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 3 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
3 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 66 47 78
Rank change year-on-year
-19 +31
Contract jobs citing ETL 34 59 23
As % of all contract IT jobs located in Manchester 2.07% 3.01% 1.55%
As % of the Processes & Methodologies category 2.44% 3.77% 2.04%
Number of daily rates quoted 27 37 15
Median daily rate £450 £400 £315
Median daily rate % change year-on-year
+12.50% +26.98%
90% offered a daily rate of more than £333 £265 £245
10% offered a daily rate of more than £550 £450 £495
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 £41.00 £38.50 £37.88
% change year-on-year
+6.49% +1.65%
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
1394 1563 1126
As % of all contract IT jobs located in Manchester 84.74% 79.62% 75.93%
Number of daily rates quoted 910 899 712
Median daily rate £420 £375 £350
Median daily rate % change year-on-year
+12.00% +7.14%
90% offered a daily rate of more than £300 £263 £261
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 16 42 29
Median hourly rate £18.00 £18.00 £16.00
Median hourly rate % change year-on-year
- +12.50%
90% offered a hourly rate of more than £14.75 £12.35 £11.25
10% offered a hourly rate of more than £42.50 £40.00 £28.13
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 3 December 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
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Manchester region over the 3 months to 3 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
Stockport -9 1 £500 - 4
Altrincham - 1 £500 -
Bolton - 1 £350 -
Bury - 1 - -
ETL
North West

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 3 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 Manchester region with a requirement for ETL.

1 39 (58.21%) SQL
2 34 (50.75%) Business Intelligence
3 28 (41.79%) SQL Server
4 27 (40.30%) SQL Server Integration Services
5 25 (37.31%) Finance
5 25 (37.31%) Data Warehouse
6 23 (34.33%) SAP
7 20 (29.85%) Migration
8 18 (26.87%) Oracle
9 16 (23.88%) SQL Server Reporting Services
9 16 (23.88%) Data Migration
10 15 (22.39%) Microsoft
11 13 (19.40%) MS Excel
12 11 (16.42%) SQL Server Analysis Services
12 11 (16.42%) ETL Development
13 9 (13.43%) Informatica
13 9 (13.43%) Cognos
13 9 (13.43%) T-SQL
14 8 (11.94%) System Testing
14 8 (11.94%) .NET
14 8 (11.94%) Data Analysis
15 7 (10.45%) SAS
16 6 (8.96%) Data Quality
16 6 (8.96%) Continuous Improvement
16 6 (8.96%) User Acceptance Testing
16 6 (8.96%) Banking
16 6 (8.96%) Data Modelling
16 6 (8.96%) Agile Software Development
16 6 (8.96%) Data Management
17 5 (7.46%) Google

