The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 3 months to 28 March 2017 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.

NoSQL
Scotland / Glasgow
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 44 52 65
Rank change year-on-year +8 +13  
Contract jobs citing NoSQL 10 7 7
As % of all contract IT jobs advertised in Glasgow 1.91% 1.21% 0.82%
As % of the Database & Business Intelligence category 7.58% 6.67% 3.03%
Number of daily rates quoted 6 2 2
Median daily rate £400 £344 £488
Median daily rate % change year-on-year +16.36% -29.48%  
90% offered a daily rate of more than £306 £309 £458
10% offered a daily rate of more than £525 £379 £518
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Glasgow
Contract job vacancies with a requirement for database and business intelligence skills 132 105 231
As % of all contract IT job vacancies advertised in Glasgow 25.19% 18.10% 27.14%
Number of daily rates quoted 65 53 139
Median daily rate £375 £348 £383
Median daily rate % change year-on-year +7.91% -9.15%  
90% offered a daily rate of more than £300 £238 £263
10% offered a daily rate of more than £425 £400 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 4 0 2
Median hourly rate £16.61 - £33.75
90% offered a hourly rate of more than £15.89 - £32.50
10% offered a hourly rate of more than £17.39 - £35.00
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

NoSQL
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing NoSQL as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for NoSQL in Glasgow

NoSQL
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in Glasgow.

Contractor daily rate trend for NoSQL in Glasgow

NoSQL
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing NoSQL in Glasgow over the 3 months to 28 March 2017.

Contractor daily rate histogram for NoSQL in Glasgow

NoSQL
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 28 March 2017, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for NoSQL.

1 21 (80.77%) Java
2 13 (50.00%) MongoDB
3 12 (46.15%) Linux
4 10 (38.46%) Apache
5 8 (30.77%) Agile Software Development
5 8 (30.77%) Python
5 8 (30.77%) JavaScript
6 7 (26.92%) J2EE
6 7 (26.92%) Git (software)
6 7 (26.92%) Relational Database
7 6 (23.08%) Microservices
7 6 (23.08%) REST
7 6 (23.08%) Tomcat
7 6 (23.08%) JBoss
7 6 (23.08%) Shell Script
8 5 (19.23%) XQuery
8 5 (19.23%) HTTP
8 5 (19.23%) SOA
8 5 (19.23%) JMS
8 5 (19.23%) XSLT
8 5 (19.23%) MySQL
8 5 (19.23%) PHP
8 5 (19.23%) SQL
8 5 (19.23%) Amazon AWS
8 5 (19.23%) Apache Solr
8 5 (19.23%) Software Engineering
8 5 (19.23%) Ruby
8 5 (19.23%) Web Development
8 5 (19.23%) XPath
8 5 (19.23%) GitLab

