The following table provides summary statistics for contract job vacancies advertised in Northamptonshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
East Midlands / Northamptonshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 25 33 25
Rank change year-on-year +8 -8  
Contract jobs citing ETL 15 8 15
As % of all contract IT jobs advertised in Northamptonshire 4.10% 2.11% 4.31%
As % of the Processes & Methodologies category 4.78% 2.41% 5.75%
Number of daily rates quoted 5 3 10
Median daily rate £450 £525 £488
Median daily rate % change year-on-year -14.28% +7.69%  
90% offered a daily rate of more than £418 £445 £400
10% offered a daily rate of more than £465 £525 £650
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Northamptonshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Northamptonshire
Contract job vacancies with a requirement for process and methodology skills 314 332 261
As % of all contract IT job vacancies advertised in Northamptonshire 85.79% 87.60% 75.00%
Number of daily rates quoted 206 242 180
Median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88%  
90% offered a daily rate of more than £250 £325 £275
10% offered a daily rate of more than £525 £550 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 5 3 5
Median hourly rate £11.75 £18.75 £19.00
Median hourly rate % change year-on-year -37.33% -1.31%  
90% offered a hourly rate of more than £9.50 £11.50 £16.16
10% offered a hourly rate of more than £65.95 £32.50 £22.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Northamptonshire

The job posting trend of jobs advertised in Northamptonshire citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Northamptonshire

ETL
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for ETL 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 26 June 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 +6 9 £450 -14.28% 1
ETL
East Midlands

For the 6 months to 26 June 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 9 (42.86%) Data Warehouse
2 8 (38.10%) Data Modelling
2 8 (38.10%) Validation
2 8 (38.10%) Migration
2 8 (38.10%) Data Migration
2 8 (38.10%) Data Quality
3 7 (33.33%) Oracle
3 7 (33.33%) SQL Server
4 6 (28.57%) SQL
4 6 (28.57%) Informatica
4 6 (28.57%) Oracle EBS
4 6 (28.57%) Finance
4 6 (28.57%) Logical Data Model
4 6 (28.57%) Physical Data Model
5 5 (23.81%) Relational Database
5 5 (23.81%) Data Cleansing
5 5 (23.81%) RDBMS
6 4 (19.05%) Banking
6 4 (19.05%) Data Structures
7 3 (14.29%) Dashboard Development
7 3 (14.29%) Visualisation
7 3 (14.29%) Data Extraction
7 3 (14.29%) Data Visualisation
7 3 (14.29%) Data Transformation
7 3 (14.29%) CRM
8 2 (9.52%) Microsoft
8 2 (9.52%) T-SQL
8 2 (9.52%) Oracle Financials
8 2 (9.52%) SPSS
8 2 (9.52%) Test Scripting

ETL
Co-occurring 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 2 (9.52%) SPSS
Business Applications
1 6 (28.57%) Oracle EBS
2 2 (9.52%) Oracle Financials
3 1 (4.76%) Infor M3
3 1 (4.76%) Oracle EBS R12
Communications & Networking
1 1 (4.76%) Internet
Database & Business Intelligence
1 9 (42.86%) Data Warehouse
2 7 (33.33%) SQL Server
3 5 (23.81%) RDBMS
3 5 (23.81%) Relational Database
4 2 (9.52%) Big Data
4 2 (9.52%) Data Lake
4 2 (9.52%) Hadoop
4 2 (9.52%) NoSQL
4 2 (9.52%) SQL Server Analysis Services
4 2 (9.52%) SQL Server Integration Services
4 2 (9.52%) SQL Server Reporting Services
5 1 (4.76%) Oracle Database
5 1 (4.76%) PowerCenter
5 1 (4.76%) SQL Server 2008
Development Applications
1 1 (4.76%) SQL Server Management Studio (SSMS)
1 1 (4.76%) Team Foundation Server
General
1 6 (28.57%) Finance
2 4 (19.05%) Banking
3 2 (9.52%) Legal
4 1 (4.76%) Advertising
4 1 (4.76%) Retail
4 1 (4.76%) Retail Banking
Job Titles
1 8 (38.10%) Analyst
2 7 (33.33%) Data Analyst
3 4 (19.05%) Developer
3 4 (19.05%) ETL Developer
3 4 (19.05%) Informatica Developer
3 4 (19.05%) Informatica ETL Developer
4 3 (14.29%) Financial Analyst
4 3 (14.29%) Oracle Analyst
5 2 (9.52%) Architect
5 2 (9.52%) Consultant
5 2 (9.52%) Data Architect
5 2 (9.52%) Data Quality Analyst
5 2 (9.52%) Migration Consultant
5 2 (9.52%) Oracle Consultant
5 2 (9.52%) Oracle Financials Analyst
5 2 (9.52%) Quality Analyst
5 2 (9.52%) Solutions Architect
6 1 (4.76%) Banking Project Manager
6 1 (4.76%) ETL Tester
6 1 (4.76%) Workstream Lead
Miscellaneous
1 4 (19.05%) Data Structures
2 1 (4.76%) Credit Risk
2 1 (4.76%) Greenfield Project
2 1 (4.76%) Taxonomies
Operating Systems
1 1 (4.76%) Unix
Processes & Methodologies
1 8 (38.10%) Data Migration
1 8 (38.10%) Data Modelling
1 8 (38.10%) Migration
1 8 (38.10%) Validation
2 6 (28.57%) Logical Data Model
2 6 (28.57%) Physical Data Model
3 5 (23.81%) Data Cleansing
4 3 (14.29%) CRM
4 3 (14.29%) Dashboard Development
4 3 (14.29%) Data Extraction
4 3 (14.29%) Data Transformation
4 3 (14.29%) Data Visualisation
4 3 (14.29%) Visualisation
5 2 (9.52%) Data Governance
5 2 (9.52%) Data Lineage
5 2 (9.52%) Data Management
5 2 (9.52%) Data Strategy
5 2 (9.52%) IT Strategy
5 2 (9.52%) Master Data Management
5 2 (9.52%) Performance Monitoring
Programming Languages
1 6 (28.57%) SQL
2 2 (9.52%) R
2 2 (9.52%) T-SQL
3 1 (4.76%) Java
Qualifications
1 2 (9.52%) Degree
Quality Assurance & Compliance
1 8 (38.10%) Data Quality
Systems Management
1 1 (4.76%) Ganglia
1 1 (4.76%) nmon
1 1 (4.76%) Tivoli
1 1 (4.76%) Tivoli Monitoring
Vendors
1 7 (33.33%) Oracle
2 6 (28.57%) Informatica
3 2 (9.52%) Microsoft
4 1 (4.76%) AppDynamics
4 1 (4.76%) IBM
4 1 (4.76%) Infor
4 1 (4.76%) Salesforce.com
4 1 (4.76%) SAP