Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for T-SQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited T-SQL over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Transact-SQL
Scotland > Glasgow
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 69 101 87
Rank change year-on-year +32 -14 0
Permanent jobs citing T-SQL 88 48 64
As % of all permanent IT jobs advertised in Glasgow 4.05% 2.14% 2.84%
As % of the Programming Languages category 6.16% 3.29% 4.51%
Number of salaries quoted 65 24 27
Glasgow median annual salary £42,500 £39,000 £42,500
Median salary % change year-on-year +8.97% -8.24% +22.30%
10th Percentile £32,500 £32,500 £28,100
90th Percentile £55,850 £59,250 £51,750
Scotland median annual salary £40,000 £40,000 £38,000
% change year-on-year - +5.26% -5.00%

T-SQL is in the Programming Languages 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 coding skills.

All Programming Languages
Glasgow
Permanent vacancies with a requirement for coding skills 1,428 1,457 1,418
As % of all permanent IT jobs advertised in Glasgow 65.72% 64.87% 62.83%
Number of salaries quoted 1,042 921 691
Glasgow median annual salary £47,500 £47,000 £40,000
Median salary % change year-on-year +1.06% +17.50% -
10th Percentile £32,500 £31,500 £28,500
90th Percentile £65,000 £68,750 £60,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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
Salary Trend in Glasgow

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

Salary trend for T-SQL in Glasgow

T-SQL
Salary Histogram in Glasgow

The salary distribution of IT jobs citing T-SQL in Glasgow over the 6 months to 20 October 2018.

Salary histogram for T-SQL in Glasgow

For the 6 months to 20 October 2018, IT 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 permanent job ads across the Glasgow region with a requirement for T-SQL.

1 87 (98.86%) SQL
2 66 (75.00%) SQL Server
3 48 (54.55%) Microsoft
4 41 (46.59%) SQL Server Integration Services
5 37 (42.05%) .NET
6 35 (39.77%) Business Intelligence
7 34 (38.64%) SQL Server Reporting Services
8 31 (35.23%) C#
9 30 (34.09%) ETL
10 27 (30.68%) Agile Software Development
10 27 (30.68%) Power BI
11 24 (27.27%) Microsoft Azure
11 24 (27.27%) ASP.NET
12 23 (26.14%) MVC
12 23 (26.14%) AngularJS
12 23 (26.14%) Analytical Skills
13 19 (21.59%) ASP.NET MVC
13 19 (21.59%) SQL Server Analysis Services
14 16 (18.18%) Visualisation
15 15 (17.05%) Oracle
15 15 (17.05%) JavaScript
15 15 (17.05%) Collaborative Working
16 14 (15.91%) PL/SQL
16 14 (15.91%) Test Automation
16 14 (15.91%) REST
17 13 (14.77%) Team Foundation Server
17 13 (14.77%) SQL Server 2012
17 13 (14.77%) Data Warehouse
17 13 (14.77%) .NET Core
18 12 (13.64%) TypeScript

