Period
to 27 January 2020

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 27 January 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
27 Jan 2020
Same period 2019 Same period 2018
Rank 116 117 113
Rank change year-on-year +1 -4 -6
Permanent jobs citing NoSQL 136 178 233
As % of all permanent IT jobs advertised in Yorkshire 2.24% 2.45% 2.40%
As % of the Database & Business Intelligence category 9.02% 9.50% 8.76%
Number of salaries quoted 121 156 192
Yorkshire median annual salary £54,671 £45,000 £50,000
Median salary % change year-on-year +21.49% -10.00% 0.00%
10th Percentile £37,500 £33,125 £33,750
90th Percentile £71,250 £71,561 £60,000
England median annual salary £62,203 £60,000 £55,000
% change year-on-year +3.67% +9.09% -4.35%

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 1,507 1,873 2,660
As % of all permanent IT jobs advertised in Yorkshire 24.82% 25.78% 27.44%
Number of salaries quoted 1,283 1,595 2,317
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,000 £27,500
90th Percentile £64,750 £57,500 £58,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +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 27 January 2020.

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 27 January 2020. 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 +5 93 £52,500 +6.41% 26
South Yorkshire -3 21 £43,001 -4.44% 9
North Yorkshire +19 20 £55,000 +37.50% 3
East Yorkshire +19 2 £62,500 +38.89% 1
NoSQL
England

For the 6 months to 27 January 2020, 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 83 (61.03%) SQL
2 80 (58.82%) Agile Software Development
3 66 (48.53%) Java
3 66 (48.53%) Git (software)
4 61 (44.85%) AWS
5 56 (41.18%) Node.js
5 56 (41.18%) JavaScript
6 45 (33.09%) TDD
7 42 (30.88%) Software Engineering
8 40 (29.41%) BDD
9 36 (26.47%) Big Data
10 34 (25.00%) PostgreSQL
10 34 (25.00%) Python
11 33 (24.26%) MongoDB
12 32 (23.53%) Ansible
12 32 (23.53%) Docker
12 32 (23.53%) MySQL
13 31 (22.79%) Hadoop
14 30 (22.06%) Continuous Integration
15 27 (19.85%) Azure
15 27 (19.85%) Test Automation
15 27 (19.85%) Microservices
15 27 (19.85%) DevOps
16 26 (19.12%) Jenkins
16 26 (19.12%) RESTful
16 26 (19.12%) HTML
16 26 (19.12%) CSS
17 25 (18.38%) Unix
17 25 (18.38%) Redis
17 25 (18.38%) Mentoring

