Period
to 14 November 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 14 November 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 165 128 118
Rank change year-on-year -37 -10 +13
Permanent jobs citing NoSQL 124 197 235
As % of all permanent IT jobs advertised in Yorkshire 1.81% 2.34% 2.38%
As % of the Database & Business Intelligence category 7.41% 8.97% 7.97%
Number of salaries quoted 113 172 196
Yorkshire median annual salary £55,000 £42,500 £50,000
Median salary % change year-on-year +29.41% -15.00% -
10th Percentile £36,500 £31,600 £32,500
90th Percentile £71,250 £68,000 £61,250
England median annual salary £60,000 £57,500 £56,250
% change year-on-year +4.35% +2.22% +2.27%

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 1,673 2,195 2,949
As % of all permanent IT jobs advertised in Yorkshire 24.40% 26.06% 29.83%
Number of salaries quoted 1,460 1,838 2,555
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,750 £27,500 £27,000
90th Percentile £63,750 £57,500 £60,000
England median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% +5.26%

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 14 November 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 14 November 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 -11 85 £52,500 +23.53% 26
South Yorkshire +2 21 £52,000 +15.56% 9
North Yorkshire -32 16 £55,000 +43.79% 5
East Yorkshire 0 2 £62,500 +31.58% 2
NoSQL
England

For the 6 months to 14 November 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 85 (68.55%) Agile Software Development
2 83 (66.94%) SQL
3 65 (52.42%) Java
4 61 (49.19%) Git (software)
5 46 (37.10%) TDD
6 45 (36.29%) JavaScript
7 44 (35.48%) AWS
7 44 (35.48%) Node.js
8 37 (29.84%) MongoDB
9 36 (29.03%) Software Engineering
10 34 (27.42%) PostgreSQL
10 34 (27.42%) Hadoop
10 34 (27.42%) Big Data
11 33 (26.61%) Python
12 32 (25.81%) Microservices
13 31 (25.00%) BDD
14 30 (24.19%) Spring
15 29 (23.39%) MySQL
15 29 (23.39%) Mentoring
16 28 (22.58%) Ansible
16 28 (22.58%) DevOps
17 26 (20.97%) Docker
17 26 (20.97%) Jenkins
17 26 (20.97%) Continuous Integration
18 25 (20.16%) Coaching
19 24 (19.35%) Apache Spark
20 23 (18.55%) Azure
20 23 (18.55%) C#
21 22 (17.74%) Spring Boot
22 21 (16.94%) Kubernetes

