Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 60 95 43
Rank change year-on-year +35 -52 +40
Contract jobs citing ETL 88 67 129
As % of all contract IT jobs advertised in Manchester 2.98% 1.89% 3.42%
As % of the Processes & Methodologies category 3.68% 2.25% 4.26%
Number of daily rates quoted 69 51 94
Manchester median daily rate £413 £425 £425
Median daily rate % change year-on-year -2.94% - +23.64%
10th Percentile £313 £313 £308
90th Percentile £604 £575 £500
North West median daily rate £400 £400 £425
% change year-on-year - -5.88% -
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate £46.21 £20.50 £33.00
% change year-on-year +125.41% -37.88% -50.75%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Contract vacancies with a requirement for process or methodology skills 2394 2979 3030
As % of all contract IT jobs advertised in Manchester 81.10% 83.92% 80.26%
Number of daily rates quoted 1531 1894 1794
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.22%
10th Percentile £263 £263 £238
90th Percentile £575 £538 £530
North West median daily rate £400 £400 £400
Number of hourly rates quoted 80 56 78
Manchester median hourly rate £17.50 £15.25 £19.50
Median hourly rate % change year-on-year +14.75% -21.79% +30.00%
10th Percentile £11.75 £11.54 £11.00
90th Percentile £45.30 £40.00 £42.15
North West median hourly rate £27.00 £22.42 £30.52
% change year-on-year +20.41% -26.53% +74.40%

ETL
Job Vacancy Trend in Manchester

Job postings citing ETL as a percentage of all IT jobs advertised in Manchester.

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 6 months to 22 November 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 contractor hourly rates quoted in IT 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Salford - 5 £415 -
Bolton +1 3 £488 +39.29%
ETL
North West

For the 6 months to 22 November 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 48 (54.55%) Business Intelligence
2 44 (50.00%) SQL
3 39 (44.32%) SQL Server Integration Services
4 34 (38.64%) Migration
5 33 (37.50%) SQL Server
6 31 (35.23%) Data Warehouse
6 31 (35.23%) Microsoft
7 27 (30.68%) Data Migration
8 26 (29.55%) SQL Server Reporting Services
9 22 (25.00%) Data Modelling
10 18 (20.45%) Data Quality
11 16 (18.18%) Oracle
12 15 (17.05%) SharePoint
12 15 (17.05%) Agile Software Development
12 15 (17.05%) Data Architecture
13 14 (15.91%) Analytical Skills
14 13 (14.77%) SQL Server Analysis Services
14 13 (14.77%) Finance
15 12 (13.64%) T-SQL
16 11 (12.50%) Intranet
16 11 (12.50%) Data Management
16 11 (12.50%) Information Architecture
16 11 (12.50%) Kalman Filter
16 11 (12.50%) Data Governance
17 10 (11.36%) Big Data
17 10 (11.36%) Management Information System
17 10 (11.36%) IBM
17 10 (11.36%) Java
17 10 (11.36%) Analytical Thinking
18 9 (10.23%) OLAP

