Period
to 19 July 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 19 July 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
19 Jul 2018
Same period 2017 Same period 2016
Rank 75 86 72
Rank change year-on-year +11 -14 +10
Contract jobs citing T-SQL 43 11 25
As % of all contract IT jobs advertised in Glasgow 2.45% 0.86% 1.94%
As % of the Programming Languages category 4.93% 1.62% 4.66%
Number of daily rates quoted 32 6 19
Glasgow median daily rate £400 £313 £350
Median daily rate % change year-on-year +28.00% -10.71% -6.67%
10th Percentile £287 £256 £306
90th Percentile £469 £381 £388
Scotland median daily rate £370 £325 £350
% change year-on-year +13.85% -7.14% -
Number of hourly rates quoted 0 4 0
Glasgow median hourly rate - £190.00 -
Scotland median hourly rate - £190.00 £43.00
% change year-on-year - +341.86% +1.18%

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 873 680 537
As % of all contract IT jobs advertised in Glasgow 49.74% 53.38% 41.72%
Number of daily rates quoted 530 367 295
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -1.41%
10th Percentile £300 £300 £263
90th Percentile £538 £475 £442
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -6.67%
Number of hourly rates quoted 6 5 0
Glasgow median hourly rate £33.75 £190.00 -
Median hourly rate % change year-on-year -82.24% - -
Scotland median hourly rate £17.40 £40.00 £40.00
% change year-on-year -56.50% - +29.03%

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 19 July 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 19 July 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 43 (100.00%) SQL
2 34 (79.07%) SQL Server
3 29 (67.44%) Microsoft Azure
4 28 (65.12%) Microsoft
5 26 (60.47%) Azure SQL Database
6 23 (53.49%) Agile Software Development
7 21 (48.84%) C#
7 21 (48.84%) REST
8 20 (46.51%) Entity Framework
8 20 (46.51%) .NET
8 20 (46.51%) MVC
8 20 (46.51%) .NET Framework
9 19 (44.19%) Digital Transformation Programme
10 18 (41.86%) AngularJS
10 18 (41.86%) Dynamics CRM
10 18 (41.86%) CRM
11 17 (39.53%) ASP.NET Web API
12 16 (37.21%) OAuth2
12 16 (37.21%) .NET Core
12 16 (37.21%) B2C
12 16 (37.21%) OAuth
13 15 (34.88%) Unit Testing
13 15 (34.88%) NUnit
13 15 (34.88%) Angular 2
13 15 (34.88%) Docker
13 15 (34.88%) MSTest
14 13 (30.23%) Hadoop
14 13 (30.23%) Big Data
14 13 (30.23%) Service Design
14 13 (30.23%) ETL

