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 3 months to 28 March 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)
England / East Midlands
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 72 57 57
Rank change year-on-year -15 0  
Contract jobs citing ETL 29 36 42
As % of all contract IT jobs advertised in the East Midlands 1.94% 2.21% 2.51%
As % of the Processes & Methodologies category 2.43% 2.75% 3.28%
Number of daily rates quoted 15 27 19
Median daily rate £350 £425 £320
Median daily rate % change year-on-year -17.64% +32.81%  
90% offered a daily rate of more than £293 £340 £143
10% offered a daily rate of more than £540 £485 £450
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
East Midlands
Contract job vacancies with a requirement for process and methodology skills 1195 1308 1281
As % of all contract IT job vacancies advertised in the East Midlands 79.77% 80.15% 76.48%
Number of daily rates quoted 749 803 732
Median daily rate £388 £388 £375
Median daily rate % change year-on-year - +3.33%  
90% offered a daily rate of more than £250 £250 £225
10% offered a daily rate of more than £540 £550 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 26 29 43
Median hourly rate £21.80 £27.50 £16.00
Median hourly rate % change year-on-year -20.72% +71.87%  
90% offered a hourly rate of more than £12.38 £12.00 £12.50
10% offered a hourly rate of more than £50.00 £43.50 £25.00
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

ETL
Job Vacancy Trend in the East Midlands

The job posting trend of jobs advertised in the East Midlands citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 March 2017.

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
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 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +11 11 £313 -34.21% 2
Northamptonshire -8 6 £540 +30.90% 3
Derbyshire -6 3 £425 +13.33% 4
Leicestershire -2 1 £350 +7.69% 2
Lincolnshire - 1 £400 - 1
ETL
England

For the 6 months to 28 March 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 East Midlands region with a requirement for ETL.

1 60 (68.18%) SQL
2 39 (44.32%) SQL Server Integration Services
3 28 (31.82%) Data Warehouse
4 26 (29.55%) Business Intelligence
4 26 (29.55%) Microsoft
4 26 (29.55%) Migration
5 25 (28.41%) SQL Server
6 23 (26.14%) Oracle
7 22 (25.00%) Informatica
8 21 (23.86%) Data Modelling
9 18 (20.45%) Finance
10 17 (19.32%) Data Cleansing
11 16 (18.18%) SQL Server Analysis Services
11 16 (18.18%) PL/SQL
12 15 (17.05%) SQL Server Reporting Services
13 14 (15.91%) Data Management
13 14 (15.91%) Data Migration
14 13 (14.77%) Agile Software Development
14 13 (14.77%) Mainframe
15 12 (13.64%) Analytics
16 11 (12.50%) MS PowerPoint
16 11 (12.50%) C#
17 9 (10.23%) Banking
17 9 (10.23%) .NET
17 9 (10.23%) QA
17 9 (10.23%) SQL Server 2012
18 8 (9.09%) Test Scripting
18 8 (9.09%) T-SQL
18 8 (9.09%) Validation
18 8 (9.09%) Power BI

