The following table provides summary statistics for contract job vacancies advertised in Watford with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 29 June 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 Modelling
Hertfordshire > Watford
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 23 16 28
Rank change year-on-year -7 +12  
Contract jobs citing Data Modelling 5 5 3
As % of all contract IT jobs advertised in Watford 3.05% 3.68% 1.89%
As % of the Processes & Methodologies category 3.55% 5.15% 2.21%
Number of daily rates quoted 3 0 1
Watford median daily rate £450 - £350
10th Percentile £290 - £338
90th Percentile £480 - £363
Hertfordshire median daily rate £438 £450 £400
% change year-on-year -2.77% +12.50%  
Number of hourly rates quoted 0 0 0
Watford median hourly rate - - -
Hertfordshire median hourly rate £15.00 - £50.00

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Watford with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Watford
Contract job vacancies with a requirement for process and methodology skills 141 97 136
As % of all contract IT job vacancies advertised in Watford 85.98% 71.32% 85.53%
Number of daily rates quoted 236 130 198
Watford median daily rate £425 £388 £363
Median daily rate % change year-on-year +9.67% +6.89%  
10th Percentile £256 £263 £263
90th Percentile £538 £525 £488
Hertfordshire median daily rate £425 £425 £379
% change year-on-year - +12.15%  
Number of hourly rates quoted 4 0 6
Watford median hourly rate £40.00 - £9.00
Hertfordshire median hourly rate £17.50 £25.00 £32.50
% change year-on-year -30.02% -23.07%  

Data Modelling
Job Vacancy Trend in Watford

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Watford.

Job vacancy trend for Data Modelling in Watford

Data Modelling
Contractor Daily Rate Trend in Watford

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

Contractor daily rate trend for Data Modelling in Watford

Data Modelling
Contractor Daily Rate Histogram in Watford

The daily rate distribution of IT jobs citing Data Modelling in Watford over the 3 months to 29 June 2017.

Contractor daily rate histogram for Data Modelling in Watford

For the 6 months to 29 June 2017, IT contractor jobs citing Data Modelling 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 Watford region with a requirement for Data Modelling.

1 3 (33.33%) Finance
1 3 (33.33%) SQL
1 3 (33.33%) Legal
1 3 (33.33%) Requirements Management
1 3 (33.33%) Use Case
1 3 (33.33%) Scenario Testing
2 2 (22.22%) Migration
2 2 (22.22%) Agile Software Development
2 2 (22.22%) Data Warehouse
2 2 (22.22%) ETL
2 2 (22.22%) Data Migration
2 2 (22.22%) Data Cleansing
3 1 (11.11%) Data Conversion
3 1 (11.11%) Data Architecture
3 1 (11.11%) Test Automation
3 1 (11.11%) Data Governance
3 1 (11.11%) Big Data
3 1 (11.11%) Change Data Capture
3 1 (11.11%) Analytics
3 1 (11.11%) Oracle ODI
3 1 (11.11%) SuccessFactors
3 1 (11.11%) Oracle Database
3 1 (11.11%) Performance Tuning
3 1 (11.11%) Logical Data Model
3 1 (11.11%) Physical Data Model
3 1 (11.11%) Oracle GoldenGate
3 1 (11.11%) Enterprise Data Warehouse
3 1 (11.11%) Qlik Sense
3 1 (11.11%) Power BI
3 1 (11.11%) Data Lake

Data Modelling
Co-occurring IT Skills in Watford 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:

Business Applications
1 1 (11.11%) SAP HCM
Cloud Services
1 1 (11.11%) SuccessFactors
Database & Business Intelligence
1 2 (22.22%) Data Warehouse
2 1 (11.11%) Big Data
2 1 (11.11%) Data Lake
2 1 (11.11%) DataStage
2 1 (11.11%) Enterprise Data Warehouse
2 1 (11.11%) Oracle Database
2 1 (11.11%) Oracle Database 11g
2 1 (11.11%) Oracle ODI
2 1 (11.11%) Power BI
2 1 (11.11%) Qlik Sense
2 1 (11.11%) SQL Server
2 1 (11.11%) SQL Server Integration Services
2 1 (11.11%) SQL Server Reporting Services
Development Applications
1 1 (11.11%) ERwin
General
1 3 (33.33%) Finance
1 3 (33.33%) Legal
2 1 (11.11%) Law
Job Titles
1 4 (44.44%) Analyst
1 4 (44.44%) Business Analyst
2 3 (33.33%) Developer
3 2 (22.22%) SQL Developer
4 1 (11.11%) Agile Developer
4 1 (11.11%) Business Intelligence Developer
4 1 (11.11%) Cloud Consultant
4 1 (11.11%) Consultant
4 1 (11.11%) Data Business Analyst
4 1 (11.11%) Data Consultant
4 1 (11.11%) Migration Consultant
4 1 (11.11%) Oracle Developer
4 1 (11.11%) PL/SQL Developer
4 1 (11.11%) SAP Consultant
4 1 (11.11%) SAP Data Consultant
4 1 (11.11%) SAP Data Migration Consultant
4 1 (11.11%) SAP HCM Consultant
4 1 (11.11%) SAP Migration Consultant
4 1 (11.11%) Senior Agile Developer
4 1 (11.11%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (11.11%) Oracle GoldenGate
Operating Systems
1 1 (11.11%) Unix
Processes & Methodologies
1 3 (33.33%) Requirements Management
1 3 (33.33%) Scenario Testing
1 3 (33.33%) Use Case
2 2 (22.22%) Agile Software Development
2 2 (22.22%) Data Cleansing
2 2 (22.22%) Data Migration
2 2 (22.22%) ETL
2 2 (22.22%) Migration
3 1 (11.11%) Analytics
3 1 (11.11%) Change Data Capture
3 1 (11.11%) Continuous Integration
3 1 (11.11%) Customer Requirements
3 1 (11.11%) Data Architecture
3 1 (11.11%) Data Conversion
3 1 (11.11%) Data Deduplication
3 1 (11.11%) Data Governance
3 1 (11.11%) Logical Data Model
3 1 (11.11%) Physical Data Model
3 1 (11.11%) Test Automation
3 1 (11.11%) Unit Testing
Programming Languages
1 3 (33.33%) SQL
2 1 (11.11%) PL/SQL
2 1 (11.11%) T-SQL
Quality Assurance & Compliance
1 1 (11.11%) GDPR
Vendors
1 1 (11.11%) IBM
1 1 (11.11%) Microsoft
1 1 (11.11%) Oracle
1 1 (11.11%) SAP
1 1 (11.11%) Teradata
Watford, Hertfordshire
TLP Consultancy Ltd.
Posted: 2 days ago