The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for OLTP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLTP over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Online Transaction Processing (OLTP)
Scotland / Glasgow
Rank 82 106 -
Rank change year-on-year +24 -  
Permanent jobs citing OLTP 5 2 0
As % of all permanent IT jobs advertised in Glasgow 0.55% 0.15% -
As % of the Database & Business Intelligence category 1.15% 0.42% -
Number of salaries quoted 4 1 0
Median salary £62,500 £40,000 -
Median salary % change year-on-year +56.25% -  
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year +10.52% +5.55%  

OLTP is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills 433 474 411
As % of all permanent IT job vacancies advertised in Glasgow 47.58% 36.60% 36.66%
Number of salaries quoted 243 276 251
Median salary £42,500 £47,500 £41,500
Median salary % change year-on-year -10.52% +14.45%  
90% offered a salary of more than £29,700 £32,500 £32,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

OLTP
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing OLTP as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for OLTP in Glasgow

OLTP
Salary Trend in Glasgow

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

Salary trend for OLTP in Glasgow

OLTP
Salary Histogram in Glasgow

The salary distribution of IT jobs citing OLTP in Glasgow over the 3 months to 22 March 2017.

Salary histogram for OLTP in Glasgow

OLTP
Top 30 Related IT Skills in Glasgow

For the 6 months to 22 March 2017, 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 Glasgow region with a requirement for OLTP.

1 10 (83.33%) OLAP
2 6 (50.00%) Migration
2 6 (50.00%) UML
2 6 (50.00%) Data Modelling
2 6 (50.00%) MagicDraw
2 6 (50.00%) Data Architecture
2 6 (50.00%) Data Lake
3 5 (41.67%) Analytical Skills
3 5 (41.67%) ISO20022
3 5 (41.67%) Information Architecture
3 5 (41.67%) Data Quality
3 5 (41.67%) IBM
3 5 (41.67%) Data Warehouse
3 5 (41.67%) XML
3 5 (41.67%) ERwin
4 4 (33.33%) Back Office
4 4 (33.33%) Banking
4 4 (33.33%) Data Management
4 4 (33.33%) SQL
4 4 (33.33%) T-SQL
4 4 (33.33%) SQL Server
4 4 (33.33%) ETL
4 4 (33.33%) XML Schema
4 4 (33.33%) Star Schema
4 4 (33.33%) Metadata Management
4 4 (33.33%) Data Integration
4 4 (33.33%) Cash Management
4 4 (33.33%) Taxonomies
4 4 (33.33%) Ontologies
4 4 (33.33%) Degree

OLTP
Top Related IT Skills in Glasgow 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:

Applications
1 1 (8.33%) MS Excel
Cloud Services
1 2 (16.67%) Cloud Computing
2 1 (8.33%) Amazon AWS
2 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 10 (83.33%) OLAP
2 6 (50.00%) Data Lake
3 5 (41.67%) Data Warehouse
4 4 (33.33%) SQL Server
4 4 (33.33%) SQL Server 2005
4 4 (33.33%) SQL Server Integration Services
4 4 (33.33%) Star Schema
5 3 (25.00%) SQL Server 2012
6 2 (16.67%) NoSQL
7 1 (8.33%) DTS
7 1 (8.33%) InterSystems Cache
7 1 (8.33%) SQL Server 2016
Development Applications
1 6 (50.00%) MagicDraw
2 5 (41.67%) ERwin
General
1 4 (33.33%) Back Office
1 4 (33.33%) Banking
1 4 (33.33%) General Ledger
2 1 (8.33%) Finance
Job Titles
1 8 (66.67%) Architect
2 5 (41.67%) Information Architect
3 2 (16.67%) DBA
3 2 (16.67%) Developer
3 2 (16.67%) Senior Architect
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior SQL Developer
3 2 (16.67%) SQL Developer
3 2 (16.67%) Technical Architect
4 1 (8.33%) Administrator
4 1 (8.33%) Data Architect
4 1 (8.33%) Data Modeller
4 1 (8.33%) Senior Data Architect
4 1 (8.33%) Senior Data Modeller
4 1 (8.33%) Senior Information Architect
4 1 (8.33%) Senior SQL Server Developer
4 1 (8.33%) SQL DBA
4 1 (8.33%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 5 (41.67%) XML
2 4 (33.33%) XML Schema
Miscellaneous
1 5 (41.67%) Analytical Skills
2 4 (33.33%) Reference Data
2 4 (33.33%) Taxonomies
3 2 (16.67%) Clustering
3 2 (16.67%) Replication
Processes & Methodologies
1 6 (50.00%) Data Architecture
1 6 (50.00%) Data Modelling
1 6 (50.00%) Migration
1 6 (50.00%) UML
2 5 (41.67%) Information Architecture
3 4 (33.33%) Cash Management
3 4 (33.33%) Conceptual Models
3 4 (33.33%) Data Integration
3 4 (33.33%) Data Lineage
3 4 (33.33%) Data Management
3 4 (33.33%) Data Migration
3 4 (33.33%) ETL
3 4 (33.33%) Logical Data Model
3 4 (33.33%) Metadata Management
3 4 (33.33%) Ontologies
3 4 (33.33%) Physical Data Model
3 4 (33.33%) Reference Data Management
4 2 (16.67%) Agile Software Development
4 2 (16.67%) E-Commerce
4 2 (16.67%) Technical Architecture
Programming Languages
1 4 (33.33%) SQL
1 4 (33.33%) T-SQL
2 1 (8.33%) C#
Qualifications
1 4 (33.33%) Degree
Quality Assurance & Compliance
1 5 (41.67%) Data Quality
1 5 (41.67%) ISO20022
Vendors
1 5 (41.67%) IBM
2 2 (16.67%) Microsoft