Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 22 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 20 54 67
Rank change year-on-year +34 +13 +19
Permanent jobs citing NoSQL 236 108 90
As % of all permanent IT jobs advertised in Glasgow 10.54% 4.66% 3.82%
As % of the Database & Business Intelligence category 24.92% 10.83% 9.80%
Number of salaries quoted 210 59 29
Glasgow median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% -20.83%
10th Percentile £37,500 £37,500 £35,000
90th Percentile £75,000 £71,250 £59,000
Scotland median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -2.56%

NoSQL is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 947 997 918
As % of all permanent IT jobs advertised in Glasgow 42.30% 42.97% 39.00%
Number of salaries quoted 727 578 409
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £32,500 £30,750 £28,500
90th Percentile £66,250 £70,000 £62,950
Scotland median annual salary £45,000 £41,500 £43,500
% change year-on-year +8.43% -4.60% +3.29%

NoSQL
Job Vacancy Trend in Glasgow

Job postings citing NoSQL as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for NoSQL in Glasgow

NoSQL
Salary Trend in Glasgow

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

Salary trend for NoSQL in Glasgow

NoSQL
Salary Histogram in Glasgow

The salary distribution of IT jobs citing NoSQL in Glasgow over the 6 months to 22 September 2018.

Salary histogram for NoSQL in Glasgow

For the 6 months to 22 September 2018, IT jobs citing NoSQL 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 NoSQL.

1 172 (72.88%) SQL
2 153 (64.83%) Python
3 138 (58.47%) OO
4 136 (57.63%) Agile Software Development
5 124 (52.54%) Finance
5 124 (52.54%) Java
6 115 (48.73%) PostgreSQL
6 115 (48.73%) TDD
7 99 (41.95%) BDD
8 97 (41.10%) JavaScript
9 88 (37.29%) OOP
10 82 (34.75%) AngularJS
10 82 (34.75%) Collaborative Working
11 81 (34.32%) HTML
12 80 (33.90%) Relational Database
13 78 (33.05%) SDLC
14 77 (32.63%) Spring
15 73 (30.93%) Hibernate
15 73 (30.93%) XML
16 72 (30.51%) C#
16 72 (30.51%) Enterprise Software
17 69 (29.24%) Test Automation
18 67 (28.39%) Hadoop
18 67 (28.39%) Continuous Integration
18 67 (28.39%) Oracle
19 66 (27.97%) Ruby
19 66 (27.97%) Docker
20 65 (27.54%) Apache Cassandra
20 65 (27.54%) Maven
21 64 (27.12%) Puppet

