The table below looks at the statistics for ETL skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 30 August 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 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 77 44 65
Rank change year-on-year
-33 +21
Contract jobs citing ETL 34 64 23
As % of all contract IT jobs located in Manchester 1.84% 3.57% 1.76%
As % of the Processes & Methodologies category 2.26% 4.52% 2.25%
Number of daily rates quoted 25 51 17
Median daily rate £400 £426 £338
Median daily rate % change year-on-year
-5.99% +26.07%
90% offered a daily rate of more than £300 £325 £249
10% offered a daily rate of more than £450 £475 £535
UK excluding London median daily rate £400 £400 £369
% change year-on-year
- +8.47%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £29.50 £67.00
% change year-on-year
+49.15% -55.97%
ETL
North West

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

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1502 1417 1021
As % of all contract IT jobs located in Manchester 81.28% 79.12% 78.06%
Number of daily rates quoted 936 858 612
Median daily rate £400 £388 £350
Median daily rate % change year-on-year
+3.22% +10.71%
90% offered a daily rate of more than £295 £275 £250
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 37 28 29
Median hourly rate £14.50 £33.64 £15.00
Median hourly rate % change year-on-year
-56.89% +124.26%
90% offered a hourly rate of more than £12.00 £13.70 £11.50
10% offered a hourly rate of more than £38.50 £42.00 £40.50
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

ETL
Jobs Demand Trend in Manchester

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

ETL Jobs Demand Trend in Manchester

ETL
Daily Rate Trend in Manchester

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

ETL Daily Rate Trend in Manchester

ETL
Daily Rate Histogram in Manchester

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

ETL Daily Rate Histogram in Manchester

ETL
Hourly Rate Trend in Manchester

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

ETL Hourly Rate Trend in Manchester

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 30 August 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 Manchester region with a requirement for ETL.

1 35 (64.81%) SQL
2 29 (53.70%) SQL Server
3 23 (42.59%) Business Intelligence
4 22 (40.74%) Oracle
5 19 (35.19%) Migration
5 19 (35.19%) SQL Server Integration Services
6 16 (29.63%) Data Warehouse
6 16 (29.63%) SAP
7 15 (27.78%) T-SQL
7 15 (27.78%) Data Migration
8 14 (25.93%) Finance
9 11 (20.37%) MS Excel
10 10 (18.52%) Microsoft
10 10 (18.52%) SQL Server Reporting Services
10 10 (18.52%) ETL Development
11 9 (16.67%) DataStage
11 9 (16.67%) Cognos
12 8 (14.81%) System Testing
13 7 (12.96%) Banking
13 7 (12.96%) Data Modelling
13 7 (12.96%) IBM
14 6 (11.11%) SAS
14 6 (11.11%) .NET
14 6 (11.11%) Data Management
14 6 (11.11%) Data Quality
14 6 (11.11%) Analytical Skills
15 5 (9.26%) Unit Testing
15 5 (9.26%) SQL Server Analysis Services
15 5 (9.26%) Unix
15 5 (9.26%) E-Commerce

