Period
to 23 June 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for PL/SQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PL/SQL over the 6 months to 23 June 2018 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.

PL/SQL (PLSQL)
Scotland > Edinburgh
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 83 58 101
Rank change year-on-year -25 +43 -29
Contract jobs citing PL/SQL 45 54 41
As % of all contract IT jobs advertised in Edinburgh 1.55% 2.58% 1.43%
As % of the Programming Languages category 4.37% 6.47% 4.81%
Number of daily rates quoted 32 40 27
Edinburgh median daily rate £375 £375 £375
10th Percentile £319 £303 £313
90th Percentile £473 £488 £475
Scotland median daily rate £388 £375 £375
% change year-on-year +3.33% - -
Number of hourly rates quoted 1 4 0
Edinburgh median hourly rate £35.00 £43.39 -
Median hourly rate % change year-on-year -19.34% - -
Scotland median hourly rate £35.00 £43.39 -
% change year-on-year -19.34% - -

PL/SQL is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for coding skills.

All Programming Languages
Edinburgh
Contract vacancies with a requirement for coding skills 1,029 834 852
As % of all contract IT jobs advertised in Edinburgh 35.54% 39.87% 29.67%
Number of daily rates quoted 649 522 488
Edinburgh median daily rate £400 £388 £383
Median daily rate % change year-on-year +3.23% +1.31% +2.00%
10th Percentile £313 £263 £265
90th Percentile £568 £530 £538
Scotland median daily rate £400 £375 £365
% change year-on-year +6.67% +2.74% -2.67%
Number of hourly rates quoted 6 12 4
Edinburgh median hourly rate £37.00 £43.39 £40.25
Median hourly rate % change year-on-year -14.73% +7.80% -10.56%
10th Percentile £25.38 £14.56 £20.20
90th Percentile £45.69 £52.17 £43.30
Scotland median hourly rate £17.03 £43.39 £39.00
% change year-on-year -60.75% +11.26% +25.81%

PL/SQL
Job Vacancy Trend in Edinburgh

Job postings citing PL/SQL as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for PL/SQL in Edinburgh

PL/SQL
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing PL/SQL in Edinburgh.

Contractor daily rate trend for PL/SQL in Edinburgh

PL/SQL
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing PL/SQL in Edinburgh over the 6 months to 23 June 2018.

Contractor daily rate histogram for PL/SQL in Edinburgh

PL/SQL
Contractor Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing PL/SQL in Edinburgh.

Contractor hourly rate trend for PL/SQL in Edinburgh

For the 6 months to 23 June 2018, IT contractor jobs citing PL/SQL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for PL/SQL.

1 45 (100.00%) SQL
2 30 (66.67%) Oracle
3 14 (31.11%) Finance
4 13 (28.89%) ETL
4 13 (28.89%) Agile Software Development
4 13 (28.89%) Data Analysis
5 10 (22.22%) Data Warehouse
5 10 (22.22%) Oracle Forms
5 10 (22.22%) Java
6 9 (20.00%) Migration
6 9 (20.00%) Data Modelling
7 8 (17.78%) Problem-Solving
8 7 (15.56%) Performance Tuning
8 7 (15.56%) Scrum
9 6 (13.33%) WinForms
9 6 (13.33%) Stakeholder Management
9 6 (13.33%) Business Intelligence
9 6 (13.33%) JavaScript
9 6 (13.33%) C#
9 6 (13.33%) Data Migration
9 6 (13.33%) Data Quality
10 5 (11.11%) Oracle Database
10 5 (11.11%) ETL Development
10 5 (11.11%) Data Integration
10 5 (11.11%) HTML
11 4 (8.89%) .NET
11 4 (8.89%) Visual Studio
11 4 (8.89%) CSS
11 4 (8.89%) XML
11 4 (8.89%) Microsoft

