Period
to 16 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 16 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
16 Sep 2019
Same period 2018 Same period 2017
Rank 190 118 91
Rank change year-on-year -72 -27 +49
Permanent jobs citing NoSQL 119 215 307
As % of all permanent IT jobs advertised in Yorkshire 1.60% 2.47% 3.03%
As % of the Database & Business Intelligence category 6.52% 9.23% 9.58%
Number of salaries quoted 108 195 237
Yorkshire median annual salary £52,500 £45,000 £50,000
Median salary % change year-on-year +16.67% -10.00% +5.26%
10th Percentile £37,500 £31,250 £32,500
90th Percentile £65,000 £60,750 £62,500
England median annual salary £62,500 £57,500 £57,500
% change year-on-year +8.70% - +4.55%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,824 2,329 3,203
As % of all permanent IT jobs advertised in Yorkshire 24.52% 26.73% 31.64%
Number of salaries quoted 1,615 1,957 2,748
Yorkshire median annual salary £43,000 £42,500 £42,500
Median salary % change year-on-year +1.18% - +6.25%
10th Percentile £29,000 £27,500 £27,000
90th Percentile £61,000 £58,300 £60,000
England median annual salary £52,500 £50,000 £48,500
% change year-on-year +5.00% +3.09% +2.11%

NoSQL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

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

Salary trend for NoSQL in Yorkshire

NoSQL
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing NoSQL in Yorkshire over the 6 months to 16 September 2019.

Salary histogram for NoSQL in Yorkshire

NoSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 16 September 2019. 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
West Yorkshire -31 82 £52,500 +16.67% 20
South Yorkshire +10 23 £52,000 +22.35% 6
North Yorkshire -48 14 £55,000 +4.76% 4
NoSQL
England

For the 6 months to 16 September 2019, 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 Yorkshire region with a requirement for NoSQL.

1 90 (75.63%) SQL
2 85 (71.43%) Agile Software Development
3 69 (57.98%) Java
4 53 (44.54%) Git (software)
5 41 (34.45%) DevOps
6 40 (33.61%) AWS
7 38 (31.93%) MySQL
7 38 (31.93%) PostgreSQL
8 37 (31.09%) Microservices
9 36 (30.25%) MongoDB
9 36 (30.25%) TDD
10 35 (29.41%) JavaScript
11 34 (28.57%) Software Engineering
12 31 (26.05%) Spring
12 31 (26.05%) Python
12 31 (26.05%) Continuous Integration
13 28 (23.53%) Mentoring
14 27 (22.69%) Spring Boot
14 27 (22.69%) Hadoop
14 27 (22.69%) Docker
14 27 (22.69%) Jenkins
15 25 (21.01%) Big Data
15 25 (21.01%) Node.js
16 24 (20.17%) Coaching
17 23 (19.33%) OO
18 21 (17.65%) Ansible
19 20 (16.81%) Elasticsearch
20 19 (15.97%) C#
21 18 (15.13%) Machine Learning
21 18 (15.13%) Apache Hive