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 10 (38.46%) Apache
2 6 (23.08%) JBoss
2 6 (23.08%) Tomcat
3 5 (19.23%) Apache Solr
4 3 (11.54%) Apache Spark
5 1 (3.85%) CMS
5 1 (3.85%) Elasticsearch
5 1 (3.85%) GeoServer
5 1 (3.85%) Oracle Workflow
5 1 (3.85%) Sitecore CMS
Business Applications
1 1 (3.85%) Oracle BPM
Cloud Services
1 5 (19.23%) Amazon AWS
2 1 (3.85%) Amazon EC2
2 1 (3.85%) Amazon S3
2 1 (3.85%) Amazon SQS
Communications & Networking
1 5 (19.23%) HTTP
2 1 (3.85%) Broadband
2 1 (3.85%) DVB
Database & Business Intelligence
1 13 (50.00%) MongoDB
2 7 (26.92%) Relational Database
3 5 (19.23%) MySQL
4 4 (15.38%) Apache Cassandra
4 4 (15.38%) Data Mining
5 3 (11.54%) BusinessObjects
5 3 (11.54%) QlikView
6 2 (7.69%) Pentaho
6 2 (7.69%) RDBMS
7 1 (3.85%) Big Data
7 1 (3.85%) GIS
7 1 (3.85%) InterSystems Cache
7 1 (3.85%) MarkLogic
7 1 (3.85%) Spatial Data
Development Applications
1 7 (26.92%) Git (software)
2 5 (19.23%) GitLab
3 2 (7.69%) Hudson
3 2 (7.69%) Jenkins
3 2 (7.69%) Subversion
3 2 (7.69%) Talend Open Studio
4 1 (3.85%) Cucumber
4 1 (3.85%) Gradle
4 1 (3.85%) JBehave
4 1 (3.85%) JIRA
4 1 (3.85%) Maven
4 1 (3.85%) Selenium
General
1 2 (7.69%) Finance
2 1 (3.85%) Legal
Job Titles
1 9 (34.62%) Developer
2 8 (30.77%) Java Developer
3 5 (19.23%) Consultant
3 5 (19.23%) DevOps Consultant
4 4 (15.38%) Architect
4 4 (15.38%) Data Scientist
5 3 (11.54%) Data Architect
6 2 (7.69%) Administrator
6 2 (7.69%) AWS Engineer
6 2 (7.69%) AWS Software Engineer
6 2 (7.69%) Java Engineer
6 2 (7.69%) Java Software Engineer
6 2 (7.69%) Senior Developer
6 2 (7.69%) Senior Java Developer
6 2 (7.69%) Software Engineer
7 1 (3.85%) Angular Developer
7 1 (3.85%) AWS Developer
7 1 (3.85%) C# .NET Developer
7 1 (3.85%) Java/J2EE Technical Architect
7 1 (3.85%) Open Source Developer
Libraries, Frameworks & Software Standards
1 7 (26.92%) J2EE
2 6 (23.08%) REST
3 5 (19.23%) JMS
3 5 (19.23%) XSLT
4 4 (15.38%) AngularJS
4 4 (15.38%) Lucene
4 4 (15.38%) Natural Language Processing
5 3 (11.54%) jQuery
5 3 (11.54%) Spring
6 2 (7.69%) CSS
6 2 (7.69%) HTML
6 2 (7.69%) Node.js
6 2 (7.69%) Regular Expression
6 2 (7.69%) Sass
7 1 (3.85%) Apache Commons
7 1 (3.85%) ASP.NET Web API
7 1 (3.85%) D3.js
7 1 (3.85%) KnockoutJS
7 1 (3.85%) Leaflet
7 1 (3.85%) PostGIS
Miscellaneous
1 4 (15.38%) Linux Command Line
2 3 (11.54%) Virtual Team
3 1 (3.85%) Algorithms
3 1 (3.85%) Computer Science
3 1 (3.85%) Data Structures
3 1 (3.85%) Enterprise Software
3 1 (3.85%) Replication
Operating Systems
1 12 (46.15%) Linux
2 1 (3.85%) Red Hat Enterprise Linux
2 1 (3.85%) Unix
2 1 (3.85%) Windows
Processes & Methodologies
1 8 (30.77%) Agile Software Development
2 6 (23.08%) Microservices
3 5 (19.23%) Continuous Deployment
3 5 (19.23%) DevOps
3 5 (19.23%) SOA
3 5 (19.23%) Software Engineering
3 5 (19.23%) Web Development
4 4 (15.38%) Cluster Analysis
4 4 (15.38%) Data Analysis
4 4 (15.38%) Data Extraction
5 3 (11.54%) Data Management
5 3 (11.54%) Data Visualisation
5 3 (11.54%) ETL
5 3 (11.54%) Front End Development
5 3 (11.54%) Visualisation
6 2 (7.69%) High Availability
6 2 (7.69%) Logical Data Model
6 2 (7.69%) Mentoring
6 2 (7.69%) OCR
6 2 (7.69%) Physical Data Model
Programming Languages
1 21 (80.77%) Java
2 8 (30.77%) JavaScript
2 8 (30.77%) Python
3 6 (23.08%) Shell Script
4 5 (19.23%) PHP
4 5 (19.23%) Ruby
4 5 (19.23%) SQL
4 5 (19.23%) XPath
4 5 (19.23%) XQuery
5 2 (7.69%) CoffeeScript
5 2 (7.69%) Groovy
5 2 (7.69%) Perl
5 2 (7.69%) PL/SQL
6 1 (3.85%) C#
Qualifications
1 1 (3.85%) Degree
Quality Assurance & Compliance
1 1 (3.85%) QA
Systems Management
1 5 (19.23%) Ansible
Vendors
1 2 (7.69%) Tableau
1 2 (7.69%) Talend
1 2 (7.69%) VMware
2 1 (3.85%) ESRI
2 1 (3.85%) Oracle
2 1 (3.85%) Red Hat
2 1 (3.85%) Sitecore