Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Derbyshire 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 18 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)
East Midlands > Derbyshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 52 43 47
Rank change year-on-year -9 +4 -2
Contract jobs citing ETL 9 9 11
As % of all contract IT jobs advertised in Derbyshire 1.61% 1.65% 2.06%
As % of the Processes & Methodologies category 1.92% 2.16% 2.71%
Number of daily rates quoted 3 6 7
Derbyshire median daily rate £408 £344 £400
Median daily rate % change year-on-year +18.55% -14.06% +33.33%
10th Percentile £401 £305 £388
90th Percentile £411 £413 £438
East Midlands median daily rate £384 £363 £439
% change year-on-year +5.86% -17.38% +16.61%
Number of hourly rates quoted 1 0 0
Derbyshire median hourly rate £51.25 - -
East Midlands median hourly rate £46.88 - -

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 Derbyshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Derbyshire
Contract vacancies with a requirement for process or methodology skills 468 417 406
As % of all contract IT jobs advertised in Derbyshire 83.57% 76.51% 76.03%
Number of daily rates quoted 306 255 243
Derbyshire median daily rate £388 £375 £373
Median daily rate % change year-on-year +3.33% +0.67% +7.97%
10th Percentile £229 £200 £215
90th Percentile £518 £571 £498
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 23 15 10
Derbyshire median hourly rate £27.30 £13.00 £12.50
Median hourly rate % change year-on-year +110.00% +4.00% +15.39%
10th Percentile £12.93 £8.33 £7.70
90th Percentile £51.18 £42.95 £28.80
East Midlands median hourly rate £15.50 £14.00 £16.50
% change year-on-year +10.71% -15.15% +6.45%

ETL
Job Vacancy Trend in Derbyshire

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

Job vacancy trend for ETL in Derbyshire

ETL
Contractor Daily Rate Trend in Derbyshire

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

Contractor daily rate trend for ETL in Derbyshire

ETL
Contractor Hourly Rate Trend in Derbyshire

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

Contractor hourly rate trend for ETL in Derbyshire

ETL
Contract Job Locations in Derbyshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Derbyshire region over the 6 months to 18 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
Derby -11 7 £408 +18.55%
ETL
East Midlands

For the 6 months to 18 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 Derbyshire region with a requirement for ETL.

1 9 (100.00%) SQL
2 6 (66.67%) SQL Server
2 6 (66.67%) Business Intelligence
3 5 (55.56%) Stakeholder Management
3 5 (55.56%) SQL Server Integration Services
3 5 (55.56%) Power BI
4 4 (44.44%) Data Analysis Expressions (DAX)
4 4 (44.44%) Dashboard Development
4 4 (44.44%) MDX
4 4 (44.44%) SQL Server Analysis Services
4 4 (44.44%) SQL Server Reporting Services
4 4 (44.44%) SharePoint
4 4 (44.44%) T-SQL
5 2 (22.22%) VBA
5 2 (22.22%) Oracle
5 2 (22.22%) IIS
5 2 (22.22%) ITIL
5 2 (22.22%) Linux
5 2 (22.22%) Python
5 2 (22.22%) Internet
5 2 (22.22%) Agile Software Development
5 2 (22.22%) SC Cleared
5 2 (22.22%) Security Cleared
5 2 (22.22%) PowerShell
5 2 (22.22%) Microsoft Azure
5 2 (22.22%) DevOps
5 2 (22.22%) Analytics
5 2 (22.22%) Enterprise Software
6 1 (11.11%) Luigi
6 1 (11.11%) Greenfield Project

ETL
Co-occurring IT Skills in Derbyshire 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 4 (44.44%) SharePoint
2 2 (22.22%) IIS
3 1 (11.11%) Luigi
3 1 (11.11%) MQSeries
3 1 (11.11%) Oracle Workflow
Cloud Services
1 2 (22.22%) Microsoft Azure
Communications & Networking
1 2 (22.22%) Internet
Database & Business Intelligence
1 6 (66.67%) SQL Server
2 5 (55.56%) Power BI
2 5 (55.56%) SQL Server Integration Services
3 4 (44.44%) SQL Server Analysis Services
3 4 (44.44%) SQL Server Reporting Services
4 1 (11.11%) Data Mining
4 1 (11.11%) Data Warehouse
4 1 (11.11%) NoSQL
4 1 (11.11%) QlikView
4 1 (11.11%) Text Mining
General
1 1 (11.11%) Aerospace
1 1 (11.11%) Finance
1 1 (11.11%) Pharmaceutical
1 1 (11.11%) Retail
Job Titles
1 4 (44.44%) Business Intelligence Developer
1 4 (44.44%) Developer
1 4 (44.44%) Power BI Developer
2 2 (22.22%) Analyst
2 2 (22.22%) Applications Support
2 2 (22.22%) Applications Support Analyst
2 2 (22.22%) Data Engineer
2 2 (22.22%) Support Analyst
3 1 (11.11%) Data Modeller
Libraries, Frameworks & Software Standards
1 4 (44.44%) MDX
2 1 (11.11%) Natural Language Processing
Miscellaneous
1 2 (22.22%) Enterprise Software
2 1 (11.11%) Analytical Skills
2 1 (11.11%) Greenfield Project
Operating Systems
1 2 (22.22%) Linux
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 5 (55.56%) Stakeholder Management
3 4 (44.44%) Dashboard Development
4 2 (22.22%) Agile Software Development
4 2 (22.22%) Analytics
4 2 (22.22%) DevOps
4 2 (22.22%) ITIL
5 1 (11.11%) Analytical Thinking
5 1 (11.11%) Data Analysis
5 1 (11.11%) Data Analytics
5 1 (11.11%) Data Cleansing
5 1 (11.11%) Data Modelling
5 1 (11.11%) Data Visualisation
5 1 (11.11%) Machine Learning
5 1 (11.11%) Performance Monitoring
5 1 (11.11%) Stakeholder Engagement
5 1 (11.11%) Visualisation
5 1 (11.11%) Workflow
Programming Languages
1 9 (100.00%) SQL
2 4 (44.44%) Data Analysis Expressions (DAX)
2 4 (44.44%) T-SQL
3 2 (22.22%) PowerShell
3 2 (22.22%) Python
3 2 (22.22%) VBA
Qualifications
1 2 (22.22%) SC Cleared
1 2 (22.22%) Security Cleared
2 1 (11.11%) Computer Science Degree
2 1 (11.11%) Degree
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
1 1 (11.11%) SLA
Vendors
1 2 (22.22%) Oracle
2 1 (11.11%) IBM
2 1 (11.11%) Microsoft
2 1 (11.11%) Tableau