Period
to 21 November 2017

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 6 months to 21 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
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 124 122 135
Rank change year-on-year -2 +13 -24
Contract jobs citing Data Extraction 10 5 4
As % of all contract IT jobs advertised in Edinburgh 0.34% 0.24% 0.13%
As % of the Processes & Methodologies category 0.40% 0.28% 0.15%
Number of daily rates quoted 5 4 4
Edinburgh median daily rate £350 £413 £400
Median daily rate % change year-on-year -15.15% +3.13% +5.26%
Scotland median daily rate £363 £413 £400
% change year-on-year -12.12% +3.13% +5.26%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2476 1775 2647
As % of all contract IT jobs advertised in Edinburgh 84.25% 84.00% 83.16%
Number of daily rates quoted 1444 1016 1367
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £261 £260 £263
90th Percentile £550 £525 £525
Scotland median daily rate £388 £360 £375
% change year-on-year +7.64% -4.00% -
Number of hourly rates quoted 18 26 20
Edinburgh median hourly rate £21.00 £19.75 £17.76
Median hourly rate % change year-on-year +6.33% +11.20% +5.18%
10th Percentile £11.22 £11.25 £11.87
90th Percentile £37.52 £46.69 £40.38
Scotland median hourly rate £25.00 £21.00 £25.00
% change year-on-year +19.05% -16.00% +11.11%

Data Extraction
Job Vacancy Trend in Edinburgh

Job postings citing Data Extraction as a percentage of all IT jobs advertised in Edinburgh.

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

Data Extraction
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Extraction in Edinburgh over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Extraction in Edinburgh

For the 6 months to 21 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 Edinburgh region with a requirement for Data Extraction.

1 6 (60.00%) Banking
2 5 (50.00%) Analytics
3 4 (40.00%) SQL
3 4 (40.00%) SAS
3 4 (40.00%) Business Intelligence
4 3 (30.00%) Microsoft Excel
4 3 (30.00%) Data Modelling
4 3 (30.00%) Finance
4 3 (30.00%) Microsoft PowerPoint
4 3 (30.00%) Big Data
4 3 (30.00%) Business Analytics
4 3 (30.00%) User Acceptance Testing
4 3 (30.00%) SAS Enterprise Guide
4 3 (30.00%) Test Automation
4 3 (30.00%) Hadoop
4 3 (30.00%) Apache Hive
4 3 (30.00%) Analytical Skills
4 3 (30.00%) Agile Software Development
5 2 (20.00%) Workload Management
5 2 (20.00%) Mentoring
5 2 (20.00%) Retail Banking
5 2 (20.00%) Validation
5 2 (20.00%) ETL
5 2 (20.00%) Risk Management
5 2 (20.00%) SQL Server
6 1 (10.00%) OLAP
6 1 (10.00%) Microsoft Office
6 1 (10.00%) T-SQL
6 1 (10.00%) VB
6 1 (10.00%) MOLAP

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 4 (40.00%) SAS
Applications
1 3 (30.00%) Microsoft Excel
1 3 (30.00%) Microsoft PowerPoint
2 1 (10.00%) Microsoft Office
Database & Business Intelligence
1 3 (30.00%) Apache Hive
1 3 (30.00%) Big Data
1 3 (30.00%) Hadoop
1 3 (30.00%) SAS Enterprise Guide
2 2 (20.00%) SQL Server
3 1 (10.00%) Data Mining
3 1 (10.00%) HBase
3 1 (10.00%) MOLAP
3 1 (10.00%) OLAP
3 1 (10.00%) Power BI
3 1 (10.00%) SQL Server 2000
3 1 (10.00%) SQL Server 2005
3 1 (10.00%) SQL Server 2008
General
1 6 (60.00%) Banking
2 3 (30.00%) Finance
3 2 (20.00%) Retail Banking
4 1 (10.00%) Advertising
4 1 (10.00%) Law
4 1 (10.00%) Marketing
Job Titles
1 10 (100.00%) Analyst
2 4 (40.00%) Data Analyst
2 4 (40.00%) Senior Analyst
3 3 (30.00%) Big Data Analyst
3 3 (30.00%) SAS Analyst
3 3 (30.00%) Senior Test Analyst
3 3 (30.00%) Test Analyst
4 1 (10.00%) Analyst Developer
4 1 (10.00%) Banking Analyst
4 1 (10.00%) Data Migration Analyst
4 1 (10.00%) Fraud Analyst
4 1 (10.00%) Migration Analyst
4 1 (10.00%) Senior Analyst Developer
4 1 (10.00%) Senior Data Analyst
4 1 (10.00%) Senior Developer
4 1 (10.00%) Senior SQL Developer
4 1 (10.00%) SQL Analyst
4 1 (10.00%) SQL Data Analyst
4 1 (10.00%) SQL Developer
4 1 (10.00%) Test Data Analyst
Miscellaneous
1 3 (30.00%) Analytical Skills
Processes & Methodologies
1 5 (50.00%) Analytics
2 4 (40.00%) Business Intelligence
3 3 (30.00%) Agile Software Development
3 3 (30.00%) Business Analytics
3 3 (30.00%) Data Modelling
3 3 (30.00%) Test Automation
3 3 (30.00%) User Acceptance Testing
4 2 (20.00%) ETL
4 2 (20.00%) Mentoring
4 2 (20.00%) Risk Management
4 2 (20.00%) Validation
4 2 (20.00%) Workload Management
5 1 (10.00%) Anti-Money Laundering
5 1 (10.00%) Data Analysis
5 1 (10.00%) Data Cleansing
5 1 (10.00%) Data Migration
5 1 (10.00%) MapReduce
5 1 (10.00%) Migration
5 1 (10.00%) Scenario Testing
5 1 (10.00%) Stakeholder Management
Programming Languages
1 4 (40.00%) SQL
2 1 (10.00%) R
2 1 (10.00%) T-SQL
2 1 (10.00%) VB
Quality Assurance & Compliance
1 1 (10.00%) Data Quality