Period
to 25 May 2018

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 25 May 2018 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
25 May 2018
Same period 2017 Same period 2016
Rank 87 89 -
Rank change year-on-year +2 - +97
Contract jobs citing Data Extraction 6 3 0
As % of all contract IT jobs advertised in Hertfordshire 0.41% 0.24% -
As % of the Processes & Methodologies category 0.50% 0.30% -
Number of daily rates quoted 2 1 0
Hertfordshire median daily rate £353 £350 -
Median daily rate % change year-on-year +0.71% - -
East of England median daily rate £375 £225 £255
% change year-on-year +66.67% -11.76% -15.00%
Number of hourly rates quoted 2 0 0
Hertfordshire median hourly rate £35.00 - -
East of England median hourly rate £35.00 - £22.00

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 1,192 990 1,063
As % of all contract IT jobs advertised in Hertfordshire 81.59% 80.62% 79.09%
Number of daily rates quoted 641 519 536
Hertfordshire median daily rate £400 £425 £400
Median daily rate % change year-on-year -5.88% +6.25% -
10th Percentile £210 £200 £250
90th Percentile £560 £575 £575
East of England median daily rate £438 £422 £413
% change year-on-year +3.67% +2.30% +3.13%
Number of hourly rates quoted 77 53 65
Hertfordshire median hourly rate £17.25 £31.50 £29.00
Median hourly rate % change year-on-year -45.24% +8.62% -0.85%
10th Percentile £10.22 £13.00 £12.63
90th Percentile £45.50 £52.88 £52.25
East of England median hourly rate £17.50 £33.00 £27.00
% change year-on-year -46.97% +22.22% +8.00%

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 25 May 2018.

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 25 May 2018. 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 -3 4 £353 - 1
Data Extraction
East of England

For the 6 months to 25 May 2018, IT contractor jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Hertfordshire region with a requirement for Data Extraction.

1 4 (66.67%) Finance
2 3 (50.00%) ETL
2 3 (50.00%) Data Quality
3 2 (33.33%) Oracle Financial Analyzer
3 2 (33.33%) Master Data Management
3 2 (33.33%) Process Improvement
3 2 (33.33%) Change Control
3 2 (33.33%) Scorecard
3 2 (33.33%) ERP
3 2 (33.33%) SLA
3 2 (33.33%) Microsoft
3 2 (33.33%) Oracle
3 2 (33.33%) SAP
3 2 (33.33%) Microsoft Excel
3 2 (33.33%) Manufacturing
3 2 (33.33%) Embarcadero
3 2 (33.33%) Logistics
4 1 (16.67%) Dynamics AX
4 1 (16.67%) Workflow
4 1 (16.67%) Movex
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Data Management
4 1 (16.67%) Data Analysis
4 1 (16.67%) Workflow Management
4 1 (16.67%) Remedy
4 1 (16.67%) Publishing
4 1 (16.67%) Data Warehouse
4 1 (16.67%) C++
4 1 (16.67%) SQL
4 1 (16.67%) STL

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:

Applications
1 2 (33.33%) Microsoft Excel
Business Applications
1 2 (33.33%) Oracle Financial Analyzer
2 1 (16.67%) BPCS
2 1 (16.67%) Dynamics AX
2 1 (16.67%) Movex
Database & Business Intelligence
1 1 (16.67%) BusinessObjects
1 1 (16.67%) Data Warehouse
1 1 (16.67%) Power BI
1 1 (16.67%) Qlik Sense
General
1 4 (66.67%) Finance
2 2 (33.33%) Manufacturing
3 1 (16.67%) Publishing
Job Titles
1 2 (33.33%) Consultant
1 2 (33.33%) Developer
1 2 (33.33%) Oracle Consultant
1 2 (33.33%) Oracle Financials Consultant
2 1 (16.67%) Analyst
2 1 (16.67%) C++ Developer
2 1 (16.67%) C++ Software Developer
2 1 (16.67%) Data Analyst
2 1 (16.67%) Master Data Analyst
2 1 (16.67%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Boost C++ Libraries
1 1 (16.67%) STL
Miscellaneous
1 1 (16.67%) Virtual Team
Processes & Methodologies
1 3 (50.00%) ETL
2 2 (33.33%) Change Control
2 2 (33.33%) ERP
2 2 (33.33%) Logistics
2 2 (33.33%) Master Data Management
2 2 (33.33%) Process Improvement
2 2 (33.33%) Scorecard
3 1 (16.67%) Agile Software Development
3 1 (16.67%) Analytics
3 1 (16.67%) Business Intelligence
3 1 (16.67%) Dashboard Development
3 1 (16.67%) Data Analysis
3 1 (16.67%) Data Analytics
3 1 (16.67%) Data Cleansing
3 1 (16.67%) Data Governance
3 1 (16.67%) Data Management
3 1 (16.67%) Data Modelling
3 1 (16.67%) Programme Governance
3 1 (16.67%) Workflow
3 1 (16.67%) Workflow Management
Programming Languages
1 1 (16.67%) C++
1 1 (16.67%) Python
1 1 (16.67%) R
1 1 (16.67%) SQL
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
2 2 (33.33%) SLA
Vendors
1 2 (33.33%) Embarcadero
1 2 (33.33%) Microsoft
1 2 (33.33%) Oracle
1 2 (33.33%) SAP
2 1 (16.67%) Alteryx
2 1 (16.67%) Informatica
2 1 (16.67%) Remedy
2 1 (16.67%) Tableau