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 7 (10.45%) SAS
2 2 (2.99%) Apache Spark
2 2 (2.99%) SharePoint
3 1 (1.49%) Oracle SOA Suite
3 1 (1.49%) SharePoint 2013
3 1 (1.49%) WebSphere
Applications
1 13 (19.40%) MS Excel
2 1 (1.49%) MS PowerPoint
Business Applications
1 2 (2.99%) Oracle EBS
1 2 (2.99%) SAP Oil and Gas
2 1 (1.49%) Dynamics AX
2 1 (1.49%) Oracle Financials
Cloud Services
1 5 (7.46%) Google Cloud Platform
1 5 (7.46%) Microsoft Azure
2 4 (5.97%) Amazon AWS
3 3 (4.48%) Google Analytics
4 2 (2.99%) Amazon EMR
5 1 (1.49%) SaaS
Communications & Networking
1 3 (4.48%) Internet
2 1 (1.49%) DHCP
2 1 (1.49%) DNS
2 1 (1.49%) Firewall
2 1 (1.49%) Network Security
Database & Business Intelligence
1 28 (41.79%) SQL Server
2 27 (40.30%) SQL Server Integration Services
3 25 (37.31%) Data Warehouse
4 16 (23.88%) SQL Server Reporting Services
5 11 (16.42%) SQL Server Analysis Services
6 5 (7.46%) Oracle Reports
6 5 (7.46%) SAS Enterprise Guide
7 4 (5.97%) SQL Server 2012
8 3 (4.48%) BigQuery
8 3 (4.48%) DB2
8 3 (4.48%) IBM InfoSphere
8 3 (4.48%) MySQL
8 3 (4.48%) SAS Visual Analytics
8 3 (4.48%) SQL Server 2014
9 2 (2.99%) Big Data
9 2 (2.99%) Hadoop
9 2 (2.99%) OLAP
9 2 (2.99%) PowerCenter
9 2 (2.99%) QlikView
9 2 (2.99%) SQL Server 2008
Development Applications
1 3 (4.48%) SQL Server Management Studio (SSMS)
2 2 (2.99%) Oracle APEX
3 1 (1.49%) Jenkins
3 1 (1.49%) Talend Open Studio
3 1 (1.49%) Visual Studio
General
1 25 (37.31%) Finance
2 6 (8.96%) Banking
3 5 (7.46%) Marketing
4 3 (4.48%) Billing
5 2 (2.99%) Electronics
5 2 (2.99%) Manufacturing
5 2 (2.99%) Telecoms
6 1 (1.49%) Back Office
6 1 (1.49%) Front Office
6 1 (1.49%) Legal
Job Titles
1 27 (40.30%) Developer
2 18 (26.87%) Business Intelligence Developer
3 12 (17.91%) Consultant
4 10 (14.93%) SQL Developer
5 9 (13.43%) SQL BI Developer
6 8 (11.94%) Analyst
7 7 (10.45%) Architect
7 7 (10.45%) Cognos BI Developer
7 7 (10.45%) Cognos Developer
7 7 (10.45%) Data Consultant
7 7 (10.45%) SAP BI Developer
7 7 (10.45%) SAP Developer
8 4 (5.97%) Administrator
8 4 (5.97%) Data Analyst
8 4 (5.97%) ETL Architect
8 4 (5.97%) ETL Developer
8 4 (5.97%) Informatica Consultant
9 3 (4.48%) Data Architect
9 3 (4.48%) Data Warehouse Developer
9 3 (4.48%) Database Developer
Libraries, Frameworks & Software Standards
1 8 (11.94%) .NET
2 2 (2.99%) Spark Streaming
3 1 (1.49%) J2EE
3 1 (1.49%) Oracle Fusion
Miscellaneous
1 4 (5.97%) Data Structures
1 4 (5.97%) Management Information System
2 3 (4.48%) Analytical Skills
2 3 (4.48%) Clustering
2 3 (4.48%) Data Integration
2 3 (4.48%) Replication
3 2 (2.99%) Visualisation
4 1 (1.49%) Enterprise Software
4 1 (1.49%) FMCG
4 1 (1.49%) Taxonomies
Operating Systems
1 5 (7.46%) Unix
2 2 (2.99%) Windows
2 2 (2.99%) Windows Server
3 1 (1.49%) CentOS
3 1 (1.49%) Linux
Processes & Methodologies
1 34 (50.75%) Business Intelligence
2 20 (29.85%) Migration
3 16 (23.88%) Data Migration
4 11 (16.42%) ETL Development
5 8 (11.94%) Data Analysis
5 8 (11.94%) System Testing
6 6 (8.96%) Agile Software Development
6 6 (8.96%) Continuous Improvement
6 6 (8.96%) Data Management
6 6 (8.96%) Data Modelling
6 6 (8.96%) User Acceptance Testing
7 5 (7.46%) Analytics
7 5 (7.46%) Unit Testing
8 4 (5.97%) Operational Acceptance Testing
8 4 (5.97%) System Integration Testing
9 3 (4.48%) Data Architecture
9 3 (4.48%) Data Governance
9 3 (4.48%) Data Transformation
9 3 (4.48%) Service Delivery
9 3 (4.48%) Visual Analytics
Programming Languages
1 39 (58.21%) SQL
2 9 (13.43%) T-SQL
3 3 (4.48%) C#
3 3 (4.48%) Java
4 2 (2.99%) Python
5 1 (1.49%) PL/SQL
5 1 (1.49%) Ruby
Qualifications
1 5 (7.46%) SC Cleared
1 5 (7.46%) Security Cleared
2 2 (2.99%) ISEB
Quality Assurance & Compliance
1 6 (8.96%) Data Quality
2 3 (4.48%) QA
3 1 (1.49%) SLA
Systems Management
1 2 (2.99%) HP Quality Center
2 1 (1.49%) Puppet
Vendors
1 23 (34.33%) SAP
2 18 (26.87%) Oracle
3 15 (22.39%) Microsoft
4 9 (13.43%) Cognos
4 9 (13.43%) Informatica
5 5 (7.46%) Ab Initio
5 5 (7.46%) Google
6 3 (4.48%) IBM
6 3 (4.48%) Teradata
7 1 (1.49%) Hyperion
7 1 (1.49%) MicroStrategy
7 1 (1.49%) Red Hat
7 1 (1.49%) RightScale
7 1 (1.49%) Tableau
7 1 (1.49%) Talend
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