Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Transact-SQL
Scotland > Glasgow
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 71 89 94
Rank change year-on-year +18 +5 -20
Permanent jobs citing T-SQL 101 56 64
As % of all permanent IT jobs advertised in Glasgow 4.36% 2.45% 2.59%
As % of the Programming Languages category 6.55% 3.63% 4.24%
Number of salaries quoted 73 18 23
Glasgow median annual salary £40,000 £37,750 £40,000
Median salary % change year-on-year +5.96% -5.63% +14.29%
10th Percentile £32,500 £32,500 £27,700
90th Percentile £48,750 £51,250 £57,250
Scotland median annual salary £40,000 £40,000 £40,000

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 1,542 1,541 1,511
As % of all permanent IT jobs advertised in Glasgow 66.58% 67.35% 61.22%
Number of salaries quoted 1,133 898 719
Glasgow median annual salary £47,500 £45,000 £41,000
Median salary % change year-on-year +5.56% +9.76% -3.53%
10th Percentile £32,500 £30,750 £28,450
90th Percentile £67,500 £71,250 £61,250
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.66%

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 18 August 2018.

Salary histogram for T-SQL in Glasgow

For the 6 months to 18 August 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.

1 101 (100.00%) SQL
2 78 (77.23%) SQL Server
3 60 (59.41%) .NET
4 48 (47.52%) Microsoft
5 46 (45.54%) C#
5 46 (45.54%) ASP.NET
5 46 (45.54%) Agile Software Development
6 39 (38.61%) MVC
7 37 (36.63%) ASP.NET MVC
8 36 (35.64%) SQL Server Integration Services
9 34 (33.66%) Microsoft Azure
10 33 (32.67%) REST
10 33 (32.67%) Oracle
10 33 (32.67%) Collaborative Working
11 32 (31.68%) PL/SQL
12 31 (30.69%) .NET Core
13 30 (29.70%) MongoDB
13 30 (29.70%) AngularJS
14 26 (25.74%) Business Intelligence
15 24 (23.76%) SQL Server Reporting Services
16 22 (21.78%) ETL
16 22 (21.78%) SDLC
17 21 (20.79%) TypeScript
17 21 (20.79%) Team Foundation Server
18 20 (19.80%) React
19 18 (17.82%) Google
19 18 (17.82%) SQL Server Analysis Services
20 17 (16.83%) Amazon AWS
20 17 (16.83%) JavaScript
20 17 (16.83%) Microservices

