Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Staffordshire 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 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 > Staffordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 18 34 33
Rank change year-on-year +16 -1 0
Contract jobs citing ETL 18 12 8
As % of all contract IT jobs advertised in Staffordshire 7.00% 2.86% 2.66%
As % of the Processes & Methodologies category 8.61% 3.46% 3.21%
Number of daily rates quoted 14 8 6
Staffordshire median daily rate £375 £406 £350
Median daily rate % change year-on-year -7.69% +16.07% -12.50%
10th Percentile £313 £294 £273
90th Percentile £460 £485 £450
West Midlands median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% -
Number of hourly rates quoted 0 0 0
Staffordshire 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 Staffordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Staffordshire
Contract vacancies with a requirement for process or methodology skills 209 347 249
As % of all contract IT jobs advertised in Staffordshire 81.32% 82.62% 82.72%
Number of daily rates quoted 141 222 160
Staffordshire median daily rate £365 £350 £363
Median daily rate % change year-on-year +4.29% -3.45% +11.54%
10th Percentile £250 £204 £263
90th Percentile £475 £500 £438
West Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 9 10 14
Staffordshire median hourly rate £14.50 £25.00 £14.70
Median hourly rate % change year-on-year -42.00% +70.07% +17.60%
10th Percentile £12.22 £23.55 £8.94
90th Percentile £48.00 £46.60 £20.00
West Midlands median hourly rate £25.00 £18.00 £20.00
% change year-on-year +38.89% -10.00% -1.23%

ETL
Job Vacancy Trend in Staffordshire

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

Job vacancy trend for ETL in Staffordshire

ETL
Contractor Daily Rate Trend in Staffordshire

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

Contractor daily rate trend for ETL in Staffordshire

ETL
Contractor Daily Rate Histogram in Staffordshire

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

Contractor daily rate histogram for ETL in Staffordshire

ETL
Contract Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Staffordshire region over the 6 months to 20 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
Stoke-on-Trent +10 16 £381 +17.31% 2
Leek - 1 £375 -
ETL
West Midlands

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

1 14 (77.78%) SQL Server Reporting Services
2 13 (72.22%) SQL Server
3 12 (66.67%) SQL
4 11 (61.11%) Business Intelligence
4 11 (61.11%) Microsoft
5 8 (44.44%) Tableau
6 7 (38.89%) SQL Server Integration Services
6 7 (38.89%) SharePoint
7 6 (33.33%) RDBMS
7 6 (33.33%) T-SQL
7 6 (33.33%) Relational Database
8 5 (27.78%) Continuous Improvement
8 5 (27.78%) SQL Server 2012
8 5 (27.78%) SQL Server Analysis Services
8 5 (27.78%) Agile Software Development
8 5 (27.78%) Power BI
9 4 (22.22%) SQL Server 2014
9 4 (22.22%) Data Management
9 4 (22.22%) Subversion
9 4 (22.22%) Microsoft Office
9 4 (22.22%) Data Warehouse
9 4 (22.22%) Git (software)
9 4 (22.22%) Team Foundation Server
9 4 (22.22%) Analytical Skills
9 4 (22.22%) Complex ETL
10 3 (16.67%) Information Governance
10 3 (16.67%) Visualisation
10 3 (16.67%) C#
10 3 (16.67%) JavaScript
11 2 (11.11%) IBM

ETL
Co-occurring IT Skills in Staffordshire 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 7 (38.89%) SharePoint
Applications
1 4 (22.22%) Microsoft Office
Business Applications
1 1 (5.56%) Dynamics AX
Database & Business Intelligence
1 14 (77.78%) SQL Server Reporting Services
2 13 (72.22%) SQL Server
3 7 (38.89%) SQL Server Integration Services
4 6 (33.33%) RDBMS
4 6 (33.33%) Relational Database
5 5 (27.78%) Power BI
5 5 (27.78%) SQL Server 2012
5 5 (27.78%) SQL Server Analysis Services
6 4 (22.22%) Data Warehouse
6 4 (22.22%) SQL Server 2014
7 2 (11.11%) PowerPivot
8 1 (5.56%) DataStage
8 1 (5.56%) IBM InfoSphere
8 1 (5.56%) Microsoft Power View
8 1 (5.56%) OLTP
8 1 (5.56%) Star Schema
Development Applications
1 4 (22.22%) Git (software)
1 4 (22.22%) Subversion
1 4 (22.22%) Team Foundation Server
General
1 1 (5.56%) Banking
1 1 (5.56%) Finance
Job Titles
1 17 (94.44%) Developer
2 8 (44.44%) Business Intelligence Developer
2 8 (44.44%) Senior Business Intelligence Developer
2 8 (44.44%) Senior Developer
3 7 (38.89%) SQL Developer
4 6 (33.33%) Business Developer
5 3 (16.67%) Database Developer
5 3 (16.67%) SQL Database Developer
5 3 (16.67%) SSRS Developer
6 2 (11.11%) ETL Developer
7 1 (5.56%) DataStage Developer
7 1 (5.56%) DataStage ETL Developer
7 1 (5.56%) Python Developer
7 1 (5.56%) Senior ETL Developer
7 1 (5.56%) SQL Server Developer
7 1 (5.56%) SSIS Developer
Miscellaneous
1 4 (22.22%) Analytical Skills
2 1 (5.56%) iPad
2 1 (5.56%) Management Information System
2 1 (5.56%) NHS
Operating Systems
1 1 (5.56%) Unix
Processes & Methodologies
1 11 (61.11%) Business Intelligence
2 5 (27.78%) Agile Software Development
2 5 (27.78%) Continuous Improvement
3 4 (22.22%) Complex ETL
3 4 (22.22%) Data Management
4 3 (16.67%) Information Governance
4 3 (16.67%) Visualisation
5 2 (11.11%) Data Modelling
6 1 (5.56%) Analytical Thinking
6 1 (5.56%) Data Analysis
6 1 (5.56%) ETL Development
6 1 (5.56%) Kimball Methodology
6 1 (5.56%) Mathematics
6 1 (5.56%) Performance Monitoring
6 1 (5.56%) Performance Tuning
6 1 (5.56%) SDLC
6 1 (5.56%) Statistics
Programming Languages
1 12 (66.67%) SQL
2 6 (33.33%) T-SQL
3 3 (16.67%) C#
3 3 (16.67%) JavaScript
4 1 (5.56%) Python
4 1 (5.56%) Shell Script
Qualifications
1 2 (11.11%) BPSS Clearance
1 2 (11.11%) Security Cleared
2 1 (5.56%) Degree
2 1 (5.56%) Master's Degree
Quality Assurance & Compliance
1 1 (5.56%) Disclosure Scotland
System Software
1 2 (11.11%) Tivoli Workload Scheduler
Systems Management
1 2 (11.11%) Tivoli
2 1 (5.56%) Systems Management Server (SMS)
Vendors
1 11 (61.11%) Microsoft
2 8 (44.44%) Tableau
3 2 (11.11%) IBM
4 1 (5.56%) Oracle