Period
to 19 November 2017

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 6 months to 19 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.

Data Extraction
England > North West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 186 210 217
Rank change year-on-year +24 +7 -45
Contract jobs citing Data Extraction 13 13 27
As % of all contract IT jobs advertised in the North West 0.23% 0.19% 0.31%
As % of the Processes & Methodologies category 0.28% 0.23% 0.39%
Number of daily rates quoted 10 9 17
North West median daily rate £363 £338 £350
Median daily rate % change year-on-year +7.41% -3.57% -10.26%
10th Percentile £220 £294 £221
90th Percentile £401 £381 £544
England median daily rate £400 £400 £340
% change year-on-year - +17.65% -15.00%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £41.15 £20.12 £22.00
% change year-on-year +104.52% -8.55% +32.33%

Data Extraction 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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Contract vacancies with a requirement for process or methodology skills 4593 5726 6975
As % of all contract IT jobs advertised in the North West 81.31% 83.84% 81.10%
Number of daily rates quoted 2929 3694 4234
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £255
90th Percentile £588 £556 £575
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 198 166 284
North West median hourly rate £27.00 £22.42 £30.52
Median hourly rate % change year-on-year +20.41% -26.53% +67.60%
10th Percentile £11.67 £12.13 £12.40
90th Percentile £51.71 £53.00 £52.47
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Data Extraction
Job Vacancy Trend in the North West

Job postings citing Data Extraction as a percentage of all IT jobs advertised in the North West.

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 6 months to 19 November 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 contractor hourly rates quoted in IT 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 6 months to 19 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
Manchester +27 8 £381 +17.31% 1
Merseyside +3 3 £350 -3.45%
Cheshire +9 1 £170 -44.26%
Data Extraction
England

For the 6 months to 19 November 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 (69.23%) SQL
2 5 (38.46%) Data Modelling
3 4 (30.77%) SAS
3 4 (30.77%) SQL Server
3 4 (30.77%) Retail
3 4 (30.77%) Analytical Skills
4 3 (23.08%) SQL Server 2016
4 3 (23.08%) Migration
4 3 (23.08%) Teradata
4 3 (23.08%) SQL Server Integration Services
4 3 (23.08%) Logistic Regression
4 3 (23.08%) Python
4 3 (23.08%) E-Commerce
5 2 (15.38%) Oracle
5 2 (15.38%) Microsoft Excel
5 2 (15.38%) Data Warehouse
5 2 (15.38%) T-SQL
5 2 (15.38%) Java
5 2 (15.38%) Microsoft
5 2 (15.38%) SQL Server 2000
5 2 (15.38%) Project Management
5 2 (15.38%) SQL Server Reporting Services
5 2 (15.38%) Data Analysis
5 2 (15.38%) Finance
5 2 (15.38%) Advertising
5 2 (15.38%) Asset Management
5 2 (15.38%) ETL
5 2 (15.38%) Skype
5 2 (15.38%) Data Migration
5 2 (15.38%) Data Cleansing

Data Extraction
Co-occurring 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 (30.77%) SAS
2 1 (7.69%) Apache Spark
Applications
1 2 (15.38%) Microsoft Excel
2 1 (7.69%) Microsoft Office
2 1 (7.69%) Microsoft PowerPoint
Business Applications
1 1 (7.69%) Aareon QL
1 1 (7.69%) Sage 200
1 1 (7.69%) Sage X3
Communications & Networking
1 2 (15.38%) Skype
Database & Business Intelligence
1 4 (30.77%) SQL Server
2 3 (23.08%) SQL Server 2016
2 3 (23.08%) SQL Server Integration Services
3 2 (15.38%) Data Warehouse
3 2 (15.38%) SQL Server 2000
3 2 (15.38%) SQL Server Reporting Services
4 1 (7.69%) Data Mining
4 1 (7.69%) DTS
4 1 (7.69%) Electronic Patient Records
4 1 (7.69%) OLAP
4 1 (7.69%) OLAP Cube
4 1 (7.69%) Oracle Reports
4 1 (7.69%) Power BI
4 1 (7.69%) RDBMS
4 1 (7.69%) Relational Database
4 1 (7.69%) SQL Server Analysis Services
Development Applications
1 1 (7.69%) Oracle APEX
1 1 (7.69%) Oracle Forms
1 1 (7.69%) Talend Open Studio
General
1 4 (30.77%) Retail
2 2 (15.38%) Advertising
2 2 (15.38%) Finance
3 1 (7.69%) Marketing
3 1 (7.69%) Pharmaceutical
Job Titles
1 2 (15.38%) Analyst
1 2 (15.38%) Consultant
1 2 (15.38%) Data Analyst
1 2 (15.38%) Data Modeller
1 2 (15.38%) SAS Modeller
2 1 (7.69%) Business Intelligence Consultant
2 1 (7.69%) Data Manager
2 1 (7.69%) Data Migration Specialist
2 1 (7.69%) DBA
2 1 (7.69%) Developer
2 1 (7.69%) Integration Engineer
2 1 (7.69%) Management Consultant
2 1 (7.69%) Microsoft Consultant
2 1 (7.69%) Oracle Developer
2 1 (7.69%) Oracle Reports Developer
2 1 (7.69%) Project Manager
2 1 (7.69%) SQL DBA
2 1 (7.69%) SQL Server DBA
2 1 (7.69%) Systems Accountant
2 1 (7.69%) Systems Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) .NET
1 1 (7.69%) HTML
Miscellaneous
1 4 (30.77%) Analytical Skills
2 1 (7.69%) Algorithms
2 1 (7.69%) Data Structures
2 1 (7.69%) Life Science
2 1 (7.69%) Replication
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Windows
1 1 (7.69%) Windows Server
Processes & Methodologies
1 5 (38.46%) Data Modelling
2 3 (23.08%) E-Commerce
2 3 (23.08%) Logistic Regression
2 3 (23.08%) Migration
3 2 (15.38%) Asset Management
3 2 (15.38%) Data Analysis
3 2 (15.38%) Data Cleansing
3 2 (15.38%) Data Migration
3 2 (15.38%) ETL
3 2 (15.38%) Project Management
4 1 (7.69%) Analytics
4 1 (7.69%) Customer Insight
4 1 (7.69%) Data Integration
4 1 (7.69%) Data Mapping
4 1 (7.69%) Data Validation
4 1 (7.69%) Deep Learning
4 1 (7.69%) Kimball Methodology
4 1 (7.69%) Logical Data Model
4 1 (7.69%) Stakeholder Engagement
4 1 (7.69%) Time Management
Programming Languages
1 9 (69.23%) SQL
2 3 (23.08%) Python
3 2 (15.38%) Java
3 2 (15.38%) R
3 2 (15.38%) T-SQL
4 1 (7.69%) PL/SQL
Qualifications
1 1 (7.69%) Degree
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
1 1 (7.69%) HL7
Vendors
1 3 (23.08%) Teradata
2 2 (15.38%) Microsoft
2 2 (15.38%) Oracle
3 1 (7.69%) Aareon
3 1 (7.69%) MuleSoft
3 1 (7.69%) Orchard
3 1 (7.69%) Sage
3 1 (7.69%) Talend