Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Aberdeen with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Scotland > Aberdeen
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 22 17 21
Rank change year-on-year -5 +4 +9
Permanent jobs citing Data Modelling 1 2 3
As % of all permanent IT jobs advertised in Aberdeen 1.16% 2.44% 2.65%
As % of the Processes & Methodologies category 1.35% 2.90% 3.06%
Number of salaries quoted 0 1 1
Aberdeen median annual salary - £47,500 £40,000
Median salary % change year-on-year - +18.75% -20.00%
Scotland median annual salary £44,250 £50,000 £47,500
% change year-on-year -11.50% +5.26% +2.15%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Aberdeen with a requirement for process or methodology skills.

All Process and Methodology Skills
Aberdeen
Permanent vacancies with a requirement for process or methodology skills 74 69 98
As % of all permanent IT jobs advertised in Aberdeen 86.05% 84.15% 86.73%
Number of salaries quoted 58 38 59
Aberdeen median annual salary £40,000 £44,000 £40,000
Median salary % change year-on-year -9.09% +10.00% -11.11%
10th Percentile £31,250 £27,300 £22,500
90th Percentile £60,750 £60,000 £52,500
Scotland median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +2.41%

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
Salary Trend in Aberdeen

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Aberdeen.

Salary trend for Data Modelling in Aberdeen

For the 6 months to 18 November 2017, IT 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 job ads across the Aberdeen region with a requirement for Data Modelling.

1 1 (100.00%) Data Mining
1 1 (100.00%) Machine Learning
1 1 (100.00%) Algorithms

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:

Database & Business Intelligence
1 1 (100.00%) Data Mining
Job Titles
1 1 (100.00%) Data Scientist
Miscellaneous
1 1 (100.00%) Algorithms
Processes & Methodologies
1 1 (100.00%) Machine Learning