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 22 (16.18%) Elasticsearch
2 21 (15.44%) Apache Spark
3 18 (13.24%) nginx
4 2 (1.47%) Apache
4 2 (1.47%) Confluence
5 1 (0.74%) OpenStack
5 1 (0.74%) Tomcat
Applications
1 5 (3.68%) Photoshop
Cloud Services
1 61 (44.85%) AWS
2 27 (19.85%) Azure
3 12 (8.82%) Amazon EMR
4 10 (7.35%) AWS IoT
5 8 (5.88%) Amazon S3
5 8 (5.88%) GitHub
6 7 (5.15%) Firebase
6 7 (5.15%) IBM Cloud
6 7 (5.15%) Serverless
7 5 (3.68%) GCP
8 4 (2.94%) AWS CloudFormation
8 4 (2.94%) Office 365
9 3 (2.21%) Amazon Kinesis
10 2 (1.47%) AWS Lambda
11 1 (0.74%) Amazon CloudWatch
11 1 (0.74%) Amazon EC2
11 1 (0.74%) Amazon ECS
11 1 (0.74%) AWS Step Functions
11 1 (0.74%) Slack
11 1 (0.74%) Virtual Private Cloud
Communications & Networking
1 10 (7.35%) RFID
2 1 (0.74%) DHCP
2 1 (0.74%) DNS
2 1 (0.74%) FTP
2 1 (0.74%) HTTP
2 1 (0.74%) IPsec
2 1 (0.74%) SSL
2 1 (0.74%) TCP/IP
2 1 (0.74%) VPN
Database & Business Intelligence
1 36 (26.47%) Big Data
2 34 (25.00%) PostgreSQL
3 33 (24.26%) MongoDB
4 32 (23.53%) MySQL
5 31 (22.79%) Hadoop
6 25 (18.38%) Redis
7 18 (13.24%) Apache Hive
8 16 (11.76%) Riak
9 11 (8.09%) Relational Database
10 10 (7.35%) SQL Server
11 9 (6.62%) Impala
12 8 (5.88%) GIS
13 5 (3.68%) SQL Server 2016
14 4 (2.94%) Electronic Patient Records
15 3 (2.21%) Apache Cassandra
15 3 (2.21%) Data Warehouse
15 3 (2.21%) HBase
15 3 (2.21%) PowerCenter
15 3 (2.21%) Sqoop
16 2 (1.47%) Amazon DynamoDB
Development Applications
1 66 (48.53%) Git (software)
2 26 (19.12%) Jenkins
3 15 (11.03%) GitLab
4 13 (9.56%) JIRA
5 10 (7.35%) Mercurial
5 10 (7.35%) Subversion
6 5 (3.68%) Bitbucket
7 3 (2.21%) Atlassian Bamboo
8 2 (1.47%) Postman
9 1 (0.74%) JUnit
9 1 (0.74%) Robot Framework
9 1 (0.74%) Travis CI
General
1 17 (12.50%) Marketing
2 13 (9.56%) Finance
3 10 (7.35%) Public Sector
4 5 (3.68%) Financial Institution
5 4 (2.94%) Advertising
6 2 (1.47%) Music Industry
7 1 (0.74%) Banking
7 1 (0.74%) Games
Job Titles
1 56 (41.18%) Developer
2 31 (22.79%) Software Engineer
3 25 (18.38%) Java Developer
4 18 (13.24%) DevOps Engineer
5 17 (12.50%) Data Engineer
6 13 (9.56%) Python Engineer
7 12 (8.82%) Software Developer
8 11 (8.09%) Java Software Developer
8 11 (8.09%) Senior Developer
8 11 (8.09%) Senior Java Developer
8 11 (8.09%) Senior Software Engineer
9 10 (7.35%) Architect
9 10 (7.35%) Python Software Engineer
10 9 (6.62%) Python Developer
11 8 (5.88%) .NET Developer
11 8 (5.88%) Big Data Architect
11 8 (5.88%) Data Architect
11 8 (5.88%) Senior Data Engineer
12 7 (5.15%) Big Data Engineer
12 7 (5.15%) IoT Architect
Libraries, Frameworks & Software Standards
1 56 (41.18%) Node.js
2 26 (19.12%) CSS
2 26 (19.12%) HTML
2 26 (19.12%) RESTful
3 23 (16.91%) Spring
4 17 (12.50%) RabbitMQ
5 16 (11.76%) .NET
6 15 (11.03%) Spring Boot
7 11 (8.09%) REST
