Period
to 9 December 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 9 December 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
9 Dec 2018
Same period 2017 Same period 2016
Rank 28 53 70
Rank change year-on-year +25 +17 -31
Contract jobs citing ETL 46 26 19
As % of all contract IT jobs advertised in Nottinghamshire 6.31% 2.65% 1.97%
As % of the Processes & Methodologies category 7.54% 3.10% 2.30%
Number of daily rates quoted 36 15 15
Nottinghamshire median daily rate £488 £375 £363
Median daily rate % change year-on-year +30.00% +3.45% -12.12%
10th Percentile £183 £240 £140
90th Percentile £550 £488 £453
East Midlands median daily rate £450 £375 £363
% change year-on-year +20.00% +3.45% -15.94%
Number of hourly rates quoted 0 0 0
Nottinghamshire median hourly rate - - -
East Midlands median hourly rate - £51.25 -

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 610 840 827
As % of all contract IT jobs advertised in Nottinghamshire 83.68% 85.54% 85.88%
Number of daily rates quoted 385 555 445
Nottinghamshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £296 £281 £289
90th Percentile £550 £575 £550
East Midlands median daily rate £401 £388 £400
% change year-on-year +3.46% -3.13% +6.67%
Number of hourly rates quoted 32 31 19
Nottinghamshire median hourly rate £11.65 £14.00 £12.50
Median hourly rate % change year-on-year -16.80% +12.00% -10.39%
10th Percentile £9.03 £9.00 £9.64
90th Percentile £18.64 £28.50 £25.70
East Midlands median hourly rate £14.88 £15.20 £14.00
% change year-on-year -2.11% +8.57% -12.65%

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 9 December 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 9 December 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 +22 44 £488 +28.29% 4
ETL
East Midlands

For the 6 months to 9 December 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 32 (69.57%) SQL
2 29 (63.04%) Python
3 26 (56.52%) Agile Software Development
4 23 (50.00%) Web Services
5 22 (47.83%) Analytical Skills
6 21 (45.65%) Ansible
7 20 (43.48%) Amazon AWS
7 20 (43.48%) Open Source
7 20 (43.48%) Opscode Chef
7 20 (43.48%) Linux
8 19 (41.30%) Relational Database
8 19 (41.30%) Amazon Redshift
8 19 (41.30%) Amazon EMR
8 19 (41.30%) Amazon EC2
8 19 (41.30%) Amazon S3
8 19 (41.30%) NoSQL
8 19 (41.30%) Virtual Private Cloud
8 19 (41.30%) Amazon Glacier
8 19 (41.30%) Amazon Aurora
9 18 (39.13%) Data Analytics
9 18 (39.13%) Analytics
10 17 (36.96%) Splunk
11 13 (28.26%) DevOps
12 12 (26.09%) Task Automation
13 11 (23.91%) Business Continuity
14 9 (19.57%) Big Data
14 9 (19.57%) Finance
14 9 (19.57%) Unix
15 8 (17.39%) Data Warehouse
15 8 (17.39%) Business Intelligence

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:

