Period
to 16 December 2018

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 16 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Midlands
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 120 83 157
Rank change year-on-year -37 +74 +27
Permanent jobs citing NoSQL 326 541 342
As % of all permanent IT jobs advertised in the Midlands 2.62% 3.54% 1.95%
As % of the Database & Business Intelligence category 9.60% 11.67% 6.80%
Number of salaries quoted 267 461 328
Midlands median annual salary £50,000 £42,500 £47,500
Median salary % change year-on-year +17.65% -10.53% +5.56%
10th Percentile £31,450 £31,250 £33,750
90th Percentile £72,500 £70,000 £71,250
England median annual salary £60,000 £55,000 £56,000
% change year-on-year +9.09% -1.79% +1.82%

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 3,395 4,637 5,031
As % of all permanent IT jobs advertised in the Midlands 27.26% 30.36% 28.63%
Number of salaries quoted 2,739 3,975 4,178
Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +2.56%
10th Percentile £27,000 £26,250 £25,000
90th Percentile £66,250 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

NoSQL
Job Vacancy Trend in the Midlands

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

Job vacancy trend for NoSQL in the Midlands

NoSQL
Salary Trend in the Midlands

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

Salary trend for NoSQL in the Midlands

NoSQL
Salary Histogram in the Midlands

The salary distribution of IT jobs citing NoSQL in the Midlands over the 6 months to 16 December 2018.

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 16 December 2018. 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 -11 231 £51,250 +20.59% 35
East Midlands -45 95 £45,000 +5.88% 32
NoSQL
England

For the 6 months to 16 December 2018, 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.

1 182 (55.83%) SQL
2 150 (46.01%) Agile Software Development
3 128 (39.26%) Java
4 125 (38.34%) JavaScript
5 115 (35.28%) SQL Server
6 98 (30.06%) Amazon AWS
7 97 (29.75%) C#
7 97 (29.75%) Linux
8 91 (27.91%) TDD
9 89 (27.30%) MongoDB
10 88 (26.99%) Python
11 81 (24.85%) Microsoft Azure
12 80 (24.54%) .NET
13 70 (21.47%) Microsoft
14 69 (21.17%) MVC
15 67 (20.55%) AngularJS
16 65 (19.94%) Microservices
17 64 (19.63%) Spring
18 63 (19.33%) CSS
19 62 (19.02%) MySQL
20 60 (18.40%) Node.js
21 59 (18.10%) HTML
22 58 (17.79%) Software Engineering
23 56 (17.18%) OO
23 56 (17.18%) DevOps
24 53 (16.26%) PostgreSQL
25 52 (15.95%) Degree
25 52 (15.95%) Jenkins
26 51 (15.64%) Big Data
26 51 (15.64%) Docker