7 11 (8.09%) Spring Batch
8 9 (6.62%) ASP.NET
8 9 (6.62%) Web Services
9 8 (5.88%) .NET Core
9 8 (5.88%) AngularJS
9 8 (5.88%) ASP.NET MVC
9 8 (5.88%) ASP.NET Web API
9 8 (5.88%) Hibernate
9 8 (5.88%) Spring Security
10 7 (5.15%) React Native
11 6 (4.41%) Kafka
Miscellaneous
1 10 (7.35%) Linux Command Line
2 7 (5.15%) Cloud Native
2 7 (5.15%) Mobile App
3 6 (4.41%) Greenfield Project
4 5 (3.68%) Public Cloud
5 4 (2.94%) Analytical Skills
5 4 (2.94%) User Experience
6 3 (2.21%) Management Information System
7 2 (1.47%) PMI
7 2 (1.47%) Tandem
8 1 (0.74%) Algorithms
8 1 (0.74%) Data Centre
8 1 (0.74%) Data Structures
8 1 (0.74%) e-Learning
8 1 (0.74%) Hybrid Cloud
8 1 (0.74%) Mobile Banking
Operating Systems
1 25 (18.38%) Unix
2 24 (17.65%) Linux
3 17 (12.50%) Android
4 10 (7.35%) Apple iOS
5 7 (5.15%) Mac OS X
6 3 (2.21%) CentOS
6 3 (2.21%) Red Hat Enterprise Linux
6 3 (2.21%) Windows
7 1 (0.74%) Amazon Linux
7 1 (0.74%) Ubuntu
7 1 (0.74%) Windows Server
Processes & Methodologies
1 80 (58.82%) Agile Software Development
2 45 (33.09%) TDD
3 42 (30.88%) Software Engineering
4 40 (29.41%) BDD
5 30 (22.06%) Continuous Integration
6 27 (19.85%) DevOps
6 27 (19.85%) Microservices
6 27 (19.85%) Test Automation
7 25 (18.38%) Mentoring
8 23 (16.91%) Coaching
9 21 (15.44%) Problem-Solving
10 20 (14.71%) Analytics
11 19 (13.97%) Open Source
12 17 (12.50%) Android Development
12 17 (12.50%) Artificial Intelligence
12 17 (12.50%) MVC
12 17 (12.50%) OO
13 14 (10.29%) Digital Transformation Programme
13 14 (10.29%) SDLC
14 12 (8.82%) Data Engineering
Programming Languages
1 83 (61.03%) SQL
2 66 (48.53%) Java
3 56 (41.18%) JavaScript
4 34 (25.00%) Python
5 16 (11.76%) C#
6 14 (10.29%) Scala
7 8 (5.88%) Ruby
8 7 (5.15%) Apple Swift
8 7 (5.15%) Objective-C
9 5 (3.68%) PHP
10 2 (1.47%) C++
10 2 (1.47%) Go
10 2 (1.47%) Java 8
10 2 (1.47%) Kotlin
11 1 (0.74%) Bash Shell
11 1 (0.74%) C
11 1 (0.74%) F#
11 1 (0.74%) Perl
11 1 (0.74%) PL/SQL
11 1 (0.74%) R
Qualifications
1 7 (5.15%) Degree
2 2 (1.47%) PMI Certification
3 1 (0.74%) AWS Certification
3 1 (0.74%) BPSS Clearance
3 1 (0.74%) SANS
3 1 (0.74%) Security Cleared
Quality Assurance & Compliance
1 2 (1.47%) SLA
2 1 (0.74%) Data Quality
2 1 (0.74%) QA
System Software
1 32 (23.53%) Docker
2 10 (7.35%) HDFS
3 1 (0.74%) Active Directory
3 1 (0.74%) Virtual Machines
Systems Management
1 32 (23.53%) Ansible
2 23 (16.91%) Puppet
3 20 (14.71%) Opscode Chef
4 19 (13.97%) Kubernetes
5 7 (5.15%) Terraform
6 3 (2.21%) Consul
6 3 (2.21%) Docker Swarm
6 3 (2.21%) Grafana
6 3 (2.21%) Graphite
6 3 (2.21%) Hadoop YARN
6 3 (2.21%) Packer
6 3 (2.21%) Prometheus
7 2 (1.47%) Mesos
Vendors
1 12 (8.82%) Microsoft
2 7 (5.15%) Cloudera
2 7 (5.15%) IBM
3 3 (2.21%) Informatica
4 2 (1.47%) Zend
5 1 (0.74%) Google
5 1 (0.74%) Oracle
5 1 (0.74%) Tableau