Period
to 13 December 2017

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire 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 13 December 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
East of England > Hertfordshire
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 96 89 88
Rank change year-on-year -7 -1 -
Contract jobs citing Data Extraction 8 10 11
As % of all contract IT jobs advertised in Hertfordshire 0.50% 0.70% 0.72%
As % of the Processes & Methodologies category 0.61% 0.92% 0.95%
Number of daily rates quoted 2 7 4
Hertfordshire median daily rate £244 £288 £310
Median daily rate % change year-on-year -15.22% -7.26% -
10th Percentile £177 £262 £305
90th Percentile £306 £538 £484
East of England median daily rate £313 £438 £310
% change year-on-year -28.57% +41.13% -17.33%
Number of hourly rates quoted 0 0 0
Hertfordshire median hourly rate - - -
East of England median hourly rate - - £26.00

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Contract vacancies with a requirement for process or methodology skills 1314 1088 1157
As % of all contract IT jobs advertised in Hertfordshire 81.31% 76.30% 75.37%
Number of daily rates quoted 666 625 582
Hertfordshire median daily rate £400 £425 £413
Median daily rate % change year-on-year -5.88% +3.03% +10.00%
10th Percentile £219 £220 £225
90th Percentile £575 £550 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +3.23%
Number of hourly rates quoted 59 55 94
Hertfordshire median hourly rate £25.00 £42.20 £21.25
Median hourly rate % change year-on-year -40.76% +98.56% +32.00%
10th Percentile £13.00 £10.00 £10.15
90th Percentile £47.25 £53.75 £41.50
East of England median hourly rate £36.50 £32.40 £24.66
% change year-on-year +12.65% +31.40% +2.48%

Data Extraction
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Extraction in Hertfordshire

Data Extraction
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Extraction in Hertfordshire

Data Extraction
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Data Extraction in Hertfordshire over the 6 months to 13 December 2017.

Contractor daily rate histogram for Data Extraction in Hertfordshire

Data Extraction
Contractor Hourly Rate Trend in Hertfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Extraction in Hertfordshire.

Contractor hourly rate trend for Data Extraction in Hertfordshire

Data Extraction
Contract Job Locations in Hertfordshire

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 Hertfordshire region over the 6 months to 13 December 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford - 5 £175 -
Welwyn Garden City -1 2 - -
Data Extraction
East of England

For the 6 months to 13 December 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 Hertfordshire region with a requirement for Data Extraction.

1 6 (75.00%) SQL
1 6 (75.00%) Python
2 5 (62.50%) Data Modelling
2 5 (62.50%) Finance
2 5 (62.50%) Data Cleansing
2 5 (62.50%) Tableau
2 5 (62.50%) Data Quality
3 4 (50.00%) Workflow
3 4 (50.00%) R
3 4 (50.00%) Data Analytics
3 4 (50.00%) Analytics
3 4 (50.00%) Alteryx
3 4 (50.00%) Dashboard Development
3 4 (50.00%) Qlik Sense
3 4 (50.00%) Power BI
3 4 (50.00%) Publishing
3 4 (50.00%) Workflow Management
3 4 (50.00%) Data Warehouse
3 4 (50.00%) ETL
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Microsoft
4 3 (37.50%) Microsoft Excel
5 2 (25.00%) Data Management
5 2 (25.00%) QA
6 1 (12.50%) QlikView
6 1 (12.50%) Atlassian
6 1 (12.50%) Performance Testing
6 1 (12.50%) Integration Testing
6 1 (12.50%) Test Scripting
6 1 (12.50%) Time Management

Data Extraction
Co-occurring IT Skills in Hertfordshire 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 1 (12.50%) Confluence
Applications
1 3 (37.50%) Microsoft Excel
Business Applications
1 1 (12.50%) Dynamics AX
Database & Business Intelligence
1 4 (50.00%) Data Warehouse
1 4 (50.00%) Power BI
1 4 (50.00%) Qlik Sense
2 1 (12.50%) Data Mining
2 1 (12.50%) Hadoop
2 1 (12.50%) QlikView
Development Applications
1 1 (12.50%) Jenkins
1 1 (12.50%) JIRA
General
1 5 (62.50%) Finance
2 4 (50.00%) Publishing
3 1 (12.50%) Manufacturing
3 1 (12.50%) Pharmaceutical
3 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Analyst
1 4 (50.00%) Developer
2 2 (25.00%) Data Analyst
3 1 (12.50%) Lead Developer
3 1 (12.50%) Performance Analyst
3 1 (12.50%) Performance Test Analyst
3 1 (12.50%) QA Analyst
3 1 (12.50%) Test Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
Miscellaneous
1 1 (12.50%) Management Information System
1 1 (12.50%) Virtual Team
Processes & Methodologies
1 5 (62.50%) Data Cleansing
1 5 (62.50%) Data Modelling
2 4 (50.00%) Analytics
2 4 (50.00%) Business Intelligence
2 4 (50.00%) Dashboard Development
2 4 (50.00%) Data Analytics
2 4 (50.00%) ETL
2 4 (50.00%) Workflow
2 4 (50.00%) Workflow Management
3 2 (25.00%) Data Management
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Data Analysis
4 1 (12.50%) Functional Testing
4 1 (12.50%) Master Data Management
4 1 (12.50%) Migration
4 1 (12.50%) Non-Functional Testing
4 1 (12.50%) Scenario Testing
4 1 (12.50%) SOA
4 1 (12.50%) Software Testing
4 1 (12.50%) System Integration Testing
Programming Languages
1 6 (75.00%) Python
1 6 (75.00%) SQL
2 4 (50.00%) R
3 1 (12.50%) C#
3 1 (12.50%) VBA
Qualifications
1 1 (12.50%) Degree
1 1 (12.50%) ISEB
1 1 (12.50%) ISTQB
1 1 (12.50%) ISTQB Foundation Certification
1 1 (12.50%) Master's Degree
Quality Assurance & Compliance
1 5 (62.50%) Data Quality
2 2 (25.00%) QA
Vendors
1 5 (62.50%) Tableau
2 4 (50.00%) Alteryx
2 4 (50.00%) Microsoft
3 1 (12.50%) Ariba
3 1 (12.50%) Atlassian
3 1 (12.50%) MicroStrategy
3 1 (12.50%) SAP