Period
to 17 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 17 October 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > Midlands
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 146 102 206
Rank change year-on-year -44 +104 -101
Permanent jobs citing NoSQL 219 111 132
As % of all permanent jobs advertised in the Midlands 2.09% 2.83% 1.17%
As % of the Database & Business Intelligence category 8.49% 8.57% 4.38%
Number of salaries quoted 148 78 111
10th Percentile £34,625 £32,850 £35,000
25th Percentile £38,250 £42,500 £40,625
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £70,000 £70,000 £58,125
90th Percentile £77,500 £75,750 £70,000
England median annual salary £65,000 £60,000 £62,138
% change year-on-year +8.33% -3.44% +8.07%

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 the Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2,578 1,295 3,011
As % of all permanent IT jobs advertised in the Midlands 24.55% 33.00% 26.72%
Number of salaries quoted 1,972 1,073 2,623
10th Percentile £31,000 £31,000 £27,250
25th Percentile £36,250 £35,000 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% -
75th Percentile £60,000 £57,000 £52,500
90th Percentile £70,000 £65,950 £63,750
England median annual salary £58,500 £55,000 £52,500
% change year-on-year +6.36% +4.76% +5.00%

NoSQL
Job Vacancy Trend in the Midlands

Job postings citing NoSQL as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for NoSQL in the Midlands

NoSQL
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing NoSQL in the Midlands.

Salary trend for NoSQL in the Midlands

NoSQL
Salary Histogram in the Midlands

Salary distribution for jobs citing NoSQL in the Midlands over the 6 months to 17 October 2021.

Salary histogram for NoSQL in the Midlands

NoSQL
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Midlands region over the 6 months to 17 October 2021. 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 Midlands -31 179 £55,000 +4.76% 19
East Midlands -68 40 £57,500 -17.86% 20
NoSQL
England

For the 6 months to 17 October 2021, 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 Midlands region with a requirement for NoSQL.

1 150 (68.49%) SQL
2 149 (68.04%) Agile Software Development
3 121 (55.25%) Azure
4 106 (48.40%) AWS
5 104 (47.49%) Scrum
6 101 (46.12%) Microservices
7 99 (45.21%) DevOps
8 88 (40.18%) C#
8 88 (40.18%) .NET
9 80 (36.53%) TDD
10 74 (33.79%) RESTful
11 66 (30.14%) Java
12 63 (28.77%) Software Engineering
13 59 (26.94%) Docker
14 56 (25.57%) .NET Core
14 56 (25.57%) Python
15 50 (22.83%) JavaScript
15 50 (22.83%) Linux
16 49 (22.37%) PHP
16 49 (22.37%) MVC
17 48 (21.92%) React
18 46 (21.00%) API Design
19 45 (20.55%) Kubernetes
20 42 (19.18%) Self-Motivation
21 41 (18.72%) MySQL
21 41 (18.72%) SQL Server
21 41 (18.72%) Social Skills
22 40 (18.26%) MongoDB
23 39 (17.81%) GCP
24 38 (17.35%) Microsoft

