Period
to 17 December 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Transact-SQL
Scotland > Glasgow
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 80 112 70
Rank change year-on-year +32 -42 +25
Permanent jobs citing T-SQL 80 38 64
As % of all permanent IT jobs advertised in Glasgow 3.80% 1.69% 3.19%
As % of the Programming Languages category 5.90% 2.68% 5.17%
Number of salaries quoted 55 20 26
Glasgow median annual salary £42,500 £41,250 £45,000
Median salary % change year-on-year +3.03% -8.33% +25.00%
10th Percentile £31,600 £29,925 £34,250
90th Percentile £55,850 £62,625 £52,250
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 1,356 1,417 1,239
As % of all permanent IT jobs advertised in Glasgow 64.42% 62.84% 61.67%
Number of salaries quoted 972 918 679
Glasgow median annual salary £47,500 £47,500 £40,500
Median salary % change year-on-year - +17.28% +1.25%
10th Percentile £32,500 £31,675 £28,750
90th Percentile £65,000 £67,500 £59,200
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 17 December 2018.

Salary histogram for T-SQL in Glasgow

For the 6 months to 17 December 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 78 (97.50%) SQL
2 56 (70.00%) SQL Server
3 42 (52.50%) Microsoft
4 40 (50.00%) SQL Server Integration Services
5 37 (46.25%) SQL Server Reporting Services
6 33 (41.25%) Business Intelligence
7 25 (31.25%) .NET
7 25 (31.25%) Power BI
8 24 (30.00%) ETL
9 23 (28.75%) C#
10 20 (25.00%) Analytical Skills
11 16 (20.00%) Visualisation
12 15 (18.75%) AngularJS
12 15 (18.75%) Agile Software Development
13 14 (17.50%) JavaScript
13 14 (17.50%) Test Automation
13 14 (17.50%) SQL Server Analysis Services
14 12 (15.00%) Microsoft Azure
14 12 (15.00%) Manual Testing
14 12 (15.00%) Finance
15 11 (13.75%) MVC
15 11 (13.75%) Data Warehouse
16 10 (12.50%) C++
16 10 (12.50%) Visual Studio
16 10 (12.50%) Unit Testing
16 10 (12.50%) QA
16 10 (12.50%) Analytics
17 9 (11.25%) ASP.NET
17 9 (11.25%) OO
17 9 (11.25%) Problem-Solving

