Period
to 13 November 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 13 November 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
13 Nov 2018
Same period 2017 Same period 2016
Rank 92 94 80
Rank change year-on-year +2 -14 +10
Contract jobs citing Data Extraction 10 9 12
As % of all contract IT jobs advertised in Hertfordshire 0.61% 0.58% 0.87%
As % of the Processes & Methodologies category 0.75% 0.70% 1.11%
Number of daily rates quoted 2 2 8
Hertfordshire median daily rate £169 £244 £288
Median daily rate % change year-on-year -30.87% -15.22% -7.26%
10th Percentile £135 £177 £267
90th Percentile £217 £306 £538
East of England median daily rate £169 £306 £400
% change year-on-year -44.98% -23.44% +29.03%
Number of hourly rates quoted 9 0 0
Hertfordshire median hourly rate £35.00 - -
East of England median hourly rate £27.50 - £25.00

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 1,325 1,281 1,082
As % of all contract IT jobs advertised in Hertfordshire 81.29% 82.06% 78.58%
Number of daily rates quoted 803 647 618
Hertfordshire median daily rate £425 £400 £409
Median daily rate % change year-on-year +6.25% -2.08% +2.13%
10th Percentile £205 £210 £220
90th Percentile £569 £575 £538
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 85 70 58
Hertfordshire median hourly rate £17.50 £17.17 £25.00
Median hourly rate % change year-on-year +1.94% -31.33% +16.28%
10th Percentile £12.91 £12.45 £10.96
90th Percentile £48.55 £46.05 £53.75
East of England median hourly rate £17.71 £30.50 £31.00
% change year-on-year -41.93% -1.61% +31.91%

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 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
Contractor Hourly Rate Histogram in Hertfordshire

The hourly rate distribution of IT jobs citing Data Extraction in Hertfordshire over the 6 months to 13 November 2018.

Contractor hourly rate histogram 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 November 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 0 4 £200 +14.29% 1
Ware - 2 - -
Data Extraction
East of England

For the 6 months to 13 November 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 9 (90.00%) ERP
2 8 (80.00%) Data Management
3 6 (60.00%) Service Management
3 6 (60.00%) Change Management
3 6 (60.00%) SAP
4 5 (50.00%) Incident Management
4 5 (50.00%) Analytical Skills
4 5 (50.00%) Matrix Organization
5 4 (40.00%) Data Quality
5 4 (40.00%) Microsoft Excel
5 4 (40.00%) SLA
5 4 (40.00%) Manufacturing
6 3 (30.00%) Finance
6 3 (30.00%) Logistics
6 3 (30.00%) Dynamics AX
6 3 (30.00%) BusinessObjects
6 3 (30.00%) Informatica
6 3 (30.00%) Remedy
6 3 (30.00%) ETL
6 3 (30.00%) Master Data Management
6 3 (30.00%) Data Governance
6 3 (30.00%) Process Improvement
6 3 (30.00%) Scorecard
7 2 (20.00%) Programme Governance
7 2 (20.00%) Virtual Team
7 2 (20.00%) Data Cleansing
7 2 (20.00%) FMCG
7 2 (20.00%) SAP ERP
7 2 (20.00%) Change Control
7 2 (20.00%) BPCS

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 4 (40.00%) Microsoft Excel
2 1 (10.00%) Spreadsheet
Business Applications
1 3 (30.00%) Dynamics AX
2 2 (20.00%) BPCS
2 2 (20.00%) Movex
2 2 (20.00%) SAP ERP
3 1 (10.00%) Remedy ITSM
Database & Business Intelligence
1 3 (30.00%) BusinessObjects
General
1 4 (40.00%) Manufacturing
2 3 (30.00%) Finance
3 2 (20.00%) Pharmaceutical
Job Titles
1 7 (70.00%) Analyst
2 5 (50.00%) Data Analyst
3 3 (30.00%) SAP Analyst
3 3 (30.00%) SAP Data Analyst
4 2 (20.00%) ERP Analyst
5 1 (10.00%) Business Analyst
5 1 (10.00%) Business Systems Analyst
5 1 (10.00%) Consultant
5 1 (10.00%) Master Data Analyst
5 1 (10.00%) Systems Analyst
5 1 (10.00%) VBA Consultant
Miscellaneous
1 5 (50.00%) Analytical Skills
2 2 (20.00%) FMCG
2 2 (20.00%) Virtual Team
3 1 (10.00%) User Experience
Processes & Methodologies
1 9 (90.00%) ERP
2 8 (80.00%) Data Management
3 6 (60.00%) Change Management
3 6 (60.00%) Service Management
4 5 (50.00%) Incident Management
4 5 (50.00%) Matrix Organization
5 3 (30.00%) Data Governance
5 3 (30.00%) ETL
5 3 (30.00%) Logistics
5 3 (30.00%) Master Data Management
5 3 (30.00%) Process Improvement
5 3 (30.00%) Scorecard
6 2 (20.00%) Change Control
6 2 (20.00%) Data Analysis
6 2 (20.00%) Data Cleansing
6 2 (20.00%) Programme Governance
6 2 (20.00%) Validation
7 1 (10.00%) CAPA
7 1 (10.00%) QMS
7 1 (10.00%) Requirements Analysis
Programming Languages
1 1 (10.00%) SQL
1 1 (10.00%) VBA
Qualifications
1 1 (10.00%) ITIL Certification
Quality Assurance & Compliance
1 4 (40.00%) Data Quality
1 4 (40.00%) SLA
Vendors
1 6 (60.00%) SAP
2 3 (30.00%) Informatica
2 3 (30.00%) Remedy
3 2 (20.00%) Embarcadero
3 2 (20.00%) Microsoft