NoSQL
Co-occurring IT Skills in the Midlands 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 26 (11.87%) Apache
2 19 (8.68%) Apache Spark
3 15 (6.85%) Elasticsearch
4 11 (5.02%) Apache Solr
5 10 (4.57%) Confluence
6 8 (3.65%) nginx
7 7 (3.20%) CMS
7 7 (3.20%) OpenStack
7 7 (3.20%) Oracle SOA Suite
8 4 (1.83%) Apache Airflow
8 4 (1.83%) IIS
8 4 (1.83%) Luigi
8 4 (1.83%) WordPress
9 1 (0.46%) Adobe Experience Manager
9 1 (0.46%) Apache Synapse
9 1 (0.46%) GlassFish
9 1 (0.46%) JBoss
9 1 (0.46%) Tomcat
9 1 (0.46%) WebSphere
Applications
1 9 (4.11%) MS Visio
2 1 (0.46%) Microsoft Excel
Business Applications
1 6 (2.74%) Oracle BPM
2 2 (0.91%) Dynamics CRM
3 1 (0.46%) Adobe Campaign
3 1 (0.46%) IBM Operational Decision Manager
3 1 (0.46%) Maximo
3 1 (0.46%) Workfront
Cloud Services
1 121 (55.25%) Azure
2 106 (48.40%) AWS
3 39 (17.81%) GCP
4 25 (11.42%) Azure Cosmos DB
5 24 (10.96%) GitHub
5 24 (10.96%) SaaS
6 21 (9.59%) Serverless
7 17 (7.76%) Amazon CloudWatch
8 14 (6.39%) AWS Lambda
9 12 (5.48%) IaaS
9 12 (5.48%) PaaS
10 11 (5.02%) Amazon S3
11 10 (4.57%) Cloud Computing
12 9 (4.11%) OpenShift
13 8 (3.65%) Azure Data Factory
14 7 (3.20%) Amazon EKS
14 7 (3.20%) AWS CloudFormation
14 7 (3.20%) AWS CodeCommit
14 7 (3.20%) Azure Pipelines
14 7 (3.20%) Azure Synapse Analytics
Communications & Networking
1 8 (3.65%) HTTP
2 7 (3.20%) Firewall
2 7 (3.20%) IPv4
2 7 (3.20%) LAN
2 7 (3.20%) WAN
3 6 (2.74%) DNS
3 6 (2.74%) Internet
3 6 (2.74%) SMTP
3 6 (2.74%) TCP/IP
4 4 (1.83%) ASN.1
4 4 (1.83%) MQTT
5 2 (0.91%) AMQP
5 2 (0.91%) Network Security
6 1 (0.46%) SAN
Database & Business Intelligence
1 41 (18.72%) MySQL
1 41 (18.72%) SQL Server
2 40 (18.26%) MongoDB
3 30 (13.70%) PostgreSQL
4 28 (12.79%) Relational Database
5 24 (10.96%) Hadoop
6 20 (9.13%) Big Data
7 15 (6.85%) Amazon Redshift
8 14 (6.39%) Amazon DynamoDB
8 14 (6.39%) Data Warehouse
9 13 (5.94%) Redis
9 13 (5.94%) SQL Server Integration Services
10 10 (4.57%) Apache Cassandra
11 9 (4.11%) Data Lake
12 8 (3.65%) Data Mining
13 7 (3.20%) Hazelcast
13 7 (3.20%) RDBMS
14 6 (2.74%) Couchbase
14 6 (2.74%) SQL Server Reporting Services
15 5 (2.28%) HBase
Development Applications
1 37 (16.89%) Git (software)
2 29 (13.24%) GitLab
3 18 (8.22%) Jenkins
4 15 (6.85%) Bitbucket
5 14 (6.39%) JIRA
6 12 (5.48%) Visual Studio
7 9 (4.11%) JUnit
8 8 (3.65%) ERwin
9 7 (3.20%) Vagrant
10 6 (2.74%) Atlassian Bamboo
11 4 (1.83%) Selenium
12 3 (1.37%) PHPUnit
12 3 (1.37%) SQL Server Management Studio (SSMS)
12 3 (1.37%) TeamCity
13 2 (0.91%) Cucumber
13 2 (0.91%) Eclipse
13 2 (0.91%) Gatling
13 2 (0.91%) JMeter
13 2 (0.91%) Octopus Deploy
13 2 (0.91%) Postman
General
1 41 (18.72%) Social Skills
2 19 (8.68%) Finance
3 16 (7.31%) Analytical Skills
4 8 (3.65%) Inclusion and Diversity
5 7 (3.20%) Marketing
6 5 (2.28%) Banking
7 4 (1.83%) Law
8 3 (1.37%) Games
8 3 (1.37%) Retail
9 1 (0.46%) Advertising
9 1 (0.46%) Investment Banking
9 1 (0.46%) Legal
9 1 (0.46%) Multimedia
9 1 (0.46%) Organisational Skills
9 1 (0.46%) Presentation Skills
9 1 (0.46%) Public Sector
9 1 (0.46%) Public Speaking
Job Titles
1 84 (38.36%) Developer
2 28 (12.79%) PHP Developer
3 27 (12.33%) Software Engineer
4 26 (11.87%) Data Engineer
4 26 (11.87%) Java Developer
5 22 (10.05%) Full Stack Developer
6 20 (9.13%) Software Developer
7 15 (6.85%) React Developer
8 13 (5.94%) Senior Developer
9 11 (5.02%) Architect
9 11 (5.02%) Junior
9 11 (5.02%) Lead Developer
10 10 (4.57%) Junior Software Engineer
10 10 (4.57%) Senior Data Engineer
11 9 (4.11%) Cloud Engineer
11 9 (4.11%) DBA
12 8 (3.65%) .NET Software Engineer
12 8 (3.65%) Administrator