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 4 (9.30%) Apache Pig
1 4 (9.30%) Tomcat
2 2 (4.65%) SharePoint
2 2 (4.65%) Skype for Business
Applications
1 3 (6.98%) Microsoft Office
Business Applications
1 18 (41.86%) Dynamics CRM
Cloud Services
1 29 (67.44%) Microsoft Azure
2 11 (25.58%) Dynamics 365
3 9 (20.93%) Azure Data Factory
3 9 (20.93%) PaaS
4 4 (9.30%) Office 365
Communications & Networking
1 6 (13.95%) DHCP
1 6 (13.95%) DNS
2 4 (9.30%) FTP
3 2 (4.65%) Firewall
3 2 (4.65%) VLAN
3 2 (4.65%) VPN
3 2 (4.65%) Wireless
Database & Business Intelligence
1 34 (79.07%) SQL Server
2 26 (60.47%) Azure SQL Database
3 13 (30.23%) Big Data
3 13 (30.23%) Hadoop
4 12 (27.91%) SQL Server Integration Services
4 12 (27.91%) SQL Server Reporting Services
5 10 (23.26%) Data Warehouse
6 9 (20.93%) Data Lake
6 9 (20.93%) HDInsight
6 9 (20.93%) Microsoft Analysis Services
6 9 (20.93%) Power BI
6 9 (20.93%) SQL Server Analysis Services
7 5 (11.63%) SQL Server 2012
8 4 (9.30%) Apache Hive
8 4 (9.30%) HBase
8 4 (9.30%) NoSQL
9 2 (4.65%) SQL Server 2005
10 1 (2.33%) QlikView
10 1 (2.33%) SQL Server 2008
10 1 (2.33%) SQL Server 2016
Development Applications
1 15 (34.88%) MSTest
1 15 (34.88%) NUnit
2 4 (9.30%) Git (software)
2 4 (9.30%) Maven
2 4 (9.30%) MSI
3 2 (4.65%) JIRA
4 1 (2.33%) Subversion
4 1 (2.33%) Team Foundation Server
4 1 (2.33%) Visual Studio Team System
General
1 3 (6.98%) Legal
2 2 (4.65%) Electronics
2 2 (4.65%) Finance
2 2 (4.65%) Manufacturing
2 2 (4.65%) Marketing
2 2 (4.65%) Telecoms
3 1 (2.33%) Law
Job Titles
1 35 (81.40%) Developer
2 13 (30.23%) Full Stack Developer
3 9 (20.93%) ETL Developer
4 8 (18.60%) .NET Developer
5 7 (16.28%) Software Developer
6 5 (11.63%) SQL Developer
7 3 (6.98%) Azure Developer
7 3 (6.98%) Big Data Developer
7 3 (6.98%) C# Developer
8 2 (4.65%) .NET Web Applications Developer
8 2 (4.65%) Agile Developer
8 2 (4.65%) Analyst
8 2 (4.65%) Applications Developer
8 2 (4.65%) C# .NET Developer
8 2 (4.65%) Microsoft Developer
8 2 (4.65%) Senior .NET Web Developer
8 2 (4.65%) Senior Developer
8 2 (4.65%) Senior Web Developer
8 2 (4.65%) Systems Analyst
8 2 (4.65%) Web Developer
Libraries, Frameworks & Software Standards
1 21 (48.84%) REST
2 20 (46.51%) .NET
2 20 (46.51%) .NET Framework
2 20 (46.51%) Entity Framework
3 18 (41.86%) AngularJS
4 17 (39.53%) ASP.NET Web API
5 16 (37.21%) .NET Core
5 16 (37.21%) OAuth
5 16 (37.21%) OAuth2
6 15 (34.88%) Angular 2
7 5 (11.63%) Web Services
8 4 (9.30%) J2EE
8 4 (9.30%) JDBC
8 4 (9.30%) JMS
8 4 (9.30%) JNDI
8 4 (9.30%) Spring
8 4 (9.30%) Spring Batch
9 3 (6.98%) CSS
10 2 (4.65%) ASP.NET
10 2 (4.65%) XML
Miscellaneous
1 2 (4.65%) iPhone
2 1 (2.33%) Analytical Skills
2 1 (2.33%) Computer Science
2 1 (2.33%) Greenfield Project
2 1 (2.33%) Management Information System
Operating Systems
1 7 (16.28%) Windows
1 7 (16.28%) Windows Server
2 6 (13.95%) Windows 7
3 3 (6.98%) Windows Server 2008
4 2 (4.65%) Linux
4 2 (4.65%) Solaris
4 2 (4.65%) Unix
4 2 (4.65%) Windows Phone
4 2 (4.65%) Windows Server 2003
Processes & Methodologies
1 23 (53.49%) Agile Software Development
2 20 (46.51%) MVC
3 19 (44.19%) Digital Transformation Programme
4 18 (41.86%) CRM
5 16 (37.21%) B2C
6 15 (34.88%) Unit Testing
7 13 (30.23%) ETL
7 13 (30.23%) Service Design
8 11 (25.58%) Business Intelligence
9 9 (20.93%) Analytics
9 9 (20.93%) Data Modelling
9 9 (20.93%) Machine Learning
9 9 (20.93%) Visualisation
10 7 (16.28%) Data Strategy
11 5 (11.63%) DevOps
12 4 (9.30%) Software Delivery
12 4 (9.30%) Software Distribution
12 4 (9.30%) Test Automation
13 3 (6.98%) Personalization
13 3 (6.98%) Software Engineering
Programming Languages
1 43 (100.00%) SQL
2 21 (48.84%) C#
3 7 (16.28%) PowerShell
4 4 (9.30%) JavaScript
4 4 (9.30%) PL/SQL
4 4 (9.30%) Shell Script
4 4 (9.30%) VB
4 4 (9.30%) VBScript
5 1 (2.33%) VBA
5 1 (2.33%) XPath
Qualifications
1 8 (18.60%) Security Cleared
2 3 (6.98%) BPSS Clearance
2 3 (6.98%) SC Cleared
3 2 (4.65%) Degree
4 1 (2.33%) BC Cleared
4 1 (2.33%) Computer Science Degree
4 1 (2.33%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.33%) QA
System Software
1 15 (34.88%) Docker
2 7 (16.28%) Active Directory
3 4 (9.30%) HDFS
3 4 (9.30%) Microsoft App-V
3 4 (9.30%) XenApp
3 4 (9.30%) XenDesktop
3 4 (9.30%) XenServer
4 2 (4.65%) VMware ESXi
4 2 (4.65%) VMware Infrastructure
4 2 (4.65%) vSphere
Systems Management
1 4 (9.30%) SCCM
1 4 (9.30%) Systems Management Server (SMS)
2 2 (4.65%) Backup Exec
2 2 (4.65%) Host Intrusion Detection System
2 2 (4.65%) Malwarebytes
2 2 (4.65%) Network Intrusion Detection System
2 2 (4.65%) Norton AntiVirus
Vendors
1 28 (65.12%) Microsoft
2 9 (20.93%) Tableau
3 4 (9.30%) Citrix
3 4 (9.30%) Ivanti
3 4 (9.30%) Oracle
3 4 (9.30%) VMware
4 2 (4.65%) Apple
4 2 (4.65%) Avaya
4 2 (4.65%) Cisco
4 2 (4.65%) Dell
4 2 (4.65%) Palo Alto
4 2 (4.65%) SAP
4 2 (4.65%) Sophos
4 2 (4.65%) Symantec
5 1 (2.33%) Intapp