The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 25 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
Scotland / Edinburgh
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 75 95 83
Rank change year-on-year +20 -12  
Contract jobs citing Data Extraction 7 1 4
As % of all contract IT jobs advertised in Edinburgh 0.59% 0.075% 0.28%
As % of the Processes & Methodologies category 0.70% 0.088% 0.34%
Number of daily rates quoted 6 0 4
Median daily rate £400 - £336
90% offered a daily rate of more than £350 - £281
10% offered a daily rate of more than £438 - £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 Edinburgh with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Edinburgh
Contract job vacancies with a requirement for process and methodology skills 996 1130 1186
As % of all contract IT job vacancies advertised in Edinburgh 83.70% 85.28% 82.53%
Number of daily rates quoted 587 618 623
Median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.66%  
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £525 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 9 7 16
Median hourly rate £15.86 £15.82 £35.00
Median hourly rate % change year-on-year +0.28% -54.81%  
90% offered a hourly rate of more than £14.50 £11.61 £12.52
10% offered a hourly rate of more than £43.39 £42.50 £42.50
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 Edinburgh

The job posting trend of jobs advertised in Edinburgh 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 Edinburgh

Data Extraction
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Extraction in Edinburgh

For the 6 months to 25 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 Edinburgh region with a requirement for Data Extraction.

1 9 (81.82%) Analytics
2 8 (72.73%) Banking
2 8 (72.73%) Finance
3 7 (63.64%) SAS
4 6 (54.55%) SQL
4 6 (54.55%) Analytical Skills
5 5 (45.45%) Retail
6 4 (36.36%) Retail Banking
7 3 (27.27%) Agile Software Development
7 3 (27.27%) User Acceptance Testing
7 3 (27.27%) Test Automation
7 3 (27.27%) Hadoop
7 3 (27.27%) MapReduce
7 3 (27.27%) HBase
7 3 (27.27%) Big Data
7 3 (27.27%) Business Analytics
7 3 (27.27%) Apache Hive
7 3 (27.27%) OLAP
7 3 (27.27%) Data Modelling
7 3 (27.27%) Business Intelligence
7 3 (27.27%) MOLAP
7 3 (27.27%) Stakeholder Management
7 3 (27.27%) Scenario Testing
8 2 (18.18%) Credit Risk Management
8 2 (18.18%) Regulatory Compliance
8 2 (18.18%) Programme Management
8 2 (18.18%) Risk Management
8 2 (18.18%) Migration
8 2 (18.18%) IBM
8 2 (18.18%) JCL

Data Extraction
Co-occurring IT Skills in Edinburgh 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 7 (63.64%) SAS
Applications
1 1 (9.09%) Microsoft Office
Database & Business Intelligence
1 3 (27.27%) Apache Hive
1 3 (27.27%) Big Data
1 3 (27.27%) Hadoop
1 3 (27.27%) HBase
1 3 (27.27%) MOLAP
1 3 (27.27%) OLAP
2 1 (9.09%) Data Mining
2 1 (9.09%) SQL Server
2 1 (9.09%) SQL Server 2000
2 1 (9.09%) SQL Server 2005
2 1 (9.09%) SQL Server 2008
General
1 8 (72.73%) Banking
1 8 (72.73%) Finance
2 5 (45.45%) Retail
3 4 (36.36%) Retail Banking
4 1 (9.09%) Advertising
4 1 (9.09%) Law
Job Titles
1 11 (100.00%) Analyst
2 6 (54.55%) SAS Analyst
3 3 (27.27%) Banking Analyst
3 3 (27.27%) Big Data Analyst
3 3 (27.27%) Senior Analyst
3 3 (27.27%) Test Analyst
3 3 (27.27%) Test Data Analyst
4 2 (18.18%) Business Analyst
4 2 (18.18%) Credit Analyst
4 2 (18.18%) SAS Business Analyst
4 2 (18.18%) Senior Test Analyst
5 1 (9.09%) Analyst Developer
5 1 (9.09%) Credit Risk Business Analyst
5 1 (9.09%) Data Analyst
5 1 (9.09%) Developer
5 1 (9.09%) Fraud Analyst
5 1 (9.09%) Risk Analyst
5 1 (9.09%) Senior Analyst Developer
5 1 (9.09%) Senior Data Analyst
5 1 (9.09%) SQL Developer
Miscellaneous
1 6 (54.55%) Analytical Skills
2 2 (18.18%) Credit Risk
2 2 (18.18%) IBM Mainframe
2 2 (18.18%) Mainframe
Processes & Methodologies
1 9 (81.82%) Analytics
2 3 (27.27%) Agile Software Development
2 3 (27.27%) Business Analytics
2 3 (27.27%) Business Intelligence
2 3 (27.27%) Data Modelling
2 3 (27.27%) MapReduce
2 3 (27.27%) Scenario Testing
2 3 (27.27%) Stakeholder Management
2 3 (27.27%) Test Automation
2 3 (27.27%) User Acceptance Testing
3 2 (18.18%) Business Analysis
3 2 (18.18%) Credit Risk Management
3 2 (18.18%) Migration
3 2 (18.18%) Programme Management
3 2 (18.18%) Regulatory Compliance
3 2 (18.18%) Risk Management
3 2 (18.18%) Stakeholder Engagement
4 1 (9.09%) Anti-Money Laundering
4 1 (9.09%) Data Analysis
4 1 (9.09%) Validation
Programming Languages
1 6 (54.55%) SQL
2 2 (18.18%) JCL
3 1 (9.09%) T-SQL
3 1 (9.09%) VB
Vendors
1 2 (18.18%) IBM