Application Platforms
1 8 (17.39%) Apache Spark
2 3 (6.52%) JBoss
2 3 (6.52%) Tomcat
Cloud Services
1 20 (43.48%) Amazon AWS
2 19 (41.30%) Amazon EC2
2 19 (41.30%) Amazon EMR
2 19 (41.30%) Amazon Glacier
2 19 (41.30%) Amazon S3
2 19 (41.30%) Virtual Private Cloud
Database & Business Intelligence
1 19 (41.30%) Amazon Aurora
1 19 (41.30%) Amazon Redshift
1 19 (41.30%) NoSQL
1 19 (41.30%) Relational Database
2 9 (19.57%) Big Data
3 8 (17.39%) Amazon RDS
3 8 (17.39%) Cloudera CDH
3 8 (17.39%) Data Warehouse
3 8 (17.39%) Hadoop
3 8 (17.39%) Sqoop
4 7 (15.22%) SQL Server Integration Services
5 6 (13.04%) SQL Server
6 5 (10.87%) Oracle Database
6 5 (10.87%) Oracle Database 11g
6 5 (10.87%) SQL Server Analysis Services
7 4 (8.70%) DB2
8 3 (6.52%) MySQL
9 1 (2.17%) Spotfire
9 1 (2.17%) SQL Server 2016
9 1 (2.17%) SQL Server Reporting Services
Development Applications
1 3 (6.52%) JUnit
1 3 (6.52%) Maven
General
1 9 (19.57%) Finance
2 6 (13.04%) Retail
3 1 (2.17%) Law
3 1 (2.17%) Marketing
3 1 (2.17%) Publishing
Job Titles
1 20 (43.48%) AWS Engineer
2 16 (34.78%) Cloud Engineer
3 10 (21.74%) DevOps Engineer
4 9 (19.57%) AWS DevOps
4 9 (19.57%) AWS DevOps Engineer
5 8 (17.39%) Data Engineer
5 8 (17.39%) Developer
6 7 (15.22%) Data Manager
6 7 (15.22%) Database Engineer
7 6 (13.04%) Administrator
7 6 (13.04%) Hadoop Administrator
8 5 (10.87%) Data Migration Manager
8 5 (10.87%) Migration Manager
9 4 (8.70%) AWS Specialist
9 4 (8.70%) Cloud Specialist
10 3 (6.52%) Cloud Developer
10 3 (6.52%) Java Developer
10 3 (6.52%) Lead Developer
10 3 (6.52%) Lead Java Developer
11 2 (4.35%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 23 (50.00%) Web Services
2 3 (6.52%) .NET
2 3 (6.52%) CSS
2 3 (6.52%) Hibernate
2 3 (6.52%) HTML
2 3 (6.52%) JSP
2 3 (6.52%) Spring
2 3 (6.52%) Struts
2 3 (6.52%) XSD
2 3 (6.52%) XSLT
Miscellaneous
1 22 (47.83%) Analytical Skills
2 5 (10.87%) NHS
Operating Systems
1 20 (43.48%) Linux
2 9 (19.57%) Unix
3 3 (6.52%) Windows
Processes & Methodologies
1 26 (56.52%) Agile Software Development
2 20 (43.48%) Open Source
3 18 (39.13%) Analytics
3 18 (39.13%) Data Analytics
4 13 (28.26%) DevOps
5 12 (26.09%) Task Automation
6 11 (23.91%) Business Continuity
7 8 (17.39%) Business Intelligence
7 8 (17.39%) Data Science
7 8 (17.39%) Use Case
7 8 (17.39%) Visualisation
7 8 (17.39%) Workflow
8 6 (13.04%) Data Analysis
8 6 (13.04%) Migration
9 5 (10.87%) Data Migration
9 5 (10.87%) Data Privacy
9 5 (10.87%) Data Validation
9 5 (10.87%) Matrix Organization
9 5 (10.87%) Procure-to-Pay
9 5 (10.87%) Programme Management
Programming Languages
1 32 (69.57%) SQL
2 29 (63.04%) Python
3 8 (17.39%) Scala
4 6 (13.04%) PL/SQL
5 3 (6.52%) Java
5 3 (6.52%) JavaScript
6 1 (2.17%) T-SQL
Qualifications
1 3 (6.52%) Degree
Quality Assurance & Compliance
1 8 (17.39%) GDPR
2 5 (10.87%) Data Quality
2 5 (10.87%) QA
3 2 (4.35%) ISO 9001
3 2 (4.35%) ISO 9002
3 2 (4.35%) PMO
3 2 (4.35%) TickIT
System Software
1 3 (6.52%) Docker
Systems Management
1 21 (45.65%) Ansible
2 20 (43.48%) Opscode Chef
3 8 (17.39%) Oozie
Vendors
1 17 (36.96%) Splunk
2 8 (17.39%) Cloudera
3 6 (13.04%) Oracle
4 3 (6.52%) Microsoft
5 1 (2.17%) Alteryx
5 1 (2.17%) Informatica
5 1 (2.17%) Tableau
5 1 (2.17%) Talend
5 1 (2.17%) TIBCO