The table below looks at the statistics for ETL skills in IT contracts advertised for the Northamptonshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 22 28 36
Rank change year-on-year
+6 +8
Contract jobs citing ETL 24 16 1
As % of all contract IT jobs located in Northamptonshire 5.74% 4.03% 0.28%
As % of the Processes & Methodologies category 6.70% 4.85% 0.36%
Number of daily rates quoted 19 10 1
Median daily rate £425 £468 £310
Median daily rate % change year-on-year
-9.09% +50.80%
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
East Midlands

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

Processes & Methodologies Category
Northamptonshire
Contract IT job ads with a match in the
Processes & Methodologies category
358 330 277
As % of all contract IT jobs located in Northamptonshire 85.65% 83.12% 77.59%
Number of daily rates quoted 287 232 181
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £338 £275 £250
10% offered a daily rate of more than £575 £550 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 2 9 7
Median hourly rate £42.50 £18.52 £16.00
Median hourly rate % change year-on-year
+129.48% +15.75%
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

ETL
Jobs Demand Trend in Northamptonshire

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

ETL Jobs Demand Trend in Northamptonshire

ETL
Daily Rate Trend in Northamptonshire

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

ETL Daily Rate Trend in Northamptonshire

ETL
Daily Rate Histogram in Northamptonshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Northamptonshire region over the 3 months to 30 September 2016.

ETL Daily Rate Histogram in Northamptonshire

ETL
Hourly Rate Trend in Northamptonshire

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

ETL Hourly Rate Trend in Northamptonshire

ETL
Contract Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Northamptonshire region over the 3 months to 30 September 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
Northampton -3 9 £563 +12.50%
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 30 September 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 Northamptonshire region with a requirement for ETL.

1 18 (56.25%) Oracle
2 17 (53.13%) SQL Server
2 17 (53.13%) Finance
3 16 (50.00%) Migration
4 15 (46.88%) Oracle EBS R12
5 13 (40.63%) Data Quality
6 12 (37.50%) Data Migration
6 12 (37.50%) Business Intelligence
7 11 (34.38%) SQL
8 10 (31.25%) Data Warehouse
8 10 (31.25%) Microsoft
9 7 (21.88%) SAP
9 7 (21.88%) Continuous Integration
9 7 (21.88%) Oracle EBS
9 7 (21.88%) Data Cleansing
9 7 (21.88%) Data Integration
10 6 (18.75%) Team Foundation Server
10 6 (18.75%) Power BI
10 6 (18.75%) Boomi
10 6 (18.75%) SQL Server Analysis Services
10 6 (18.75%) SQL Server Reporting Services
10 6 (18.75%) SharePoint
10 6 (18.75%) Dell
11 5 (15.63%) Data Modelling
11 5 (15.63%) SOA
11 5 (15.63%) MS Excel
11 5 (15.63%) OLAP
11 5 (15.63%) VMware
11 5 (15.63%) SQL Server 2014
11 5 (15.63%) Continuous Deployment

