The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 3 months to 23 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Integration
England / North West
Rank 124 138 128
Rank change year-on-year +14 -10  
Contract jobs citing Data Integration 13 20 19
As % of all contract IT jobs advertised in the North West 0.51% 0.52% 0.54%
As % of the Processes & Methodologies category 0.62% 0.64% 0.69%
Number of daily rates quoted 6 10 5
Median daily rate £538 £513 £450
Median daily rate % change year-on-year +4.87% +13.88%  
90% offered a daily rate of more than £350 £472 £350
10% offered a daily rate of more than £600 £655 £550
UK excluding London median daily rate £428 £450 £430
% change year-on-year -5.00% +4.65%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Data Integration 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 the North West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2110 3146 2752
As % of all contract IT job vacancies advertised in the North West 82.42% 82.42% 78.72%
Number of daily rates quoted 1335 1901 1508
Median daily rate £400 £400 £400
90% offered a daily rate of more than £283 £290 £275
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 107 126 127
Median hourly rate £40.00 £38.00 £40.00
Median hourly rate % change year-on-year +5.26% -5.00%  
90% offered a hourly rate of more than £16.00 £16.25 £13.00
10% offered a hourly rate of more than £50.80 £50.00 £60.00
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Integration
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Integration in the North West

Data Integration
Contractor Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in the North West.

Contractor daily rate trend for Data Integration in the North West

Data Integration
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Integration in the North West over the 3 months to 23 March 2017.

Contractor daily rate histogram for Data Integration in the North West

Data Integration
Contractor Hourly Rate Trend in the North West

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Integration in the North West.

Contractor hourly rate trend for Data Integration in the North West

Data Integration
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the North West region over the 3 months to 23 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
Cheshire +26 8 £438 -12.50% 1
Manchester +17 4 £550 +4.76% 3
Merseyside 0 1 £650 -
Data Integration
England

Data Integration
Top 30 Related IT Skills in the North West

For the 6 months to 23 March 2017, IT contractor jobs citing Data Integration 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 North West region with a requirement for Data Integration.

1 11 (45.83%) ETL
2 10 (41.67%) Data Warehouse
3 9 (37.50%) Business Intelligence
3 9 (37.50%) Finance
4 6 (25.00%) Migration
4 6 (25.00%) Microsoft
4 6 (25.00%) SQL
4 6 (25.00%) Talend Open Studio
4 6 (25.00%) Big Data
4 6 (25.00%) Talend
4 6 (25.00%) Analytics
5 5 (20.83%) Amazon AWS
5 5 (20.83%) Process Improvement
5 5 (20.83%) Open Source
5 5 (20.83%) SQL Server Integration Services
5 5 (20.83%) MS Excel
5 5 (20.83%) Retail
6 4 (16.67%) Data Modelling
6 4 (16.67%) SAS
6 4 (16.67%) Oracle
6 4 (16.67%) ITIL
6 4 (16.67%) Cloud Computing
7 3 (12.50%) Oracle ODI
7 3 (12.50%) Amazon Redshift
7 3 (12.50%) SAS Data Integration Studio
7 3 (12.50%) Data Migration
7 3 (12.50%) Data Mapping
7 3 (12.50%) SQL Server Analysis Services
7 3 (12.50%) Marketing
7 3 (12.50%) JIRA

