Period
to 21 October 2018

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 21 October 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 Management
East of England > Hertfordshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 82 88 79
Rank change year-on-year +6 -9 +13
Contract jobs citing Data Management 18 12 16
As % of all contract IT jobs advertised in Hertfordshire 1.13% 0.80% 1.13%
As % of the Processes & Methodologies category 1.39% 0.97% 1.44%
Number of daily rates quoted 10 5 10
Hertfordshire median daily rate £450 £550 £475
Median daily rate % change year-on-year -18.18% +15.79% +7.34%
10th Percentile £199 £288 £304
90th Percentile £601 £594 £750
East of England median daily rate £450 £500 £375
% change year-on-year -10.00% +33.33% -9.09%
Number of hourly rates quoted 8 2 2
Hertfordshire median hourly rate £35.00 £45.00 £39.25
Median hourly rate % change year-on-year -22.22% +14.65% -21.50%
East of England median hourly rate £35.00 £45.00 £37.50
% change year-on-year -22.22% +20.00% -25.00%

Data Management 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 1,296 1,239 1,110
As % of all contract IT jobs advertised in Hertfordshire 81.56% 82.11% 78.22%
Number of daily rates quoted 764 622 612
Hertfordshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +0.63%
10th Percentile £207 £213 £213
90th Percentile £569 £575 £538
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 89 64 60
Hertfordshire median hourly rate £17.50 £16.81 £23.75
Median hourly rate % change year-on-year +4.14% -29.24% +13.10%
10th Percentile £11.18 £12.28 £11.02
90th Percentile £48.25 £45.70 £53.75
East of England median hourly rate £17.50 £30.00 £27.25
% change year-on-year -41.67% +10.09% +12.80%

Data Management
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Management in Hertfordshire

Data Management
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Management in Hertfordshire

Data Management
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Data Management in Hertfordshire over the 6 months to 21 October 2018.

Contractor daily rate histogram for Data Management in Hertfordshire

Data Management
Contractor Hourly Rate Trend in Hertfordshire

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

Contractor hourly rate trend for Data Management in Hertfordshire

Data Management
Contractor Hourly Rate Histogram in Hertfordshire

The hourly rate distribution of IT jobs citing Data Management in Hertfordshire over the 6 months to 21 October 2018.

Contractor hourly rate histogram for Data Management in Hertfordshire

Data Management
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 Management within the Hertfordshire region over the 6 months to 21 October 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
Welwyn Garden City - 4 £550 - 1
Watford +3 3 - - 1
Hatfield +1 1 £475 -
Rickmansworth -10 1 £700 - 1
Ware - 1 - -
Data Management
East of England

For the 6 months to 21 October 2018, IT contractor jobs citing Data Management 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 Management.

1 15 (83.33%) ERP
2 10 (55.56%) Finance
3 8 (44.44%) Data Extraction
3 8 (44.44%) Data Quality
4 7 (38.89%) Data Governance
4 7 (38.89%) SAP
5 6 (33.33%) Change Management
5 6 (33.33%) Data Cleansing
6 5 (27.78%) Analytical Skills
6 5 (27.78%) FMCG
6 5 (27.78%) Oracle Fusion
6 5 (27.78%) Matrix Organization
6 5 (27.78%) Data Analysis
6 5 (27.78%) Incident Management
6 5 (27.78%) Oracle
6 5 (27.78%) Microsoft Excel
6 5 (27.78%) Service Management
7 4 (22.22%) SLA
7 4 (22.22%) BusinessObjects
7 4 (22.22%) Informatica
7 4 (22.22%) Remedy
7 4 (22.22%) Dynamics AX
7 4 (22.22%) Migration
7 4 (22.22%) Stakeholder Management
7 4 (22.22%) Data Migration
7 4 (22.22%) Master Data Management
8 3 (16.67%) Process Improvement
8 3 (16.67%) Programme Governance
8 3 (16.67%) Scorecard
8 3 (16.67%) Retail