ETL
Top Related IT Skills in Northamptonshire 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 (18.75%) SharePoint
2 5 (15.63%) SharePoint 2013
Applications
1 5 (15.63%) MS Excel
Business Applications
1 15 (46.88%) Oracle EBS R12
2 7 (21.88%) Oracle EBS
3 3 (9.38%) Oracle Assets
3 3 (9.38%) Oracle Cash Management
3 3 (9.38%) Oracle Financials
3 3 (9.38%) Oracle General Ledger
3 3 (9.38%) Oracle Payables
3 3 (9.38%) Oracle Procure-to-Pay
3 3 (9.38%) Oracle Receivables
4 2 (6.25%) Cognos Controller
4 2 (6.25%) Cognos TM1
Cloud Services
1 6 (18.75%) Boomi
2 5 (15.63%) SuccessFactors
Communications & Networking
1 2 (6.25%) Skype
2 1 (3.13%) DNS
2 1 (3.13%) F5 BIG-IP GTM
2 1 (3.13%) HTTPS
2 1 (3.13%) Internet
Database & Business Intelligence
1 17 (53.13%) SQL Server
2 10 (31.25%) Data Warehouse
3 6 (18.75%) Power BI
3 6 (18.75%) SQL Server Analysis Services
3 6 (18.75%) SQL Server Reporting Services
4 5 (15.63%) OLAP
4 5 (15.63%) OLAP Cube
4 5 (15.63%) SQL Server 2008
4 5 (15.63%) SQL Server 2014
5 2 (6.25%) Oracle Reports
5 2 (6.25%) SQL Server Integration Services
6 1 (3.13%) BusinessObjects
6 1 (3.13%) Crystal Reports
6 1 (3.13%) Oracle Database
6 1 (3.13%) Oracle Database 11g
6 1 (3.13%) SAP Data Services
6 1 (3.13%) SQL Server 2005
6 1 (3.13%) SQL Server 2012
6 1 (3.13%) SQL Server 2016
Development Applications
1 6 (18.75%) Team Foundation Server
2 1 (3.13%) Talend Open Studio
General
1 17 (53.13%) Finance
Job Titles
1 17 (53.13%) Analyst
1 17 (53.13%) Data Analyst
2 15 (46.88%) Financial Analyst
3 14 (43.75%) Oracle Analyst
4 7 (21.88%) ETL Analyst
5 6 (18.75%) Architect
5 6 (18.75%) Solutions Architect
6 5 (15.63%) Business Intelligence Architect
6 5 (15.63%) Business Intelligence Solutions Architect
6 5 (15.63%) Developer
7 4 (12.50%) Business Intelligence Developer
8 3 (9.38%) Data Architect
8 3 (9.38%) SQL Developer
9 2 (6.25%) ETL Architect
9 2 (6.25%) Oracle Payroll Analyst
9 2 (6.25%) SQL BI Developer
9 2 (6.25%) Strategy Architect
10 1 (3.13%) Finance Systems Analyst
10 1 (3.13%) SSAS Developer
10 1 (3.13%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (3.13%) Middleware
1 1 (3.13%) XML
1 1 (3.13%) XML Messaging
Miscellaneous
1 7 (21.88%) Data Integration
2 4 (12.50%) Data Extraction
3 1 (3.13%) Cyber Attack
3 1 (3.13%) Cyberthreat
3 1 (3.13%) NHS
Operating Systems
1 1 (3.13%) Unix
Processes & Methodologies
1 16 (50.00%) Migration
2 12 (37.50%) Business Intelligence
2 12 (37.50%) Data Migration
3 7 (21.88%) Continuous Integration
3 7 (21.88%) Data Cleansing
4 5 (15.63%) Continuous Deployment
4 5 (15.63%) Data Modelling
4 5 (15.63%) SOA
5 4 (12.50%) Data Transformation
5 4 (12.50%) Dimensional Modelling
5 4 (12.50%) Kimball Methodology
5 4 (12.50%) Logical Data Model
5 4 (12.50%) Physical Data Model
5 4 (12.50%) Validation
6 3 (9.38%) Procure-to-Pay
7 2 (6.25%) Agile Software Development
7 2 (6.25%) Business Transformation
8 1 (3.13%) Data Analysis
8 1 (3.13%) E-business
8 1 (3.13%) ERP
Programming Languages
1 11 (34.38%) SQL
2 2 (6.25%) PL/SQL
3 1 (3.13%) T-SQL
Quality Assurance & Compliance
1 13 (40.63%) Data Quality
Vendors
1 18 (56.25%) Oracle
2 10 (31.25%) Microsoft
3 7 (21.88%) SAP
4 6 (18.75%) Dell
5 5 (15.63%) VMware
6 2 (6.25%) Cognos
6 2 (6.25%) Informatica
7 1 (3.13%) F5
7 1 (3.13%) Talend
7 1 (3.13%) Trillium