Data Integration
Top Related IT Skills in the North West 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 (16.67%) SAS
2 2 (8.33%) Apache Pig
3 1 (4.17%) SharePoint
Applications
1 5 (20.83%) MS Excel
2 2 (8.33%) MS Project
2 2 (8.33%) SPSS
Business Applications
1 3 (12.50%) Dynamics CRM
Cloud Services
1 5 (20.83%) Amazon AWS
2 4 (16.67%) Cloud Computing
3 2 (8.33%) Amazon Kinesis
3 2 (8.33%) Office 365
4 1 (4.17%) Microsoft Azure
Database & Business Intelligence
1 10 (41.67%) Data Warehouse
2 6 (25.00%) Big Data
3 5 (20.83%) SQL Server Integration Services
4 3 (12.50%) Amazon Redshift
4 3 (12.50%) Oracle ODI
4 3 (12.50%) SAS Data Integration Studio
4 3 (12.50%) SQL Server
4 3 (12.50%) SQL Server Analysis Services
4 3 (12.50%) SQL Server Reporting Services
5 2 (8.33%) Apache Hive
5 2 (8.33%) BusinessObjects
5 2 (8.33%) Data Lake
5 2 (8.33%) Data Mining
5 2 (8.33%) Hadoop
5 2 (8.33%) Relational Database
5 2 (8.33%) Spark SQL
6 1 (4.17%) Power BI
6 1 (4.17%) SAS Visual Analytics
6 1 (4.17%) SQL Server 2014
6 1 (4.17%) SQL Server 2016
Development Applications
1 6 (25.00%) Talend Open Studio
2 3 (12.50%) JIRA
3 1 (4.17%) ProC
3 1 (4.17%) Team Foundation Server
3 1 (4.17%) Visual Studio
General
1 9 (37.50%) Finance
2 5 (20.83%) Retail
3 3 (12.50%) Banking
3 3 (12.50%) Marketing
4 1 (4.17%) Pharmaceutical
Job Titles
1 8 (33.33%) Developer
2 5 (20.83%) Analyst
2 5 (20.83%) Architect
3 4 (16.67%) Talend Developer
4 3 (12.50%) Data Analyst
5 2 (8.33%) AWS Engineer
5 2 (8.33%) Banking Project Manager
5 2 (8.33%) CRM Manager
5 2 (8.33%) CRM Project Manager
5 2 (8.33%) Customer Analyst
5 2 (8.33%) Customer Insight Analyst
5 2 (8.33%) Data Engineer
5 2 (8.33%) Insight Analyst
5 2 (8.33%) IT Manager
5 2 (8.33%) IT Project Manager
5 2 (8.33%) Linux Engineer
5 2 (8.33%) Project Manager
5 2 (8.33%) Research Analyst
5 2 (8.33%) Solutions Architect
6 1 (4.17%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 2 (8.33%) Kafka
2 1 (4.17%) Ajax
2 1 (4.17%) CSS
2 1 (4.17%) HTML
2 1 (4.17%) Web Services
2 1 (4.17%) XHTML
2 1 (4.17%) XML
Miscellaneous
1 2 (8.33%) Analytical Skills
2 1 (4.17%) Credit Risk
2 1 (4.17%) User Experience
Operating Systems
1 2 (8.33%) Linux
2 1 (4.17%) Unix
Processes & Methodologies
1 11 (45.83%) ETL
2 9 (37.50%) Business Intelligence
3 6 (25.00%) Analytics
3 6 (25.00%) Migration
4 5 (20.83%) Open Source
4 5 (20.83%) Process Improvement
5 4 (16.67%) Data Modelling
5 4 (16.67%) ITIL
6 3 (12.50%) CRM
6 3 (12.50%) Data Mapping
6 3 (12.50%) Data Migration
6 3 (12.50%) Information Management
6 3 (12.50%) Project Management
7 2 (8.33%) ITIL V3
7 2 (8.33%) Load Testing
7 2 (8.33%) Market Research
7 2 (8.33%) Project Governance
7 2 (8.33%) Supplier Management
7 2 (8.33%) System Testing
7 2 (8.33%) Wealth Management
Programming Languages
1 6 (25.00%) SQL
2 1 (4.17%) C#
2 1 (4.17%) JavaScript
2 1 (4.17%) PROC SQL
2 1 (4.17%) SAS Macro
2 1 (4.17%) T-SQL
2 1 (4.17%) VBA
Qualifications
1 1 (4.17%) BPSS Clearance
1 1 (4.17%) Degree
1 1 (4.17%) SAS Certification
Quality Assurance & Compliance
1 1 (4.17%) Sarbanes-Oxley
System Software
1 1 (4.17%) Active Directory
Vendors
1 6 (25.00%) Microsoft
1 6 (25.00%) Talend
2 4 (16.67%) Oracle
3 2 (8.33%) SAP
3 2 (8.33%) Tableau
4 1 (4.17%) Google
4 1 (4.17%) Informatica
4 1 (4.17%) Salesforce.com
4 1 (4.17%) Twitter
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