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 5 (5.68%) CMS
2 1 (1.14%) Drupal
2 1 (1.14%) JBoss
2 1 (1.14%) SharePoint
2 1 (1.14%) Sitecore CMS
2 1 (1.14%) Skype for Business
2 1 (1.14%) Umbraco
2 1 (1.14%) WebLogic
2 1 (1.14%) WebSphere
2 1 (1.14%) WordPress
Applications
1 2 (2.27%) Microsoft Excel
1 2 (2.27%) Microsoft Office
Business Applications
1 1 (1.14%) Cognos TM1
1 1 (1.14%) Dynamics CRM
1 1 (1.14%) Dynamics NAV
Cloud Services
1 24 (27.27%) Microsoft Azure
2 9 (10.23%) Amazon AWS
3 7 (7.95%) Google Cloud Platform
3 7 (7.95%) npm
4 5 (5.68%) PaaS
5 2 (2.27%) Azure Data Factory
5 2 (2.27%) Dynamics 365
6 1 (1.14%) Office 365
Communications & Networking
1 2 (2.27%) DNS
2 1 (1.14%) DHCP
2 1 (1.14%) Firewall
2 1 (1.14%) TCP/IP
2 1 (1.14%) VLAN
2 1 (1.14%) VPN
2 1 (1.14%) Wireless
Database & Business Intelligence
1 66 (75.00%) SQL Server
2 41 (46.59%) SQL Server Integration Services
3 34 (38.64%) SQL Server Reporting Services
4 27 (30.68%) Power BI
5 19 (21.59%) SQL Server Analysis Services
6 13 (14.77%) Data Warehouse
6 13 (14.77%) SQL Server 2012
7 12 (13.64%) MongoDB
8 7 (7.95%) QlikView
9 6 (6.82%) Relational Database
10 5 (5.68%) NoSQL
11 4 (4.55%) MySQL
12 3 (3.41%) BusinessObjects
12 3 (3.41%) Star Schema
13 2 (2.27%) Azure SQL Database
13 2 (2.27%) Data Mining
13 2 (2.27%) Enterprise Data Warehouse
13 2 (2.27%) RDBMS
13 2 (2.27%) Snowflake Schema
13 2 (2.27%) SQL Server 2014
Development Applications
1 13 (14.77%) Team Foundation Server
2 8 (9.09%) Visual Studio
3 6 (6.82%) Git (software)
4 5 (5.68%) JIRA
4 5 (5.68%) MSTest
4 5 (5.68%) NUnit
4 5 (5.68%) SpecFlow
5 4 (4.55%) GoogleTest
6 2 (2.27%) Bugzilla
6 2 (2.27%) Jenkins
6 2 (2.27%) JUnit
6 2 (2.27%) Maven
6 2 (2.27%) Oracle Forms
7 1 (1.14%) Microsoft Blend
7 1 (1.14%) Moq
7 1 (1.14%) Selenium
7 1 (1.14%) VSS/SourceSafe
General
1 9 (10.23%) Finance
2 3 (3.41%) Banking
2 3 (3.41%) Legal
3 2 (2.27%) Advertising
3 2 (2.27%) Law
3 2 (2.27%) Manufacturing
4 1 (1.14%) Investment Banking
Job Titles
1 61 (69.32%) Developer
2 17 (19.32%) .NET Developer
3 16 (18.18%) SQL Developer
4 14 (15.91%) Database Developer
5 10 (11.36%) Senior Developer
6 9 (10.23%) C# Developer
7 8 (9.09%) C# .NET Developer
8 7 (7.95%) Business Intelligence Developer
8 7 (7.95%) Software Developer
8 7 (7.95%) Software Engineer
9 6 (6.82%) Analyst
9 6 (6.82%) Development Engineer
9 6 (6.82%) SQL Database Developer
9 6 (6.82%) Test Engineer
10 5 (5.68%) C++ Developer
10 5 (5.68%) Lead Developer
10 5 (5.68%) Senior C++ Developer
10 5 (5.68%) Software Development Engineer
10 5 (5.68%) Software Test Engineer
10 5 (5.68%) Test Development Engineer
Libraries, Frameworks & Software Standards
1 37 (42.05%) .NET
2 24 (27.27%) ASP.NET
3 23 (26.14%) AngularJS
4 19 (21.59%) ASP.NET MVC
5 14 (15.91%) REST
6 13 (14.77%) .NET Core
7 9 (10.23%) .NET Framework
7 9 (10.23%) Entity Framework
