Period
to 18 November 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 18 November 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.

NoSQL
Scotland > Edinburgh
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 87 115 106
Rank change year-on-year +28 -9 +16
Contract jobs citing NoSQL 56 20 21
As % of all contract IT jobs advertised in Edinburgh 1.96% 0.69% 0.97%
As % of the Database & Business Intelligence category 10.96% 3.72% 4.48%
Number of daily rates quoted 33 14 19
Edinburgh median daily rate £375 £388 £400
Median daily rate % change year-on-year -3.23% -3.13% -12.42%
10th Percentile £313 £331 £348
90th Percentile £501 £444 £528
Scotland median daily rate £400 £380 £400
% change year-on-year +5.26% -5.00% -3.03%
Number of hourly rates quoted 1 0 0
Edinburgh median hourly rate £35.00 - -
Scotland median hourly rate £35.00 - -

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 511 537 469
As % of all contract IT jobs advertised in Edinburgh 17.89% 18.46% 21.75%
Number of daily rates quoted 280 288 245
Edinburgh median daily rate £406 £400 £365
Median daily rate % change year-on-year +1.56% +9.59% -8.75%
10th Percentile £313 £300 £264
90th Percentile £575 £529 £513
Scotland median daily rate £400 £395 £350
% change year-on-year +1.27% +12.86% -6.67%
Number of hourly rates quoted 2 2 8
Edinburgh median hourly rate £25.25 £43.39 £49.63
Median hourly rate % change year-on-year -41.81% -12.56% +53.05%
10th Percentile £17.45 £43.39 £43.88
90th Percentile £33.05 £43.39 £52.05
Scotland median hourly rate £32.50 £42.70 £42.00
% change year-on-year -23.88% +1.65% +46.28%

NoSQL
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for NoSQL in Edinburgh

NoSQL
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for NoSQL in Edinburgh

NoSQL
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing NoSQL in Edinburgh over the 6 months to 18 November 2018.

Contractor daily rate histogram for NoSQL in Edinburgh

For the 6 months to 18 November 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for NoSQL.

1 45 (80.36%) Agile Software Development
2 39 (69.64%) CSS
2 39 (69.64%) MongoDB
3 38 (67.86%) DevOps
3 38 (67.86%) React
4 37 (66.07%) AngularJS
4 37 (66.07%) HTML
5 31 (55.36%) JavaScript
5 31 (55.36%) Oracle
6 28 (50.00%) Test Automation
7 27 (48.21%) Apache Cassandra
8 24 (42.86%) Java
8 24 (42.86%) Python
8 24 (42.86%) Node.js
9 22 (39.29%) Twitter Bootstrap
9 22 (39.29%) Microservices
9 22 (39.29%) HTML5
10 21 (37.50%) CSS3
10 21 (37.50%) SQL
10 21 (37.50%) Relational Database
11 20 (35.71%) MySQL
11 20 (35.71%) RDBMS
12 19 (33.93%) Git (software)
13 18 (32.14%) MEAN Stack
14 17 (30.36%) Functional Testing
15 16 (28.57%) Scrum
16 15 (26.79%) Subversion
16 15 (26.79%) Front End Development
17 13 (23.21%) Spring
17 13 (23.21%) TDD

