The following table provides summary statistics for contract job vacancies advertised in Scotland 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 27 June 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
UK / Scotland
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 105 146 127
Rank change year-on-year +41 -19  
Contract jobs citing Data Extraction 8 1 7
As % of all contract IT jobs advertised in Scotland 0.36% 0.034% 0.24%
As % of the Processes & Methodologies category 0.44% 0.040% 0.29%
Number of daily rates quoted 7 0 4
Median daily rate £425 - £336
90% offered a daily rate of more than £350 - £281
10% offered a daily rate of more than £435 - £384
UK excluding London median daily rate £375 £388 £349
% change year-on-year -3.22% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 £21.36 £14.25
% change year-on-year -11.02% +49.85%  

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 Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 1809 2511 2406
As % of all contract IT job vacancies advertised in Scotland 82.45% 85.44% 81.39%
Number of daily rates quoted 1018 1429 1231
Median daily rate £400 £375 £360
Median daily rate % change year-on-year +6.66% +4.16%  
90% offered a daily rate of more than £290 £247 £263
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 45 56 65
Median hourly rate £37.50 £37.50 £30.50
Median hourly rate % change year-on-year - +22.95%  
90% offered a hourly rate of more than £13.75 £13.72 £13.03
10% offered a hourly rate of more than £50.00 £43.00 £40.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Extraction
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Data Extraction
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Extraction in Scotland.

Contractor daily rate trend for Data Extraction in Scotland

Data Extraction
Contract Job Locations in Scotland

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 Scotland region over the 3 months to 27 June 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
Edinburgh +28 7 £400 - 3
Glasgow - 1 £425 -
Data Extraction
UK

For the 6 months to 27 June 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 Scotland region with a requirement for Data Extraction.

1 9 (50.00%) Analytics
2 8 (44.44%) SAS
2 8 (44.44%) SQL
2 8 (44.44%) Finance
2 8 (44.44%) Banking
3 6 (33.33%) Analytical Skills
4 5 (27.78%) Retail
4 5 (27.78%) Data Analysis
4 5 (27.78%) Data Modelling
4 5 (27.78%) Data Mining
5 4 (22.22%) Business Intelligence
5 4 (22.22%) Java
5 4 (22.22%) Apache
5 4 (22.22%) Lucene
5 4 (22.22%) Retail Banking
5 4 (22.22%) Cluster Analysis
5 4 (22.22%) User Acceptance Testing
5 4 (22.22%) Apache Solr
5 4 (22.22%) MongoDB
5 4 (22.22%) NoSQL
5 4 (22.22%) Natural Language Processing
6 3 (16.67%) Scenario Testing
6 3 (16.67%) Virtual Team
6 3 (16.67%) Apache Hive
6 3 (16.67%) Hadoop
6 3 (16.67%) Test Automation
6 3 (16.67%) MapReduce
6 3 (16.67%) HBase
6 3 (16.67%) Big Data
6 3 (16.67%) Business Analytics

Data Extraction
Co-occurring IT Skills in Scotland 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 8 (44.44%) SAS
2 4 (22.22%) Apache
2 4 (22.22%) Apache Solr
Applications
1 1 (5.56%) Microsoft Office
Business Applications
1 1 (5.56%) Infor CloudSuite Industrial (formerly SyteLine)
Database & Business Intelligence
1 5 (27.78%) Data Mining
2 4 (22.22%) MongoDB
2 4 (22.22%) NoSQL
3 3 (16.67%) Apache Hive
3 3 (16.67%) Big Data
3 3 (16.67%) Hadoop
3 3 (16.67%) HBase
3 3 (16.67%) MOLAP
3 3 (16.67%) OLAP
4 2 (11.11%) SQL Server
5 1 (5.56%) BusinessObjects
5 1 (5.56%) BusinessObjects Web Intelligence
5 1 (5.56%) Data Warehouse
5 1 (5.56%) MS Access
5 1 (5.56%) Oracle Reports
5 1 (5.56%) QlikView
5 1 (5.56%) SAP BW
5 1 (5.56%) SQL Server 2000
5 1 (5.56%) SQL Server 2005
5 1 (5.56%) SQL Server 2008
Development Applications
1 1 (5.56%) Oracle APEX
1 1 (5.56%) Toad
General
1 8 (44.44%) Banking
1 8 (44.44%) Finance
2 5 (27.78%) Retail
3 4 (22.22%) Retail Banking
4 1 (5.56%) Advertising
4 1 (5.56%) Law
4 1 (5.56%) Legal
Job Titles
1 13 (72.22%) Analyst
2 6 (33.33%) SAS Analyst
3 4 (22.22%) Data Scientist
4 3 (16.67%) Banking Analyst
4 3 (16.67%) Big Data Analyst
4 3 (16.67%) Business Analyst
4 3 (16.67%) Senior Analyst
4 3 (16.67%) Test Analyst
4 3 (16.67%) Test Data Analyst
5 2 (11.11%) Credit Analyst
5 2 (11.11%) SAS Business Analyst
5 2 (11.11%) Senior Test Analyst
6 1 (5.56%) ERP Analyst
6 1 (5.56%) ERP Business Analyst
6 1 (5.56%) Risk Business Analyst
6 1 (5.56%) SAS Credit Risk Analyst
6 1 (5.56%) SAS Risk Analyst
6 1 (5.56%) Senior SQL Developer
6 1 (5.56%) SQL Analyst
6 1 (5.56%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) Lucene
1 4 (22.22%) Natural Language Processing
2 2 (11.11%) Regular Expression
Miscellaneous
1 6 (33.33%) Analytical Skills
2 3 (16.67%) Virtual Team
3 2 (11.11%) Credit Risk
3 2 (11.11%) IBM Mainframe
3 2 (11.11%) Mainframe
4 1 (5.56%) Management Information System
Processes & Methodologies
1 9 (50.00%) Analytics
2 5 (27.78%) Data Analysis
2 5 (27.78%) Data Modelling
3 4 (22.22%) Business Intelligence
3 4 (22.22%) Cluster Analysis
3 4 (22.22%) User Acceptance Testing
4 3 (16.67%) Agile Software Development
4 3 (16.67%) Business Analytics
4 3 (16.67%) MapReduce
4 3 (16.67%) Migration
4 3 (16.67%) Scenario Testing
4 3 (16.67%) Stakeholder Management
4 3 (16.67%) Test Automation
5 2 (11.11%) Business Analysis
5 2 (11.11%) ETL
5 2 (11.11%) Logical Data Model
5 2 (11.11%) OCR
5 2 (11.11%) Physical Data Model
5 2 (11.11%) Programme Management
5 2 (11.11%) Risk Management
Programming Languages
1 8 (44.44%) SQL
2 4 (22.22%) Java
3 2 (11.11%) JCL
3 2 (11.11%) T-SQL
3 2 (11.11%) VB
4 1 (5.56%) ABAP
4 1 (5.56%) PL/SQL
Quality Assurance & Compliance
1 1 (5.56%) Sarbanes-Oxley
Vendors
1 2 (11.11%) IBM
1 2 (11.11%) Oracle
2 1 (5.56%) Infor
2 1 (5.56%) SAP