Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 August 2018 with a comparison to the same period in the previous 2 years.

Transact-SQL
England > East of England
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 72 107 79
Rank change year-on-year +35 -28 -16
Permanent jobs citing T-SQL 434 361 479
As % of all permanent IT jobs advertised in the East of England 3.76% 3.00% 3.53%
As % of the Programming Languages category 6.80% 5.22% 6.91%
Number of salaries quoted 395 287 424
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £32,500 £31,250 £32,000
90th Percentile £65,000 £61,900 £65,000
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 the East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 6,382 6,912 6,930
As % of all permanent IT jobs advertised in the East of England 55.29% 57.36% 51.04%
Number of salaries quoted 5,100 5,784 6,026
East of England median annual salary £47,500 £45,000 £44,000
Median salary % change year-on-year +5.56% +2.27% +3.53%
10th Percentile £28,750 £28,374 £26,750
90th Percentile £70,000 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

T-SQL
Job Vacancy Trend in the East of England

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

Job vacancy trend for T-SQL in the East of England

T-SQL
Salary Trend in the East of England

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

Salary trend for T-SQL in the East of England

T-SQL
Salary Histogram in the East of England

The salary distribution of IT jobs citing T-SQL in the East of England over the 6 months to 17 August 2018.

Salary histogram for T-SQL in the East of England

T-SQL
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing T-SQL within the East of England region over the 6 months to 17 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Essex +31 136 £45,000 -14.29% 13
Hertfordshire +5 121 £50,000 +11.11% 6
Cambridgeshire +55 111 £45,000 -6.25% 17
Suffolk +3 44 £55,000 +34.15% 4
Bedfordshire -20 13 £40,000 -8.57% 3
Norfolk +14 9 £35,000 +7.69%
T-SQL
England

For the 6 months to 17 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 East of England region with a requirement for T-SQL.

1 411 (94.70%) SQL
2 319 (73.50%) SQL Server
3 195 (44.93%) SQL Server Reporting Services
4 180 (41.47%) SQL Server Integration Services
5 178 (41.01%) Microsoft
6 159 (36.64%) Business Intelligence
7 158 (36.41%) C#
8 141 (32.49%) .NET
9 127 (29.26%) SQL Server Analysis Services
10 109 (25.12%) Agile Software Development
11 97 (22.35%) HTML
12 96 (22.12%) ETL
13 94 (21.66%) Analytical Skills
14 92 (21.20%) JavaScript
15 91 (20.97%) Data Warehouse
16 84 (19.35%) Microsoft Azure
17 79 (18.20%) Power BI
18 77 (17.74%) Finance
19 75 (17.28%) Degree
20 69 (15.90%) CSS
21 66 (15.21%) .NET Framework
21 66 (15.21%) Performance Tuning
22 64 (14.75%) Software Engineering
23 59 (13.59%) Microsoft Excel
24 56 (12.90%) Web Services
24 56 (12.90%) MVC
25 54 (12.44%) Windows
26 51 (11.75%) Java
26 51 (11.75%) Analytics
27 50 (11.52%) ASP.NET