7 9 (10.23%) React
7 9 (10.23%) Web Services
8 8 (9.09%) CSS
8 8 (9.09%) HTML
8 8 (9.09%) jQuery
9 7 (7.95%) LESS
9 7 (7.95%) Node.js
9 7 (7.95%) Sass
9 7 (7.95%) Vue.js
10 6 (6.82%) JSON
10 6 (6.82%) RESTful
11 5 (5.68%) Boost C++ Libraries
Miscellaneous
1 23 (26.14%) Analytical Skills
2 6 (6.82%) Greenfield Project
3 5 (5.68%) Computer Science
3 5 (5.68%) Self-Motivation
4 2 (2.27%) Reference Data
5 1 (1.14%) Enterprise Software
5 1 (1.14%) FMCG
5 1 (1.14%) iPhone
5 1 (1.14%) LIMS
5 1 (1.14%) Management Information System
Operating Systems
1 2 (2.27%) Windows
2 1 (1.14%) Linux
2 1 (1.14%) Solaris
2 1 (1.14%) Unix
2 1 (1.14%) Windows 7
2 1 (1.14%) Windows Phone
2 1 (1.14%) Windows Server
2 1 (1.14%) Windows Server 2003
2 1 (1.14%) Windows Server 2008
Processes & Methodologies
1 35 (39.77%) Business Intelligence
2 30 (34.09%) ETL
3 27 (30.68%) Agile Software Development
4 23 (26.14%) MVC
5 16 (18.18%) Visualisation
6 15 (17.05%) Collaborative Working
7 14 (15.91%) Test Automation
8 12 (13.64%) Manual Testing
8 12 (13.64%) SDLC
9 10 (11.36%) Analytics
9 10 (11.36%) OO
9 10 (11.36%) Problem-Solving
10 9 (10.23%) Software Engineering
11 8 (9.09%) Data Modelling
11 8 (9.09%) Unit Testing
12 7 (7.95%) Microservices
13 6 (6.82%) Coaching
13 6 (6.82%) Scrum
13 6 (6.82%) SOA
14 5 (5.68%) Code Coverage
Programming Languages
1 87 (98.86%) SQL
2 31 (35.23%) C#
3 15 (17.05%) JavaScript
4 14 (15.91%) PL/SQL
5 12 (13.64%) TypeScript
6 7 (7.95%) ES6
7 5 (5.68%) C++
8 4 (4.55%) VB
9 3 (3.41%) Java
10 2 (2.27%) SOQL
10 2 (2.27%) VB.NET
11 1 (1.14%) ANSI SQL
11 1 (1.14%) Data Analysis Expressions (DAX)
11 1 (1.14%) PowerShell
11 1 (1.14%) Python
11 1 (1.14%) VB6
11 1 (1.14%) VBA
11 1 (1.14%) XAML
Qualifications
1 7 (7.95%) Security Cleared
2 5 (5.68%) BPSS Clearance
2 5 (5.68%) Computer Science Degree
2 5 (5.68%) Degree
3 1 (1.14%) ISEB
3 1 (1.14%) ISTQB
Quality Assurance & Compliance
1 9 (10.23%) QA
2 3 (3.41%) Data Quality
3 1 (1.14%) GDPR
3 1 (1.14%) PMO
System Software
1 7 (7.95%) Docker
2 2 (2.27%) VMware Infrastructure
2 2 (2.27%) vSphere
3 1 (1.14%) Active Directory
3 1 (1.14%) VMware ESXi
Systems Management
1 7 (7.95%) Opscode Chef
1 7 (7.95%) Puppet
2 6 (6.82%) Systems Management Server (SMS)
3 1 (1.14%) Backup Exec
3 1 (1.14%) Host Intrusion Detection System
3 1 (1.14%) Malwarebytes
3 1 (1.14%) Network Intrusion Detection System
3 1 (1.14%) Norton AntiVirus
3 1 (1.14%) Single Sign-On
3 1 (1.14%) WMI
Vendors
1 48 (54.55%) Microsoft
2 15 (17.05%) Oracle
3 11 (12.50%) Google
4 5 (5.68%) IBM
4 5 (5.68%) Tableau
5 3 (3.41%) Salesforce.com
6 2 (2.27%) SAP
6 2 (2.27%) VMware
6 2 (2.27%) Xamarin
7 1 (1.14%) Apple
7 1 (1.14%) Avaya
7 1 (1.14%) Cisco
7 1 (1.14%) Citrix
7 1 (1.14%) Cognos
7 1 (1.14%) Dell
7 1 (1.14%) Palo Alto
7 1 (1.14%) Sitecore
7 1 (1.14%) Sophos
7 1 (1.14%) Symantec
7 1 (1.14%) Talend