Data Management
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 5 (27.78%) Microsoft Excel
Business Applications
1 4 (22.22%) Dynamics AX
2 3 (16.67%) Oracle 11i
2 3 (16.67%) Oracle Financials
3 2 (11.11%) BPCS
3 2 (11.11%) Movex
3 2 (11.11%) SAP ERP
4 1 (5.56%) Oracle EBS R12
4 1 (5.56%) Oracle ERP
4 1 (5.56%) Remedy ITSM
Cloud Services
1 2 (11.11%) SaaS
Database & Business Intelligence
1 4 (22.22%) BusinessObjects
2 1 (5.56%) Apache Hive
2 1 (5.56%) Data Warehouse
2 1 (5.56%) Hadoop
2 1 (5.56%) Power BI
2 1 (5.56%) Relational Database
2 1 (5.56%) SQL Server
Development Applications
1 2 (11.11%) JIRA
General
1 10 (55.56%) Finance
2 3 (16.67%) Manufacturing
2 3 (16.67%) Retail
3 2 (11.11%) Pharmaceutical
4 1 (5.56%) Legal
Job Titles
1 12 (66.67%) Analyst
2 10 (55.56%) Data Analyst
3 4 (22.22%) Business Analyst
4 3 (16.67%) Data Business Analyst
4 3 (16.67%) Data Migration Analyst
4 3 (16.67%) Data Migration Business Analyst
4 3 (16.67%) Finance Business Analyst
4 3 (16.67%) Financial Analyst
4 3 (16.67%) Migration Analyst
4 3 (16.67%) SAP Analyst
4 3 (16.67%) SAP Data Analyst
5 2 (11.11%) ERP Analyst
5 2 (11.11%) Master Data Analyst
5 2 (11.11%) Test Manager
6 1 (5.56%) Architect
6 1 (5.56%) Data Architect
6 1 (5.56%) Data Centre Manager
6 1 (5.56%) Financial Business Analyst
6 1 (5.56%) Lead Architect
6 1 (5.56%) Project Manager
Libraries, Frameworks & Software Standards
1 5 (27.78%) Oracle Fusion
Miscellaneous
1 5 (27.78%) Analytical Skills
1 5 (27.78%) FMCG
2 2 (11.11%) Virtual Team
3 1 (5.56%) Data Centre
3 1 (5.56%) Management Information System
3 1 (5.56%) Self-Motivation
Processes & Methodologies
1 15 (83.33%) ERP
2 8 (44.44%) Data Extraction
3 7 (38.89%) Data Governance
4 6 (33.33%) Change Management
4 6 (33.33%) Data Cleansing
5 5 (27.78%) Data Analysis
5 5 (27.78%) Incident Management
5 5 (27.78%) Matrix Organization
5 5 (27.78%) Service Management
6 4 (22.22%) Data Migration
6 4 (22.22%) Master Data Management
6 4 (22.22%) Migration
6 4 (22.22%) Stakeholder Management
7 3 (16.67%) Business Analysis
7 3 (16.67%) ETL
7 3 (16.67%) Logistics
7 3 (16.67%) Process Improvement
7 3 (16.67%) Programme Governance
7 3 (16.67%) Scorecard
7 3 (16.67%) Validation
Programming Languages
1 2 (11.11%) SQL
2 1 (5.56%) Python
2 1 (5.56%) VBA
Qualifications
1 1 (5.56%) ITIL Certification
Quality Assurance & Compliance
1 8 (44.44%) Data Quality
2 4 (22.22%) SLA
Vendors
1 7 (38.89%) SAP
2 5 (27.78%) Oracle
3 4 (22.22%) Informatica
3 4 (22.22%) Remedy
4 2 (11.11%) Embarcadero
4 2 (11.11%) Hyperion
4 2 (11.11%) Microsoft
4 2 (11.11%) Tableau