Period
to 19 September 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 19 September 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
19 Sep 2018
Same period 2017 Same period 2016
Rank 38 49 69
Rank change year-on-year +11 +20 -27
Contract jobs citing ETL 35 26 14
As % of all contract IT jobs advertised in Nottinghamshire 4.49% 2.90% 1.40%
As % of the Processes & Methodologies category 5.24% 3.37% 1.59%
Number of daily rates quoted 27 13 11
Nottinghamshire median daily rate £475 £375 £375
Median daily rate % change year-on-year +26.67% - +36.36%
10th Percentile £315 £250 £140
90th Percentile £550 £475 £525
East Midlands median daily rate £425 £408 £425
% change year-on-year +4.29% -4.12% +6.25%
Number of hourly rates quoted 1 0 0
Nottinghamshire median hourly rate £47.50 - -
East Midlands median hourly rate £47.50 £51.25 -
% change year-on-year -7.32% - -

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 668 772 882
As % of all contract IT jobs advertised in Nottinghamshire 85.75% 86.06% 87.94%
Number of daily rates quoted 419 481 478
Nottinghamshire median daily rate £400 £400 £400
10th Percentile £300 £263 £275
90th Percentile £539 £538 £603
East Midlands median daily rate £400 £400 £400
Number of hourly rates quoted 25 29 10
Nottinghamshire median hourly rate £12.23 £13.23 £14.50
Median hourly rate % change year-on-year -7.56% -8.79% -35.91%
10th Percentile £9.31 £9.00 £11.17
90th Percentile £46.50 £27.30 £19.03
East Midlands median hourly rate £15.50 £14.20 £14.25
% change year-on-year +9.15% -0.35% -18.57%

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 19 September 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 19 September 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 +11 32 £481 +32.76% 11
Mansfield - 2 £400 -
ETL
East Midlands

For the 6 months to 19 September 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 29 (82.86%) SQL
2 17 (48.57%) Analytical Skills
3 14 (40.00%) Ansible
3 14 (40.00%) Analytics
3 14 (40.00%) Python
3 14 (40.00%) Data Warehouse
3 14 (40.00%) Business Intelligence
4 13 (37.14%) Web Services
4 13 (37.14%) Data Analytics
4 13 (37.14%) Amazon AWS
4 13 (37.14%) Open Source
4 13 (37.14%) Opscode Chef
5 12 (34.29%) Virtual Private Cloud
5 12 (34.29%) Amazon Glacier
5 12 (34.29%) Relational Database
5 12 (34.29%) Amazon Redshift
5 12 (34.29%) Amazon EC2
5 12 (34.29%) Amazon S3
5 12 (34.29%) Amazon EMR
5 12 (34.29%) NoSQL
5 12 (34.29%) Oracle
5 12 (34.29%) Amazon Aurora
6 11 (31.43%) PL/SQL
6 11 (31.43%) Unix
6 11 (31.43%) Linux
6 11 (31.43%) Splunk
7 10 (28.57%) Agile Software Development
8 9 (25.71%) Oracle Database
9 7 (20.00%) DevOps
9 7 (20.00%) Oracle GoldenGate