T-SQL
Co-occurring IT Skills in the East of England 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 20 (4.61%) Apache
1 20 (4.61%) Confluence
1 20 (4.61%) Tomcat
2 16 (3.69%) Apache Spark
3 13 (3.00%) IIS
4 4 (0.92%) BizTalk Server
5 3 (0.69%) JBoss
5 3 (0.69%) SharePoint
5 3 (0.69%) WebSphere
6 2 (0.46%) Apache Geronimo
6 2 (0.46%) Apache Pig
6 2 (0.46%) GlassFish
6 2 (0.46%) Kentico
7 1 (0.23%) CMS
7 1 (0.23%) SAS
7 1 (0.23%) Umbraco
7 1 (0.23%) WebSphere Application Server
Applications
1 59 (13.59%) Microsoft Excel
2 6 (1.38%) Microsoft Office
3 4 (0.92%) Microsoft PowerPoint
4 3 (0.69%) Weka
5 2 (0.46%) Spreadsheet
Business Applications
1 11 (2.53%) Cognos Business Intelligence
1 11 (2.53%) Cognos TM1
2 1 (0.23%) Aareon QL
2 1 (0.23%) Dynamics AX
2 1 (0.23%) Dynamics CRM
2 1 (0.23%) Elite 3E
2 1 (0.23%) Servitor
2 1 (0.23%) Unit4 Business World
Cloud Services
1 84 (19.35%) Microsoft Azure
2 27 (6.22%) Azure Data Factory
3 24 (5.53%) GitHub
4 15 (3.46%) Amazon AWS
5 13 (3.00%) Serverless
6 9 (2.07%) Office 365
7 1 (0.23%) Datadog
7 1 (0.23%) Dynamics 365
7 1 (0.23%) IaaS
7 1 (0.23%) PaaS
7 1 (0.23%) SaaS
Communications & Networking
1 15 (3.46%) HTTP
2 4 (0.92%) DNS
2 4 (0.92%) Firewall
2 4 (0.92%) FTP
2 4 (0.92%) Internet
3 3 (0.69%) SSL
4 2 (0.46%) NAS
5 1 (0.23%) Network Security
5 1 (0.23%) SAN
5 1 (0.23%) SMS
5 1 (0.23%) TCP/IP
Database & Business Intelligence
1 319 (73.50%) SQL Server
2 195 (44.93%) SQL Server Reporting Services
3 180 (41.47%) SQL Server Integration Services
4 127 (29.26%) SQL Server Analysis Services
5 91 (20.97%) Data Warehouse
6 79 (18.20%) Power BI
7 48 (11.06%) NoSQL
8 33 (7.60%) SQL Server 2008
8 33 (7.60%) SQL Server 2012
8 33 (7.60%) SQL Server 2016
9 27 (6.22%) Microsoft Analysis Services
9 27 (6.22%) Relational Database
10 25 (5.76%) MongoDB
11 22 (5.07%) OLAP
12 20 (4.61%) Big Data
13 18 (4.15%) Data Lake
14 16 (3.69%) MySQL
14 16 (3.69%) SQL Server 2014
15 15 (3.46%) Data Mining
15 15 (3.46%) MS Access
Development Applications
1 36 (8.29%) JIRA
2 31 (7.14%) Visual Studio
3 28 (6.45%) Team Foundation Server
4 22 (5.07%) ReSharper
5 21 (4.84%) TeamCity
6 19 (4.38%) SQL Server Management Studio (SSMS)
7 15 (3.46%) NUnit
8 14 (3.23%) Jasmine
8 14 (3.23%) Log4Net
8 14 (3.23%) Selenium
9 9 (2.07%) Jenkins
10 7 (1.61%) Cucumber
10 7 (1.61%) Git (software)
11 3 (0.69%) JMeter
11 3 (0.69%) jMock
11 3 (0.69%) JUnit
11 3 (0.69%) Oracle Forms
12 2 (0.46%) Ant
12 2 (0.46%) Maven
12 2 (0.46%) Subversion
General
1 77 (17.74%) Finance
2 26 (5.99%) Advertising
3 25 (5.76%) Marketing
4 13 (3.00%) Games
5 10 (2.30%) Automotive
6 8 (1.84%) Aerospace
6 8 (1.84%) Retail
7 6 (1.38%) Banking
8 4 (0.92%) Electronics
8 4 (0.92%) Legal
9 1 (0.23%) Local Government
9 1 (0.23%) Manufacturing
9 1 (0.23%) Publishing
Job Titles
1 230 (53.00%) Developer
2 85 (19.59%) Analyst
3 75 (17.28%) Business Intelligence Developer
4 57 (13.13%) DBA
5 53 (12.21%) SQL DBA
6 52 (11.98%) SQL Developer
7 51 (11.75%) C# Developer
8 46 (10.60%) Software Developer
9 40 (9.22%) Software Engineer
10 37 (8.53%) Senior Developer
11 35 (8.06%) .NET Developer
11 35 (8.06%) Developer/Software Engineer
12 34 (7.83%) SQL Server DBA
13 32 (7.37%) Microsoft Developer
14 31 (7.14%) Microsoft BI Developer
15 29 (6.68%) C# Software Developer
15 29 (6.68%) C# Software Engineer
