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 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
UK / Scotland
Rank 97 125 119
Rank change year-on-year +28 -6  
Contract jobs citing Data Extraction 10 5 13
As % of all contract IT jobs advertised in Scotland 0.58% 0.19% 0.45%
As % of the Processes & Methodologies category 0.69% 0.23% 0.56%
Number of daily rates quoted 4 3 11
Median daily rate £438 £400 £330
Median daily rate % change year-on-year +9.37% +21.21%  
90% offered a daily rate of more than £320 £398 £190
10% offered a daily rate of more than £590 £400 £425
UK excluding London median daily rate £400 £375 £378
% change year-on-year +6.66% -0.66%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 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 1458 2158 2332
As % of all contract IT job vacancies advertised in Scotland 83.94% 83.35% 81.14%
Number of daily rates quoted 891 1209 1285
Median daily rate £390 £395 £400
Median daily rate % change year-on-year -1.26% -1.25%  
90% offered a daily rate of more than £263 £261 £265
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 25 32 44
Median hourly rate £36.00 £39.00 £31.35
Median hourly rate % change year-on-year -7.69% +24.40%  
90% offered a hourly rate of more than £12.60 £13.45 £12.10
10% offered a hourly rate of more than £46.00 £50.00 £50.00
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 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
Contractor Daily Rate Histogram in Scotland

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

Contractor daily rate histogram 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 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
Glasgow - 6 £463 - 1
Edinburgh +17 4 £438 +9.37% 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in Scotland

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 Scotland region with a requirement for Data Extraction.

1 5 (35.71%) SQL
1 5 (35.71%) Migration
2 4 (28.57%) Banking
2 4 (28.57%) Lucene
2 4 (28.57%) Data Analysis
2 4 (28.57%) Finance
2 4 (28.57%) Apache
2 4 (28.57%) Java
2 4 (28.57%) Data Mining
2 4 (28.57%) SAS
2 4 (28.57%) Cluster Analysis
2 4 (28.57%) MongoDB
2 4 (28.57%) NoSQL
2 4 (28.57%) Natural Language Processing
2 4 (28.57%) Apache Solr
3 3 (21.43%) Relational Database
3 3 (21.43%) Logical Data Model
3 3 (21.43%) Physical Data Model
3 3 (21.43%) Enterprise Data Warehouse
3 3 (21.43%) ETL Development
3 3 (21.43%) User Acceptance Testing
3 3 (21.43%) Test Scripting
3 3 (21.43%) Requirements Analysis
3 3 (21.43%) QlikView
3 3 (21.43%) ETL
3 3 (21.43%) Management Information System
3 3 (21.43%) Data Modelling
3 3 (21.43%) Data Warehouse
3 3 (21.43%) T-SQL
3 3 (21.43%) Oracle

Data Extraction
Top Related 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 4 (28.57%) Apache
1 4 (28.57%) Apache Solr
1 4 (28.57%) SAS
Business Applications
1 2 (14.29%) Infor CloudSuite Industrial (formerly SyteLine)
Database & Business Intelligence
1 4 (28.57%) Data Mining
1 4 (28.57%) MongoDB
1 4 (28.57%) NoSQL
2 3 (21.43%) Data Warehouse
2 3 (21.43%) Enterprise Data Warehouse
2 3 (21.43%) QlikView
2 3 (21.43%) Relational Database
2 3 (21.43%) SQL Server
General
1 4 (28.57%) Banking
1 4 (28.57%) Finance
2 1 (7.14%) Law
2 1 (7.14%) Legal
2 1 (7.14%) Retail
2 1 (7.14%) Retail Banking
Job Titles
1 7 (50.00%) Analyst
2 5 (35.71%) Business Analyst
3 4 (28.57%) Data Scientist
3 4 (28.57%) SAS Analyst
4 3 (21.43%) Data Modeller
5 2 (14.29%) Banking Analyst
5 2 (14.29%) Credit Analyst
5 2 (14.29%) ERP Analyst
5 2 (14.29%) ERP Business Analyst
5 2 (14.29%) SAS Business Analyst
6 1 (7.14%) Banking Business Analyst
6 1 (7.14%) Credit Risk Analyst
6 1 (7.14%) Credit Risk Business Analyst
6 1 (7.14%) Product Analyst
6 1 (7.14%) Risk Analyst
6 1 (7.14%) Risk Business Analyst
6 1 (7.14%) SAS Credit Risk Analyst
6 1 (7.14%) SAS Risk Analyst
6 1 (7.14%) Software Analyst
Libraries, Frameworks & Software Standards
1 4 (28.57%) Lucene
1 4 (28.57%) Natural Language Processing
2 2 (14.29%) Regular Expression
Miscellaneous
1 3 (21.43%) Management Information System
1 3 (21.43%) Virtual Team
2 2 (14.29%) Analytical Skills
2 2 (14.29%) Credit Risk
2 2 (14.29%) IBM Mainframe
2 2 (14.29%) Mainframe
Processes & Methodologies
1 5 (35.71%) Migration
2 4 (28.57%) Cluster Analysis
2 4 (28.57%) Data Analysis
3 3 (21.43%) Data Modelling
3 3 (21.43%) ETL
3 3 (21.43%) ETL Development
3 3 (21.43%) Logical Data Model
3 3 (21.43%) Physical Data Model
3 3 (21.43%) Requirements Analysis
3 3 (21.43%) Test Scripting
3 3 (21.43%) User Acceptance Testing
4 2 (14.29%) Analytics
4 2 (14.29%) Business Analysis
4 2 (14.29%) Credit Risk Management
4 2 (14.29%) ERP
4 2 (14.29%) OCR
4 2 (14.29%) Programme Management
4 2 (14.29%) Risk Management
4 2 (14.29%) Stakeholder Engagement
4 2 (14.29%) Stakeholder Management
Programming Languages
1 5 (35.71%) SQL
2 4 (28.57%) Java
3 3 (21.43%) T-SQL
4 2 (14.29%) JCL
Vendors
1 3 (21.43%) Oracle
2 2 (14.29%) IBM
2 2 (14.29%) Infor
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