Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Warwickshire 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 23 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)
West Midlands > Warwickshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 48 41 39
Rank change year-on-year -7 -2 +18
Contract jobs citing ETL 11 21 16
As % of all contract IT jobs advertised in Warwickshire 1.80% 2.43% 2.36%
As % of the Processes & Methodologies category 2.14% 3.20% 3.08%
Number of daily rates quoted 4 17 10
Warwickshire median daily rate £356 £400 £319
Median daily rate % change year-on-year -10.94% +25.49% -1.16%
10th Percentile £313 £329 £267
90th Percentile £451 £488 £476
West Midlands median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% -
Number of hourly rates quoted 0 0 0
Warwickshire median hourly rate - - -
West Midlands median hourly rate £52.50 - -

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 Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Contract vacancies with a requirement for process or methodology skills 515 657 519
As % of all contract IT jobs advertised in Warwickshire 84.15% 76.13% 76.55%
Number of daily rates quoted 287 426 274
Warwickshire median daily rate £400 £388 £350
Median daily rate % change year-on-year +3.23% +10.71% -3.45%
10th Percentile £239 £243 £222
90th Percentile £564 £575 £545
West Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% +4.17%
Number of hourly rates quoted 42 37 46
Warwickshire median hourly rate £30.50 £24.00 £27.64
Median hourly rate % change year-on-year +27.08% -13.15% +53.53%
10th Percentile £17.60 £13.85 £15.75
90th Percentile £34.50 £41.08 £33.88
West Midlands median hourly rate £25.00 £18.20 £20.00
% change year-on-year +37.40% -9.03% -

ETL
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for ETL in Warwickshire

ETL
Contractor Daily Rate Trend in Warwickshire

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

Contractor daily rate trend for ETL in Warwickshire

ETL
Contractor Daily Rate Histogram in Warwickshire

The daily rate distribution of IT jobs citing ETL in Warwickshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for ETL in Warwickshire

ETL
Contractor Hourly Rate Trend in Warwickshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Warwickshire.

Contractor hourly rate trend for ETL in Warwickshire

ETL
Contract Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Warwickshire region over the 6 months to 23 November 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
Kenilworth - 4 - -
Warwick +3 1 - -
Leamington Spa - 1 £325 -
Nuneaton - 1 £450 -
Stratford-upon-Avon - 1 £325 -
ETL
West Midlands

For the 6 months to 23 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 Warwickshire region with a requirement for ETL.

1 8 (72.73%) SQL
1 8 (72.73%) Business Intelligence
2 7 (63.64%) Migration
2 7 (63.64%) Data Migration
3 6 (54.55%) SQL Server
3 6 (54.55%) CRM
4 5 (45.45%) T-SQL
5 4 (36.36%) Salesforce.com
5 4 (36.36%) Data Analysis
5 4 (36.36%) Data Quality
5 4 (36.36%) Salesforce Service Cloud
6 3 (27.27%) Finance
6 3 (27.27%) Microsoft
7 2 (18.18%) Stakeholder Management
7 2 (18.18%) SQL Server Reporting Services
7 2 (18.18%) Agile Software Development
7 2 (18.18%) Data Management
7 2 (18.18%) HP
7 2 (18.18%) Oracle
7 2 (18.18%) Integration Testing
7 2 (18.18%) Dynamics CRM
7 2 (18.18%) SQL Server Integration Services
7 2 (18.18%) HP Quality Center
7 2 (18.18%) SoapUI
7 2 (18.18%) System Testing
7 2 (18.18%) System Integration Testing
7 2 (18.18%) Dynamics 365
8 1 (9.09%) Master's Degree
8 1 (9.09%) Greenfield Project
8 1 (9.09%) SQL Server 2014

ETL
Co-occurring IT Skills in Warwickshire 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 1 (9.09%) SharePoint
Applications
1 1 (9.09%) Microsoft Office
Business Applications
1 2 (18.18%) Dynamics CRM
Cloud Services
1 4 (36.36%) Salesforce Service Cloud
2 2 (18.18%) Dynamics 365
Communications & Networking
1 1 (9.09%) SMS
Database & Business Intelligence
1 6 (54.55%) SQL Server
2 2 (18.18%) SQL Server Integration Services
2 2 (18.18%) SQL Server Reporting Services
3 1 (9.09%) Data Warehouse
3 1 (9.09%) IBM InfoSphere
3 1 (9.09%) Microsoft Power View
3 1 (9.09%) PowerPivot
3 1 (9.09%) RDBMS
3 1 (9.09%) Relational Database
3 1 (9.09%) SQL Server 2014
3 1 (9.09%) SQL Server 2016
3 1 (9.09%) SQL Server Analysis Services
Development Applications
1 2 (18.18%) SoapUI
2 1 (9.09%) Git (software)
2 1 (9.09%) Subversion
2 1 (9.09%) Team Foundation Server
General
1 3 (27.27%) Finance
Job Titles
1 7 (63.64%) Analyst
2 5 (45.45%) Business Intelligence Analyst
3 4 (36.36%) Business Intelligence Data Analyst
3 4 (36.36%) Data Analyst
3 4 (36.36%) Data Engineer
3 4 (36.36%) Data Migration Analyst
3 4 (36.36%) Data Migration Engineer
3 4 (36.36%) ETL Analyst
3 4 (36.36%) Migration Analyst
3 4 (36.36%) Migration Engineer
3 4 (36.36%) Salesforce Analyst
3 4 (36.36%) SQL Analyst
3 4 (36.36%) SQL Data Analyst
4 3 (27.27%) Business Intelligence Developer
4 3 (27.27%) Developer
4 3 (27.27%) Test Analyst
5 2 (18.18%) CRM Analyst
6 1 (9.09%) Business Intelligence Lead
6 1 (9.09%) Migration Manager
6 1 (9.09%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) XML
Miscellaneous
1 1 (9.09%) Greenfield Project
1 1 (9.09%) Management Information System
Processes & Methodologies
1 8 (72.73%) Business Intelligence
2 7 (63.64%) Data Migration
2 7 (63.64%) Migration
3 6 (54.55%) CRM
4 4 (36.36%) Data Analysis
5 2 (18.18%) Agile Software Development
5 2 (18.18%) Data Management
5 2 (18.18%) Integration Testing
5 2 (18.18%) Stakeholder Management
5 2 (18.18%) System Integration Testing
5 2 (18.18%) System Testing
6 1 (9.09%) Complex ETL
6 1 (9.09%) Data Cleansing
6 1 (9.09%) Data Governance
6 1 (9.09%) Functional Testing
6 1 (9.09%) Information Governance
6 1 (9.09%) Master Data Management
6 1 (9.09%) Statistics
Programming Languages
1 8 (72.73%) SQL
2 5 (45.45%) T-SQL
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) ISEB
1 1 (9.09%) ISTQB
1 1 (9.09%) Master's Degree
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
Systems Management
1 2 (18.18%) HP Quality Center
Vendors
1 4 (36.36%) Salesforce.com
2 3 (27.27%) Microsoft
3 2 (18.18%) HP
3 2 (18.18%) Oracle
4 1 (9.09%) Cognos
4 1 (9.09%) Informatica
4 1 (9.09%) Tableau