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 (4.95%) CMS
2 2 (1.98%) SharePoint
3 1 (0.99%) Drupal
3 1 (0.99%) Sitecore CMS
3 1 (0.99%) Skype for Business
3 1 (0.99%) Umbraco
3 1 (0.99%) WordPress
Applications
1 2 (1.98%) Microsoft Office
2 1 (0.99%) InfoPath
Cloud Services
1 34 (33.66%) Microsoft Azure
2 17 (16.83%) Amazon AWS
3 16 (15.84%) Google Cloud Platform
3 16 (15.84%) npm
4 5 (4.95%) PaaS
5 2 (1.98%) Azure Data Factory
5 2 (1.98%) Cloud Computing
6 1 (0.99%) Dynamics 365
6 1 (0.99%) Office 365
Communications & Networking
1 2 (1.98%) Internet
2 1 (0.99%) DHCP
2 1 (0.99%) DNS
2 1 (0.99%) Extranet
2 1 (0.99%) Firewall
2 1 (0.99%) VLAN
2 1 (0.99%) VPN
2 1 (0.99%) Wireless
Database & Business Intelligence
1 78 (77.23%) SQL Server
2 36 (35.64%) SQL Server Integration Services
3 30 (29.70%) MongoDB
4 24 (23.76%) SQL Server Reporting Services
5 18 (17.82%) SQL Server Analysis Services
6 16 (15.84%) Power BI
7 14 (13.86%) NoSQL
8 13 (12.87%) Data Warehouse
9 12 (11.88%) SQL Server 2012
10 9 (8.91%) Relational Database
11 6 (5.94%) QlikView
12 5 (4.95%) RDBMS
12 5 (4.95%) Snowflake Schema
12 5 (4.95%) Star Schema
13 4 (3.96%) MySQL
14 3 (2.97%) GIS
15 2 (1.98%) Azure SQL Database
15 2 (1.98%) BusinessObjects
15 2 (1.98%) Data Mining
15 2 (1.98%) Microsoft Analysis Services
Development Applications
1 21 (20.79%) Team Foundation Server
2 15 (14.85%) JIRA
3 7 (6.93%) Git (software)
4 6 (5.94%) Visual Studio
5 5 (4.95%) MSTest
5 5 (4.95%) NUnit
5 5 (4.95%) SpecFlow
6 2 (1.98%) Bugzilla
6 2 (1.98%) GoogleTest
6 2 (1.98%) Oracle Forms
6 2 (1.98%) Subversion
7 1 (0.99%) Microsoft Blend
7 1 (0.99%) Moq
7 1 (0.99%) Selenium
7 1 (0.99%) VSS/SourceSafe
General
1 6 (5.94%) Finance
2 4 (3.96%) Legal
3 3 (2.97%) Banking
3 3 (2.97%) Law
4 2 (1.98%) Advertising
5 1 (0.99%) Investment Banking
Job Titles
1 63 (62.38%) Developer
2 30 (29.70%) .NET Developer
3 23 (22.77%) C# Developer
4 22 (21.78%) C# .NET Developer
5 14 (13.86%) Architect
6 13 (12.87%) SQL Developer
7 10 (9.90%) Solutions Architect
8 8 (7.92%) Business Intelligence Developer
8 8 (7.92%) Database Developer
8 8 (7.92%) Senior Developer
8 8 (7.92%) Software Engineer
9 7 (6.93%) Analyst
10 6 (5.94%) Development Engineer
10 6 (5.94%) ETL Developer
10 6 (5.94%) Test Engineer
11 5 (4.95%) Software Development Engineer
11 5 (4.95%) Software Test Engineer
11 5 (4.95%) SQL Database Developer
11 5 (4.95%) Test Development Engineer
12 4 (3.96%) Software Architect
Libraries, Frameworks & Software Standards
1 60 (59.41%) .NET
2 46 (45.54%) ASP.NET
3 37 (36.63%) ASP.NET MVC
4 33 (32.67%) REST
5 31 (30.69%) .NET Core
6 30 (29.70%) AngularJS
7 20 (19.80%) React
8 16 (15.84%) LESS
8 16 (15.84%) Node.js
8 16 (15.84%) Sass
8 16 (15.84%) Vue.js
9 13 (12.87%) HTML
10 12 (11.88%) CSS
11 11 (10.89%) .NET Framework
11 11 (10.89%) Entity Framework
12 10 (9.90%) Web Services
13 9 (8.91%) jQuery
14 7 (6.93%) XML
15 6 (5.94%) JSON
15 6 (5.94%) RESTful
Miscellaneous
1 14 (13.86%) Analytical Skills
2 5 (4.95%) Computer Science
2 5 (4.95%) Greenfield Project
2 5 (4.95%) Reference Data
2 5 (4.95%) Self-Motivation
3 3 (2.97%) Mobile App
4 2 (1.98%) Data Centre
5 1 (0.99%) FMCG
5 1 (0.99%) iPhone
5 1 (0.99%) LIMS
5 1 (0.99%) Management Information System
5 1 (0.99%) Social Media
Operating Systems
1 2 (1.98%) Windows
1 2 (1.98%) Windows 7
1 2 (1.98%) Windows Server
1 2 (1.98%) Windows Server 2008
2 1 (0.99%) Linux
2 1 (0.99%) Solaris
2 1 (0.99%) Unix
2 1 (0.99%) Windows Phone
2 1 (0.99%) Windows Server 2003
Processes & Methodologies
1 46 (45.54%) Agile Software Development
2 39 (38.61%) MVC
3 33 (32.67%) Collaborative Working
4 26 (25.74%) Business Intelligence
5 22 (21.78%) ETL
5 22 (21.78%) SDLC
6 17 (16.83%) Microservices
7 15 (14.85%) Customer Requirements
8 14 (13.86%) Open Source
8 14 (13.86%) TOGAF
9 13 (12.87%) OO
10 10 (9.90%) Data Modelling
10 10 (9.90%) Manual Testing
10 10 (9.90%) Software Engineering
10 10 (9.90%) Test Automation
10 10 (9.90%) Visualisation
11 9 (8.91%) Analytics
12 8 (7.92%) Scrum
13 7 (6.93%) Information Management
14 6 (5.94%) Unit Testing
Programming Languages
1 101 (100.00%) SQL
2 46 (45.54%) C#
3 32 (31.68%) PL/SQL
4 21 (20.79%) TypeScript
5 17 (16.83%) JavaScript
6 16 (15.84%) ES6
7 3 (2.97%) C++
7 3 (2.97%) Java
7 3 (2.97%) VB
8 2 (1.98%) SOQL
8 2 (1.98%) VB.NET
9 1 (0.99%) ANSI SQL
9 1 (0.99%) PowerShell
9 1 (0.99%) VB6
9 1 (0.99%) XAML
9 1 (0.99%) XPath
Qualifications
1 16 (15.84%) Security Cleared
2 14 (13.86%) BPSS Clearance
3 5 (4.95%) Computer Science Degree
3 5 (4.95%) Degree
4 1 (0.99%) ISEB
4 1 (0.99%) ISTQB
Quality Assurance & Compliance
1 8 (7.92%) QA
2 6 (5.94%) Data Quality
3 1 (0.99%) GDPR
3 1 (0.99%) PMO
3 1 (0.99%) SLA
System Software
1 16 (15.84%) Docker
2 2 (1.98%) Active Directory
3 1 (0.99%) VMware ESXi
3 1 (0.99%) VMware Infrastructure
3 1 (0.99%) vSphere
Systems Management
1 16 (15.84%) Opscode Chef
1 16 (15.84%) Puppet
2 6 (5.94%) Systems Management Server (SMS)
3 1 (0.99%) Backup Exec
3 1 (0.99%) Host Intrusion Detection System
3 1 (0.99%) Malwarebytes
3 1 (0.99%) Network Intrusion Detection System
3 1 (0.99%) Norton AntiVirus
Vendors
1 48 (47.52%) Microsoft
2 33 (32.67%) Oracle
3 18 (17.82%) Google
4 4 (3.96%) Salesforce.com
5 3 (2.97%) Tableau
5 3 (2.97%) Xamarin
6 2 (1.98%) IBM
6 2 (1.98%) SAP
7 1 (0.99%) Apple
7 1 (0.99%) Avaya
7 1 (0.99%) Cisco
7 1 (0.99%) Dell
7 1 (0.99%) Intapp
7 1 (0.99%) Palo Alto
7 1 (0.99%) Sitecore
7 1 (0.99%) Sophos
7 1 (0.99%) Symantec
7 1 (0.99%) Talend
7 1 (0.99%) VMware