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 23 July 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
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 58 51 69
Rank change year-on-year
-7 +18
Contract jobs citing ETL 39 49 19
As % of all contract IT jobs located in the East Midlands 2.45% 3.11% 1.34%
As % of the Processes & Methodologies category 3.03% 4.06% 1.82%
Number of daily rates quoted 26 33 9
Median daily rate £393 £375 £348
Median daily rate % change year-on-year
+4.66% +7.91%
90% offered a daily rate of more than £325 £144 £275
10% offered a daily rate of more than £563 £475 £425
UK excluding London median daily rate £400 £390 £368
% change year-on-year
+2.56% +6.12%
Number of hourly rates quoted 0 1 0
Median hourly rate - £12.50 -
UK excluding London median hourly rate £20.50 £30.00 £37.80
% change year-on-year
-31.66% -20.63%
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
1287 1206 1043
As % of all contract IT jobs located in the East Midlands 80.69% 76.57% 73.55%
Number of daily rates quoted 805 739 549
Median daily rate £425 £385 £375
Median daily rate % change year-on-year
+10.38% +2.66%
90% offered a daily rate of more than £305 £250 £250
10% offered a daily rate of more than £565 £550 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 29 31 60
Median hourly rate £16.09 £19.08 £16.00
Median hourly rate % change year-on-year
-15.67% +19.25%
90% offered a hourly rate of more than £10.88 £11.30 £10.00
10% offered a hourly rate of more than £44.00 £45.00 £37.50
UK excluding London median hourly rate £28.50 £30.00 £27.50
% change year-on-year
-5.00% +9.09%

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 23 July 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 23 July 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 +2 20 £350 -26.31% 2
Nottinghamshire -15 7 £375 +134.37%
Leicestershire +7 4 £375 +38.88% 1
Derbyshire +5 4 £350 -12.50%
Lincolnshire -2 2 £440 +17.33%
ETL
England

ETL
Top 30 Related IT Skills in the East Midlands

For the 6 months to 23 July 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 37 (51.39%) SQL Server
2 36 (50.00%) Business Intelligence
3 33 (45.83%) SQL
4 26 (36.11%) Migration
5 25 (34.72%) Oracle
6 24 (33.33%) Data Migration
7 22 (30.56%) Data Warehouse
8 21 (29.17%) Finance
9 20 (27.78%) SQL Server Reporting Services
9 20 (27.78%) Data Quality
10 19 (26.39%) SQL Server Analysis Services
10 19 (26.39%) Microsoft
11 18 (25.00%) SQL Server Integration Services
12 16 (22.22%) Data Modelling
13 15 (20.83%) SAP
14 14 (19.44%) Agile Software Development
15 13 (18.06%) SQL Server 2008
15 13 (18.06%) Oracle EBS R12
16 11 (15.28%) Kimball Methodology
16 11 (15.28%) Logical Data Model
16 11 (15.28%) Physical Data Model
16 11 (15.28%) Continuous Integration
16 11 (15.28%) OLAP
17 10 (13.89%) Data Cleansing
17 10 (13.89%) Data Integration
18 9 (12.50%) Oracle EBS
19 8 (11.11%) Validation
19 8 (11.11%) OLAP Cube
20 7 (9.72%) Power BI
20 7 (9.72%) Dimensional Modelling