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 4 (4.55%) Apache Spark
1 4 (4.55%) SAS
2 2 (2.27%) SharePoint
3 1 (1.14%) BizTalk Server
3 1 (1.14%) CICS
3 1 (1.14%) Confluence
Applications
1 11 (12.50%) MS PowerPoint
2 2 (2.27%) MS Office
3 1 (1.14%) MS Excel
Business Applications
1 3 (3.41%) Oracle EBS
2 2 (2.27%) Oracle EBS R12
3 1 (1.14%) Infor M3
3 1 (1.14%) Oracle Applications
3 1 (1.14%) Oracle Financials
3 1 (1.14%) SAP ERP
3 1 (1.14%) Unit4 Business World
Cloud Services
1 5 (5.68%) Microsoft Azure
2 4 (4.55%) IaaS
2 4 (4.55%) PaaS
2 4 (4.55%) SaaS
Communications & Networking
1 1 (1.14%) Firewall
1 1 (1.14%) Internet
Database & Business Intelligence
1 39 (44.32%) SQL Server Integration Services
2 28 (31.82%) Data Warehouse
3 25 (28.41%) SQL Server
4 16 (18.18%) SQL Server Analysis Services
5 15 (17.05%) SQL Server Reporting Services
6 9 (10.23%) SQL Server 2012
7 8 (9.09%) Power BI
8 7 (7.95%) NoSQL
9 6 (6.82%) Hadoop
9 6 (6.82%) Microsoft Analysis Services
10 5 (5.68%) MongoDB
11 4 (4.55%) Apache Cassandra
11 4 (4.55%) Data Lake
11 4 (4.55%) HDInsight
11 4 (4.55%) InfluxDB
11 4 (4.55%) OpenTSDB
11 4 (4.55%) Oracle Database
11 4 (4.55%) Oracle Database 11g
11 4 (4.55%) PowerCenter
11 4 (4.55%) SQL Server 2016
Development Applications
1 4 (4.55%) Talend Open Studio
2 2 (2.27%) Git (software)
2 2 (2.27%) Team Foundation Server
3 1 (1.14%) ChangeMan
3 1 (1.14%) Cucumber
3 1 (1.14%) Jenkins
3 1 (1.14%) JIRA
3 1 (1.14%) Octopus Deploy
3 1 (1.14%) SQL Server Management Studio (SSMS)
General
1 18 (20.45%) Finance
2 9 (10.23%) Banking
3 6 (6.82%) Aerospace
4 3 (3.41%) Marketing
5 2 (2.27%) Advertising
5 2 (2.27%) Legal
5 2 (2.27%) Manufacturing
5 2 (2.27%) Retail
6 1 (1.14%) Back Office
6 1 (1.14%) Pharmaceutical
6 1 (1.14%) Retail Banking
Job Titles
1 36 (40.91%) Developer
2 26 (29.55%) Analyst
3 23 (26.14%) ETL Developer
4 19 (21.59%) Data Analyst
5 15 (17.05%) SQL Developer
6 14 (15.91%) Informatica Developer
7 13 (14.77%) Business Data Analyst
8 11 (12.50%) Informatica ETL Developer
9 10 (11.36%) Business Intelligence Developer
9 10 (11.36%) SSIS Developer
10 8 (9.09%) SQL BI Developer
11 6 (6.82%) Junior
11 6 (6.82%) Junior Analyst
11 6 (6.82%) Junior Data Analyst
12 5 (5.68%) Data Warehouse Developer
12 5 (5.68%) Graduate
12 5 (5.68%) Graduate Analyst
12 5 (5.68%) Graduate Data Analyst
13 4 (4.55%) Data Engineer
13 4 (4.55%) SSAS Developer
Libraries, Frameworks & Software Standards
1 9 (10.23%) .NET
2 4 (4.55%) JSON
2 4 (4.55%) Web Services
2 4 (4.55%) XML
3 2 (2.27%) MDX
4 1 (1.14%) D3.js
4 1 (1.14%) Middleware
4 1 (1.14%) RabbitMQ
Miscellaneous
1 13 (14.77%) Mainframe
2 4 (4.55%) Management Information System
3 3 (3.41%) Analytical Skills
4 2 (2.27%) Data Structures
5 1 (1.14%) Credit Risk
5 1 (1.14%) FMCG
5 1 (1.14%) IBM Mainframe
5 1 (1.14%) NHS
5 1 (1.14%) Taxonomies
5 1 (1.14%) VSAM
Operating Systems
1 5 (5.68%) Linux
2 4 (4.55%) Windows
3 3 (3.41%) Unix
Processes & Methodologies
1 26 (29.55%) Business Intelligence
1 26 (29.55%) Migration
2 21 (23.86%) Data Modelling
3 17 (19.32%) Data Cleansing
4 14 (15.91%) Data Management
4 14 (15.91%) Data Migration
5 13 (14.77%) Agile Software Development
6 12 (13.64%) Analytics
7 8 (9.09%) Test Scripting
7 8 (9.09%) Validation
8 6 (6.82%) Business Analysis
8 6 (6.82%) ERP
8 6 (6.82%) Project Management
9 5 (5.68%) Logical Data Model
9 5 (5.68%) Mentoring
10 4 (4.55%) Data Validation
10 4 (4.55%) Kimball Methodology
10 4 (4.55%) Master Data Management
10 4 (4.55%) Performance Monitoring
10 4 (4.55%) Process Improvement
Programming Languages
1 60 (68.18%) SQL
2 16 (18.18%) PL/SQL
3 11 (12.50%) C#
4 8 (9.09%) T-SQL
5 5 (5.68%) PowerShell
5 5 (5.68%) R
6 4 (4.55%) Python
7 3 (3.41%) VB.NET
8 2 (2.27%) Java
9 1 (1.14%) COBOL
9 1 (1.14%) Data Analysis Expressions (DAX)
9 1 (1.14%) JavaScript
9 1 (1.14%) VB
Qualifications
1 5 (5.68%) Degree
2 3 (3.41%) Security Cleared
3 2 (2.27%) SC Cleared
Quality Assurance & Compliance
1 9 (10.23%) QA
2 6 (6.82%) Data Quality
Systems Management
1 3 (3.41%) Tivoli
1 3 (3.41%) Tivoli Monitoring
Vendors
1 26 (29.55%) Microsoft
2 23 (26.14%) Oracle
3 22 (25.00%) Informatica
4 5 (5.68%) IBM
5 4 (4.55%) MuleSoft
5 4 (4.55%) Tableau
5 4 (4.55%) Talend
6 3 (3.41%) Salesforce.com
6 3 (3.41%) SAP
7 2 (2.27%) Infor
8 1 (1.14%) RedPrairie
8 1 (1.14%) Teradata
8 1 (1.14%) TIBCO
Nottingham, Nottinghamshire
The Bridge Ltd
Rate: £250 per day 6 months
Posted: 6 days ago
Chesterfield, Derbyshire
Sopra Steria Recruitment
Rate: £Negotiable/Flexible
Posted: 4 days ago
Derby, Derbyshire
AMS contingency
Posted: 26 days ago
Derby, Derbyshire
AMS contingency
Posted: 25 days ago