Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Aberdeen 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 6 months to 22 November 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
Scotland > Aberdeen
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 25 19 11
Rank change year-on-year -6 -8 +13
Contract jobs citing Data Modelling 2 1 9
As % of all contract IT jobs advertised in Aberdeen 1.45% 1.03% 10.98%
As % of the Processes & Methodologies category 1.87% 1.30% 16.67%
Number of daily rates quoted 1 0 2
Aberdeen median daily rate £330 - £463
10th Percentile £325 - £419
90th Percentile £335 - £516
Scotland median daily rate £418 £400 £400
% change year-on-year +4.38% - -
Number of hourly rates quoted 0 0 0
Aberdeen median hourly rate - - -
Scotland median hourly rate £24.00 £38.00 -
% change year-on-year -36.84% - -

Data Modelling 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 Aberdeen with a requirement for process or methodology skills.

All Process and Methodology Skills
Aberdeen
Contract vacancies with a requirement for process or methodology skills 107 77 54
As % of all contract IT jobs advertised in Aberdeen 77.54% 79.38% 65.85%
Number of daily rates quoted 46 28 21
Aberdeen median daily rate £368 £306 £450
Median daily rate % change year-on-year +20.00% -31.94% +32.84%
10th Percentile £133 £150 £213
90th Percentile £475 £379 £550
Scotland median daily rate £390 £356 £375
% change year-on-year +9.55% -5.07% -
Number of hourly rates quoted 24 6 6
Aberdeen median hourly rate £38.01 £14.50 £40.00
Median hourly rate % change year-on-year +162.14% -63.75% +128.57%
10th Percentile £13.00 £13.63 £24.50
90th Percentile £49.63 £41.13 £44.88
Scotland median hourly rate £24.50 £21.00 £25.00
% change year-on-year +16.67% -16.00% +11.11%

Data Modelling
Job Vacancy Trend in Aberdeen

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

Job vacancy trend for Data Modelling in Aberdeen

Data Modelling
Contractor Daily Rate Trend in Aberdeen

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

Contractor daily rate trend for Data Modelling in Aberdeen

For the 6 months to 22 November 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 Aberdeen region with a requirement for Data Modelling.

1 2 (100.00%) SQL
1 2 (100.00%) Oracle
1 2 (100.00%) Cisco
1 2 (100.00%) Informatica
1 2 (100.00%) Teradata
1 2 (100.00%) Use Case
1 2 (100.00%) Data Integration
1 2 (100.00%) Data Architecture
1 2 (100.00%) SaaS
1 2 (100.00%) PaaS
1 2 (100.00%) IaaS
1 2 (100.00%) Performance Tuning
2 1 (50.00%) Data Quality
2 1 (50.00%) SolarWinds Orion
2 1 (50.00%) SLA

Data Modelling
Co-occurring IT Skills in Aberdeen 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:

Cloud Services
1 2 (100.00%) IaaS
1 2 (100.00%) PaaS
1 2 (100.00%) SaaS
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Integration Analyst
1 1 (50.00%) Data Integration Specialist
1 1 (50.00%) Integration Analyst
1 1 (50.00%) Integration Specialist
Processes & Methodologies
1 2 (100.00%) Data Architecture
1 2 (100.00%) Data Integration
1 2 (100.00%) Performance Tuning
1 2 (100.00%) Use Case
Programming Languages
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
1 1 (50.00%) SLA
Systems Management
1 1 (50.00%) SolarWinds Orion
Vendors
1 2 (100.00%) Cisco
1 2 (100.00%) Informatica
1 2 (100.00%) Oracle
1 2 (100.00%) Teradata