The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Data Extraction skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Extraction over the 3 months to 26 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
26 Mar 2017
Same period 2016 Same period 2015
Data Extraction
England / North West
Rank 121 146 129
Rank change year-on-year +25 -17  
Contract jobs citing Data Extraction 7 11 21
As % of all contract IT jobs advertised in the North West 0.27% 0.29% 0.59%
As % of the Processes & Methodologies category 0.33% 0.35% 0.74%
Number of daily rates quoted 2 6 11
Median daily rate £245 £322 £500
Median daily rate % change year-on-year -23.93% -35.65%  
90% offered a daily rate of more than £185 £308 £400
10% offered a daily rate of more than £305 £325 £550
UK excluding London median daily rate £400 £375 £378
% change year-on-year +6.66% -0.66%  
Number of hourly rates quoted 1 0 1
Median hourly rate £16.50 - £16.50
UK excluding London median hourly rate £18.50 £16.75 £14.00
% change year-on-year +10.44% +19.64%  

Data Extraction 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 2113 3163 2829
As % of all contract IT job vacancies advertised in the North West 82.35% 82.43% 78.87%
Number of daily rates quoted 1340 1915 1539
Median daily rate £400 £400 £400
90% offered a daily rate of more than £281 £290 £275
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 109 122 127
Median hourly rate £40.00 £37.50 £40.00
Median hourly rate % change year-on-year +6.66% -6.25%  
90% offered a hourly rate of more than £16.00 £16.00 £13.00
10% offered a hourly rate of more than £50.50 £50.00 £60.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Extraction
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Extraction in the North West

Data Extraction
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 Extraction in the North West.

Contractor daily rate trend for Data Extraction in the North West

Data Extraction
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Extraction in the North West over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Extraction in the North West

Data Extraction
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 Extraction in the North West.

Contractor hourly rate trend for Data Extraction in the North West

Data Extraction
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 Extraction within the North West region over the 3 months to 26 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 +31 2 £320 -
Manchester +9 2 - - 2
Cumbria - 2 £170 -
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in the North West

For the 6 months to 26 March 2017, IT contractor jobs citing Data Extraction 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 Extraction.

1 9 (56.25%) SQL
1 9 (56.25%) SQL Server
2 8 (50.00%) Data Warehouse
2 8 (50.00%) ETL
3 6 (37.50%) Analytical Skills
4 5 (31.25%) Tableau
4 5 (31.25%) Data Quality
4 5 (31.25%) Data Modelling
4 5 (31.25%) Business Intelligence
4 5 (31.25%) SQL Server Reporting Services
5 4 (25.00%) SQL Server Integration Services
5 4 (25.00%) Visualisation
5 4 (25.00%) Oracle
6 3 (18.75%) Dashboard Development
6 3 (18.75%) Kalman Filter
6 3 (18.75%) Analytics
6 3 (18.75%) DB2
6 3 (18.75%) Oracle Reports
6 3 (18.75%) REST
6 3 (18.75%) Product Management
6 3 (18.75%) Degree
6 3 (18.75%) Dimensional Modelling
6 3 (18.75%) Stakeholder Management
7 2 (12.50%) Data Management
7 2 (12.50%) Information Management
7 2 (12.50%) Migration
7 2 (12.50%) Data Migration
7 2 (12.50%) SQL Server Analysis Services
7 2 (12.50%) SQL Server 2008
7 2 (12.50%) T-SQL

Data Extraction
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 1 (6.25%) SAS
Applications
1 1 (6.25%) Acrobat
1 1 (6.25%) MS Excel
Database & Business Intelligence
1 9 (56.25%) SQL Server
2 8 (50.00%) Data Warehouse
3 5 (31.25%) SQL Server Reporting Services
4 4 (25.00%) SQL Server Integration Services
5 3 (18.75%) DB2
5 3 (18.75%) Oracle Reports
6 2 (12.50%) SQL Server 2008
6 2 (12.50%) SQL Server Analysis Services
7 1 (6.25%) Big Data
7 1 (6.25%) GIS
7 1 (6.25%) PostgreSQL
7 1 (6.25%) QlikView
7 1 (6.25%) Relational Database
7 1 (6.25%) Spotfire
7 1 (6.25%) SQL Server 2012
7 1 (6.25%) SQL Server 2014
Development Applications
1 1 (6.25%) Talend Open Studio
General
1 1 (6.25%) Finance
1 1 (6.25%) Local Government
1 1 (6.25%) Marketing
1 1 (6.25%) Retail
1 1 (6.25%) Telecoms
Job Titles
1 6 (37.50%) Developer
2 5 (31.25%) Consultant
3 4 (25.00%) Analyst
3 4 (25.00%) SSIS Developer
4 3 (18.75%) Data Analyst
4 3 (18.75%) Data Warehouse Developer
4 3 (18.75%) SQL Developer
4 3 (18.75%) SSRS Developer
4 3 (18.75%) Tableau Consultant
5 2 (12.50%) Data Quality Analyst
5 2 (12.50%) Quality Analyst
5 2 (12.50%) SQL Server Data Warehouse Developer
5 2 (12.50%) SQL Server Developer
6 1 (6.25%) Business Analyst
6 1 (6.25%) Business Intelligence Developer
6 1 (6.25%) Data Compliance Analyst
6 1 (6.25%) Data Consultant
6 1 (6.25%) ETL Developer
6 1 (6.25%) Linux Consultant
6 1 (6.25%) Unix Consultant
Libraries, Frameworks & Software Standards
1 3 (18.75%) REST
2 1 (6.25%) MDX
Miscellaneous
1 6 (37.50%) Analytical Skills
2 2 (12.50%) NHS
3 1 (6.25%) Credit Risk
3 1 (6.25%) FMCG
3 1 (6.25%) Management Information System
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Unix
Processes & Methodologies
1 8 (50.00%) ETL
2 5 (31.25%) Business Intelligence
2 5 (31.25%) Data Modelling
3 4 (25.00%) Visualisation
4 3 (18.75%) Analytics
4 3 (18.75%) Dashboard Development
4 3 (18.75%) Dimensional Modelling
4 3 (18.75%) Kalman Filter
4 3 (18.75%) Product Management
4 3 (18.75%) Stakeholder Management
5 2 (12.50%) Data Management
5 2 (12.50%) Data Migration
5 2 (12.50%) Information Management
5 2 (12.50%) Logical Data Model
5 2 (12.50%) Migration
5 2 (12.50%) Physical Data Model
6 1 (6.25%) Business Analysis
6 1 (6.25%) Data Visualisation
6 1 (6.25%) Project Management
6 1 (6.25%) Web Analytics
Programming Languages
1 9 (56.25%) SQL
2 2 (12.50%) T-SQL
3 1 (6.25%) Perl
3 1 (6.25%) Python
3 1 (6.25%) VB
Qualifications
1 3 (18.75%) Degree
Quality Assurance & Compliance
1 5 (31.25%) Data Quality
Vendors
1 5 (31.25%) Tableau
2 4 (25.00%) Oracle
3 1 (6.25%) Adobe
3 1 (6.25%) Civica
3 1 (6.25%) Informatica
3 1 (6.25%) JD Edwards
3 1 (6.25%) Mapinfo
3 1 (6.25%) ServiceNow
3 1 (6.25%) Splunk
3 1 (6.25%) Talend