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 15 (17.05%) SharePoint
2 6 (6.82%) Apache Spark
3 2 (2.27%) IIS
3 2 (2.27%) SAS
4 1 (1.14%) Elasticsearch
4 1 (1.14%) Tomcat
Applications
1 3 (3.41%) Microsoft Excel
Business Applications
1 5 (5.68%) Dynamics AX
2 4 (4.55%) Cognos Business Intelligence
3 1 (1.14%) Oracle Applications
3 1 (1.14%) Oracle BPM
3 1 (1.14%) Salesforce.com CRM
Cloud Services
1 7 (7.95%) Microsoft Azure
2 1 (1.14%) GitHub
Communications & Networking
1 11 (12.50%) Intranet
2 2 (2.27%) SAN
Database & Business Intelligence
1 39 (44.32%) SQL Server Integration Services
2 33 (37.50%) SQL Server
3 31 (35.23%) Data Warehouse
4 26 (29.55%) SQL Server Reporting Services
5 13 (14.77%) SQL Server Analysis Services
6 10 (11.36%) Big Data
7 9 (10.23%) OLAP
7 9 (10.23%) Relational Database
8 8 (9.09%) DataStage
8 8 (9.09%) Star Schema
9 7 (7.95%) MongoDB
9 7 (7.95%) SQL Server 2014
10 6 (6.82%) Hadoop
10 6 (6.82%) Power BI
10 6 (6.82%) SQL Server 2008
11 5 (5.68%) PostgreSQL
11 5 (5.68%) QlikView
12 4 (4.55%) Apache Hive
12 4 (4.55%) DB2
12 4 (4.55%) OLTP
Development Applications
1 5 (5.68%) Visual Studio
2 4 (4.55%) JIRA
3 3 (3.41%) Git (software)
3 3 (3.41%) TeamCity
4 2 (2.27%) Talend Open Studio
4 2 (2.27%) Team Foundation Server
5 1 (1.14%) Cucumber
5 1 (1.14%) Oracle Forms
General
1 13 (14.77%) Finance
2 7 (7.95%) Retail
3 3 (3.41%) Electronics
3 3 (3.41%) Manufacturing
3 3 (3.41%) Marketing
3 3 (3.41%) Telecoms
4 2 (2.27%) Advertising
5 1 (1.14%) Banking
5 1 (1.14%) Pharmaceutical
Job Titles
1 41 (46.59%) Developer
2 17 (19.32%) Architect
2 17 (19.32%) Business Intelligence Developer
3 10 (11.36%) Information Architect
4 9 (10.23%) Data Warehouse Developer
4 9 (10.23%) SQL Developer
5 8 (9.09%) Analyst
6 7 (7.95%) Data Architect
7 6 (6.82%) ETL Developer
8 5 (5.68%) Cognos BI Developer
8 5 (5.68%) Cognos Developer
8 5 (5.68%) DataStage Developer
8 5 (5.68%) SSIS Developer
9 4 (4.55%) Data Analyst
9 4 (4.55%) Data Engineer
9 4 (4.55%) DBA
9 4 (4.55%) SSRS Developer
10 3 (3.41%) Business Analyst
10 3 (3.41%) Consultant
10 3 (3.41%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 8 (9.09%) .NET
2 6 (6.82%) XML
3 5 (5.68%) Hibernate
3 5 (5.68%) XSLT
4 4 (4.55%) jQuery
4 4 (4.55%) XSD
5 3 (3.41%) JSON
5 3 (3.41%) MDX
6 2 (2.27%) ASP.NET
6 2 (2.27%) PySpark
7 1 (1.14%) CSS
7 1 (1.14%) HTML
7 1 (1.14%) J2EE
7 1 (1.14%) Java EE
7 1 (1.14%) SOAP
7 1 (1.14%) Spring
7 1 (1.14%) Struts
7 1 (1.14%) Velocity
7 1 (1.14%) Web Services
7 1 (1.14%) WSDL
Miscellaneous
1 14 (15.91%) Analytical Skills
2 10 (11.36%) Management Information System
3 7 (7.95%) Taxonomies
4 4 (4.55%) Data Structures
5 2 (2.27%) Clustering
5 2 (2.27%) Computer Science
6 1 (1.14%) iPad
6 1 (1.14%) Life Science
6 1 (1.14%) User Experience
Operating Systems
1 8 (9.09%) Linux
2 4 (4.55%) Red Hat Enterprise Linux
3 3 (3.41%) Unix
4 1 (1.14%) Solaris
Processes & Methodologies
1 48 (54.55%) Business Intelligence
2 34 (38.64%) Migration
3 27 (30.68%) Data Migration
4 22 (25.00%) Data Modelling
5 15 (17.05%) Agile Software Development
5 15 (17.05%) Data Architecture
6 11 (12.50%) Data Governance
6 11 (12.50%) Data Management
6 11 (12.50%) Information Architecture
6 11 (12.50%) Kalman Filter
7 10 (11.36%) Analytical Thinking
8 7 (7.95%) Business Analysis
8 7 (7.95%) Performance Tuning
9 6 (6.82%) Content Development
9 6 (6.82%) Data Transformation
9 6 (6.82%) Stakeholder Management
10 5 (5.68%) Analytics
10 5 (5.68%) Configuration Management
10 5 (5.68%) ITIL
10 5 (5.68%) Scrum
Programming Languages
1 44 (50.00%) SQL
2 12 (13.64%) T-SQL
3 10 (11.36%) Java
4 7 (7.95%) Python
5 5 (5.68%) PL/SQL
6 4 (4.55%) XPath
7 3 (3.41%) Shell Script
8 2 (2.27%) Data Analysis Expressions (DAX)
9 1 (1.14%) JavaScript
Qualifications
1 3 (3.41%) Degree
2 1 (1.14%) BC Cleared
2 1 (1.14%) BPSS Clearance
2 1 (1.14%) Security Cleared
Quality Assurance & Compliance
1 18 (20.45%) Data Quality
2 3 (3.41%) QA
3 1 (1.14%) HL7
System Software
1 3 (3.41%) Docker
1 3 (3.41%) Virtual Machines
2 1 (1.14%) Tivoli Workload Scheduler
Systems Management
1 3 (3.41%) Oozie
2 2 (2.27%) Failover Clustering
3 1 (1.14%) Systems Management Server (SMS)
3 1 (1.14%) Tivoli
Vendors
1 31 (35.23%) Microsoft
2 16 (18.18%) Oracle
3 10 (11.36%) IBM
4 6 (6.82%) Cognos
4 6 (6.82%) JD Edwards
5 5 (5.68%) Capita
5 5 (5.68%) SAP
6 4 (4.55%) EnterpriseDB
6 4 (4.55%) Red Hat
7 3 (3.41%) Informatica
7 3 (3.41%) Tableau
7 3 (3.41%) Teradata
8 2 (2.27%) Talend
9 1 (1.14%) Axway
9 1 (1.14%) Cisco
9 1 (1.14%) Hyperion
9 1 (1.14%) Intel
9 1 (1.14%) MuleSoft
9 1 (1.14%) Salesforce.com