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 7 December 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
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 20 12 38
Rank change year-on-year
-8 +26
Contract jobs citing ETL 37 31 7
As % of all contract IT jobs located in Northamptonshire 6.98% 9.42% 1.73%
As % of the Processes & Methodologies category 8.03% 11.40% 2.30%
Number of daily rates quoted 28 26 4
Median daily rate £325 £475 £525
Median daily rate % change year-on-year
-31.57% -9.52%
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.50 £34.00 £37.88
% change year-on-year
+16.17% -10.23%
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
461 272 304
As % of all contract IT jobs located in Northamptonshire 86.98% 82.67% 75.06%
Number of daily rates quoted 311 194 184
Median daily rate £420 £425 £450
Median daily rate % change year-on-year
-1.17% -5.55%
90% offered a daily rate of more than £263 £275 £300
10% offered a daily rate of more than £570 £575 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 15 5 13
Median hourly rate £14.00 £9.75 £15.00
Median hourly rate % change year-on-year
+43.58% -35.00%
90% offered a hourly rate of more than £11.00 £9.35 £13.00
10% offered a hourly rate of more than £30.50 £15.10 £19.10
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 7 December 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 7 December 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 -8 20 £400 -21.41%
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 7 December 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 32 (53.33%) SQL
1 32 (53.33%) Migration
2 30 (50.00%) Oracle
3 26 (43.33%) Finance
4 19 (31.67%) Data Cleansing
5 18 (30.00%) Data Modelling
6 17 (28.33%) Data Migration
7 16 (26.67%) Oracle EBS R12
7 16 (26.67%) Informatica
8 14 (23.33%) PL/SQL
8 14 (23.33%) Data Warehouse
9 13 (21.67%) SQL Server Integration Services
10 12 (20.00%) Data Quality
10 12 (20.00%) Mainframe
10 12 (20.00%) SQL Server
11 11 (18.33%) MS PowerPoint
12 10 (16.67%) Data Management
13 8 (13.33%) QA
13 8 (13.33%) Oracle EBS
13 8 (13.33%) SAP
14 7 (11.67%) Business Intelligence
14 7 (11.67%) Microsoft
14 7 (11.67%) Data Extraction
14 7 (11.67%) Power BI
15 6 (10.00%) Boomi
15 6 (10.00%) Team Foundation Server
15 6 (10.00%) Data Transformation
15 6 (10.00%) Dell
15 6 (10.00%) SharePoint
15 6 (10.00%) Banking

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 (10.00%) SharePoint
2 5 (8.33%) SharePoint 2013
Applications
1 11 (18.33%) MS PowerPoint
2 5 (8.33%) MS Excel
Business Applications
1 16 (26.67%) Oracle EBS R12
2 8 (13.33%) Oracle EBS
3 3 (5.00%) Oracle Assets
3 3 (5.00%) Oracle Cash Management
3 3 (5.00%) Oracle Financials
3 3 (5.00%) Oracle General Ledger
3 3 (5.00%) Oracle Payables
3 3 (5.00%) Oracle Procure-to-Pay
3 3 (5.00%) Oracle Receivables
4 1 (1.67%) Infor M3
4 1 (1.67%) Oracle Applications
4 1 (1.67%) SAP ERP
Cloud Services
1 6 (10.00%) Boomi