NoSQL
Co-occurring IT Skills in Edinburgh 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 (7.14%) Apache Spark
1 4 (7.14%) Cloud Foundry
1 4 (7.14%) Elasticsearch
2 1 (1.79%) Apache Pig
2 1 (1.79%) Apache Solr
Cloud Services
1 11 (19.64%) Amazon AWS
2 8 (14.29%) Microsoft Azure
3 4 (7.14%) Google Cloud Platform
3 4 (7.14%) OpenShift
3 4 (7.14%) Tricentis Tosca
4 1 (1.79%) AWS CloudFormation
4 1 (1.79%) IBM Cloud
Communications & Networking
1 1 (1.79%) HTTP
Database & Business Intelligence
1 39 (69.64%) MongoDB
2 27 (48.21%) Apache Cassandra
3 21 (37.50%) Relational Database
4 20 (35.71%) MySQL
4 20 (35.71%) RDBMS
5 11 (19.64%) PostgreSQL
6 4 (7.14%) Amazon DynamoDB
6 4 (7.14%) Couchbase
6 4 (7.14%) Redis
7 3 (5.36%) Flink
8 2 (3.57%) Apache Hive
8 2 (3.57%) Hadoop
9 1 (1.79%) Big Data
9 1 (1.79%) DataStax
9 1 (1.79%) HBase
9 1 (1.79%) Impala
9 1 (1.79%) Oracle Database
9 1 (1.79%) Oracle Database 12c
9 1 (1.79%) SQL Server
9 1 (1.79%) SQL Server Integration Services
Development Applications
1 19 (33.93%) Git (software)
2 15 (26.79%) Subversion
3 13 (23.21%) JUnit
4 10 (17.86%) Jenkins
5 7 (12.50%) Selenium
6 5 (8.93%) Hudson
6 5 (8.93%) Maven
7 4 (7.14%) Artifactory
7 4 (7.14%) Atlassian Bamboo
7 4 (7.14%) Bitbucket
7 4 (7.14%) Cucumber
7 4 (7.14%) HP UFT
8 3 (5.36%) NUnit
8 3 (5.36%) Team Foundation Server
8 3 (5.36%) Visual Studio
8 3 (5.36%) Visual Studio Coded UI
9 1 (1.79%) JIRA
General
1 9 (16.07%) Finance
2 6 (10.71%) Banking
3 3 (5.36%) Marketing
3 3 (5.36%) Retail
4 2 (3.57%) Advertising
5 1 (1.79%) Financial Institution
5 1 (1.79%) International Banking
5 1 (1.79%) Retail Banking
5 1 (1.79%) Telecoms
Job Titles
1 44 (78.57%) Developer
2 22 (39.29%) Full Stack Developer
3 11 (19.64%) React Developer
4 10 (17.86%) Node.js Developer
5 7 (12.50%) HTML Developer
5 7 (12.50%) JavaScript Developer
5 7 (12.50%) Software Developer
6 6 (10.71%) HTML CSS Developer
6 6 (10.71%) Senior Developer
7 5 (8.93%) Front End Developer (Client-Side Developer)
7 5 (8.93%) Java Developer
8 3 (5.36%) Ruby on Rails Developer
9 2 (3.57%) Agile Developer
9 2 (3.57%) Agile Java Developer
9 2 (3.57%) Architect
9 2 (3.57%) Automation Tester
9 2 (3.57%) Python Developer
9 2 (3.57%) Senior Agile Java Developer
9 2 (3.57%) Senior Java Developer
9 2 (3.57%) Tester
Libraries, Frameworks & Software Standards
1 39 (69.64%) CSS
2 38 (67.86%) React
3 37 (66.07%) AngularJS
3 37 (66.07%) HTML
4 24 (42.86%) Node.js
5 22 (39.29%) HTML5
5 22 (39.29%) Twitter Bootstrap
6 21 (37.50%) CSS3
7 18 (32.14%) MEAN Stack
8 13 (23.21%) Spring
9 11 (19.64%) jQuery
10 10 (17.86%) Sass
10 10 (17.86%) Thymeleaf
11 5 (8.93%) Flask
11 5 (8.93%) JSON
12 4 (7.14%) Django
12 4 (7.14%) Kafka
13 3 (5.36%) .NET
13 3 (5.36%) REST
13 3 (5.36%) Ruby on Rails
Miscellaneous
1 5 (8.93%) User Experience
2 3 (5.36%) Public Cloud
3 2 (3.57%) Cloud Native
3 2 (3.57%) Mobile App
3 2 (3.57%) NHS
4 1 (1.79%) Algorithms
4 1 (1.79%) Computer Science
4 1 (1.79%) Enterprise Software
Operating Systems
1 11 (19.64%) Linux
2 1 (1.79%) Android
2 1 (1.79%) Apple iOS
2 1 (1.79%) Unix
Processes & Methodologies
1 45 (80.36%) Agile Software Development
2 38 (67.86%) DevOps
3 28 (50.00%) Test Automation
4 22 (39.29%) Microservices
5 17 (30.36%) Functional Testing
6 16 (28.57%) Scrum
7 15 (26.79%) Front End Development
8 13 (23.21%) TDD
9 12 (21.43%) Continuous Integration
10 10 (17.86%) Kanban
11 9 (16.07%) BDD
12 8 (14.29%) Software Engineering
12 8 (14.29%) Unit Testing
13 7 (12.50%) Analytics
13 7 (12.50%) Refactoring
14 5 (8.93%) Code Coverage
14 5 (8.93%) Requirements Analysis
14 5 (8.93%) System Integration Testing
15 4 (7.14%) ATDD
15 4 (7.14%) Pair Programming
Programming Languages
1 31 (55.36%) JavaScript
2 24 (42.86%) Java
2 24 (42.86%) Python
3 21 (37.50%) SQL
4 11 (19.64%) Perl
5 5 (8.93%) PHP
5 5 (8.93%) PowerShell
6 3 (5.36%) C#
6 3 (5.36%) Ruby
7 1 (1.79%) Java 8
7 1 (1.79%) PL/SQL
7 1 (1.79%) Scala
7 1 (1.79%) T-SQL
Qualifications
1 2 (3.57%) Security Cleared
Quality Assurance & Compliance
1 2 (3.57%) Disclosure Scotland
System Software
1 4 (7.14%) Docker
2 1 (1.79%) VMware Infrastructure
Systems Management
1 6 (10.71%) Ansible
1 6 (10.71%) Opscode Chef
1 6 (10.71%) Puppet
2 4 (7.14%) Kubernetes
2 4 (7.14%) OpenView
2 4 (7.14%) SCOM
2 4 (7.14%) ZABBIX
3 1 (1.79%) Terraform
Vendors
1 31 (55.36%) Oracle
2 8 (14.29%) Microsoft
3 5 (8.93%) VMware
4 4 (7.14%) Google
4 4 (7.14%) HP
4 4 (7.14%) Red Hat
5 1 (1.79%) IBM
5 1 (1.79%) Informatica
5 1 (1.79%) SaltStack
5 1 (1.79%) Tableau
5 1 (1.79%) Xamarin