12 8 (3.65%) Data Architect
12 8 (3.65%) Solutions Architect
Libraries, Frameworks & Software Standards
1 88 (40.18%) .NET
2 74 (33.79%) RESTful
3 56 (25.57%) .NET Core
4 48 (21.92%) React
5 35 (15.98%) Web Services
6 31 (14.16%) AngularJS
6 31 (14.16%) Kafka
7 22 (10.05%) JSON
7 22 (10.05%) Spring
8 21 (9.59%) REST
9 20 (9.13%) XML
10 19 (8.68%) HTML
11 16 (7.31%) RabbitMQ
12 15 (6.85%) CodeIgniter
13 14 (6.39%) Node.js
14 13 (5.94%) ASP.NET
15 12 (5.48%) CSS
16 10 (4.57%) .NET Framework
16 10 (4.57%) Hibernate
17 9 (4.11%) HTML5
Miscellaneous
1 42 (19.18%) Self-Motivation
2 22 (10.05%) Data Structures
3 21 (9.59%) Algorithms
4 14 (6.39%) Public Cloud
5 10 (4.57%) Driving Licence
6 9 (4.11%) Cloud Native
6 9 (4.11%) Data Centre
7 8 (3.65%) Clustering
7 8 (3.65%) Enterprise Software
8 4 (1.83%) Mobile App
9 3 (1.37%) Greenfield Project
9 3 (1.37%) Legacy Systems
9 3 (1.37%) Tandem
9 3 (1.37%) Virtual Team
10 2 (0.91%) Legacy Applications
10 2 (0.91%) Private Cloud
10 2 (0.91%) User Experience
11 1 (0.46%) Digital Media
11 1 (0.46%) Mobile Payment
11 1 (0.46%) Social Media
Operating Systems
1 50 (22.83%) Linux
2 28 (12.79%) Windows
3 26 (11.87%) Unix
4 8 (3.65%) Solaris
5 4 (1.83%) Android
5 4 (1.83%) Apple iOS
6 2 (0.91%) CentOS
6 2 (0.91%) Mac OS
6 2 (0.91%) Ubuntu
6 2 (0.91%) Windows Server
7 1 (0.46%) Debian
7 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 149 (68.04%) Agile Software Development
2 104 (47.49%) Scrum
3 101 (46.12%) Microservices
4 99 (45.21%) DevOps
5 80 (36.53%) TDD
6 63 (28.77%) Software Engineering
7 49 (22.37%) MVC
8 46 (21.00%) API Design
9 33 (15.07%) Analytics
10 31 (14.16%) Problem-Solving
11 28 (12.79%) Full Stack Development
12 23 (10.50%) Computer Science
13 22 (10.05%) Data Modelling
14 20 (9.13%) BDD
14 20 (9.13%) Business Intelligence
14 20 (9.13%) ETL
14 20 (9.13%) OOP
15 19 (8.68%) SOA
15 19 (8.68%) Visualisation
16 18 (8.22%) Continuous Integration
Programming Languages
1 150 (68.49%) SQL
2 88 (40.18%) C#
3 66 (30.14%) Java
4 56 (25.57%) Python
5 50 (22.83%) JavaScript
6 49 (22.37%) PHP
7 24 (10.96%) C++
8 14 (6.39%) PowerShell
9 13 (5.94%) C
10 10 (4.57%) Bash Shell
11 8 (3.65%) PHP 7
11 8 (3.65%) Ruby
11 8 (3.65%) T-SQL
12 7 (3.20%) Go
12 7 (3.20%) Perl
12 7 (3.20%) TypeScript
12 7 (3.20%) VB
12 7 (3.20%) VB.NET
13 6 (2.74%) Groovy
13 6 (2.74%) Java 8
Qualifications
1 23 (10.50%) Degree
2 7 (3.20%) SC Cleared
2 7 (3.20%) Security Cleared
3 5 (2.28%) Computer Science Degree
3 5 (2.28%) Master's Degree
4 1 (0.46%) AWS Certification
Quality Assurance & Compliance
1 36 (16.44%) QA
2 9 (4.11%) Accessibility
3 6 (2.74%) Data Quality
4 5 (2.28%) GDPR
4 5 (2.28%) PCI DSS
5 2 (0.91%) PSD2
6 1 (0.46%) PMO
System Software
1 59 (26.94%) Docker
2 3 (1.37%) VMware Infrastructure
2 3 (1.37%) VMware NSX
Systems Management
1 45 (20.55%) Kubernetes
2 24 (10.96%) Terraform
3 10 (4.57%) Opscode Chef
4 9 (4.11%) Ansible
5 8 (3.65%) Puppet
6 7 (3.20%) SCCM
7 6 (2.74%) Prometheus
7 6 (2.74%) Single Sign-On
8 4 (1.83%) Grafana
9 2 (0.91%) Opsgenie
10 1 (0.46%) Consul
10 1 (0.46%) Docker Swarm
10 1 (0.46%) Graphite
10 1 (0.46%) Oracle Enterprise Manager
10 1 (0.46%) Packer
10 1 (0.46%) Zipkin
Vendors
1 38 (17.35%) Microsoft
2 22 (10.05%) Oracle
3 20 (9.13%) Google
4 10 (4.57%) Databricks
4 10 (4.57%) Rackspace
5 9 (4.11%) Atlassian
6 8 (3.65%) IBM
7 7 (3.20%) Alibaba
8 6 (2.74%) Cisco
8 6 (2.74%) New Relic
9 4 (1.83%) VMware
10 3 (1.37%) Okta
11 2 (0.91%) Adobe
11 2 (0.91%) CyberSource
11 2 (0.91%) JDA
11 2 (0.91%) Meraki
11 2 (0.91%) Red Hat
11 2 (0.91%) Salesforce Marketing Cloud
11 2 (0.91%) Salesforce.com
11 2 (0.91%) SaltStack