16 24 (5.53%) Lead Developer
17 22 (5.07%) Administrator
18 18 (4.15%) Applications Support
Libraries, Frameworks & Software Standards
1 141 (32.49%) .NET
2 97 (22.35%) HTML
3 69 (15.90%) CSS
4 66 (15.21%) .NET Framework
5 56 (12.90%) Web Services
6 50 (11.52%) ASP.NET
7 44 (10.14%) AngularJS
8 40 (9.22%) REST
9 36 (8.29%) ASP.NET Web API
10 26 (5.99%) ASP.NET MVC
10 26 (5.99%) XML
11 25 (5.76%) HTML5
12 24 (5.53%) JSON
13 22 (5.07%) WCF
14 20 (4.61%) Entity Framework
14 20 (4.61%) Spring
15 19 (4.38%) MDX
16 18 (4.15%) WPF
17 17 (3.92%) SOAP
17 17 (3.92%) Twitter Bootstrap
Miscellaneous
1 94 (21.66%) Analytical Skills
2 36 (8.29%) Replication
3 32 (7.37%) Management Information System
4 27 (6.22%) Computer Science
5 19 (4.38%) Greenfield Project
6 18 (4.15%) Mobile App
7 17 (3.92%) Clustering
8 11 (2.53%) Data Structures
9 10 (2.30%) Self-Motivation
10 8 (1.84%) Reference Data
11 6 (1.38%) Fintech
12 4 (0.92%) Data Centre
12 4 (0.92%) NHS
13 3 (0.69%) Enterprise Software
13 3 (0.69%) User Experience
14 2 (0.46%) Analytical Mindset
14 2 (0.46%) FMCG
14 2 (0.46%) Internet of Things
14 2 (0.46%) TRADACOMS
15 1 (0.23%) Client/Server
Operating Systems
1 54 (12.44%) Windows
2 15 (3.46%) Unix
2 15 (3.46%) Windows Server
3 12 (2.76%) Linux
4 6 (1.38%) Windows Server 2003
4 6 (1.38%) Windows Server 2008
4 6 (1.38%) Windows Server 2012
5 3 (0.69%) Android
5 3 (0.69%) Apple iOS
Processes & Methodologies
1 159 (36.64%) Business Intelligence
2 109 (25.12%) Agile Software Development
3 96 (22.12%) ETL
4 66 (15.21%) Performance Tuning
5 64 (14.75%) Software Engineering
6 56 (12.90%) MVC
7 51 (11.75%) Analytics
8 50 (11.52%) Migration
9 48 (11.06%) Visualisation
10 42 (9.68%) TDD
11 39 (8.99%) OO
12 37 (8.53%) Refactoring
13 33 (7.60%) Data Migration
13 33 (7.60%) Problem-Solving
14 31 (7.14%) Kanban
15 28 (6.45%) Continuous Delivery
16 24 (5.53%) Scrum
17 22 (5.07%) Data Analysis
18 21 (4.84%) DevOps
18 21 (4.84%) ITIL
Programming Languages
1 411 (94.70%) SQL
2 158 (36.41%) C#
3 92 (21.20%) JavaScript
4 51 (11.75%) Java
5 45 (10.37%) PowerShell
6 44 (10.14%) VBA
7 30 (6.91%) PL/SQL
8 26 (5.99%) Python
8 26 (5.99%) TypeScript
9 20 (4.61%) Data Analysis Expressions (DAX)
10 14 (3.23%) Shell Script
11 12 (2.76%) C++
11 12 (2.76%) VB.NET
12 10 (2.30%) Delphi
12 10 (2.30%) Go
13 8 (1.84%) VB
14 5 (1.15%) C
15 2 (0.46%) ActionScript
15 2 (0.46%) PHP
15 2 (0.46%) R
Qualifications
1 75 (17.28%) Degree
2 12 (2.76%) Microsoft Certification
3 8 (1.84%) PhD
3 8 (1.84%) SC Cleared
3 8 (1.84%) Security Cleared
4 2 (0.46%) DBS Check
4 2 (0.46%) MCSD
5 1 (0.23%) Computer Science Degree
5 1 (0.23%) MCTS
Quality Assurance & Compliance
1 21 (4.84%) Data Quality
2 10 (2.30%) QA
3 2 (0.46%) SLA
System Software
1 3 (0.69%) Active Directory
2 2 (0.46%) HDFS
3 1 (0.23%) Firmware
Systems Management
1 4 (0.92%) Systems Management Server (SMS)
2 1 (0.23%) Microsoft Clustering
2 1 (0.23%) Nagios
Vendors
1 178 (41.01%) Microsoft
2 32 (7.37%) Oracle
3 28 (6.45%) Tableau
4 17 (3.92%) WorldPay
5 15 (3.46%) New Relic
5 15 (3.46%) Sybase
6 14 (3.23%) Cognos
7 9 (2.07%) Talend
8 8 (1.84%) Facebook
8 8 (1.84%) RedGate
8 8 (1.84%) SAP
9 4 (0.92%) Salesforce.com
10 3 (0.69%) Google
11 2 (0.46%) Alteryx
11 2 (0.46%) NetApp
12 1 (0.23%) Aareon
12 1 (0.23%) AppDynamics
12 1 (0.23%) Atlassian
12 1 (0.23%) DevExpress
12 1 (0.23%) iManage