Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Performance Tuning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Performance Tuning over the 6 months to 15 October 2018 with a comparison to the same period in the previous 2 years.

Performance Tuning
Scotland > Glasgow
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 116 102 71
Rank change year-on-year -14 -31 +2
Permanent jobs citing Performance Tuning 42 41 86
As % of all permanent IT jobs advertised in Glasgow 1.91% 1.84% 3.78%
As % of the Processes & Methodologies category 2.03% 2.00% 4.02%
Number of salaries quoted 27 16 47
Glasgow median annual salary £45,500 £52,500 £50,000
Median salary % change year-on-year -13.33% +5.00% +5.26%
10th Percentile £32,375 £38,125 £37,000
90th Percentile £67,500 £66,875 £65,000
Scotland median annual salary £45,875 £45,000 £50,000
% change year-on-year +1.94% -10.00% +5.26%

Performance Tuning 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,071 2,049 2,140
As % of all permanent IT jobs advertised in Glasgow 94.31% 92.13% 94.07%
Number of salaries quoted 1,523 1,326 1,126
Glasgow median annual salary £47,500 £46,500 £42,500
Median salary % change year-on-year +2.15% +9.41% -
10th Percentile £31,130 £31,250 £27,625
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,500 £44,000 £44,000
% change year-on-year +3.41% - +3.53%

Performance Tuning
Job Vacancy Trend in Glasgow

Job postings citing Performance Tuning as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Performance Tuning in Glasgow

Performance Tuning
Salary Trend in Glasgow

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

Salary trend for Performance Tuning in Glasgow

Performance Tuning
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Performance Tuning in Glasgow over the 6 months to 15 October 2018.

Salary histogram for Performance Tuning in Glasgow

For the 6 months to 15 October 2018, IT jobs citing Performance Tuning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Performance Tuning.

1 27 (64.29%) Linux
2 22 (52.38%) Java
3 21 (50.00%) Finance
4 19 (45.24%) Degree
4 19 (45.24%) Multithreading
4 19 (45.24%) Memory Management
5 18 (42.86%) Test Automation
6 17 (40.48%) Low Latency
7 16 (38.10%) Computer Science
8 11 (26.19%) JUnit
8 11 (26.19%) Python
9 10 (23.81%) Perl
9 10 (23.81%) Artificial Intelligence
9 10 (23.81%) Big Data
10 9 (21.43%) Financial Institution
10 9 (21.43%) SQL
11 8 (19.05%) Unix
11 8 (19.05%) Robotics
11 8 (19.05%) Banking
11 8 (19.05%) Bash Shell
12 7 (16.67%) TeamCity
12 7 (16.67%) Mentoring
12 7 (16.67%) Agile Software Development
12 7 (16.67%) Oracle
13 6 (14.29%) Shell Script
13 6 (14.29%) TDD
13 6 (14.29%) Oracle RAC
13 6 (14.29%) Oracle Clusterware
13 6 (14.29%) Continuous Integration
13 6 (14.29%) Data Guard

Performance Tuning
Co-occurring 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:

Application Platforms
1 4 (9.52%) Apache
1 4 (9.52%) Tomcat
2 3 (7.14%) Apache Spark
2 3 (7.14%) WordPress
3 2 (4.76%) GemFire
4 1 (2.38%) IIS
4 1 (2.38%) Oracle SOA Suite
4 1 (2.38%) WebLogic
Applications
1 1 (2.38%) Microsoft Excel
Business Applications
1 1 (2.38%) Oracle Applications
1 1 (2.38%) Oracle EBS
Cloud Services
1 4 (9.52%) Microsoft Azure
2 3 (7.14%) Amazon AWS
3 1 (2.38%) Azure Functions
3 1 (2.38%) Google Analytics
3 1 (2.38%) Serverless
Communications & Networking
1 4 (9.52%) Network Security
2 3 (7.14%) Firewall
2 3 (7.14%) Internet
2 3 (7.14%) SSL
2 3 (7.14%) TCP/IP
3 2 (4.76%) DHCP
3 2 (4.76%) DNS
3 2 (4.76%) HTTP
3 2 (4.76%) SAN
3 2 (4.76%) SMTP
3 2 (4.76%) SSH
4 1 (2.38%) Kerberos
4 1 (2.38%) LAN
4 1 (2.38%) NAS
4 1 (2.38%) WAN
Database & Business Intelligence
1 10 (23.81%) Big Data
2 5 (11.90%) NoSQL
2 5 (11.90%) PostgreSQL
2 5 (11.90%) SQL Server
3 4 (9.52%) Oracle Database
3 4 (9.52%) Oracle Database 11g
4 3 (7.14%) Apache Hive
4 3 (7.14%) Data Warehouse
4 3 (7.14%) Hadoop
4 3 (7.14%) SQL Server Reporting Services
5 2 (4.76%) Apache Cassandra
5 2 (4.76%) Data Lake
5 2 (4.76%) Data Mining
5 2 (4.76%) HBase
5 2 (4.76%) Impala
5 2 (4.76%) Parquet
5 2 (4.76%) SQL Server Analysis Services
6 1 (2.38%) Oracle Database 12c
6 1 (2.38%) Power BI
6 1 (2.38%) SQL Server 2012
Development Applications
1 11 (26.19%) JUnit
2 7 (16.67%) TeamCity
3 4 (9.52%) Git (software)
3 4 (9.52%) Jenkins
3 4 (9.52%) Maven
4 2 (4.76%) Eclipse
4 2 (4.76%) FindBugs
4 2 (4.76%) IntelliJ
4 2 (4.76%) Subversion
5 1 (2.38%) Oracle Forms
5 1 (2.38%) Visual Studio Team System
General
1 21 (50.00%) Finance
2 9 (21.43%) Financial Institution
3 8 (19.05%) Banking
4 3 (7.14%) Investment Banking
4 3 (7.14%) Law
5 1 (2.38%) Front Office
Job Titles
1 23 (54.76%) Developer
2 16 (38.10%) Java Developer
3 6 (14.29%) Administrator
3 6 (14.29%) DBA
4 4 (9.52%) Oracle DBA
5 3 (7.14%) Linux Administrator
5 3 (7.14%) Linux Systems Administrator
5 3 (7.14%) Software Engineer
5 3 (7.14%) Systems Administrator
6 2 (4.76%) Big Data Developer
6 2 (4.76%) Java Engineer
6 2 (4.76%) Java Software Engineer
6 2 (4.76%) Linux Engineer
6 2 (4.76%) Senior Developer
6 2 (4.76%) Senior Java Developer
6 2 (4.76%) SQL DBA
6 2 (4.76%) Web Engineer
7 1 (2.38%) Linux Developer
7 1 (2.38%) Linux Support Engineer
7 1 (2.38%) Scala Developer
Libraries, Frameworks & Software Standards
1 3 (7.14%) REST
2 2 (4.76%) .NET
2 2 (4.76%) Apache Avro
2 2 (4.76%) ASP.NET
2 2 (4.76%) CSS
2 2 (4.76%) HTML
2 2 (4.76%) Kafka
2 2 (4.76%) LAPP Stack
2 2 (4.76%) LDAP
2 2 (4.76%) Middleware
2 2 (4.76%) OAuth
2 2 (4.76%) OAuth2
2 2 (4.76%) React
2 2 (4.76%) Spring
3 1 (2.38%) Ajax
3 1 (2.38%) ASP.NET MVC
3 1 (2.38%) Oracle Fusion
3 1 (2.38%) SOAP
3 1 (2.38%) SPNEGO
3 1 (2.38%) Web Services
Miscellaneous
1 16 (38.10%) Computer Science
2 8 (19.05%) Robotics
3 4 (9.52%) Analytical Skills
4 2 (4.76%) Cloud Native
4 2 (4.76%) Mainframe
4 2 (4.76%) Self-Motivation
5 1 (2.38%) Replication
Operating Systems
1 27 (64.29%) Linux
2 8 (19.05%) Unix
3 4 (9.52%) Windows
3 4 (9.52%) Windows Server
4 1 (2.38%) AIX
4 1 (2.38%) Apple iOS
4 1 (2.38%) CentOS
Processes & Methodologies
1 19 (45.24%) Memory Management
1 19 (45.24%) Multithreading
2 18 (42.86%) Test Automation
3 17 (40.48%) Low Latency
4 10 (23.81%) Artificial Intelligence
5 7 (16.67%) Agile Software Development
5 7 (16.67%) Mentoring
6 6 (14.29%) Continuous Integration
6 6 (14.29%) High Availability
6 6 (14.29%) TDD
7 5 (11.90%) Capacity Planning
7 5 (11.90%) Physics
7 5 (11.90%) Problem-Solving
7 5 (11.90%) Refactoring
8 4 (9.52%) Software Engineering
9 3 (7.14%) OO
9 3 (7.14%) OOD
9 3 (7.14%) Risk Management
9 3 (7.14%) SOA
9 3 (7.14%) Wealth Management
Programming Languages
1 22 (52.38%) Java
2 11 (26.19%) Python
3 10 (23.81%) Perl
4 9 (21.43%) SQL
5 8 (19.05%) Bash Shell
6 6 (14.29%) Shell Script
7 3 (7.14%) PHP
7 3 (7.14%) T-SQL
8 2 (4.76%) C#
8 2 (4.76%) JavaScript
9 1 (2.38%) Apple Swift
9 1 (2.38%) Data Analysis Expressions (DAX)
9 1 (2.38%) PL/SQL
9 1 (2.38%) Ruby
9 1 (2.38%) Scala
Qualifications
1 19 (45.24%) Degree
2 5 (11.90%) Computer Science Degree
3 1 (2.38%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.76%) QA
System Software
1 6 (14.29%) Oracle Clusterware
1 6 (14.29%) Oracle RAC
2 3 (7.14%) VMware Infrastructure
3 2 (4.76%) HDFS
4 1 (2.38%) Hyper-V
Systems Management
1 6 (14.29%) Data Guard
2 2 (4.76%) Failover Clustering
3 1 (2.38%) Ansible
3 1 (2.38%) CA Single Sign-On
3 1 (2.38%) Nagios
3 1 (2.38%) Opscode Chef
3 1 (2.38%) Oracle RMAN
3 1 (2.38%) Puppet
3 1 (2.38%) Single Sign-On
Vendors
1 7 (16.67%) Oracle
2 4 (9.52%) Microsoft
2 4 (9.52%) Red Hat
2 4 (9.52%) VMware
3 3 (7.14%) Salesforce.com
4 2 (4.76%) Cloudera
4 2 (4.76%) Cognizant
4 2 (4.76%) SAP
5 1 (2.38%) Apple
5 1 (2.38%) Charles River
5 1 (2.38%) Google
5 1 (2.38%) Solace
5 1 (2.38%) Tableau
5 1 (2.38%) TIBCO