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 24 (19.35%) Apache Spark
2 16 (12.90%) Elasticsearch
3 15 (12.10%) nginx
4 3 (2.42%) Apache
5 2 (1.61%) Confluence
6 1 (0.81%) JBoss
6 1 (0.81%) Tomcat
6 1 (0.81%) WebLogic Portal
Cloud Services
1 44 (35.48%) AWS
2 23 (18.55%) Azure
3 10 (8.06%) GitHub
4 9 (7.26%) Amazon EMR
5 6 (4.84%) IBM Cloud
6 5 (4.03%) Amazon S3
6 5 (4.03%) GCP
7 4 (3.23%) AWS CloudFormation
7 4 (3.23%) Office 365
8 3 (2.42%) AWS Lambda
8 3 (2.42%) Serverless
9 2 (1.61%) Amazon Kinesis
9 2 (1.61%) Firebase
10 1 (0.81%) Amazon CloudWatch
10 1 (0.81%) Amazon EC2
10 1 (0.81%) Amazon ECS
10 1 (0.81%) AWS Step Functions
10 1 (0.81%) CloudFront
10 1 (0.81%) Power Platform
10 1 (0.81%) Virtual Private Cloud
Communications & Networking
1 2 (1.61%) HTTP
2 1 (0.81%) DHCP
2 1 (0.81%) DNS
2 1 (0.81%) FTP
2 1 (0.81%) Internet
2 1 (0.81%) IPsec
2 1 (0.81%) SSL
2 1 (0.81%) TCP/IP
2 1 (0.81%) VPN
Database & Business Intelligence
1 37 (29.84%) MongoDB
2 34 (27.42%) Big Data
2 34 (27.42%) Hadoop
2 34 (27.42%) PostgreSQL
3 29 (23.39%) MySQL
4 20 (16.13%) Apache Hive
5 17 (13.71%) Redis
6 15 (12.10%) Riak
7 13 (10.48%) SQL Server
8 12 (9.68%) Relational Database
9 9 (7.26%) Sqoop
10 8 (6.45%) Apache Cassandra
10 8 (6.45%) GIS
11 6 (4.84%) HBase
11 6 (4.84%) Impala
12 5 (4.03%) SQL Server 2016
13 4 (3.23%) Data Warehouse
14 3 (2.42%) Couchbase
14 3 (2.42%) PowerCenter
14 3 (2.42%) SQL Server Integration Services
Development Applications
1 61 (49.19%) Git (software)
2 26 (20.97%) Jenkins
3 19 (15.32%) GitLab
4 13 (10.48%) Subversion
5 12 (9.68%) Mercurial
6 10 (8.06%) JIRA
7 4 (3.23%) Atlassian Bamboo
8 1 (0.81%) JUnit
8 1 (0.81%) PHPUnit
8 1 (0.81%) Robot Framework
8 1 (0.81%) Travis CI
8 1 (0.81%) Visual Studio
General
1 10 (8.06%) Marketing
1 10 (8.06%) Public Sector
2 8 (6.45%) Finance
3 4 (3.23%) Advertising
4 2 (1.61%) Music Industry
5 1 (0.81%) Banking
5 1 (0.81%) Games
Job Titles
1 58 (46.77%) Developer
2 27 (21.77%) Software Engineer
3 23 (18.55%) Java Developer
4 18 (14.52%) DevOps Engineer
5 17 (13.71%) Data Engineer
6 11 (8.87%) Architect
6 11 (8.87%) Python Developer
6 11 (8.87%) Software Developer
7 10 (8.06%) Big Data Engineer
7 10 (8.06%) Senior Software Engineer
8 9 (7.26%) Java Software Developer
9 8 (6.45%) .NET Developer
9 8 (6.45%) Java Engineer
9 8 (6.45%) Senior Data Engineer
10 6 (4.84%) Big Data Architect
10 6 (4.84%) Data Architect
10 6 (4.84%) IoT Architect
11 5 (4.03%) DevOps Developer
11 5 (4.03%) Python Engineer
11 5 (4.03%) Senior Developer
Libraries, Frameworks & Software Standards
1 44 (35.48%) Node.js
2 30 (24.19%) Spring
3 22 (17.74%) Spring Boot
4 19 (15.32%) .NET
5 17 (13.71%) RESTful
6 16 (12.90%) CSS
7 15 (12.10%) HTML
8 14 (11.29%) Web Services
9 13 (10.48%) RabbitMQ
9 13 (10.48%) Spring Batch
10 12 (9.68%) AngularJS
10 12 (9.68%) Kafka
11 10 (8.06%) Spring Security
12 9 (7.26%) .NET Core
12 9 (7.26%) REST
13 8 (6.45%) ASP.NET
13 8 (6.45%) ASP.NET MVC
13 8 (6.45%) ASP.NET Web API
14 7 (5.65%) Hibernate
14 7 (5.65%) React
Miscellaneous
1 6 (4.84%) Cloud Native
1 6 (4.84%) User Experience
2 5 (4.03%) Greenfield Project
2 5 (4.03%) Public Cloud
3 4 (3.23%) Analytical Skills
4 3 (2.42%) Management Information System
4 3 (2.42%) Mobile App
5 2 (1.61%) Algorithms
5 2 (1.61%) Data Structures
5 2 (1.61%) PMI
5 2 (1.61%) Tandem
6 1 (0.81%) Data Centre
6 1 (0.81%) e-Learning
6 1 (0.81%) Hybrid Cloud
6 1 (0.81%) Mobile Banking
6 1 (0.81%) Self-Motivation
Operating Systems
1 21 (16.94%) Linux
2 18 (14.52%) Unix
3 5 (4.03%) Apple iOS
4 4 (3.23%) CentOS
4 4 (3.23%) Mac OS X
4 4 (3.23%) Red Hat Enterprise Linux
5 3 (2.42%) Windows
6 2 (1.61%) Android
7 1 (0.81%) Windows Server
Processes & Methodologies
1 85 (68.55%) Agile Software Development
2 46 (37.10%) TDD
3 36 (29.03%) Software Engineering
4 32 (25.81%) Microservices
5 31 (25.00%) BDD
6 29 (23.39%) Mentoring
7 28 (22.58%) DevOps
8 26 (20.97%) Continuous Integration
9 25 (20.16%) Coaching
10 19 (15.32%) Open Source
11 16 (12.90%) Machine Learning
11 16 (12.90%) Problem-Solving
12 15 (12.10%) Analytics
12 15 (12.10%) Data Engineering
12 15 (12.10%) MVC
12 15 (12.10%) Test Automation
13 14 (11.29%) ETL
14 11 (8.87%) OO
14 11 (8.87%) SDLC
14 11 (8.87%) Technical Leadership
Programming Languages
1 83 (66.94%) SQL
2 65 (52.42%) Java
3 45 (36.29%) JavaScript
4 33 (26.61%) Python
5 23 (18.55%) C#
6 17 (13.71%) Scala
7 10 (8.06%) Ruby
8 6 (4.84%) PHP
9 5 (4.03%) Java 8
10 3 (2.42%) C++
10 3 (2.42%) PL/SQL
11 2 (1.61%) Apple Swift
11 2 (1.61%) Kotlin
11 2 (1.61%) Objective-C
11 2 (1.61%) PowerShell
12 1 (0.81%) C
12 1 (0.81%) F#
12 1 (0.81%) Go
12 1 (0.81%) PHP 7
12 1 (0.81%) T-SQL
Qualifications
1 6 (4.84%) Degree
2 3 (2.42%) SANS
3 2 (1.61%) PMI Certification
4 1 (0.81%) AWS Certification
4 1 (0.81%) BPSS Clearance
4 1 (0.81%) Security Cleared
Quality Assurance & Compliance
1 2 (1.61%) QA
1 2 (1.61%) SLA
2 1 (0.81%) Data Quality
System Software
1 26 (20.97%) Docker
2 12 (9.68%) HDFS
3 6 (4.84%) Apache Flume
4 1 (0.81%) Active Directory
4 1 (0.81%) Virtual Machines
Systems Management
1 28 (22.58%) Ansible
2 21 (16.94%) Kubernetes
3 19 (15.32%) Puppet
4 15 (12.10%) Opscode Chef
5 7 (5.65%) Terraform
6 6 (4.84%) Oozie
7 4 (3.23%) Consul
7 4 (3.23%) Docker Swarm
7 4 (3.23%) Grafana
7 4 (3.23%) Graphite
7 4 (3.23%) Packer
7 4 (3.23%) Prometheus
8 2 (1.61%) Hadoop YARN
8 2 (1.61%) Mesos
Vendors
1 11 (8.87%) Microsoft
2 10 (8.06%) Cloudera
3 6 (4.84%) IBM
3 6 (4.84%) Oracle
4 3 (2.42%) Informatica
5 2 (1.61%) Zend
6 1 (0.81%) Atlassian
6 1 (0.81%) BEA
6 1 (0.81%) Google