The table below looks at the statistics for ETL skills in IT contracts advertised for the East Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 62 58 65
Rank change year-on-year
-4 +7
Contract jobs citing ETL 38 40 26
As % of all contract IT jobs located in the East Midlands 2.39% 2.52% 1.71%
As % of the Processes & Methodologies category 3.00% 3.22% 2.31%
Number of daily rates quoted 30 31 12
Median daily rate £405 £425 £361
Median daily rate % change year-on-year
-4.70% +17.64%
90% offered a daily rate of more than £320 £160 £278
10% offered a daily rate of more than £578 £475 £425
UK excluding London median daily rate £400 £400 £370
% change year-on-year
- +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £29.50 £67.00
% change year-on-year
+49.15% -55.97%
ETL
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the East Midlands region.

Processes & Methodologies Category
East Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
1267 1241 1126
As % of all contract IT jobs located in the East Midlands 79.84% 78.05% 74.23%
Number of daily rates quoted 790 764 604
Median daily rate £408 £375 £400
Median daily rate % change year-on-year
+8.66% -6.25%
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 25 45 51
Median hourly rate £15.25 £19.08 £17.50
Median hourly rate % change year-on-year
-20.07% +9.02%
90% offered a hourly rate of more than £8.91 £11.21 £9.96
10% offered a hourly rate of more than £41.50 £45.00 £37.50
UK excluding London median hourly rate £29.53 £32.54 £25.75
% change year-on-year
-9.26% +26.36%

ETL
Jobs Demand Trend in the East Midlands

The demand trend of contract jobs across the East Midlands region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the East Midlands

ETL
Daily Rate Trend in the East Midlands

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

ETL Daily Rate Trend in the East Midlands

ETL
Daily Rate Histogram in the East Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the East Midlands region over the 3 months to 29 August 2016.

ETL Daily Rate Histogram in the East Midlands

ETL
Hourly Rate Trend in the East Midlands

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

ETL Hourly Rate Trend 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 29 August 2016. 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
(Click see detailed
statistics and trends)
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
Northamptonshire +14 23 £413 -4.34%
Nottinghamshire -18 7 £325 -3.77% 2
Derbyshire +3 5 £368 -8.12% 1
Leicestershire +7 2 £425 -5.55% 3
ETL
England

ETL
Top 30 Related IT Skills in the East Midlands

For the 6 months to 29 August 2016, 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 33 (46.48%) SQL
2 32 (45.07%) Business Intelligence
3 31 (43.66%) SQL Server
4 30 (42.25%) Migration
5 27 (38.03%) Oracle
6 25 (35.21%) Finance
7 24 (33.80%) Data Migration
8 23 (32.39%) Data Quality
9 21 (29.58%) Data Warehouse
10 17 (23.94%) SQL Server Reporting Services
11 16 (22.54%) Microsoft
11 16 (22.54%) Oracle EBS R12
12 15 (21.13%) SQL Server Analysis Services
13 14 (19.72%) SQL Server Integration Services
13 14 (19.72%) Data Modelling
13 14 (19.72%) SAP
14 13 (18.31%) Data Cleansing
15 12 (16.90%) Oracle EBS
16 11 (15.49%) Data Integration
16 11 (15.49%) Physical Data Model
17 10 (14.08%) Logical Data Model
17 10 (14.08%) Validation
18 9 (12.68%) Agile Software Development
18 9 (12.68%) SQL Server 2008
19 8 (11.27%) Power BI
20 7 (9.86%) Continuous Integration
20 7 (9.86%) OLAP
20 7 (9.86%) SOA
21 6 (8.45%) SharePoint
21 6 (8.45%) Dell