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 (8.33%) SharePoint
2 4 (5.56%) SharePoint 2013
3 2 (2.78%) WebSphere
4 1 (1.39%) Apache Solr
4 1 (1.39%) Confluence
4 1 (1.39%) NetWeaver
Applications
1 5 (6.94%) MS Excel
Business Applications
1 13 (18.06%) Oracle EBS R12
2 9 (12.50%) Oracle EBS
3 4 (5.56%) Oracle Financials
4 3 (4.17%) Oracle Assets
4 3 (4.17%) Oracle Cash Management
4 3 (4.17%) Oracle General Ledger
4 3 (4.17%) Oracle Payables
4 3 (4.17%) Oracle Receivables
5 2 (2.78%) Cognos Controller
5 2 (2.78%) Cognos TM1
5 2 (2.78%) SAP Oil and Gas
Cloud Services
1 5 (6.94%) Boomi
2 4 (5.56%) SuccessFactors
3 2 (2.78%) Force.com
3 2 (2.78%) Google Apps
Communications & Networking
1 2 (2.78%) HTTP
1 2 (2.78%) Skype
1 2 (2.78%) TCP/IP
Database & Business Intelligence
1 37 (51.39%) SQL Server
2 22 (30.56%) Data Warehouse
3 20 (27.78%) SQL Server Reporting Services
4 19 (26.39%) SQL Server Analysis Services
5 18 (25.00%) SQL Server Integration Services
6 13 (18.06%) SQL Server 2008
7 11 (15.28%) OLAP
8 8 (11.11%) OLAP Cube
9 7 (9.72%) Power BI
10 5 (6.94%) BusinessObjects
10 5 (6.94%) SQL Server 2014
11 4 (5.56%) Big Data
11 4 (5.56%) SAP BI
12 3 (4.17%) DataStage
12 3 (4.17%) SAP Data Services
13 2 (2.78%) Hadoop
13 2 (2.78%) OLTP
13 2 (2.78%) Oracle BI EE
13 2 (2.78%) QlikView
13 2 (2.78%) Snowflake Schema
Development Applications
1 5 (6.94%) JIRA
1 5 (6.94%) Team Foundation Server
2 4 (5.56%) Talend Open Studio
3 3 (4.17%) ERwin
4 2 (2.78%) Eclipse
5 1 (1.39%) Subversion
General
1 21 (29.17%) Finance
2 5 (6.94%) Marketing
3 3 (4.17%) Legal
4 2 (2.78%) Back Office
4 2 (2.78%) Billing
4 2 (2.78%) Electronics
4 2 (2.78%) Manufacturing
4 2 (2.78%) Telecoms
5 1 (1.39%) Advertising
5 1 (1.39%) Aerospace
5 1 (1.39%) Games
5 1 (1.39%) Local Government
Job Titles
1 26 (36.11%) Developer
2 25 (34.72%) Analyst
3 22 (30.56%) Data Analyst
4 16 (22.22%) Business Intelligence Developer
4 16 (22.22%) Financial Analyst
5 13 (18.06%) Oracle Analyst
6 12 (16.67%) ETL Analyst
7 9 (12.50%) Architect
7 9 (12.50%) SQL Developer
8 6 (8.33%) Consultant
8 6 (8.33%) SQL BI Developer
9 5 (6.94%) Business Intelligence Architect
9 5 (6.94%) Data Architect
9 5 (6.94%) Data Migration Analyst
9 5 (6.94%) Migration Analyst
9 5 (6.94%) Solutions Architect
9 5 (6.94%) SSRS Developer
10 4 (5.56%) Business Developer
10 4 (5.56%) Business Intelligence Solutions Architect
10 4 (5.56%) ETL Developer
Libraries, Frameworks & Software Standards
1 2 (2.78%) IBM Integration Bus
1 2 (2.78%) RESTful
1 2 (2.78%) SOAP
1 2 (2.78%) Visualforce
1 2 (2.78%) Web Services
2 1 (1.39%) FpML
2 1 (1.39%) MDX
2 1 (1.39%) Middleware
2 1 (1.39%) SAP XI
2 1 (1.39%) XML
Miscellaneous
1 10 (13.89%) Data Integration
2 6 (8.33%) Data Extraction
3 4 (5.56%) Data Structures
4 3 (4.17%) Computer Science
4 3 (4.17%) Management Information System
5 2 (2.78%) Analytical Skills
5 2 (2.78%) NHS
5 2 (2.78%) Visualisation
6 1 (1.39%) FMCG
6 1 (1.39%) Mainframe
6 1 (1.39%) Xbox
Operating Systems
1 4 (5.56%) Linux
2 3 (4.17%) Unix
3 1 (1.39%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (50.00%) Business Intelligence
2 26 (36.11%) Migration
3 24 (33.33%) Data Migration
4 16 (22.22%) Data Modelling
5 14 (19.44%) Agile Software Development
6 11 (15.28%) Continuous Integration
6 11 (15.28%) Kimball Methodology
6 11 (15.28%) Logical Data Model
6 11 (15.28%) Physical Data Model
7 10 (13.89%) Data Cleansing
8 8 (11.11%) Validation
9 7 (9.72%) Dimensional Modelling
9 7 (9.72%) SOA
10 6 (8.33%) Data Transformation
11 5 (6.94%) Analytics
11 5 (6.94%) ERP
12 4 (5.56%) Data Analysis
12 4 (5.56%) Data Architecture
12 4 (5.56%) Mentoring
13 3 (4.17%) Data Management
Programming Languages
1 33 (45.83%) SQL
2 4 (5.56%) PL/SQL
2 4 (5.56%) T-SQL
3 3 (4.17%) Java
4 2 (2.78%) Apex Code
5 1 (1.39%) C
Qualifications
1 2 (2.78%) Degree
1 2 (2.78%) Security Cleared
2 1 (1.39%) SC Cleared
Quality Assurance & Compliance
1 20 (27.78%) Data Quality
2 2 (2.78%) QA
3 1 (1.39%) ISO/IEC 27001
3 1 (1.39%) ISO20022
3 1 (1.39%) Solvency II
Systems Management
1 2 (2.78%) Puppet
2 1 (1.39%) Opscode Chef
Vendors
1 25 (34.72%) Oracle
2 19 (26.39%) Microsoft
3 15 (20.83%) SAP
4 5 (6.94%) Dell
5 4 (5.56%) Talend
5 4 (5.56%) VMware
6 3 (4.17%) Informatica
7 2 (2.78%) Cognos
7 2 (2.78%) Google
7 2 (2.78%) IBM
7 2 (2.78%) Salesforce.com
8 1 (1.39%) Alteryx
8 1 (1.39%) Apigee
8 1 (1.39%) Endeca
8 1 (1.39%) hybris
8 1 (1.39%) Intel
8 1 (1.39%) Red Hat
8 1 (1.39%) Software AG
8 1 (1.39%) Tableau