Period
to 15 November 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for T-SQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited T-SQL over the 6 months to 15 November 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.

Transact-SQL
Scotland > Glasgow
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 91 81 76
Rank change year-on-year -10 -5 +1
Contract jobs citing T-SQL 26 17 13
As % of all contract IT jobs advertised in Glasgow 1.53% 1.28% 1.15%
As % of the Programming Languages category 3.07% 2.54% 2.65%
Number of daily rates quoted 19 10 12
Glasgow median daily rate £350 £318 £344
Median daily rate % change year-on-year +10.24% -7.64% -
10th Percentile £313 £218 £265
90th Percentile £413 £525 £403
Scotland median daily rate £344 £400 £350
% change year-on-year -14.06% +14.29% -
Number of hourly rates quoted 0 4 0
Glasgow median hourly rate - £190.00 -
Scotland median hourly rate - £190.00 £46.13
% change year-on-year - +311.92% +8.53%

T-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 Glasgow with a requirement for coding skills.

All Programming Languages
Glasgow
Contract vacancies with a requirement for coding skills 847 670 490
As % of all contract IT jobs advertised in Glasgow 49.79% 50.45% 43.17%
Number of daily rates quoted 485 368 255
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +3.70%
10th Percentile £306 £296 £263
90th Percentile £538 £500 £450
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -
Number of hourly rates quoted 7 6 2
Glasgow median hourly rate £32.50 £190.00 £47.25
Median hourly rate % change year-on-year -82.89% +302.12% -14.09%
10th Percentile £10.75 £23.00 £43.93
90th Percentile £79.65 £195.00 £49.58
Scotland median hourly rate £32.50 £30.00 £41.00
% change year-on-year +8.33% -26.83% +9.33%

T-SQL
Job Vacancy Trend in Glasgow

Job postings citing T-SQL as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for T-SQL in Glasgow

T-SQL
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing T-SQL in Glasgow.

Contractor daily rate trend for T-SQL in Glasgow

T-SQL
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing T-SQL in Glasgow over the 6 months to 15 November 2018.

Contractor daily rate histogram for T-SQL in Glasgow

T-SQL
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for T-SQL in Glasgow

For the 6 months to 15 November 2018, IT contractor jobs citing T-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 Glasgow region with a requirement for T-SQL.

1 25 (96.15%) SQL
2 16 (61.54%) SQL Server
3 15 (57.69%) SQL Server Reporting Services
3 15 (57.69%) SQL Server Integration Services
4 14 (53.85%) Agile Software Development
4 14 (53.85%) Data Modelling
4 14 (53.85%) Business Intelligence
4 14 (53.85%) ETL
4 14 (53.85%) Power BI
5 13 (50.00%) Microsoft Azure
6 12 (46.15%) Microsoft
7 11 (42.31%) Dynamics 365
8 10 (38.46%) Big Data
8 10 (38.46%) Data Warehouse
8 10 (38.46%) Hadoop
8 10 (38.46%) SQL Server Analysis Services
9 9 (34.62%) Microsoft Analysis Services
9 9 (34.62%) PaaS
9 9 (34.62%) Azure SQL Database
9 9 (34.62%) Tableau
9 9 (34.62%) Analytics
9 9 (34.62%) Machine Learning
9 9 (34.62%) Visualisation
9 9 (34.62%) HDInsight
9 9 (34.62%) Azure Data Factory
9 9 (34.62%) Data Lake
10 7 (26.92%) Service Design
10 7 (26.92%) Data Strategy
10 7 (26.92%) Digital Transformation Programme
11 5 (19.23%) SQL Server 2012

