The statistics below represent IT jobs advertised across the Scotland region that had Data Modeller featuring in the job title. Included is a guide to the salaries offered over the 3 months to 10 December 2016 with a comparison to same period over 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Modeller
Rank 128 152 159
Rank change year-on-year
+24 +7
Permanent jobs requiring a Data Modeller 10 11 6
As % of all permanent IT jobs located in Scotland 0.42% 0.36% 0.19%
As % of the Job Titles category 0.44% 0.37% 0.19%
Number of salaries quoted 7 3 4
Median salary £75,000 £90,000 £95,000
Median salary % change year-on-year
-16.66% -5.26%
UK excluding London median salary £75,000 £55,000 £47,750
% change year-on-year
+36.36% +15.18%
Data Modeller
UK

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised in the Scotland region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of permanent jobs in the overall sample.

Job Titles Category
Scotland
Permanent IT job ads with a match in the
Job Titles category
2279 2939 3095
As % of all permanent IT jobs located in Scotland 95.76% 95.45% 97.14%
Number of salaries quoted 1456 1904 2033
Median salary £41,500 £42,500 £40,500
Median salary % change year-on-year
-2.35% +4.93%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £61,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year
+1.21% +2.50%

Data Modeller
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region that featured Data Modeller in the job title.

Data Modeller Jobs Demand Trend in Scotland

Data Modeller
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modeller across the Scotland region.

Data Modeller Salary Trend in Scotland

Data Modeller
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modeller within the Scotland region over the 3 months to 10 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 7 £75,000 -
Glasgow +14 3 - -
Data Modeller
UK

Data Modeller Skill Set
Top 30 Related IT Skills in Scotland

For the 6 months to 10 December 2016, Data Modeller job roles required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region featuring Data Modeller in the job title.

1 21 (100.00%) Data Modelling
2 20 (95.24%) Finance
3 19 (90.48%) Oracle
4 15 (71.43%) Data Warehouse
5 14 (66.67%) ERwin
5 14 (66.67%) ETL
5 14 (66.67%) Analytical Skills
6 13 (61.90%) Performance Tuning
6 13 (61.90%) Relational Database
6 13 (61.90%) ETL Development
6 13 (61.90%) Pega
6 13 (61.90%) DB2
6 13 (61.90%) Teradata
6 13 (61.90%) Informatica
6 13 (61.90%) Data Mart
7 12 (57.14%) Infrastructure Management
8 6 (28.57%) SQL
9 5 (23.81%) UML
10 4 (19.05%) Unix
10 4 (19.05%) Windows
10 4 (19.05%) Sybase
10 4 (19.05%) N-Tier
10 4 (19.05%) Process Management
10 4 (19.05%) Logical Data Model
10 4 (19.05%) Ehcache
10 4 (19.05%) Hadoop
10 4 (19.05%) Technical Architecture
10 4 (19.05%) Taxonomies
10 4 (19.05%) Degree
10 4 (19.05%) Mathematics

Data Modeller Skill Set
Top Related IT Skills in Scotland 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:

Application Platforms
1 4 (19.05%) GemFire
Database & Business Intelligence
1 15 (71.43%) Data Warehouse
2 13 (61.90%) Data Mart
2 13 (61.90%) DB2
2 13 (61.90%) Relational Database
3 4 (19.05%) Apache Cassandra
3 4 (19.05%) Hadoop
3 4 (19.05%) NoSQL
4 2 (9.52%) Enterprise Data Warehouse
5 1 (4.76%) Big Data
5 1 (4.76%) Data Lake
5 1 (4.76%) OLAP
5 1 (4.76%) OLTP
5 1 (4.76%) Star Schema
Development Applications
1 14 (66.67%) ERwin
2 1 (4.76%) MagicDraw
General
1 20 (95.24%) Finance
2 1 (4.76%) Banking
2 1 (4.76%) Marketing
Libraries, Frameworks & Software Standards
1 4 (19.05%) Drools
1 4 (19.05%) Ehcache
2 1 (4.76%) XML
Miscellaneous
1 14 (66.67%) Analytical Skills
2 4 (19.05%) Mathematics
2 4 (19.05%) N-Tier
2 4 (19.05%) Taxonomies
3 1 (4.76%) Data Integration
Operating Systems
1 4 (19.05%) Unix
1 4 (19.05%) Windows
Processes & Methodologies
1 21 (100.00%) Data Modelling
2 14 (66.67%) ETL
3 13 (61.90%) ETL Development
3 13 (61.90%) Performance Tuning
4 12 (57.14%) Infrastructure Management
5 5 (23.81%) UML
6 4 (19.05%) Logical Data Model
6 4 (19.05%) Process Management
6 4 (19.05%) Technical Architecture
7 2 (9.52%) Analytics
7 2 (9.52%) Information Management
7 2 (9.52%) Stakeholder Management
8 1 (4.76%) Change Management
8 1 (4.76%) Data Architecture
8 1 (4.76%) Data Management
8 1 (4.76%) Data Migration
8 1 (4.76%) Master Data Management
8 1 (4.76%) Migration
8 1 (4.76%) Remediation Plan
Programming Languages
1 6 (28.57%) SQL
Qualifications
1 4 (19.05%) Degree
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
2 1 (4.76%) ISO20022
2 1 (4.76%) QA
Vendors
1 19 (90.48%) Oracle
2 13 (61.90%) Informatica
2 13 (61.90%) Pega
2 13 (61.90%) Teradata
3 4 (19.05%) Sybase
3 4 (19.05%) Terracotta
4 1 (4.76%) IBM