Period
to 23 June 2018

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 June 2018 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 > Nottinghamshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 60 43 62
Rank change year-on-year -17 +19 -27
Contract jobs citing ETL 19 26 16
As % of all contract IT jobs advertised in Nottinghamshire 2.18% 3.25% 1.53%
As % of the Processes & Methodologies category 2.47% 3.73% 1.77%
Number of daily rates quoted 10 16 11
Nottinghamshire median daily rate £400 £313 £450
Median daily rate % change year-on-year +28.00% -30.56% +181.25%
10th Percentile £165 £198 £300
90th Percentile £453 £419 £550
East Midlands median daily rate £404 £400 £425
% change year-on-year +0.94% -5.88% +21.43%
Number of hourly rates quoted 1 0 0
Nottinghamshire median hourly rate £47.50 - -
East Midlands median hourly rate £47.50 £19.00 -
% change year-on-year +150.00% - -

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Contract vacancies with a requirement for process or methodology skills 770 697 906
As % of all contract IT jobs advertised in Nottinghamshire 88.30% 87.02% 86.62%
Number of daily rates quoted 456 420 476
Nottinghamshire median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% +6.67%
10th Percentile £269 £255 £248
90th Percentile £550 £535 £625
East Midlands median daily rate £400 £400 £390
% change year-on-year - +2.56% +5.41%
Number of hourly rates quoted 22 14 16
Nottinghamshire median hourly rate £14.75 £15.43 £15.00
Median hourly rate % change year-on-year -4.38% +2.83% -25.00%
10th Percentile £10.03 £10.38 £12.25
90th Percentile £47.25 £24.57 £19.38
East Midlands median hourly rate £17.50 £16.03 £16.00
% change year-on-year +9.20% +0.16% -5.40%

ETL
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for ETL in Nottinghamshire

ETL
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for ETL in Nottinghamshire

ETL
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing ETL in Nottinghamshire over the 6 months to 23 June 2018.

Contractor daily rate histogram for ETL in Nottinghamshire

ETL
Contract Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Nottinghamshire region over the 6 months to 23 June 2018. 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
Nottingham -14 13 £429 +42.92% 6
Mansfield - 2 £400 -
ETL
East Midlands

For the 6 months to 23 June 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Nottinghamshire region with a requirement for ETL.

1 18 (94.74%) Business Intelligence
2 15 (78.95%) SQL
2 15 (78.95%) Oracle
3 14 (73.68%) Data Warehouse
4 12 (63.16%) PL/SQL
4 12 (63.16%) Analytical Skills
5 11 (57.89%) Oracle Database
6 7 (36.84%) QlikView
6 7 (36.84%) Oracle Streams
6 7 (36.84%) FTP
6 7 (36.84%) Oracle BI EE
6 7 (36.84%) Oracle GoldenGate
6 7 (36.84%) SQL Server
6 7 (36.84%) Unix
6 7 (36.84%) Linux
6 7 (36.84%) SAN
6 7 (36.84%) Retail
7 6 (31.58%) Oracle Reports
7 6 (31.58%) Analytics
8 5 (26.32%) Tableau
8 5 (26.32%) Problem-Solving
8 5 (26.32%) XML
8 5 (26.32%) Microsoft
8 5 (26.32%) SQL Server Integration Services
9 4 (21.05%) NHS
9 4 (21.05%) Windows Server 2003
9 4 (21.05%) SQLPlus
9 4 (21.05%) Windows
9 4 (21.05%) CSS
9 4 (21.05%) HTML

ETL
Co-occurring IT Skills in Nottinghamshire 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:

