Period
to 24 February 2018

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 24 February 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)
England > East Midlands
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 80 65 50
Rank change year-on-year -15 -15 +11
Contract jobs citing ETL 64 84 111
As % of all contract IT jobs advertised in the East Midlands 2.14% 2.67% 3.52%
As % of the Processes & Methodologies category 2.56% 3.28% 4.47%
Number of daily rates quoted 51 58 81
East Midlands median daily rate £338 £363 £425
Median daily rate % change year-on-year -6.90% -14.71% +6.25%
10th Percentile £256 £225 £338
90th Percentile £500 £479 £563
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 3 0 0
East Midlands median hourly rate £51.25 - -
England median hourly rate £55.00 £40.00 £50.50
% change year-on-year +37.50% -20.79% +32.03%

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,501 2,564 2,484
As % of all contract IT jobs advertised in the East Midlands 83.53% 81.58% 78.86%
Number of daily rates quoted 1,578 1,632 1,559
East Midlands median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +3.81%
10th Percentile £238 £213 £238
90th Percentile £560 £550 £532
England median daily rate £455 £438 £425
% change year-on-year +4.00% +2.94% +4.94%
Number of hourly rates quoted 92 77 75
East Midlands median hourly rate £16.75 £15.75 £16.06
Median hourly rate % change year-on-year +6.35% -1.90% -1.20%
10th Percentile £10.03 £10.50 £10.55
90th Percentile £50.70 £38.75 £40.00
England median hourly rate £24.30 £25.00 £23.50
% change year-on-year -2.82% +6.38% +16.05%

ETL
Job Vacancy Trend in the East Midlands

Job postings citing ETL as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for ETL in the East Midlands

ETL
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for ETL in the East Midlands

ETL
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing ETL in the East Midlands over the 6 months to 24 February 2018.

Contractor daily rate histogram for ETL in the East Midlands

ETL
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for ETL in the East Midlands

ETL
Contractor Hourly Rate Histogram in the East Midlands

The hourly rate distribution of IT jobs citing ETL in the East Midlands over the 6 months to 24 February 2018.

Contractor hourly rate histogram for ETL in the East Midlands

ETL
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 24 February 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
Nottinghamshire -1 19 £338 -1.82% 4
Derbyshire +7 17 £450 +14.29% 2
Northamptonshire -16 15 £315 -10.00% 1
Leicestershire +4 6 £375 +7.14% 3
ETL
England

For the 6 months to 24 February 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 East Midlands region with a requirement for ETL.

1 38 (59.38%) SQL
2 35 (54.69%) Data Warehouse
3 29 (45.31%) Oracle
4 28 (43.75%) SQL Server
5 26 (40.63%) SQL Server Integration Services
6 22 (34.38%) Business Intelligence
7 18 (28.13%) Data Quality
8 16 (25.00%) Informatica
8 16 (25.00%) Python
9 15 (23.44%) Analytics
10 14 (21.88%) Manufacturing
10 14 (21.88%) Migration
10 14 (21.88%) Agile Software Development
11 13 (20.31%) User Acceptance Testing
11 13 (20.31%) PowerCenter
12 12 (18.75%) Big Data
12 12 (18.75%) Data Modelling
12 12 (18.75%) Data Migration
13 11 (17.19%) Data Analytics
13 11 (17.19%) Analytical Skills
13 11 (17.19%) Data Engineering
14 10 (15.63%) Apache Spark
14 10 (15.63%) Oracle Database
14 10 (15.63%) R
14 10 (15.63%) Security Cleared
14 10 (15.63%) PLM
14 10 (15.63%) SQL Server Analysis Services
14 10 (15.63%) PL/SQL
14 10 (15.63%) Java
15 9 (14.06%) Microsoft

