 6 months to 20 October 2017. 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
Job
Vacancies
Gloucester +2 10 £420 +5.00% 1
Cheltenham - 7 £388 -
ETL
South West

For the 6 months to 20 October 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 Gloucestershire region with a requirement for ETL.

1 31 (91.18%) Data Warehouse
2 29 (85.29%) Agile Software Development
3 21 (61.76%) Business Intelligence
4 17 (50.00%) SQL
5 15 (44.12%) Finance
5 15 (44.12%) Scrum
6 12 (35.29%) IBM InfoSphere
7 11 (32.35%) IBM
8 10 (29.41%) Oracle
9 9 (26.47%) SAS
9 9 (26.47%) BusinessObjects Business Intelligence
10 8 (23.53%) DataStage
10 8 (23.53%) SAP
10 8 (23.53%) Teradata
11 7 (20.59%) Banking
11 7 (20.59%) SAS EBI
11 7 (20.59%) Amazon Redshift
11 7 (20.59%) MuleSoft
11 7 (20.59%) Tableau
11 7 (20.59%) Amazon S3
11 7 (20.59%) Amazon AWS
12 6 (17.65%) Data Integration
12 6 (17.65%) Security Cleared
12 6 (17.65%) Retail Banking
12 6 (17.65%) DevOps
12 6 (17.65%) Stakeholder Management
12 6 (17.65%) PL/SQL
12 6 (17.65%) Shell Script
13 5 (14.71%) BusinessObjects
13 5 (14.71%) Data Modelling

ETL
Co-occurring IT Skills in Gloucestershire 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 9 (26.47%) SAS
2 4 (11.76%) Confluence
2 4 (11.76%) WebLogic
2 4 (11.76%) WebSphere
Business Applications
1 4 (11.76%) Oracle BPM
2 2 (5.88%) Dynamics CRM
Cloud Services
1 7 (20.59%) Amazon AWS
1 7 (20.59%) Amazon S3
Database & Business Intelligence
1 31 (91.18%) Data Warehouse
2 12 (35.29%) IBM InfoSphere
3 9 (26.47%) BusinessObjects Business Intelligence
4 8 (23.53%) DataStage
5 7 (20.59%) Amazon Redshift
5 7 (20.59%) SAS EBI
6 5 (14.71%) BusinessObjects
6 5 (14.71%) Crystal Reports
6 5 (14.71%) SQL Server Integration Services
7 4 (11.76%) Big Data
8 3 (8.82%) QlikView
8 3 (8.82%) SQL Server
9 2 (5.88%) DB2
9 2 (5.88%) Enterprise Data Warehouse
9 2 (5.88%) Oracle ODI
9 2 (5.88%) Oracle Reports
9 2 (5.88%) QualityStage
9 2 (5.88%) RDBMS
9 2 (5.88%) Relational Database
9 2 (5.88%) SQL Server Reporting Services
Development Applications
1 5 (14.71%) Selenium
2 4 (11.76%) JIRA
2 4 (11.76%) JMeter
2 4 (11.76%) LoadRunner
2 4 (11.76%) SoapUI
3 1 (2.94%) SpecFlow
3 1 (2.94%) Visual Studio
3 1 (2.94%) WebDriver
General
1 15 (44.12%) Finance
2 7 (20.59%) Banking
3 6 (17.65%) Retail Banking
4 1 (2.94%) Investment Banking
4 1 (2.94%) Retail
Job Titles
1 21 (61.76%) Developer
2 6 (17.65%) DataStage Developer
3 5 (14.71%) Analyst
3 5 (14.71%) AWS Specialist
3 5 (14.71%) Business Intelligence Developer
3 5 (14.71%) Redshift Specialist
4 4 (11.76%) Business Intelligence Analyst
4 4 (11.76%) C++ Developer
4 4 (11.76%) C++/Java Developer
4 4 (11.76%) Data Warehouse Developer
4 4 (11.76%) Java Developer
5 2 (5.88%) Power BI Developer
5 2 (5.88%) Programmer
5 2 (5.88%) SAP BusinessObjects (BO) Developer
5 2 (5.88%) SQL BI Developer
5 2 (5.88%) SQL Developer
6 1 (2.94%) Redshift Developer
6 1 (2.94%) SAP BusinessObjects Programmer
6 1 (2.94%) Service Analyst
6 1 (2.94%) Service Manager
Libraries, Frameworks & Software Standards
1 5 (14.71%) XML
2 4 (11.76%) JSON
2 4 (11.76%) SOAP
2 4 (11.76%) XSD
3 1 (2.94%) .NET
Miscellaneous
1 5 (14.71%) Analytical Skills
2 3 (8.82%) Management Information System
Operating Systems
1 5 (14.71%) Linux
2 4 (11.76%) AIX
3 1 (2.94%) Unix
3 1 (2.94%) Windows
3 1 (2.94%) Windows Server
Processes & Methodologies
1 29 (85.29%) Agile Software Development
2 21 (61.76%) Business Intelligence
3 15 (44.12%) Scrum
4 6 (17.65%) Data Integration
4 6 (17.65%) DevOps
4 6 (17.65%) Stakeholder Management
5 5 (14.71%) Continuous Integration
5 5 (14.71%) Data Migration
5 5 (14.71%) Data Modelling
5 5 (14.71%) Data Virtualisation
5 5 (14.71%) Migration
6 4 (11.76%) Analytical Thinking
6 4 (11.76%) Asset Management
6 4 (11.76%) Data Architecture
6 4 (11.76%) Kanban
6 4 (11.76%) OOP
6 4 (11.76%) Web Accessibility
7 3 (8.82%) Data Analysis
7 3 (8.82%) Data Governance
7 3 (8.82%) Data Management
Programming Languages
1 17 (50.00%) SQL
2 6 (17.65%) PL/SQL
2 6 (17.65%) Shell Script
3 4 (11.76%) C
3 4 (11.76%) C++
3 4 (11.76%) Java
3 4 (11.76%) Python
4 3 (8.82%) T-SQL
Qualifications
1 6 (17.65%) Security Cleared
2 1 (2.94%) SC Cleared
Quality Assurance & Compliance
1 4 (11.76%) Data Quality
2 1 (2.94%) Disclosure Scotland
2 1 (2.94%) QA
Vendors
1 11 (32.35%) IBM
2 10 (29.41%) Oracle
3 8 (23.53%) SAP
3 8 (23.53%) Teradata
4 7 (20.59%) MuleSoft
4 7 (20.59%) Tableau
5 2 (5.88%) Netezza