The following table provides summary statistics for contract job vacancies advertised in Manchester 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 28 March 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)
North West / Manchester
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 51 68 54
Rank change year-on-year +17 -14  
Contract jobs citing ETL 41 34 47
As % of all contract IT jobs advertised in Manchester 3.11% 1.90% 2.86%
As % of the Processes & Methodologies category 3.84% 2.27% 3.66%
Number of daily rates quoted 23 24 25
Median daily rate £338 £383 £350
Median daily rate % change year-on-year -11.76% +9.28%  
90% offered a daily rate of more than £284 £285 £288
10% offered a daily rate of more than £469 £500 £490
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 £37.50 - £40.00

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 Manchester with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Manchester
Contract job vacancies with a requirement for process and methodology skills 1067 1496 1285
As % of all contract IT job vacancies advertised in Manchester 80.89% 83.67% 78.07%
Number of daily rates quoted 685 907 688
Median daily rate £385 £400 £388
Median daily rate % change year-on-year -3.75% +3.22%  
90% offered a daily rate of more than £275 £295 £275
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 25 24 26
Median hourly rate £40.00 £18.99 £17.50
Median hourly rate % change year-on-year +110.60% +8.52%  
90% offered a hourly rate of more than £15.50 £15.00 £11.32
10% offered a hourly rate of more than £42.50 £40.00 £39.50
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

ETL
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

ETL
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for ETL in Manchester

ETL
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing ETL in Manchester over the 3 months to 28 March 2017.

Contractor daily rate histogram for ETL in Manchester

ETL
Contractor Hourly Rate Trend in Manchester

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

Contractor hourly rate trend for ETL 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 28 March 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
Stockport -2 2 - - 3
Rochdale - 1 - -
ETL
North West

ETL
Top 30 Co-occurring IT Skills in Manchester

For the 6 months to 28 March 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 Manchester region with a requirement for ETL.

1 47 (61.84%) SQL
2 45 (59.21%) Business Intelligence
3 33 (43.42%) SQL Server Integration Services
4 30 (39.47%) SQL Server Reporting Services
5 29 (38.16%) SQL Server
5 29 (38.16%) Data Warehouse
6 25 (32.89%) Finance
6 25 (32.89%) SQL Server Analysis Services
7 22 (28.95%) Oracle
8 15 (19.74%) Migration
8 15 (19.74%) Microsoft
9 14 (18.42%) T-SQL
10 13 (17.11%) Python
10 13 (17.11%) Data Migration
11 12 (15.79%) Data Transformation
12 11 (14.47%) Agile Software Development
13 10 (13.16%) QlikView
13 10 (13.16%) SAP
14 9 (11.84%) Data Modelling
14 9 (11.84%) Data Quality
14 9 (11.84%) Data Cleansing
15 8 (10.53%) Relational Database
15 8 (10.53%) MS Excel
16 7 (9.21%) ERP
16 7 (9.21%) Power BI
17 6 (7.89%) SQL Server 2014
17 6 (7.89%) Tableau
17 6 (7.89%) Microsoft Azure
17 6 (7.89%) Waterfall
17 6 (7.89%) Stakeholder Management