T-SQL
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 2 (7.69%) SharePoint
1 2 (7.69%) Skype for Business
2 1 (3.85%) Apache Pig
2 1 (3.85%) Tomcat
Applications
1 2 (7.69%) Microsoft Office
2 1 (3.85%) Microsoft Excel
Business Applications
1 3 (11.54%) Dynamics CRM
Cloud Services
1 13 (50.00%) Microsoft Azure
2 11 (42.31%) Dynamics 365
3 9 (34.62%) Azure Data Factory
3 9 (34.62%) PaaS
4 4 (15.38%) Office 365
Communications & Networking
1 3 (11.54%) DHCP
1 3 (11.54%) DNS
2 2 (7.69%) Firewall
2 2 (7.69%) VLAN
2 2 (7.69%) VPN
2 2 (7.69%) Wireless
3 1 (3.85%) FTP
Database & Business Intelligence
1 16 (61.54%) SQL Server
2 15 (57.69%) SQL Server Integration Services
2 15 (57.69%) SQL Server Reporting Services
3 14 (53.85%) Power BI
4 10 (38.46%) Big Data
4 10 (38.46%) Data Warehouse
4 10 (38.46%) Hadoop
4 10 (38.46%) SQL Server Analysis Services
5 9 (34.62%) Azure SQL Database
5 9 (34.62%) Data Lake
5 9 (34.62%) HDInsight
5 9 (34.62%) Microsoft Analysis Services
6 5 (19.23%) SQL Server 2012
7 3 (11.54%) Relational Database
8 2 (7.69%) SQL Server 2005
9 1 (3.85%) Apache Hive
9 1 (3.85%) Azure SQL Data Warehouse
9 1 (3.85%) BusinessObjects
9 1 (3.85%) HBase
9 1 (3.85%) NoSQL
Development Applications
1 3 (11.54%) Bugzilla
2 2 (7.69%) Appium
2 2 (7.69%) Calabash
2 2 (7.69%) Cucumber
2 2 (7.69%) Gatling
2 2 (7.69%) JBehave
2 2 (7.69%) Jenkins
2 2 (7.69%) JMeter
2 2 (7.69%) JUnit
2 2 (7.69%) SpecFlow
2 2 (7.69%) TeamCity
3 1 (3.85%) Git (software)
3 1 (3.85%) Maven
3 1 (3.85%) MSI
3 1 (3.85%) Visual Studio
General
1 2 (7.69%) Finance
1 2 (7.69%) Legal
2 1 (3.85%) Electronics
2 1 (3.85%) Manufacturing
2 1 (3.85%) Marketing
2 1 (3.85%) Telecoms
Job Titles
1 18 (69.23%) Developer
2 9 (34.62%) ETL Developer
3 5 (19.23%) SQL Developer
4 4 (15.38%) Business Intelligence Developer
5 3 (11.54%) Analyst
5 3 (11.54%) Automation Tester
5 3 (11.54%) Power BI Developer
5 3 (11.54%) Tester
6 2 (7.69%) .NET Developer
6 2 (7.69%) Agile Developer
6 2 (7.69%) Azure Developer
6 2 (7.69%) Infrastructure Analyst
6 2 (7.69%) SQL BI Developer
6 2 (7.69%) Systems Analyst
6 2 (7.69%) T-SQL Developer
7 1 (3.85%) C# Developer
7 1 (3.85%) Data Programmer
7 1 (3.85%) Data Warehouse Developer
7 1 (3.85%) SQL DBA
7 1 (3.85%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 2 (7.69%) .NET
2 1 (3.85%) .NET Core
2 1 (3.85%) .NET Framework
2 1 (3.85%) AngularJS
2 1 (3.85%) ASP.NET
2 1 (3.85%) Entity Framework
2 1 (3.85%) J2EE
2 1 (3.85%) JDBC
2 1 (3.85%) JMS
2 1 (3.85%) JNDI
2 1 (3.85%) Node.js
2 1 (3.85%) React
2 1 (3.85%) Redux
2 1 (3.85%) REST
2 1 (3.85%) RESTful
2 1 (3.85%) Spring
2 1 (3.85%) Spring Batch
2 1 (3.85%) Web Services
Miscellaneous
1 2 (7.69%) iPhone
2 1 (3.85%) Computer Science
2 1 (3.85%) Greenfield Project
Operating Systems
1 3 (11.54%) Windows
1 3 (11.54%) Windows 7
1 3 (11.54%) Windows Server
2 2 (7.69%) Linux
2 2 (7.69%) Solaris
2 2 (7.69%) Unix
2 2 (7.69%) Windows Phone
2 2 (7.69%) Windows Server 2003
2 2 (7.69%) Windows Server 2008
Processes & Methodologies
1 14 (53.85%) Agile Software Development
1 14 (53.85%) Business Intelligence
1 14 (53.85%) Data Modelling
1 14 (53.85%) ETL
2 9 (34.62%) Analytics
2 9 (34.62%) Machine Learning
2 9 (34.62%) Visualisation
3 7 (26.92%) Data Strategy
3 7 (26.92%) Digital Transformation Programme
3 7 (26.92%) Service Design
4 4 (15.38%) SDLC
4 4 (15.38%) Test Automation
5 3 (11.54%) API Testing
5 3 (11.54%) CRM
5 3 (11.54%) Defect Management
5 3 (11.54%) Manual Testing
5 3 (11.54%) OO
5 3 (11.54%) Software Engineering
5 3 (11.54%) Test Scripting
5 3 (11.54%) User Acceptance Testing
Programming Languages
1 25 (96.15%) SQL
2 3 (11.54%) C#
2 3 (11.54%) PowerShell
3 2 (7.69%) C++
3 2 (7.69%) Java
4 1 (3.85%) PL/SQL
4 1 (3.85%) Shell Script
4 1 (3.85%) VB
4 1 (3.85%) VBA
4 1 (3.85%) VBScript
Qualifications
1 3 (11.54%) Security Cleared
2 1 (3.85%) BC Cleared
2 1 (3.85%) BPSS Clearance
2 1 (3.85%) Computer Science Degree
2 1 (3.85%) Degree
2 1 (3.85%) SC Cleared
System Software
1 3 (11.54%) Active Directory
2 2 (7.69%) VMware ESXi
2 2 (7.69%) VMware Infrastructure
2 2 (7.69%) vSphere
3 1 (3.85%) HDFS
3 1 (3.85%) Microsoft App-V
3 1 (3.85%) XenApp
3 1 (3.85%) XenDesktop
3 1 (3.85%) XenServer
Systems Management
1 2 (7.69%) Backup Exec
1 2 (7.69%) Host Intrusion Detection System
1 2 (7.69%) Malwarebytes
1 2 (7.69%) Network Intrusion Detection System
1 2 (7.69%) Norton AntiVirus
2 1 (3.85%) SCCM
2 1 (3.85%) Systems Management Server (SMS)
Vendors
1 12 (46.15%) Microsoft
2 9 (34.62%) Tableau
3 2 (7.69%) Apple
3 2 (7.69%) Avaya
3 2 (7.69%) Cisco
3 2 (7.69%) Dell
3 2 (7.69%) Palo Alto
3 2 (7.69%) Sophos
3 2 (7.69%) Symantec
3 2 (7.69%) VMware
4 1 (3.85%) Citrix
4 1 (3.85%) Ivanti
4 1 (3.85%) Oracle
4 1 (3.85%) SAP