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 (6.25%) SharePoint
2 3 (3.75%) Apache Spark
2 3 (3.75%) CMS
3 2 (2.50%) JBoss
3 2 (2.50%) WebLogic
3 2 (2.50%) WebSphere
Applications
1 3 (3.75%) Microsoft Office
2 2 (2.50%) Microsoft Excel
Business Applications
1 2 (2.50%) Cognos TM1
2 1 (1.25%) Cognos Business Intelligence
2 1 (1.25%) Dynamics CRM
2 1 (1.25%) Dynamics NAV
Cloud Services
1 12 (15.00%) Microsoft Azure
2 6 (7.50%) PaaS
3 4 (5.00%) Amazon AWS
4 2 (2.50%) Dynamics 365
4 2 (2.50%) GitHub
5 1 (1.25%) Google Cloud Platform
5 1 (1.25%) npm
Communications & Networking
1 4 (5.00%) Remote Desktop
2 3 (3.75%) DNS
2 3 (3.75%) TCP/IP
Database & Business Intelligence
1 56 (70.00%) SQL Server
2 40 (50.00%) SQL Server Integration Services
3 37 (46.25%) SQL Server Reporting Services
4 25 (31.25%) Power BI
5 14 (17.50%) SQL Server Analysis Services
6 11 (13.75%) Data Warehouse
7 8 (10.00%) SQL Server 2012
8 6 (7.50%) QlikView
9 4 (5.00%) Relational Database
10 3 (3.75%) Big Data
10 3 (3.75%) Hadoop
10 3 (3.75%) MySQL
10 3 (3.75%) Sybase ASE
11 2 (2.50%) BusinessObjects
11 2 (2.50%) OLAP
11 2 (2.50%) Star Schema
12 1 (1.25%) Data Mining
12 1 (1.25%) Microsoft Analysis Services
12 1 (1.25%) MongoDB
12 1 (1.25%) SQL Server 2000
Development Applications
1 10 (12.50%) Visual Studio
2 8 (10.00%) Git (software)
3 7 (8.75%) Team Foundation Server
4 5 (6.25%) MSTest
4 5 (6.25%) NUnit
4 5 (6.25%) SpecFlow
5 4 (5.00%) GoogleTest
6 2 (2.50%) Bugzilla
6 2 (2.50%) Jenkins
6 2 (2.50%) JUnit
6 2 (2.50%) Maven
6 2 (2.50%) Subversion
7 1 (1.25%) Microsoft Blend
7 1 (1.25%) Moq
7 1 (1.25%) Oracle Forms
7 1 (1.25%) Selenium
7 1 (1.25%) VSS/SourceSafe
General
1 12 (15.00%) Finance
2 3 (3.75%) Automotive
2 3 (3.75%) Banking
2 3 (3.75%) Financial Institution
2 3 (3.75%) Retail
3 2 (2.50%) Manufacturing
4 1 (1.25%) Investment Banking
4 1 (1.25%) Law
Job Titles
1 61 (76.25%) Developer
2 22 (27.50%) SQL Developer
3 15 (18.75%) Database Developer
4 11 (13.75%) Senior Developer
5 9 (11.25%) Business Intelligence Developer
6 7 (8.75%) .NET Developer
6 7 (8.75%) SQL Database Developer
7 6 (7.50%) C++ Developer
7 6 (7.50%) Development Engineer
7 6 (7.50%) Senior C++ Developer
7 6 (7.50%) Software Developer
7 6 (7.50%) Software Engineer
7 6 (7.50%) Test Engineer
8 5 (6.25%) Lead Developer
8 5 (6.25%) Software Development Engineer
8 5 (6.25%) Software Test Engineer
8 5 (6.25%) Test Development Engineer
9 4 (5.00%) Analyst
9 4 (5.00%) Systems Developer
10 3 (3.75%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 25 (31.25%) .NET
2 15 (18.75%) AngularJS
3 9 (11.25%) ASP.NET
4 8 (10.00%) .NET Framework
4 8 (10.00%) Entity Framework
5 7 (8.75%) ASP.NET MVC
5 7 (8.75%) CSS
5 7 (8.75%) HTML
5 7 (8.75%) Web Services
6 6 (7.50%) Boost C++ Libraries
6 6 (7.50%) ODBC
7 5 (6.25%) jQuery
8 4 (5.00%) CSS3
8 4 (5.00%) HTML5
8 4 (5.00%) JSON
8 4 (5.00%) RESTful
9 3 (3.75%) ASP.NET Web API
9 3 (3.75%) React
9 3 (3.75%) REST
9 3 (3.75%) XML
Miscellaneous
1 20 (25.00%) Analytical Skills
2 5 (6.25%) Greenfield Project
2 5 (6.25%) Self-Motivation
3 2 (2.50%) Enterprise Software
4 1 (1.25%) FMCG
4 1 (1.25%) LIMS
Operating Systems
1 6 (7.50%) Windows
2 4 (5.00%) Windows Server
3 3 (3.75%) Linux
Processes & Methodologies
1 33 (41.25%) Business Intelligence
2 24 (30.00%) ETL
3 16 (20.00%) Visualisation
4 15 (18.75%) Agile Software Development
5 14 (17.50%) Test Automation
6 12 (15.00%) Manual Testing
7 11 (13.75%) MVC
8 10 (12.50%) Analytics
8 10 (12.50%) Unit Testing
9 9 (11.25%) OO
9 9 (11.25%) Problem-Solving
10 6 (7.50%) Coaching
10 6 (7.50%) Concurrent Programming
10 6 (7.50%) Data Modelling
10 6 (7.50%) Multithreading
10 6 (7.50%) Performance Tuning
10 6 (7.50%) Scrum
10 6 (7.50%) SDLC
10 6 (7.50%) SOA
11 5 (6.25%) Performance Testing
Programming Languages
1 78 (97.50%) SQL
2 23 (28.75%) C#
3 14 (17.50%) JavaScript
4 10 (12.50%) C++
5 7 (8.75%) TypeScript
6 6 (7.50%) Java
7 5 (6.25%) VB.NET
8 4 (5.00%) Python
8 4 (5.00%) VB
9 2 (2.50%) PL/SQL
10 1 (1.25%) ANSI SQL
10 1 (1.25%) Data Analysis Expressions (DAX)
10 1 (1.25%) ES6
10 1 (1.25%) F#
10 1 (1.25%) R
10 1 (1.25%) SOQL
10 1 (1.25%) VB6
10 1 (1.25%) VBA
10 1 (1.25%) XAML
Qualifications
1 5 (6.25%) Computer Science Degree
1 5 (6.25%) Degree
2 1 (1.25%) ISEB
2 1 (1.25%) ISTQB
2 1 (1.25%) Security Cleared
Quality Assurance & Compliance
1 10 (12.50%) QA
2 1 (1.25%) Data Quality
2 1 (1.25%) GDPR
2 1 (1.25%) PMO
System Software
1 3 (3.75%) VMware Infrastructure
1 3 (3.75%) vSphere
2 1 (1.25%) Docker
Systems Management
1 6 (7.50%) Systems Management Server (SMS)
2 3 (3.75%) WMI
3 2 (2.50%) Single Sign-On
4 1 (1.25%) Opscode Chef
4 1 (1.25%) Puppet
Vendors
1 42 (52.50%) Microsoft
2 5 (6.25%) Google
2 5 (6.25%) IBM
2 5 (6.25%) Tableau
3 3 (3.75%) Citrix
3 3 (3.75%) Oracle
3 3 (3.75%) Salesforce.com
3 3 (3.75%) Sybase
3 3 (3.75%) VMware
3 3 (3.75%) Xamarin
4 2 (2.50%) Cognos
5 1 (1.25%) SAP
5 1 (1.25%) Talend