NoSQL
Co-occurring IT Skills in Yorkshire 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 (16.81%) Elasticsearch
2 17 (14.29%) Apache Spark
2 17 (14.29%) nginx
3 6 (5.04%) Apache
4 2 (1.68%) ColdFusion
4 2 (1.68%) Confluence
4 2 (1.68%) JBoss
5 1 (0.84%) CMS
5 1 (0.84%) Oracle SOA Suite
5 1 (0.84%) Tomcat
5 1 (0.84%) WebLogic
5 1 (0.84%) WebLogic Portal
5 1 (0.84%) WebSphere
5 1 (0.84%) WebSphere Application Server
Cloud Services
1 40 (33.61%) AWS
2 11 (9.24%) Azure
3 10 (8.40%) GitHub
4 5 (4.20%) Amazon EMR
4 5 (4.20%) GCP
5 3 (2.52%) Amazon S3
5 3 (2.52%) AWS CloudFormation
6 2 (1.68%) Amazon EC2
6 2 (1.68%) Amazon ECS
6 2 (1.68%) AWS Lambda
6 2 (1.68%) Google App Engine
6 2 (1.68%) Google Compute Engine
6 2 (1.68%) IBM Cloud
6 2 (1.68%) Serverless
7 1 (0.84%) Firebase
7 1 (0.84%) Power Platform
Communications & Networking
1 3 (2.52%) HTTP
2 2 (1.68%) DNS
2 2 (1.68%) Firewall
2 2 (1.68%) Internet
3 1 (0.84%) DHCP
3 1 (0.84%) FTP
3 1 (0.84%) IPsec
3 1 (0.84%) SSL
3 1 (0.84%) TCP/IP
3 1 (0.84%) VPN
Database & Business Intelligence
1 38 (31.93%) MySQL
1 38 (31.93%) PostgreSQL
2 36 (30.25%) MongoDB
3 27 (22.69%) Hadoop
4 25 (21.01%) Big Data
5 18 (15.13%) Apache Hive
6 17 (14.29%) Redis
6 17 (14.29%) Relational Database
7 16 (13.45%) SQL Server
8 12 (10.08%) Riak
9 11 (9.24%) Apache Cassandra
10 9 (7.56%) Data Warehouse
10 9 (7.56%) SQL Server Integration Services
10 9 (7.56%) Sqoop
11 8 (6.72%) Amazon DynamoDB
11 8 (6.72%) RDBMS
12 7 (5.88%) Couchbase
12 7 (5.88%) SQL Server 2012
12 7 (5.88%) SQL Server Reporting Services
13 5 (4.20%) HBase
Development Applications
1 53 (44.54%) Git (software)
2 27 (22.69%) Jenkins
3 17 (14.29%) Subversion
4 16 (13.45%) Mercurial
5 13 (10.92%) GitLab
6 6 (5.04%) JIRA
7 3 (2.52%) Atlassian Bamboo
8 2 (1.68%) Bitbucket
8 2 (1.68%) Cucumber
8 2 (1.68%) git-flow
8 2 (1.68%) Selenium
9 1 (0.84%) JUnit
9 1 (0.84%) PHPUnit
9 1 (0.84%) Travis CI
9 1 (0.84%) Visual Studio
General
1 10 (8.40%) Public Sector
2 4 (3.36%) Finance
2 4 (3.36%) Marketing
3 1 (0.84%) Banking
Job Titles
1 56 (47.06%) Developer
2 29 (24.37%) Software Engineer
3 25 (21.01%) Java Developer
4 18 (15.13%) Architect
5 14 (11.76%) DevOps Engineer
5 14 (11.76%) Java Engineer
6 12 (10.08%) Python Developer
7 11 (9.24%) Senior Developer
8 10 (8.40%) Big Data Engineer
8 10 (8.40%) Data Engineer
8 10 (8.40%) Software Developer
9 9 (7.56%) Java Software Engineer
10 7 (5.88%) Java Architect
11 6 (5.04%) PHP Developer
11 6 (5.04%) Python Engineer
11 6 (5.04%) Python Software Engineer
11 6 (5.04%) Senior Data Engineer
11 6 (5.04%) Technical Architect
12 5 (4.20%) DevOps Developer
12 5 (4.20%) React Developer
Libraries, Frameworks & Software Standards
1 31 (26.05%) Spring
2 27 (22.69%) Spring Boot
3 25 (21.01%) Node.js