PL/SQL
Co-occurring IT Skills in Edinburgh 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 3 (6.67%) SAS
2 2 (4.44%) Apache Pig
2 2 (4.44%) Apache Spark
3 1 (2.22%) Confluence
3 1 (2.22%) GeoServer
3 1 (2.22%) JBoss
3 1 (2.22%) Liferay
Business Applications
1 3 (6.67%) Oracle EBS
2 2 (4.44%) Oracle Applications
Cloud Services
1 1 (2.22%) Google Analytics
1 1 (2.22%) npm
Database & Business Intelligence
1 10 (22.22%) Data Warehouse
2 5 (11.11%) Oracle Database
3 4 (8.89%) Pentaho
3 4 (8.89%) SQL Server Analysis Services
3 4 (8.89%) SQL Server Integration Services
3 4 (8.89%) SQL Server Reporting Services
4 3 (6.67%) Microsoft Analysis Services
4 3 (6.67%) Oracle Reports
4 3 (6.67%) Relational Database
4 3 (6.67%) SQL Server
5 2 (4.44%) Apache Hive
5 2 (4.44%) BusinessObjects
5 2 (4.44%) Hadoop
5 2 (4.44%) QlikView
5 2 (4.44%) RDBMS
6 1 (2.22%) BusinessObjects Web Intelligence
6 1 (2.22%) Oracle Database 11g
6 1 (2.22%) Oracle Discoverer
6 1 (2.22%) PostgreSQL
6 1 (2.22%) Star Schema
Development Applications
1 10 (22.22%) Oracle Forms
2 4 (8.89%) JIRA
2 4 (8.89%) Oracle APEX
2 4 (8.89%) Team Foundation Server
2 4 (8.89%) Visual Studio
3 2 (4.44%) Git (software)
4 1 (2.22%) Bitbucket
4 1 (2.22%) Bower
4 1 (2.22%) DBeaver
4 1 (2.22%) Hudson
4 1 (2.22%) Jenkins
4 1 (2.22%) Maven
4 1 (2.22%) Subversion
4 1 (2.22%) TeamCity
4 1 (2.22%) webpack
General
1 14 (31.11%) Finance
2 4 (8.89%) Banking
3 2 (4.44%) Investment Banking
4 1 (2.22%) Private Banking
4 1 (2.22%) Publishing
4 1 (2.22%) Retail Banking
Job Titles
1 31 (68.89%) Developer
2 15 (33.33%) Oracle Developer
2 15 (33.33%) PL/SQL Developer
2 15 (33.33%) SQL Developer
3 10 (22.22%) Analyst
4 5 (11.11%) Business Analyst
5 4 (8.89%) Business Intelligence Analyst
5 4 (8.89%) Business Intelligence Business Analyst
5 4 (8.89%) ETL Developer
5 4 (8.89%) Java Developer
6 3 (6.67%) Oracle Analyst
7 2 (4.44%) .NET Developer
7 2 (4.44%) Analyst Developer
7 2 (4.44%) Consultant
7 2 (4.44%) Data Analyst
7 2 (4.44%) Data Scientist
7 2 (4.44%) DBA
7 2 (4.44%) SQL Analyst
7 2 (4.44%) SQL DBA
7 2 (4.44%) Systems Engineer
Libraries, Frameworks & Software Standards
1 6 (13.33%) WinForms
2 5 (11.11%) HTML
3 4 (8.89%) .NET
3 4 (8.89%) CSS
3 4 (8.89%) XML
4 3 (6.67%) ActiveMQ
5 2 (4.44%) AngularJS
5 2 (4.44%) ASP.NET
5 2 (4.44%) ASP.NET MVC
5 2 (4.44%) ASP.NET Web API
5 2 (4.44%) HTML5
5 2 (4.44%) KnockoutJS
5 2 (4.44%) Node.js
5 2 (4.44%) SOAP
5 2 (4.44%) Spring
5 2 (4.44%) Web Services
6 1 (2.22%) Flask
6 1 (2.22%) PostGIS
6 1 (2.22%) REST
6 1 (2.22%) Sass
Miscellaneous
1 2 (4.44%) Analytical Skills
1 2 (4.44%) Enterprise Software
1 2 (4.44%) Management Information System
2 1 (2.22%) Computer Science
2 1 (2.22%) Credit Risk
2 1 (2.22%) Fintech
2 1 (2.22%) Photography
Operating Systems
1 2 (4.44%) Linux
2 1 (2.22%) Unix
Processes & Methodologies
1 13 (28.89%) Agile Software Development
1 13 (28.89%) Data Analysis
1 13 (28.89%) ETL
2 9 (20.00%) Data Modelling
2 9 (20.00%) Migration
3 8 (17.78%) Problem-Solving
4 7 (15.56%) Performance Tuning
4 7 (15.56%) Scrum
5 6 (13.33%) Business Intelligence
5 6 (13.33%) Data Migration
5 6 (13.33%) Stakeholder Management
6 5 (11.11%) Data Integration
6 5 (11.11%) ETL Development
7 4 (8.89%) OO
8 3 (6.67%) Data Architecture
8 3 (6.67%) Kanban
8 3 (6.67%) Quality Management
8 3 (6.67%) Scorecard
9 2 (4.44%) Data Science
9 2 (4.44%) Defect Management
Programming Languages
1 45 (100.00%) SQL
2 10 (22.22%) Java
3 6 (13.33%) C#
3 6 (13.33%) JavaScript
4 3 (6.67%) Python
4 3 (6.67%) Scala
5 2 (4.44%) R
5 2 (4.44%) Shell Script
6 1 (2.22%) ES6
6 1 (2.22%) Perl
Qualifications
1 1 (2.22%) Degree
Quality Assurance & Compliance
1 6 (13.33%) Data Quality
2 4 (8.89%) QA
3 2 (4.44%) Disclosure Scotland
System Software
1 1 (2.22%) Docker
1 1 (2.22%) GeoWebCache
1 1 (2.22%) VMware Infrastructure
Systems Management
1 4 (8.89%) Oracle Flashback
2 2 (4.44%) Ambari
2 2 (4.44%) HP Quality Center
3 1 (2.22%) Ansible
Vendors
1 30 (66.67%) Oracle
2 4 (8.89%) Microsoft
3 1 (2.22%) Alterian
3 1 (2.22%) Google
3 1 (2.22%) HP
3 1 (2.22%) ServiceNow
3 1 (2.22%) Teradata
3 1 (2.22%) VMware