ETL
Co-occurring IT Skills in the East Midlands 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 10 (15.63%) Apache Spark
2 2 (3.13%) SharePoint
3 1 (1.56%) Luigi
Applications
1 2 (3.13%) Microsoft Excel
2 1 (1.56%) Microsoft PowerPoint
Business Applications
1 2 (3.13%) Oracle EBS
1 2 (3.13%) Oracle EBS R12
1 2 (3.13%) Oracle ERP
1 2 (3.13%) Oracle Financials
Cloud Services
1 1 (1.56%) Cloud Computing
1 1 (1.56%) Microsoft Azure
Communications & Networking
1 2 (3.13%) FTP
1 2 (3.13%) Internet
Database & Business Intelligence
1 35 (54.69%) Data Warehouse
2 28 (43.75%) SQL Server
3 26 (40.63%) SQL Server Integration Services
4 13 (20.31%) PowerCenter
5 12 (18.75%) Big Data
6 10 (15.63%) Oracle Database
6 10 (15.63%) SQL Server Analysis Services
7 8 (12.50%) Oracle Database 11g
8 7 (10.94%) Power BI
9 5 (7.81%) Oracle Reports
9 5 (7.81%) RDBMS
9 5 (7.81%) Relational Database
9 5 (7.81%) SQL Server 2012
9 5 (7.81%) SQL Server Reporting Services
10 4 (6.25%) SQL Server 2014
11 3 (4.69%) Data Mining
12 2 (3.13%) Data Lake
12 2 (3.13%) Enterprise Data Warehouse
12 2 (3.13%) NoSQL
12 2 (3.13%) Oracle ODI
Development Applications
1 3 (4.69%) Subversion
2 2 (3.13%) Git (software)
2 2 (3.13%) Jenkins
2 2 (3.13%) JIRA
2 2 (3.13%) SQL Server Management Studio (SSMS)
2 2 (3.13%) Visual Studio
3 1 (1.56%) Team Foundation Server
3 1 (1.56%) Toad
3 1 (1.56%) TortoiseSVN
General
1 14 (21.88%) Manufacturing
2 8 (12.50%) Retail
3 5 (7.81%) Finance
4 4 (6.25%) Aerospace
5 3 (4.69%) Pharmaceutical
6 1 (1.56%) Legal
6 1 (1.56%) Telecoms
Job Titles
1 20 (31.25%) Developer
2 13 (20.31%) Analyst
2 13 (20.31%) Data Engineer
3 11 (17.19%) Business Intelligence Developer
3 11 (17.19%) ETL Developer
4 9 (14.06%) Architect
4 9 (14.06%) SQL Developer
5 7 (10.94%) SQL Server Developer
5 7 (10.94%) SSIS Developer
6 6 (9.38%) Data Analyst
6 6 (9.38%) SSAS Developer
7 5 (7.81%) Database Developer
7 5 (7.81%) SQL Database Developer
8 4 (6.25%) Data Manager
8 4 (6.25%) SQL BI Developer
9 3 (4.69%) Business Intelligence Lead
9 3 (4.69%) Informatica Architect
9 3 (4.69%) Integration Developer
9 3 (4.69%) Migration Analyst
9 3 (4.69%) Power BI Developer
Libraries, Frameworks & Software Standards
1 3 (4.69%) MDX
2 2 (3.13%) Ajax
2 2 (3.13%) JMS
2 2 (3.13%) Spring
2 2 (3.13%) XML
2 2 (3.13%) XSL
2 2 (3.13%) XSLT
3 1 (1.56%) Middleware
3 1 (1.56%) Natural Language Processing
3 1 (1.56%) OLE
3 1 (1.56%) Oracle GoldenGate
Miscellaneous
1 11 (17.19%) Analytical Skills
2 4 (6.25%) Data Structures
2 4 (6.25%) Management Information System
2 4 (6.25%) NHS
3 3 (4.69%) Replication
4 1 (1.56%) Computer Science
4 1 (1.56%) Greenfield Project
Processes & Methodologies
1 22 (34.38%) Business Intelligence
2 15 (23.44%) Analytics
3 14 (21.88%) Agile Software Development
3 14 (21.88%) Migration
4 13 (20.31%) User Acceptance Testing
5 12 (18.75%) Data Migration
5 12 (18.75%) Data Modelling
6 11 (17.19%) Data Analytics
6 11 (17.19%) Data Engineering
7 10 (15.63%) PLM
8 8 (12.50%) CRM
8 8 (12.50%) ERP
9 7 (10.94%) Performance Tuning
10 6 (9.38%) ITIL
10 6 (9.38%) Line Management
11 5 (7.81%) Dimensional Modelling
11 5 (7.81%) ETL Development
11 5 (7.81%) Mentoring
11 5 (7.81%) Waterfall
12 4 (6.25%) Kimball Methodology
Programming Languages
1 38 (59.38%) SQL
2 16 (25.00%) Python
3 10 (15.63%) Java
3 10 (15.63%) PL/SQL
3 10 (15.63%) R
4 5 (7.81%) Data Analysis Expressions (DAX)
4 5 (7.81%) T-SQL
5 4 (6.25%) C#
6 3 (4.69%) C++
6 3 (4.69%) Perl
7 2 (3.13%) C
7 2 (3.13%) PHP
8 1 (1.56%) Shell Script
Qualifications
1 10 (15.63%) Security Cleared
2 7 (10.94%) SC Cleared
3 3 (4.69%) ISTQB
3 3 (4.69%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 18 (28.13%) Data Quality
2 3 (4.69%) PMO
3 2 (3.13%) 21 CFR Part 11
3 2 (3.13%) CDISC
3 2 (3.13%) GxP
3 2 (3.13%) HL7
4 1 (1.56%) GDPR
4 1 (1.56%) ISO 9001
4 1 (1.56%) ISO 9002
4 1 (1.56%) QA
4 1 (1.56%) TickIT
System Software
1 1 (1.56%) Oracle RAC
Systems Management
1 2 (3.13%) Systems Management Server (SMS)
2 1 (1.56%) Data Guard
2 1 (1.56%) Enterprise Manager Cloud Control
2 1 (1.56%) Oracle Enterprise Manager
Vendors
1 29 (45.31%) Oracle
2 16 (25.00%) Informatica
3 9 (14.06%) Microsoft
4 5 (7.81%) Tableau
5 2 (3.13%) MapR
5 2 (3.13%) PeopleSoft
6 1 (1.56%) Salesforce.com
6 1 (1.56%) SAP