NoSQL
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 58 (24.58%) MQSeries
2 8 (3.39%) Jetty
2 8 (3.39%) Tomcat
3 7 (2.97%) JBoss
3 7 (2.97%) WebLogic
4 4 (1.69%) WebSphere
5 2 (0.85%) Apache Spark
5 2 (0.85%) GemFire
6 1 (0.42%) Apache
6 1 (0.42%) Drupal
Cloud Services
1 26 (11.02%) Amazon AWS
1 26 (11.02%) Microsoft Azure
2 11 (4.66%) Dynamics 365
2 11 (4.66%) npm
2 11 (4.66%) Office 365
3 10 (4.24%) Amazon Kinesis
3 10 (4.24%) AWS CloudFormation
3 10 (4.24%) AWS Lambda
3 10 (4.24%) Serverless
4 4 (1.69%) GitHub
5 2 (0.85%) Cloud Computing
5 2 (0.85%) Force.com
6 1 (0.42%) Amazon EC2
6 1 (0.42%) Amazon SQS
6 1 (0.42%) Google Cloud Platform
Communications & Networking
1 3 (1.27%) AMQP
2 1 (0.42%) HTTP
Database & Business Intelligence
1 115 (48.73%) PostgreSQL
2 80 (33.90%) Relational Database
3 67 (28.39%) Hadoop
4 65 (27.54%) Apache Cassandra
5 61 (25.85%) MySQL
6 58 (24.58%) Bigtable
7 42 (17.80%) SQL Server
8 33 (13.98%) MongoDB
9 31 (13.14%) SQL Server 2016
10 14 (5.93%) Big Data
10 14 (5.93%) RDBMS
11 7 (2.97%) Couchbase
12 6 (2.54%) Redis
13 5 (2.12%) DB2
13 5 (2.12%) Riak
14 2 (0.85%) Apache Hive
14 2 (0.85%) Data Mining
14 2 (0.85%) HBase
14 2 (0.85%) Impala
14 2 (0.85%) Parquet
Development Applications
1 65 (27.54%) Maven
2 52 (22.03%) Git (software)
3 11 (4.66%) Babel
3 11 (4.66%) Log4Net
3 11 (4.66%) NUnit
3 11 (4.66%) Rhino Mocks
3 11 (4.66%) webpack
4 10 (4.24%) Cucumber
4 10 (4.24%) Selenium
5 9 (3.81%) JIRA
5 9 (3.81%) JUnit
5 9 (3.81%) Team Foundation Server
6 8 (3.39%) Jenkins
6 8 (3.39%) Subversion
7 6 (2.54%) Vagrant
8 5 (2.12%) FitNesse
9 2 (0.85%) Eclipse
9 2 (0.85%) FindBugs
9 2 (0.85%) IntelliJ
9 2 (0.85%) Mercurial
General
1 124 (52.54%) Finance
2 15 (6.36%) Advertising
3 5 (2.12%) Banking
4 1 (0.42%) Front Office
4 1 (0.42%) Games
4 1 (0.42%) Local Government
Job Titles
1 120 (50.85%) Developer
2 50 (21.19%) Java Developer
3 45 (19.07%) .NET Developer
4 39 (16.53%) Python Engineer
5 26 (11.02%) Java Engineer
6 25 (10.59%) Software Engineer
7 24 (10.17%) Technical Leader
8 10 (4.24%) Python Developer
9 9 (3.81%) Programmer
10 8 (3.39%) Architect
10 8 (3.39%) Java Software Engineer
10 8 (3.39%) Python Programmer
10 8 (3.39%) UI Engineer
11 7 (2.97%) Python Software Engineer
12 6 (2.54%) Solutions Architect
13 5 (2.12%) Backend Developer
14 4 (1.69%) Software Developer
15 3 (1.27%) C# Developer
15 3 (1.27%) Senior Developer
15 3 (1.27%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 82 (34.75%) AngularJS
2 81 (34.32%) HTML
3 77 (32.63%) Spring
4 73 (30.93%) Hibernate
4 73 (30.93%) XML
5 59 (25.00%) Middleware
6 58 (24.58%) .NET
6 58 (24.58%) XML Schema
7 54 (22.88%) Node.js
8 53 (22.46%) ASP.NET
9 52 (22.03%) ASP.NET MVC
10 43 (18.22%) ASP.NET Web API
10 43 (18.22%) WCF
11 37 (15.68%) RESTful
12 31 (13.14%) ASP.NET MVC 5
13 22 (9.32%) React
14 16 (6.78%) .NET Framework
14 16 (6.78%) Entity Framework
15 15 (6.36%) Code First Entity Framework
16 13 (5.51%) Redux
Miscellaneous
1 72 (30.51%) Enterprise Software
2 58 (24.58%) Virtual Team
3 16 (6.78%) Computer Science
4 13 (5.51%) Greenfield Project
5 8 (3.39%) Analytical Skills
6 5 (2.12%) Algorithms
7 4 (1.69%) Equity Derivative
7 4 (1.69%) Reference Data
7 4 (1.69%) Self-Motivation
8 3 (1.27%) Mobile App
9 2 (0.85%) Cloud Native
9 2 (0.85%) Data Structures
9 2 (0.85%) Mainframe
9 2 (0.85%) User Experience
10 1 (0.42%) Derivative
10 1 (0.42%) Fintech
10 1 (0.42%) Fixed Income
Operating Systems
1 11 (4.66%) Linux
1 11 (4.66%) Windows
2 6 (2.54%) Unix
3 3 (1.27%) Apple iOS
Processes & Methodologies
1 138 (58.47%) OO
2 136 (57.63%) Agile Software Development
3 115 (48.73%) TDD
4 99 (41.95%) BDD
5 88 (37.29%) OOP
6 82 (34.75%) Collaborative Working
7 78 (33.05%) SDLC
8 69 (29.24%) Test Automation
9 67 (28.39%) Continuous Integration
10 62 (26.27%) System Testing
11 60 (25.42%) Refactoring
11 60 (25.42%) Unit Testing
12 59 (25.00%) Continuous Deployment
13 58 (24.58%) Complex Event Processing
13 58 (24.58%) Domain Models
14 53 (22.46%) MVC
15 41 (17.37%) Software Engineering
16 31 (13.14%) Web Application Development
17 30 (12.71%) Microservices
18 28 (11.86%) Open Source
Programming Languages
1 172 (72.88%) SQL
2 153 (64.83%) Python
3 124 (52.54%) Java
4 97 (41.10%) JavaScript
5 72 (30.51%) C#
6 66 (27.97%) Ruby
7 63 (26.69%) PHP
8 58 (24.58%) XPath
9 33 (13.98%) C++
10 11 (4.66%) Java 8
11 10 (4.24%) PL/SQL
12 9 (3.81%) Clojure
12 9 (3.81%) Lisp
12 9 (3.81%) T-SQL
13 8 (3.39%) Bash Shell
14 5 (2.12%) Scala
15 3 (1.27%) C
15 3 (1.27%) Objective-C
16 2 (0.85%) Apex Code
16 2 (0.85%) Shell Script
Qualifications
1 20 (8.47%) BPSS Clearance
2 6 (2.54%) Degree
3 1 (0.42%) Computer Science Degree
Quality Assurance & Compliance
1 5 (2.12%) QA
System Software
1 66 (27.97%) Docker
2 2 (0.85%) HDFS
3 1 (0.42%) LXC
3 1 (0.42%) OpenAM
3 1 (0.42%) VirtualBox
3 1 (0.42%) VMware Infrastructure
Systems Management
1 64 (27.12%) Puppet
2 63 (26.69%) Ansible
3 7 (2.97%) Opscode Chef
4 5 (2.12%) Cobbler
5 1 (0.42%) Graphite
Vendors
1 67 (28.39%) Oracle
2 15 (6.36%) Facebook
3 12 (5.08%) Microsoft
4 7 (2.97%) IBM
5 5 (2.12%) Sybase
6 4 (1.69%) TIBCO
7 3 (1.27%) Informatica
8 2 (0.85%) Cloudera
8 2 (0.85%) Cognizant
8 2 (0.85%) Salesforce.com
8 2 (0.85%) SAP
9 1 (0.42%) Google
9 1 (0.42%) VMware