2 5 (8.33%) SuccessFactors
Communications & Networking
1 1 (1.67%) DNS
1 1 (1.67%) F5 BIG-IP GTM
1 1 (1.67%) Firewall
1 1 (1.67%) HTTPS
1 1 (1.67%) Internet
Database & Business Intelligence
1 14 (23.33%) Data Warehouse
2 13 (21.67%) SQL Server Integration Services
3 12 (20.00%) SQL Server
4 7 (11.67%) Power BI
5 5 (8.33%) SQL Server 2014
6 2 (3.33%) Oracle Reports
6 2 (3.33%) PowerCenter
6 2 (3.33%) SQL Server Reporting Services
7 1 (1.67%) Microsoft Power View
7 1 (1.67%) SAP Data Services
7 1 (1.67%) SQL Server 2016
7 1 (1.67%) SQL Server Analysis Services
Development Applications
1 6 (10.00%) Team Foundation Server
2 1 (1.67%) Talend Open Studio
General
1 26 (43.33%) Finance
2 6 (10.00%) Banking
3 1 (1.67%) Back Office
3 1 (1.67%) Retail
Job Titles
1 32 (53.33%) Analyst
2 31 (51.67%) Data Analyst
3 16 (26.67%) Financial Analyst
4 15 (25.00%) Oracle Analyst
5 13 (21.67%) Developer
6 12 (20.00%) Business Data Analyst
7 11 (18.33%) ETL Developer
7 11 (18.33%) Informatica Developer
8 9 (15.00%) Informatica ETL Developer
9 7 (11.67%) ETL Analyst
10 6 (10.00%) Architect
10 6 (10.00%) Junior
10 6 (10.00%) Junior Analyst
10 6 (10.00%) Junior Data Analyst
10 6 (10.00%) Solutions Architect
11 5 (8.33%) Business Intelligence Architect
11 5 (8.33%) Business Intelligence Solutions Architect
11 5 (8.33%) Graduate
11 5 (8.33%) Graduate Analyst
11 5 (8.33%) Graduate Data Analyst
Libraries, Frameworks & Software Standards
1 1 (1.67%) D3.js
1 1 (1.67%) Middleware
1 1 (1.67%) Web Services
1 1 (1.67%) XML
1 1 (1.67%) XML Messaging
Miscellaneous
1 12 (20.00%) Mainframe
2 7 (11.67%) Data Extraction
3 5 (8.33%) Data Integration
4 2 (3.33%) Data Structures
5 1 (1.67%) Analytical Skills
5 1 (1.67%) Cyber Attack
5 1 (1.67%) Cyberthreat
5 1 (1.67%) Data Conversion
5 1 (1.67%) NHS
5 1 (1.67%) Taxonomies
5 1 (1.67%) Visualisation
Operating Systems
1 2 (3.33%) Unix
Processes & Methodologies
1 32 (53.33%) Migration
2 19 (31.67%) Data Cleansing
3 18 (30.00%) Data Modelling
4 17 (28.33%) Data Migration
5 10 (16.67%) Data Management
6 7 (11.67%) Business Intelligence
7 6 (10.00%) Data Transformation
7 6 (10.00%) Validation
8 5 (8.33%) Continuous Deployment
8 5 (8.33%) Continuous Integration
8 5 (8.33%) Logical Data Model
8 5 (8.33%) Physical Data Model
8 5 (8.33%) SOA
8 5 (8.33%) Test Scripting
9 4 (6.67%) Data Reconciliation
9 4 (6.67%) ERP
9 4 (6.67%) Mentoring
10 3 (5.00%) Data Analysis
10 3 (5.00%) Procure-to-Pay
10 3 (5.00%) User Acceptance Testing
Programming Languages
1 32 (53.33%) SQL
2 14 (23.33%) PL/SQL
3 1 (1.67%) VB
Quality Assurance & Compliance
1 12 (20.00%) Data Quality
2 8 (13.33%) QA
Systems Management
1 2 (3.33%) Tivoli
1 2 (3.33%) Tivoli Monitoring
Vendors
1 30 (50.00%) Oracle
2 16 (26.67%) Informatica
3 8 (13.33%) SAP
4 7 (11.67%) Microsoft
5 6 (10.00%) Dell
6 5 (8.33%) VMware
7 2 (3.33%) IBM
7 2 (3.33%) Infor
7 2 (3.33%) Salesforce.com
8 1 (1.67%) F5
8 1 (1.67%) Talend
8 1 (1.67%) Trillium