The table below looks at the statistics for OLTP skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited OLTP over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Online Transaction Processing (OLTP)
Rank 131 159 163
Rank change year-on-year
+28 +4
Permanent jobs citing OLTP 7 4 2
As % of all permanent IT jobs located in Scotland 0.29% 0.13% 0.063%
As % of the Database & Business Intelligence category 0.93% 0.42% 0.19%
Number of salaries quoted 1 0 1
Median salary £46,000 - £125,000
UK excluding London median salary £52,500 £50,000 £40,000
% change year-on-year
+5.00% +25.00%
OLTP
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
752 959 1080
As % of all permanent IT jobs located in Scotland 31.60% 31.15% 33.90%
Number of salaries quoted 487 624 738
Median salary £42,500 £43,553 £40,000
Median salary % change year-on-year
-2.41% +8.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

OLTP
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing OLTP as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

OLTP Jobs Demand Trend in Scotland

OLTP
Salary Trend in Scotland

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

OLTP Salary Trend in Scotland

OLTP
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLTP 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
Glasgow - 7 £46,000 -
OLTP
UK

OLTP
Top 30 Related IT Skills in Scotland

For the 6 months to 10 December 2016, IT jobs citing OLTP 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 Scotland region with a requirement for OLTP.

1 10 (90.91%) OLAP
2 6 (54.55%) UML
2 6 (54.55%) Data Warehouse
2 6 (54.55%) Data Modelling
2 6 (54.55%) MagicDraw
2 6 (54.55%) Data Architecture
2 6 (54.55%) Data Lake
3 5 (45.45%) ISO20022
3 5 (45.45%) Information Architecture
3 5 (45.45%) Data Quality
3 5 (45.45%) Analytical Skills
3 5 (45.45%) Banking
3 5 (45.45%) ERwin
3 5 (45.45%) IBM
3 5 (45.45%) Migration
3 5 (45.45%) XML
3 5 (45.45%) SQL
3 5 (45.45%) SQL Server
4 4 (36.36%) T-SQL
4 4 (36.36%) Star Schema
4 4 (36.36%) XML Schema
4 4 (36.36%) Back Office
4 4 (36.36%) Data Migration
4 4 (36.36%) Reference Data
4 4 (36.36%) Taxonomies
4 4 (36.36%) Ontologies
4 4 (36.36%) Degree
4 4 (36.36%) Data Management
4 4 (36.36%) General Ledger
4 4 (36.36%) Logical Data Model

OLTP
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 1 (9.09%) SharePoint
Applications
1 1 (9.09%) MS Excel
1 1 (9.09%) MS Office
Cloud Services
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 10 (90.91%) OLAP
2 6 (54.55%) Data Lake
2 6 (54.55%) Data Warehouse
3 5 (45.45%) SQL Server
4 4 (36.36%) Star Schema
5 3 (27.27%) SQL Server 2005
5 3 (27.27%) SQL Server Integration Services
6 2 (18.18%) SQL Server Reporting Services
7 1 (9.09%) Azure SQL Database
7 1 (9.09%) QlikView
7 1 (9.09%) SQL Server 2012
7 1 (9.09%) SQL Server 2016
7 1 (9.09%) SQL Server Analysis Services
Development Applications
1 6 (54.55%) MagicDraw
2 5 (45.45%) ERwin
General
1 5 (45.45%) Banking
2 4 (36.36%) Back Office
2 4 (36.36%) General Ledger
3 1 (9.09%) Finance
3 1 (9.09%) Marketing
Job Titles
1 6 (54.55%) Architect
2 5 (45.45%) Information Architect
3 4 (36.36%) Developer
4 3 (27.27%) Senior Developer
4 3 (27.27%) Senior SQL Developer
4 3 (27.27%) SQL Developer
5 2 (18.18%) Senior Architect
5 2 (18.18%) Senior SQL Server Developer
5 2 (18.18%) SQL Server Developer
6 1 (9.09%) Business Intelligence Developer
6 1 (9.09%) Data Architect
6 1 (9.09%) Data Modeller
6 1 (9.09%) DBA
6 1 (9.09%) Junior
6 1 (9.09%) Junior Developer
6 1 (9.09%) Senior Data Architect
6 1 (9.09%) Senior Data Modeller
6 1 (9.09%) Senior Information Architect
6 1 (9.09%) SQL DBA
6 1 (9.09%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 5 (45.45%) XML
2 4 (36.36%) XML Schema
3 1 (9.09%) COM
Miscellaneous
1 5 (45.45%) Analytical Skills
2 4 (36.36%) Data Integration
2 4 (36.36%) Ontologies
2 4 (36.36%) Reference Data
2 4 (36.36%) Taxonomies
3 1 (9.09%) Clustering
Processes & Methodologies
1 6 (54.55%) Data Architecture
1 6 (54.55%) Data Modelling
1 6 (54.55%) UML
2 5 (45.45%) Information Architecture
2 5 (45.45%) Migration
3 4 (36.36%) Cash Management
3 4 (36.36%) Data Lineage
3 4 (36.36%) Data Management
3 4 (36.36%) Data Migration
3 4 (36.36%) Logical Data Model
3 4 (36.36%) Metadata Management
3 4 (36.36%) Physical Data Model
4 3 (27.27%) Data Mapping
4 3 (27.27%) ETL
4 3 (27.27%) Mentoring
5 2 (18.18%) Performance Tuning
6 1 (9.09%) Business Intelligence
6 1 (9.09%) Change Management
6 1 (9.09%) E-Commerce
6 1 (9.09%) Reverse Engineering
Programming Languages
1 5 (45.45%) SQL
2 4 (36.36%) T-SQL
3 1 (9.09%) C#
Qualifications
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
1 5 (45.45%) ISO20022
Vendors
1 5 (45.45%) IBM
2 3 (27.27%) Microsoft