The table below looks at the statistics for Data Extraction skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Extraction over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Extraction
UK / Scotland
Rank 95 124 112
Rank change year-on-year
+29 -12
Contract jobs citing Data Extraction 11 6 11
As % of all contract IT jobs located in Scotland 0.63% 0.23% 0.40%
As % of the Processes & Methodologies category 0.75% 0.28% 0.50%
Number of daily rates quoted 4 6 11
Median daily rate £275 £398 £265
Median daily rate % change year-on-year
-30.90% +50.18%
90% offered a daily rate of more than £266 £280 £190
10% offered a daily rate of more than £538 £400 £380
UK excluding London median daily rate £356 £340 £333
% change year-on-year
+4.93% +2.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £17.50 £19.50 £16.13
% change year-on-year
-10.25% +20.93%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1459 2124 2213
As % of all contract IT jobs located in Scotland 84.04% 82.52% 80.83%
Number of daily rates quoted 868 1135 1257
Median daily rate £388 £388 £400
Median daily rate % change year-on-year
- -3.12%
90% offered a daily rate of more than £250 £265 £275
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 27 23 39
Median hourly rate £45.00 £30.00 £23.00
Median hourly rate % change year-on-year
+50.00% +30.43%
90% offered a hourly rate of more than £14.49 £15.25 £12.10
10% offered a hourly rate of more than £66.00 £49.41 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Data Extraction
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Data Extraction as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Extraction Jobs Demand Trend in Scotland

Data Extraction
Daily Rate Trend in Scotland

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

Data Extraction Daily Rate Trend in Scotland

Data Extraction
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Extraction across the Scotland region over the 3 months to 23 February 2017.

Data Extraction Daily Rate Histogram 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 23 February 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 +9 9 £275 -1.78%
Edinburgh +17 2 - - 2
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in Scotland

For the 6 months to 23 February 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 8 (53.33%) SQL
2 6 (40.00%) Oracle
2 6 (40.00%) Migration
3 4 (26.67%) SQL Server
3 4 (26.67%) T-SQL
3 4 (26.67%) Apache
3 4 (26.67%) Java
3 4 (26.67%) Data Mining
3 4 (26.67%) Lucene
3 4 (26.67%) Data Analysis
3 4 (26.67%) Cluster Analysis
3 4 (26.67%) QlikView
3 4 (26.67%) MongoDB
3 4 (26.67%) NoSQL
3 4 (26.67%) Natural Language Processing
3 4 (26.67%) Apache Solr
4 3 (20.00%) User Acceptance Testing
4 3 (20.00%) Test Scripting
4 3 (20.00%) Infor CloudSuite Industrial (formerly SyteLine)
4 3 (20.00%) Requirements Analysis
4 3 (20.00%) ETL
4 3 (20.00%) Data Modelling
4 3 (20.00%) Management Information System
4 3 (20.00%) Finance
4 3 (20.00%) Data Warehouse
4 3 (20.00%) Infor
4 3 (20.00%) Relational Database
4 3 (20.00%) Enterprise Data Warehouse
4 3 (20.00%) ETL Development
4 3 (20.00%) Logical Data Model

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 (26.67%) Apache
1 4 (26.67%) Apache Solr
2 2 (13.33%) SAS
Applications
1 1 (6.67%) MS Excel
1 1 (6.67%) MS Office
1 1 (6.67%) MS Visio
Business Applications
1 3 (20.00%) Infor CloudSuite Industrial (formerly SyteLine)
Cloud Services
1 1 (6.67%) ServiceMax
Database & Business Intelligence
1 4 (26.67%) Data Mining
1 4 (26.67%) MongoDB
1 4 (26.67%) NoSQL
1 4 (26.67%) QlikView
1 4 (26.67%) SQL Server
2 3 (20.00%) Data Warehouse
2 3 (20.00%) Enterprise Data Warehouse
2 3 (20.00%) Relational Database
3 2 (13.33%) MS Access
3 2 (13.33%) Oracle Database
4 1 (6.67%) Oracle Reports
4 1 (6.67%) Panintelligence
4 1 (6.67%) SQL Server Integration Services
General
1 3 (20.00%) Finance
2 2 (13.33%) Banking
3 1 (6.67%) Law
3 1 (6.67%) Legal
3 1 (6.67%) Manufacturing
Job Titles
1 8 (53.33%) Analyst
2 5 (33.33%) Business Analyst
3 4 (26.67%) Data Scientist
4 3 (20.00%) Data Modeller
5 2 (13.33%) ERP Analyst
5 2 (13.33%) ERP Business Analyst
5 2 (13.33%) SAS Analyst
5 2 (13.33%) SAS Business Analyst
6 1 (6.67%) Banking Analyst
6 1 (6.67%) Banking Business Analyst
6 1 (6.67%) Business Systems Analyst
6 1 (6.67%) Credit Risk Analyst
6 1 (6.67%) Data Analyst
6 1 (6.67%) Database Analyst
6 1 (6.67%) DBA
6 1 (6.67%) Oracle Analyst
6 1 (6.67%) Risk Analyst
6 1 (6.67%) Software Analyst
6 1 (6.67%) SQL Analyst
6 1 (6.67%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (26.67%) Lucene
1 4 (26.67%) Natural Language Processing
2 2 (13.33%) Regular Expression
Miscellaneous
1 3 (20.00%) Management Information System
1 3 (20.00%) Virtual Team
2 2 (13.33%) Analytical Skills
2 2 (13.33%) Credit Risk
2 2 (13.33%) IBM Mainframe
2 2 (13.33%) Mainframe
Processes & Methodologies
1 6 (40.00%) Migration
2 4 (26.67%) Cluster Analysis
2 4 (26.67%) Data Analysis
3 3 (20.00%) Data Modelling
3 3 (20.00%) ETL
3 3 (20.00%) ETL Development
3 3 (20.00%) Logical Data Model
3 3 (20.00%) Physical Data Model
3 3 (20.00%) Requirements Analysis
3 3 (20.00%) Test Scripting
3 3 (20.00%) User Acceptance Testing
4 2 (13.33%) Business Analysis
4 2 (13.33%) Credit Risk Management
4 2 (13.33%) ERP
4 2 (13.33%) OCR
4 2 (13.33%) Programme Management
4 2 (13.33%) Regulatory Compliance
4 2 (13.33%) Risk Management
4 2 (13.33%) Stakeholder Engagement
4 2 (13.33%) Stakeholder Management
Programming Languages
1 8 (53.33%) SQL
2 4 (26.67%) Java
2 4 (26.67%) T-SQL
3 2 (13.33%) JCL
4 1 (6.67%) VB
4 1 (6.67%) VBA
Vendors
1 6 (40.00%) Oracle
2 3 (20.00%) Infor
3 2 (13.33%) IBM