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 (2.86%) Microsoft Excel
1 1 (2.86%) Microsoft PowerPoint
Cloud Services
1 13 (37.14%) Amazon AWS
2 12 (34.29%) Amazon EC2
2 12 (34.29%) Amazon EMR
2 12 (34.29%) Amazon Glacier
2 12 (34.29%) Amazon S3
2 12 (34.29%) Virtual Private Cloud
3 2 (5.71%) Microsoft Azure
4 1 (2.86%) Office 365
Communications & Networking
1 7 (20.00%) FTP
1 7 (20.00%) SAN
Database & Business Intelligence
1 14 (40.00%) Data Warehouse
2 12 (34.29%) Amazon Aurora
2 12 (34.29%) Amazon Redshift
2 12 (34.29%) NoSQL
2 12 (34.29%) Relational Database
3 9 (25.71%) Oracle Database
4 7 (20.00%) Oracle BI EE
4 7 (20.00%) QlikView
5 5 (14.29%) SQL Server
6 4 (11.43%) SQL Server Integration Services
6 4 (11.43%) SQLPlus
7 3 (8.57%) Amazon RDS
7 3 (8.57%) Oracle Reports
8 2 (5.71%) Big Data
8 2 (5.71%) MySQL
8 2 (5.71%) Oracle Database 11g
8 2 (5.71%) Spotfire
9 1 (2.86%) BusinessObjects
9 1 (2.86%) DB2
9 1 (2.86%) SQL Server Reporting Services
Development Applications
1 1 (2.86%) JIRA
General
1 3 (8.57%) Retail
2 1 (2.86%) Law
2 1 (2.86%) Publishing
Job Titles
1 13 (37.14%) AWS Engineer
2 11 (31.43%) Cloud Engineer
3 8 (22.86%) Data Engineer
4 7 (20.00%) Data Manager
5 5 (14.29%) Data Migration Manager
5 5 (14.29%) Developer
5 5 (14.29%) Migration Manager
6 4 (11.43%) AWS Specialist
6 4 (11.43%) Business Intelligence Specialist
6 4 (11.43%) Cloud Specialist
6 4 (11.43%) Data Warehouse Specialist
6 4 (11.43%) DevOps Engineer
7 3 (8.57%) AWS DevOps
7 3 (8.57%) AWS DevOps Engineer
8 2 (5.71%) AWS Developer
8 2 (5.71%) Business Intelligence Manager
8 2 (5.71%) Cloud Software Developer
8 2 (5.71%) Data Warehouse Manager
8 2 (5.71%) DevOps Specialist
8 2 (5.71%) Oracle Specialist
Libraries, Frameworks & Software Standards
1 13 (37.14%) Web Services
2 7 (20.00%) Oracle GoldenGate
2 7 (20.00%) Oracle Streams
3 5 (14.29%) XML
4 4 (11.43%) CSS
4 4 (11.43%) HTML
5 1 (2.86%) JSON
Miscellaneous
1 17 (48.57%) Analytical Skills
2 2 (5.71%) NHS
3 1 (2.86%) e-Learning
3 1 (2.86%) Greenfield Project
3 1 (2.86%) Replication
Operating Systems
1 11 (31.43%) Linux
1 11 (31.43%) Unix
2 4 (11.43%) Windows
2 4 (11.43%) Windows Server
2 4 (11.43%) Windows Server 2003
Processes & Methodologies
1 14 (40.00%) Analytics
1 14 (40.00%) Business Intelligence
2 13 (37.14%) Data Analytics
2 13 (37.14%) Open Source
3 10 (28.57%) Agile Software Development
4 7 (20.00%) Data Analysis
4 7 (20.00%) DevOps
5 6 (17.14%) Migration
5 6 (17.14%) Task Automation
6 5 (14.29%) Business Continuity
6 5 (14.29%) Data Migration
6 5 (14.29%) Data Privacy
6 5 (14.29%) Data Strategy
6 5 (14.29%) Data Validation
6 5 (14.29%) GAP Analysis
6 5 (14.29%) Matrix Organization
6 5 (14.29%) Procure-to-Pay
6 5 (14.29%) Programme Management
6 5 (14.29%) Validation
7 3 (8.57%) Prototyping
Programming Languages
1 29 (82.86%) SQL
2 14 (40.00%) Python
3 11 (31.43%) PL/SQL
4 4 (11.43%) JavaScript
5 2 (5.71%) T-SQL
6 1 (2.86%) Bash Shell
Quality Assurance & Compliance
1 6 (17.14%) Data Quality
2 5 (14.29%) QA
3 2 (5.71%) ISO 9001
3 2 (5.71%) ISO 9002
3 2 (5.71%) PMO
3 2 (5.71%) TickIT
System Software
1 2 (5.71%) Docker
Systems Management
1 14 (40.00%) Ansible
2 13 (37.14%) Opscode Chef
Vendors
1 12 (34.29%) Oracle
2 11 (31.43%) Splunk
3 4 (11.43%) Tableau
4 3 (8.57%) Alteryx
5 2 (5.71%) Informatica
5 2 (5.71%) Microsoft
5 2 (5.71%) Talend
5 2 (5.71%) TIBCO
6 1 (2.86%) SAP