Applications
1 1 (5.26%) Microsoft Excel
1 1 (5.26%) Microsoft PowerPoint
Business Applications
1 2 (10.53%) Oracle Financials
Cloud Services
1 2 (10.53%) Microsoft Azure
2 1 (5.26%) Office 365
Communications & Networking
1 7 (36.84%) FTP
1 7 (36.84%) SAN
Database & Business Intelligence
1 14 (73.68%) Data Warehouse
2 11 (57.89%) Oracle Database
3 7 (36.84%) Oracle BI EE
3 7 (36.84%) QlikView
3 7 (36.84%) SQL Server
4 6 (31.58%) Oracle Reports
5 5 (26.32%) SQL Server Integration Services
6 4 (21.05%) Oracle Database 11g
6 4 (21.05%) SQLPlus
7 3 (15.79%) Big Data
7 3 (15.79%) SQL Server Analysis Services
8 2 (10.53%) Data Lake
8 2 (10.53%) Hadoop
8 2 (10.53%) Power BI
9 1 (5.26%) BusinessObjects
9 1 (5.26%) Qlik Sense
9 1 (5.26%) Spotfire
9 1 (5.26%) SQL Server Reporting Services
Development Applications
1 1 (5.26%) JIRA
General
1 7 (36.84%) Retail
2 2 (10.53%) Finance
2 2 (10.53%) Manufacturing
Job Titles
1 5 (26.32%) Developer
2 4 (21.05%) Business Intelligence Developer
2 4 (21.05%) Business Intelligence Specialist
2 4 (21.05%) Data Warehouse Specialist
3 3 (15.79%) Analyst
3 3 (15.79%) ETL Developer
3 3 (15.79%) SSAS Developer
3 3 (15.79%) SSIS Developer
4 2 (10.53%) Architect
4 2 (10.53%) Business Analyst
4 2 (10.53%) Business Intelligence Analyst
4 2 (10.53%) Business Intelligence Architect
4 2 (10.53%) Business Intelligence Business Analyst
4 2 (10.53%) Business Intelligence Lead
4 2 (10.53%) Lead Developer
4 2 (10.53%) Oracle Specialist
4 2 (10.53%) Team Leader
4 2 (10.53%) Technical Specialist
5 1 (5.26%) Business Intelligence Manager
5 1 (5.26%) Data Warehouse Manager
Libraries, Frameworks & Software Standards
1 7 (36.84%) Oracle GoldenGate
1 7 (36.84%) Oracle Streams
2 5 (26.32%) XML
3 4 (21.05%) CSS
3 4 (21.05%) HTML
4 1 (5.26%) JSON
4 1 (5.26%) OLE
Miscellaneous
1 12 (63.16%) Analytical Skills
2 4 (21.05%) NHS
3 2 (10.53%) Management Information System
4 1 (5.26%) e-Learning
4 1 (5.26%) Greenfield Project
4 1 (5.26%) Replication
Operating Systems
1 7 (36.84%) Linux
1 7 (36.84%) Unix
2 4 (21.05%) Windows
2 4 (21.05%) Windows Server
2 4 (21.05%) Windows Server 2003
Processes & Methodologies
1 18 (94.74%) Business Intelligence
2 6 (31.58%) Analytics
3 5 (26.32%) Problem-Solving
4 3 (15.79%) Coaching
4 3 (15.79%) Collaborative Working
4 3 (15.79%) Data Modelling
4 3 (15.79%) E-Commerce
4 3 (15.79%) Line Management
4 3 (15.79%) Mentoring
4 3 (15.79%) Prototyping
5 2 (10.53%) Business Analysis
5 2 (10.53%) Data Integration
5 2 (10.53%) ERP
5 2 (10.53%) Visualisation
6 1 (5.26%) Dashboard Development
6 1 (5.26%) Data Analytics
6 1 (5.26%) Data Architecture
6 1 (5.26%) High Availability
6 1 (5.26%) Performance Monitoring
6 1 (5.26%) Waterfall
Programming Languages
1 15 (78.95%) SQL
2 12 (63.16%) PL/SQL
3 4 (21.05%) JavaScript
4 2 (10.53%) Data Analysis Expressions (DAX)
5 1 (5.26%) Bash Shell
5 1 (5.26%) T-SQL
Quality Assurance & Compliance
1 3 (15.79%) PMO
2 1 (5.26%) Data Quality
2 1 (5.26%) ISO 9001
2 1 (5.26%) ISO 9002
2 1 (5.26%) TickIT
Vendors
1 15 (78.95%) Oracle
2 5 (26.32%) Microsoft
2 5 (26.32%) Tableau
3 2 (10.53%) Alteryx
3 2 (10.53%) MapR
4 1 (5.26%) Informatica
4 1 (5.26%) SAP
4 1 (5.26%) Talend
4 1 (5.26%) TIBCO