ETL
Top Related IT Skills in Manchester 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 (11.11%) SAS
2 3 (5.56%) SharePoint
3 1 (1.85%) SharePoint 2013
3 1 (1.85%) WebSphere
Applications
1 11 (20.37%) MS Excel
2 1 (1.85%) MS Office
2 1 (1.85%) MS PowerPoint
Business Applications
1 1 (1.85%) Dynamics AX
1 1 (1.85%) Oracle EBS
1 1 (1.85%) Oracle EBS R12
1 1 (1.85%) SAP CRM
1 1 (1.85%) SAP hybris
Cloud Services
1 3 (5.56%) Google Analytics
1 3 (5.56%) Google Cloud Platform
2 1 (1.85%) Amazon AWS
2 1 (1.85%) Microsoft Azure
2 1 (1.85%) SaaS
Communications & Networking
1 1 (1.85%) Internet
Database & Business Intelligence
1 29 (53.70%) SQL Server
2 19 (35.19%) SQL Server Integration Services
3 16 (29.63%) Data Warehouse
4 10 (18.52%) SQL Server Reporting Services
5 9 (16.67%) DataStage
6 5 (9.26%) SQL Server Analysis Services
7 3 (5.56%) Big Data
7 3 (5.56%) BigQuery
7 3 (5.56%) MySQL
7 3 (5.56%) SAS Enterprise Guide
7 3 (5.56%) SAS Visual Analytics
8 2 (3.70%) Oracle Reports
8 2 (3.70%) SQL Server 2012
9 1 (1.85%) Enterprise Data Warehouse
9 1 (1.85%) OLAP Cube
9 1 (1.85%) Oracle ODI
9 1 (1.85%) Power BI
9 1 (1.85%) SAS Data Integration Studio
9 1 (1.85%) SQL Server 2008
9 1 (1.85%) SQL Server 2014
Development Applications
1 3 (5.56%) SQL Server Management Studio (SSMS)
1 3 (5.56%) Talend Open Studio
General
1 14 (25.93%) Finance
2 7 (12.96%) Banking
3 4 (7.41%) Marketing
4 3 (5.56%) Retail
5 1 (1.85%) Advertising
5 1 (1.85%) Back Office
5 1 (1.85%) Front Office
5 1 (1.85%) Investment Banking
5 1 (1.85%) Legal
Job Titles
1 24 (44.44%) Developer
2 14 (25.93%) Business Intelligence Developer
3 10 (18.52%) Consultant
3 10 (18.52%) SQL Developer
4 9 (16.67%) Analyst
5 8 (14.81%) SQL BI Developer
6 7 (12.96%) Cognos BI Developer
6 7 (12.96%) Cognos Developer
6 7 (12.96%) SAP BI Developer
6 7 (12.96%) SAP Developer
7 6 (11.11%) ETL Consultant
8 5 (9.26%) Data Analyst
8 5 (9.26%) DataStage Consultant
8 5 (9.26%) ETL Developer
9 4 (7.41%) Architect
9 4 (7.41%) Data Consultant
10 3 (5.56%) Business Developer
10 3 (5.56%) Data Architect
10 3 (5.56%) Database Developer
10 3 (5.56%) DataStage ETL Developer
Libraries, Frameworks & Software Standards
1 6 (11.11%) .NET
2 4 (7.41%) Web Services
3 2 (3.70%) XML
4 1 (1.85%) J2EE
Miscellaneous
1 6 (11.11%) Analytical Skills
2 3 (5.56%) Data Integration
2 3 (5.56%) iPad
3 2 (3.70%) Reference Data
4 1 (1.85%) Clustering
4 1 (1.85%) Data Structures
4 1 (1.85%) Enterprise Software
4 1 (1.85%) FMCG
4 1 (1.85%) Management Information System
4 1 (1.85%) Replication
4 1 (1.85%) Taxonomies
4 1 (1.85%) Visualisation
Operating Systems
1 5 (9.26%) Unix
2 1 (1.85%) Windows
2 1 (1.85%) Windows 7
Processes & Methodologies
1 23 (42.59%) Business Intelligence
2 19 (35.19%) Migration
3 15 (27.78%) Data Migration
4 10 (18.52%) ETL Development
5 8 (14.81%) System Testing
6 7 (12.96%) Data Modelling
7 6 (11.11%) Data Management
8 5 (9.26%) E-Commerce
8 5 (9.26%) Unit Testing
9 4 (7.41%) Analytics
9 4 (7.41%) Master Data Management
9 4 (7.41%) Operational Acceptance Testing
9 4 (7.41%) Quality Management
9 4 (7.41%) System Integration Testing
9 4 (7.41%) User Acceptance Testing
10 3 (5.56%) Agile Software Development
10 3 (5.56%) Business Analysis
10 3 (5.56%) Data Analysis
10 3 (5.56%) Data Transformation
10 3 (5.56%) Visual Analytics
Programming Languages
1 35 (64.81%) SQL
2 15 (27.78%) T-SQL
3 2 (3.70%) Java
4 1 (1.85%) C#
4 1 (1.85%) PL/SQL
4 1 (1.85%) Python
Qualifications
1 1 (1.85%) SC Cleared
1 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 6 (11.11%) Data Quality
2 2 (3.70%) QA
Vendors
1 22 (40.74%) Oracle
2 16 (29.63%) SAP
3 10 (18.52%) Microsoft
4 9 (16.67%) Cognos
5 7 (12.96%) IBM
6 5 (9.26%) Ab Initio
7 3 (5.56%) Google
7 3 (5.56%) Informatica
7 3 (5.56%) Tableau
7 3 (5.56%) Talend
8 1 (1.85%) hybris
8 1 (1.85%) Teradata