ETL
Co-occurring 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 4 (5.26%) Apache Spark
1 4 (5.26%) SAS
2 1 (1.32%) Apache
2 1 (1.32%) OpenStack
2 1 (1.32%) Oracle SOA Suite
Applications
1 8 (10.53%) MS Excel
Business Applications
1 3 (3.95%) Oracle Financials
2 2 (2.63%) SAP Oil and Gas
3 1 (1.32%) Dynamics AX
Cloud Services
1 6 (7.89%) Microsoft Azure
2 4 (5.26%) Amazon AWS
3 2 (2.63%) Amazon EMR
3 2 (2.63%) Google Cloud Platform
4 1 (1.32%) IaaS
4 1 (1.32%) PaaS
Communications & Networking
1 2 (2.63%) Internet
2 1 (1.32%) DHCP
2 1 (1.32%) DNS
2 1 (1.32%) Firewall
2 1 (1.32%) Kerberos
2 1 (1.32%) Network Security
Database & Business Intelligence
1 33 (43.42%) SQL Server Integration Services
2 30 (39.47%) SQL Server Reporting Services
3 29 (38.16%) Data Warehouse
3 29 (38.16%) SQL Server
4 25 (32.89%) SQL Server Analysis Services
5 10 (13.16%) QlikView
6 8 (10.53%) Relational Database
7 7 (9.21%) Power BI
8 6 (7.89%) SQL Server 2014
9 5 (6.58%) Big Data
9 5 (6.58%) Hadoop
10 4 (5.26%) DB2
10 4 (5.26%) Qlik Sense
10 4 (5.26%) SQL Server 2012
11 3 (3.95%) HDInsight
11 3 (3.95%) IBM InfoSphere
11 3 (3.95%) OLAP
11 3 (3.95%) OLAP Cube
11 3 (3.95%) SAS Enterprise Guide
11 3 (3.95%) Spark SQL
Development Applications
1 3 (3.95%) Team Foundation Server
1 3 (3.95%) Visual Studio
2 1 (1.32%) Jenkins
2 1 (1.32%) ProC
General
1 25 (32.89%) Finance
2 3 (3.95%) Billing
2 3 (3.95%) Marketing
3 2 (2.63%) Electronics
3 2 (2.63%) Manufacturing
3 2 (2.63%) Telecoms
4 1 (1.32%) Retail
Job Titles
1 41 (53.95%) Developer
2 19 (25.00%) Business Intelligence Developer
3 14 (18.42%) ETL Developer
4 12 (15.79%) SQL Developer
5 10 (13.16%) Consultant
6 7 (9.21%) Data Consultant
6 7 (9.21%) DBA
6 7 (9.21%) SQL DBA
7 6 (7.89%) Analyst
7 6 (7.89%) Architect
7 6 (7.89%) Oracle Developer
7 6 (7.89%) Python Developer
8 5 (6.58%) Oracle ETL Developer
8 5 (6.58%) QlikView Developer
8 5 (6.58%) SQL BI Developer
8 5 (6.58%) SSIS Developer
9 4 (5.26%) Business Intelligence Architect
9 4 (5.26%) SSRS Developer
10 3 (3.95%) Data Quality Consultant
10 3 (3.95%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 5 (6.58%) MDX
2 3 (3.95%) Spark Streaming
3 2 (2.63%) .NET
4 1 (1.32%) Kafka
4 1 (1.32%) Oracle Fusion
4 1 (1.32%) REST
Miscellaneous
1 5 (6.58%) Analytical Skills
2 3 (3.95%) Data Structures
2 3 (3.95%) Management Information System
3 2 (2.63%) Clustering
3 2 (2.63%) Replication
4 1 (1.32%) Computer Science
4 1 (1.32%) Credit Risk
4 1 (1.32%) iPad
4 1 (1.32%) Private Cloud
Operating Systems
1 3 (3.95%) Windows
1 3 (3.95%) Windows Server
2 2 (2.63%) Linux
3 1 (1.32%) CentOS
3 1 (1.32%) Red Hat Enterprise Linux
3 1 (1.32%) Ubuntu
3 1 (1.32%) Unix
Processes & Methodologies
1 45 (59.21%) Business Intelligence
2 15 (19.74%) Migration
3 13 (17.11%) Data Migration
4 12 (15.79%) Data Transformation
5 11 (14.47%) Agile Software Development
6 9 (11.84%) Data Cleansing
6 9 (11.84%) Data Modelling
7 7 (9.21%) ERP
8 6 (7.89%) Stakeholder Management
8 6 (7.89%) Waterfall
9 5 (6.58%) Analytics
9 5 (6.58%) Visualisation
10 4 (5.26%) Data Analysis
10 4 (5.26%) Data Architecture
10 4 (5.26%) Data Management
10 4 (5.26%) ETL Development
10 4 (5.26%) Performance Tuning
11 3 (3.95%) Data Integration
11 3 (3.95%) Pair Programming
11 3 (3.95%) TDD
Programming Languages
1 47 (61.84%) SQL
2 14 (18.42%) T-SQL
3 13 (17.11%) Python
4 5 (6.58%) PL/SQL
5 4 (5.26%) Java
6 2 (2.63%) C#
7 1 (1.32%) PROC SQL
7 1 (1.32%) R
7 1 (1.32%) Ruby
7 1 (1.32%) SAS Macro
7 1 (1.32%) Scala
7 1 (1.32%) VBA
Qualifications
1 3 (3.95%) Degree
2 2 (2.63%) ISEB
3 1 (1.32%) HND
3 1 (1.32%) SAS Certification
Quality Assurance & Compliance
1 9 (11.84%) Data Quality
2 1 (1.32%) QA
2 1 (1.32%) SLA
System Software
1 1 (1.32%) HDFS
1 1 (1.32%) VMware ESXi
1 1 (1.32%) vSphere
Systems Management
1 2 (2.63%) HP Quality Center
1 2 (2.63%) Puppet
2 1 (1.32%) Ansible
2 1 (1.32%) Salt
Vendors
1 22 (28.95%) Oracle
2 15 (19.74%) Microsoft
3 10 (13.16%) SAP
4 6 (7.89%) Tableau
5 5 (6.58%) Informatica
6 3 (3.95%) IBM
7 2 (2.63%) Google
7 2 (2.63%) Teradata
8 1 (1.32%) Cognos
8 1 (1.32%) Hyperion
8 1 (1.32%) JD Edwards
8 1 (1.32%) MicroStrategy
8 1 (1.32%) Red Hat
8 1 (1.32%) RightScale
8 1 (1.32%) VMware
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