4 16 (13.45%) CSS
5 15 (12.61%) RabbitMQ
6 14 (11.76%) HTML
6 14 (11.76%) Kafka
7 12 (10.08%) Web Services
8 11 (9.24%) AngularJS
9 10 (8.40%) Spring Batch
9 10 (8.40%) Spring Security
10 9 (7.56%) XML
11 7 (5.88%) Dropwizard
11 7 (5.88%) Laravel
11 7 (5.88%) React
11 7 (5.88%) Vue.js
12 6 (5.04%) REST
13 5 (4.20%) Backbone.js
13 5 (4.20%) CSS3
13 5 (4.20%) HTML5
Miscellaneous
1 8 (6.72%) Algorithms
1 8 (6.72%) Data Structures
2 6 (5.04%) Analytical Skills
3 3 (2.52%) Management Information System
3 3 (2.52%) Mobile App
3 3 (2.52%) Public Cloud
4 2 (1.68%) Cloud Native
4 2 (1.68%) Enterprise Software
4 2 (1.68%) Mainframe
4 2 (1.68%) User Experience
5 1 (0.84%) Mobile Banking
5 1 (0.84%) Self-Motivation
Operating Systems
1 17 (14.29%) Linux
2 15 (12.61%) Unix
3 3 (2.52%) CentOS
3 3 (2.52%) Red Hat Enterprise Linux
3 3 (2.52%) Windows
4 1 (0.84%) AIX
4 1 (0.84%) Android
4 1 (0.84%) Apple iOS
4 1 (0.84%) Windows Server
Processes & Methodologies
1 85 (71.43%) Agile Software Development
2 41 (34.45%) DevOps
3 37 (31.09%) Microservices
4 36 (30.25%) TDD
5 34 (28.57%) Software Engineering
6 31 (26.05%) Continuous Integration
7 28 (23.53%) Mentoring
8 24 (20.17%) Coaching
9 23 (19.33%) OO
10 18 (15.13%) Machine Learning
11 17 (14.29%) Analytics
11 17 (14.29%) Open Source
12 16 (13.45%) ETL
12 16 (13.45%) Test Automation
13 13 (10.92%) BDD
14 12 (10.08%) Artificial Intelligence
14 12 (10.08%) Problem-Solving
15 11 (9.24%) Scrum
15 11 (9.24%) Technical Leadership
16 10 (8.40%) Decision-Making
Programming Languages
1 90 (75.63%) SQL
2 69 (57.98%) Java
3 35 (29.41%) JavaScript
4 31 (26.05%) Python
5 19 (15.97%) C#
6 18 (15.13%) Scala
7 15 (12.61%) PHP
8 10 (8.40%) Java 8
9 8 (6.72%) Kotlin
10 5 (4.20%) C++
10 5 (4.20%) Go
10 5 (4.20%) Ruby
11 4 (3.36%) T-SQL
12 3 (2.52%) Bash Shell
13 2 (1.68%) PL/SQL
13 2 (1.68%) PowerShell
14 1 (0.84%) Apple Swift
14 1 (0.84%) C
14 1 (0.84%) Objective-C
14 1 (0.84%) Perl
Qualifications
1 6 (5.04%) Degree
2 2 (1.68%) SANS
3 1 (0.84%) BPSS Clearance
3 1 (0.84%) Security Cleared
Quality Assurance & Compliance
1 3 (2.52%) Data Quality
1 3 (2.52%) SLA
2 2 (1.68%) QA
System Software
1 27 (22.69%) Docker
2 10 (8.40%) HDFS
3 6 (5.04%) Apache Flume
4 1 (0.84%) Virtual Machines
4 1 (0.84%) VMware ESXi
4 1 (0.84%) VMware Infrastructure
Systems Management
1 21 (17.65%) Ansible
2 17 (14.29%) Kubernetes
3 10 (8.40%) Opscode Chef
3 10 (8.40%) Puppet
4 9 (7.56%) Terraform
5 6 (5.04%) Oozie
6 3 (2.52%) Consul
6 3 (2.52%) Docker Swarm
6 3 (2.52%) Grafana
6 3 (2.52%) Graphite
6 3 (2.52%) Packer
6 3 (2.52%) Prometheus
Vendors
1 12 (10.08%) Oracle
2 11 (9.24%) Microsoft
3 9 (7.56%) Cloudera
4 4 (3.36%) IBM
5 3 (2.52%) Informatica
6 2 (1.68%) Google
6 2 (1.68%) Zend
7 1 (0.84%) Atlassian
7 1 (0.84%) BEA
7 1 (0.84%) VMware