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 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East Midlands / Northamptonshire
Rank 41 27 31
Rank change year-on-year
-14 +4
Contract jobs citing ETL 4 13 17
As % of all contract IT jobs located in Northamptonshire 1.03% 3.98% 3.81%
As % of the Processes & Methodologies category 1.30% 4.64% 4.72%
Number of daily rates quoted 4 12 14
Median daily rate £489 £413 £450
Median daily rate % change year-on-year
+18.48% -8.33%
90% offered a daily rate of more than £376 £356 £350
10% offered a daily rate of more than £607 £470 £525
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 £39.00 £56.00 £40.00
% change year-on-year
-30.35% +40.00%

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
307 280 360
As % of all contract IT jobs located in Northamptonshire 79.33% 85.63% 80.72%
Number of daily rates quoted 192 216 233
Median daily rate £400 £400 £413
Median daily rate % change year-on-year
- -3.03%
90% offered a daily rate of more than £200 £275 £295
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 7 5 11
Median hourly rate £15.00 £10.50 £16.75
Median hourly rate % change year-on-year
+42.85% -37.31%
90% offered a hourly rate of more than £13.70 £9.50 £9.90
10% offered a hourly rate of more than £24.95 £13.00 £19.00
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 2017.

ETL Daily Rate Histogram 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 25 February 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
Northampton -9 3 £540 +27.05% 1
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 25 February 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 Northamptonshire region with a requirement for ETL.

1 27 (67.50%) SQL
2 16 (40.00%) Migration
3 15 (37.50%) Oracle
3 15 (37.50%) Informatica
4 13 (32.50%) PL/SQL
4 13 (32.50%) Data Modelling
4 13 (32.50%) SQL Server Integration Services
5 12 (30.00%) Data Cleansing
5 12 (30.00%) Mainframe
6 11 (27.50%) MS PowerPoint
7 10 (25.00%) Data Management
7 10 (25.00%) Finance
8 8 (20.00%) QA
8 8 (20.00%) Banking
8 8 (20.00%) Data Warehouse
9 5 (12.50%) Data Migration
9 5 (12.50%) Test Scripting
10 4 (10.00%) Mentoring
11 3 (7.50%) Performance Monitoring
11 3 (7.50%) Data Reconciliation
11 3 (7.50%) User Acceptance Testing
11 3 (7.50%) Data Extraction
11 3 (7.50%) SQL Server
11 3 (7.50%) ERP
12 2 (5.00%) SAP
12 2 (5.00%) Unix
12 2 (5.00%) Project Management
12 2 (5.00%) Tivoli
12 2 (5.00%) Tivoli Monitoring
12 2 (5.00%) PowerCenter

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:

Applications
1 11 (27.50%) MS PowerPoint
Business Applications
1 1 (2.50%) Infor M3
1 1 (2.50%) Oracle Applications
1 1 (2.50%) Oracle EBS
1 1 (2.50%) Oracle EBS R12
1 1 (2.50%) SAP ERP
Communications & Networking
1 1 (2.50%) DNS
1 1 (2.50%) F5 BIG-IP GTM
1 1 (2.50%) Firewall
1 1 (2.50%) HTTPS
1 1 (2.50%) Internet
Database & Business Intelligence
1 13 (32.50%) SQL Server Integration Services
2 8 (20.00%) Data Warehouse
3 3 (7.50%) SQL Server
4 2 (5.00%) PowerCenter
4 2 (5.00%) SQL Server Reporting Services
5 1 (2.50%) Microsoft Power View
5 1 (2.50%) NoSQL
5 1 (2.50%) Oracle Reports
5 1 (2.50%) Power BI
5 1 (2.50%) RDBMS
5 1 (2.50%) Relational Database
5 1 (2.50%) SAP Data Services
5 1 (2.50%) SQL Server 2008
5 1 (2.50%) SQL Server Analysis Services
Development Applications
1 1 (2.50%) SQL Server Management Studio (SSMS)
General
1 10 (25.00%) Finance
2 8 (20.00%) Banking
3 2 (5.00%) Retail
4 1 (2.50%) Advertising
4 1 (2.50%) Back Office
4 1 (2.50%) Legal
4 1 (2.50%) Retail Banking
Job Titles
1 15 (37.50%) Analyst
2 14 (35.00%) Data Analyst
3 13 (32.50%) Developer
4 12 (30.00%) Business Data Analyst
5 11 (27.50%) ETL Developer
5 11 (27.50%) Informatica Developer
6 9 (22.50%) Informatica ETL Developer
7 6 (15.00%) Junior
7 6 (15.00%) Junior Analyst
7 6 (15.00%) Junior Data Analyst
8 5 (12.50%) Graduate
8 5 (12.50%) Graduate Analyst
8 5 (12.50%) Graduate Data Analyst
9 3 (7.50%) Test Leader
9 3 (7.50%) UAT Lead
9 3 (7.50%) UAT Test Lead
10 2 (5.00%) Project Manager
10 2 (5.00%) Technical Manager
10 2 (5.00%) Technical Project Manager
11 1 (2.50%) Data Modeller
Libraries, Frameworks & Software Standards
1 1 (2.50%) D3.js
1 1 (2.50%) Middleware
1 1 (2.50%) Web Services
1 1 (2.50%) XML
1 1 (2.50%) XML Messaging
Miscellaneous
1 12 (30.00%) Mainframe
2 2 (5.00%) Data Structures
3 1 (2.50%) Analytical Skills
3 1 (2.50%) Credit Risk
3 1 (2.50%) Cyber Attack
3 1 (2.50%) Cyberthreat
3 1 (2.50%) Taxonomies
Operating Systems
1 2 (5.00%) Unix
Processes & Methodologies
1 16 (40.00%) Migration
2 13 (32.50%) Data Modelling
3 12 (30.00%) Data Cleansing
4 10 (25.00%) Data Management
5 5 (12.50%) Data Migration
5 5 (12.50%) Test Scripting
6 4 (10.00%) Mentoring
7 3 (7.50%) Data Extraction
7 3 (7.50%) Data Reconciliation
7 3 (7.50%) ERP
7 3 (7.50%) Performance Monitoring
7 3 (7.50%) User Acceptance Testing
8 2 (5.00%) Business Intelligence
8 2 (5.00%) Data Analysis
8 2 (5.00%) Data Transformation
8 2 (5.00%) Performance Testing
8 2 (5.00%) Project Management
8 2 (5.00%) Test Strategy
8 2 (5.00%) Validation
9 1 (2.50%) Data Visualisation
Programming Languages
1 27 (67.50%) SQL
2 13 (32.50%) PL/SQL
3 1 (2.50%) T-SQL
3 1 (2.50%) VB
Quality Assurance & Compliance
1 8 (20.00%) QA
2 2 (5.00%) Data Quality
Systems Management
1 2 (5.00%) Tivoli
1 2 (5.00%) Tivoli Monitoring
Vendors
1 15 (37.50%) Informatica
1 15 (37.50%) Oracle
2 2 (5.00%) IBM
2 2 (5.00%) Infor
2 2 (5.00%) Microsoft
2 2 (5.00%) Salesforce.com
2 2 (5.00%) SAP
3 1 (2.50%) F5