ETL
Top Related 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 6 (8.45%) SharePoint
2 5 (7.04%) SharePoint 2013
3 1 (1.41%) Apache Solr
3 1 (1.41%) Confluence
Applications
1 5 (7.04%) MS Excel
Business Applications
1 16 (22.54%) Oracle EBS R12
2 12 (16.90%) Oracle EBS
3 4 (5.63%) Oracle Financials
4 3 (4.23%) Oracle Assets
4 3 (4.23%) Oracle Cash Management
4 3 (4.23%) Oracle General Ledger
4 3 (4.23%) Oracle Payables
4 3 (4.23%) Oracle Procure-to-Pay
4 3 (4.23%) Oracle Receivables
5 2 (2.82%) Cognos Controller
5 2 (2.82%) Cognos TM1
5 2 (2.82%) SAP Oil and Gas
6 1 (1.41%) Dynamics AX
Cloud Services
1 6 (8.45%) Boomi
2 5 (7.04%) SuccessFactors
3 2 (2.82%) Force.com
3 2 (2.82%) Google Apps
Communications & Networking
1 2 (2.82%) Skype
Database & Business Intelligence
1 31 (43.66%) SQL Server
2 21 (29.58%) Data Warehouse
3 17 (23.94%) SQL Server Reporting Services
4 15 (21.13%) SQL Server Analysis Services
5 14 (19.72%) SQL Server Integration Services
6 9 (12.68%) SQL Server 2008
7 8 (11.27%) Power BI
8 7 (9.86%) OLAP
9 6 (8.45%) SQL Server 2014
10 5 (7.04%) OLAP Cube
11 3 (4.23%) Big Data
11 3 (4.23%) BusinessObjects
11 3 (4.23%) SAP BI
11 3 (4.23%) SAP Data Services
12 2 (2.82%) OLTP
12 2 (2.82%) Oracle BI EE
12 2 (2.82%) Oracle Reports
12 2 (2.82%) PowerCenter
12 2 (2.82%) QlikView
12 2 (2.82%) Snowflake Schema
Development Applications
1 6 (8.45%) Team Foundation Server
2 5 (7.04%) JIRA
3 3 (4.23%) ERwin
3 3 (4.23%) Talend Open Studio
4 2 (2.82%) Eclipse
5 1 (1.41%) Subversion
General
1 25 (35.21%) Finance
2 3 (4.23%) Marketing
3 2 (2.82%) Back Office
3 2 (2.82%) Billing
3 2 (2.82%) Electronics
3 2 (2.82%) Legal
3 2 (2.82%) Manufacturing
3 2 (2.82%) Telecoms
4 1 (1.41%) Advertising
4 1 (1.41%) Local Government
Job Titles
1 31 (43.66%) Analyst
2 29 (40.85%) Data Analyst
3 22 (30.99%) Developer
4 19 (26.76%) Financial Analyst
5 16 (22.54%) Oracle Analyst
6 14 (19.72%) ETL Analyst
7 12 (16.90%) Business Intelligence Developer
8 9 (12.68%) Architect
9 8 (11.27%) SQL Developer
10 6 (8.45%) Data Architect
10 6 (8.45%) Solutions Architect
11 5 (7.04%) Business Intelligence Architect
11 5 (7.04%) Business Intelligence Solutions Architect
11 5 (7.04%) Consultant
11 5 (7.04%) Data Migration Analyst
11 5 (7.04%) Migration Analyst
11 5 (7.04%) SQL Analyst
11 5 (7.04%) SQL Data Analyst
12 4 (5.63%) ETL Architect
12 4 (5.63%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 2 (2.82%) RESTful
1 2 (2.82%) SOAP
1 2 (2.82%) Visualforce
1 2 (2.82%) Web Services
2 1 (1.41%) FpML
2 1 (1.41%) MDX
2 1 (1.41%) Spring
2 1 (1.41%) XML
Miscellaneous
1 11 (15.49%) Data Integration
2 6 (8.45%) Data Extraction
3 4 (5.63%) Data Structures
4 3 (4.23%) Analytical Skills
4 3 (4.23%) Management Information System
5 2 (2.82%) Computer Science
5 2 (2.82%) NHS
5 2 (2.82%) Visualisation
6 1 (1.41%) Mainframe
Operating Systems
1 3 (4.23%) Linux
2 2 (2.82%) Red Hat Enterprise Linux
2 2 (2.82%) Unix
3 1 (1.41%) HPUX
Processes & Methodologies
1 32 (45.07%) Business Intelligence
2 30 (42.25%) Migration
3 24 (33.80%) Data Migration
4 14 (19.72%) Data Modelling
5 13 (18.31%) Data Cleansing
6 11 (15.49%) Physical Data Model
7 10 (14.08%) Logical Data Model
7 10 (14.08%) Validation
8 9 (12.68%) Agile Software Development
9 7 (9.86%) Continuous Integration
9 7 (9.86%) SOA
10 6 (8.45%) Data Transformation
10 6 (8.45%) Kimball Methodology
11 5 (7.04%) Continuous Deployment
11 5 (7.04%) ERP
11 5 (7.04%) Mentoring
12 4 (5.63%) Analytics
12 4 (5.63%) Data Analysis
12 4 (5.63%) Data Mapping
12 4 (5.63%) Dimensional Modelling
Programming Languages
1 33 (46.48%) SQL
2 5 (7.04%) PL/SQL
2 5 (7.04%) T-SQL
3 3 (4.23%) Java
4 2 (2.82%) Apex Code
Qualifications
1 2 (2.82%) Security Cleared
2 1 (1.41%) Degree
Quality Assurance & Compliance
1 23 (32.39%) Data Quality
2 3 (4.23%) QA
3 1 (1.41%) ISO20022
3 1 (1.41%) Solvency II
System Software
1 1 (1.41%) Oracle RAC
Systems Management
1 1 (1.41%) Data Guard
1 1 (1.41%) Oracle RMAN
Vendors
1 27 (38.03%) Oracle
2 16 (22.54%) Microsoft
3 14 (19.72%) SAP
4 6 (8.45%) Dell
5 5 (7.04%) Informatica
5 5 (7.04%) VMware
6 3 (4.23%) Talend
7 2 (2.82%) Cognos
7 2 (2.82%) Google
7 2 (2.82%) Red Hat
7 2 (2.82%) Salesforce.com
8 1 (1.41%) Alteryx
8 1 (1.41%) Endeca
8 1 (1.41%) hybris
8 1 (1.41%) Tableau
8 1 (1.41%) Trillium