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 35 (10.74%) Elasticsearch
2 27 (8.28%) Apache Spark
3 11 (3.37%) CMS
4 7 (2.15%) Apache
5 5 (1.53%) Tomcat
6 4 (1.23%) Adobe Experience Manager
6 4 (1.23%) Alfresco
6 4 (1.23%) Confluence
6 4 (1.23%) JBoss
6 4 (1.23%) Liferay
6 4 (1.23%) Oracle SOA Suite
7 2 (0.61%) Apache Airflow
7 2 (0.61%) WebLogic
8 1 (0.31%) IIS
8 1 (0.31%) Jetty
8 1 (0.31%) nginx
8 1 (0.31%) NServiceBus
8 1 (0.31%) Oracle Application Server
8 1 (0.31%) SAS
8 1 (0.31%) Sitecore CMS
Applications
1 3 (0.92%) Maya
2 1 (0.31%) ArchiCAD
2 1 (0.31%) AutoCAD
2 1 (0.31%) Chatbot
2 1 (0.31%) MicroStation
2 1 (0.31%) Revit
Business Applications
1 4 (1.23%) Dynamics CRM
Cloud Services
1 98 (30.06%) Amazon AWS
2 81 (24.85%) Microsoft Azure
3 22 (6.75%) IaaS
4 16 (4.91%) PaaS
5 14 (4.29%) SaaS
6 13 (3.99%) AWS CloudFormation
6 13 (3.99%) Cloud Computing
7 9 (2.76%) Google Cloud Platform
7 9 (2.76%) IBM Cloud
8 7 (2.15%) GitHub
9 6 (1.84%) npm
10 5 (1.53%) Amazon EC2
10 5 (1.53%) Amazon S3
10 5 (1.53%) Serverless
11 4 (1.23%) Amazon ELB
11 4 (1.23%) Amazon SQS
11 4 (1.23%) Route 53
11 4 (1.23%) Virtual Private Cloud
12 3 (0.92%) Slack
12 3 (0.92%) Trello
Communications & Networking
1 16 (4.91%) DNS
2 9 (2.76%) HTTP
3 6 (1.84%) Extranet
4 4 (1.23%) SAN
5 2 (0.61%) Firewall
6 1 (0.31%) AMQP
6 1 (0.31%) Internet
6 1 (0.31%) IPv4
6 1 (0.31%) IPv6
6 1 (0.31%) SSL
6 1 (0.31%) TCP/IP
Database & Business Intelligence
1 115 (35.28%) SQL Server
2 89 (27.30%) MongoDB
3 62 (19.02%) MySQL
4 53 (16.26%) PostgreSQL
5 51 (15.64%) Big Data
6 42 (12.88%) DB2
7 41 (12.58%) Amazon DynamoDB
8 39 (11.96%) Relational Database
9 34 (10.43%) Hadoop
10 23 (7.06%) Amazon RDS
10 23 (7.06%) Data Warehouse
11 19 (5.83%) Apache Cassandra
12 17 (5.21%) SQL Server 2016
13 15 (4.60%) SQL Server Integration Services
14 14 (4.29%) Hazelcast
14 14 (4.29%) Power BI
14 14 (4.29%) Redis
15 13 (3.99%) SQL Server Reporting Services
16 8 (2.45%) RDBMS
16 8 (2.45%) SQL Server 2008
Development Applications
1 52 (15.95%) Jenkins
2 50 (15.34%) Git (software)
3 16 (4.91%) Cucumber
3 16 (4.91%) JUnit
4 15 (4.60%) Atlassian Bamboo
5 12 (3.68%) Visual Studio Team System
6 11 (3.37%) JIRA
6 11 (3.37%) Selenium
6 11 (3.37%) Visual Studio
7 10 (3.07%) Mockito
7 10 (3.07%) Rational Rose
7 10 (3.07%) Team Foundation Server
8 9 (2.76%) Maven
8 9 (2.76%) NUnit
9 8 (2.45%) GitLab
9 8 (2.45%) JBehave
9 8 (2.45%) PHPUnit
9 8 (2.45%) TeamCity
10 7 (2.15%) Moq
11 6 (1.84%) ReSharper
General
1 40 (12.27%) Finance
2 20 (6.13%) Retail
3 16 (4.91%) Banking
4 9 (2.76%) Investment Banking
4 9 (2.76%) Marketing
5 6 (1.84%) Automotive
6 4 (1.23%) Advertising
6 4 (1.23%) French Language
6 4 (1.23%) Games
6 4 (1.23%) German Language
7 2 (0.61%) Digital Economy
7 2 (0.61%) Legal
8 1 (0.31%) Aerospace
8 1 (0.31%) Electronics
8 1 (0.31%) Financial Institution
8 1 (0.31%) Manufacturing
8 1 (0.31%) Retail Finance
Job Titles
1 167 (51.23%) Developer
2 69 (21.17%) Java Developer
3 50 (15.34%) Architect
4 44 (13.50%) .NET Developer
5 37 (11.35%) Senior Developer
6 30 (9.20%) DBA
7 22 (6.75%) Database Architect
8 21 (6.44%) Administrator
9 20 (6.13%) DevOps Engineer
10 17 (5.21%) JavaScript Developer
10 17 (5.21%) Software Engineer
11 16 (4.91%) Data Engineer
12 13 (3.99%) Big Data Developer
13 11 (3.37%) Big Data Engineer
13 11 (3.37%) Senior Support Engineer
13 11 (3.37%) Senior Technical Engineer
13 11 (3.37%) Senior Technical Support
13 11 (3.37%) Senior Technical Support Engineer
13 11 (3.37%) Social Media Developer
13 11 (3.37%) Technical Engineer
Libraries, Frameworks & Software Standards
1 80 (24.54%) .NET
2 67 (20.55%) AngularJS
3 64 (19.63%) Spring
4 63 (19.33%) CSS
5 60 (18.40%) Node.js
6 59 (18.10%) HTML
7 50 (15.34%) ASP.NET
8 47 (14.42%) ASP.NET Web API
9 46 (14.11%) React
10 45 (13.80%) ASP.NET MVC
11 44 (13.50%) RESTful
12 40 (12.27%) REST
13 39 (11.96%) Web Services
14 37 (11.35%) Twitter Bootstrap
15 36 (11.04%) KnockoutJS
16 33 (10.12%) JSON
17 32 (9.82%) .NET Core
18 30 (9.20%) WCF
19 26 (7.98%) Kafka
20 23 (7.06%) XML
Miscellaneous
1 46 (14.11%) Enterprise Software
2 22 (6.75%) User Experience
3 21 (6.44%) Greenfield Project
4 18 (5.52%) Analytical Skills
5 17 (5.21%) Social Media
6 16 (4.91%) Data Structures
7 14 (4.29%) BBC
8 12 (3.68%) Algorithms
9 10 (3.07%) NHS
9 10 (3.07%) Public Cloud
10 9 (2.76%) Self-Motivation
11 8 (2.45%) Fintech
11 8 (2.45%) Grid Computing
12 7 (2.15%) Driving Licence
13 6 (1.84%) Private Cloud
13 6 (1.84%) Smart Meter
14 5 (1.53%) Device Driver
14 5 (1.53%) PDA
15 3 (0.92%) Management Information System
15 3 (0.92%) Mobile App
Operating Systems
1 97 (29.75%) Linux
2 22 (6.75%) Windows
3 19 (5.83%) CentOS
4 18 (5.52%) Unix
5 14 (4.29%) Windows 10
5 14 (4.29%) Windows 7
5 14 (4.29%) Windows 8
5 14 (4.29%) Windows Server
6 6 (1.84%) Red Hat Enterprise Linux
7 2 (0.61%) Android
7 2 (0.61%) Apple iOS
8 1 (0.31%) AIX
8 1 (0.31%) Mac OS
Processes & Methodologies
1 150 (46.01%) Agile Software Development
2 91 (27.91%) TDD
3 69 (21.17%) MVC
4 65 (19.94%) Microservices
5 58 (17.79%) Software Engineering
6 56 (17.18%) DevOps
6 56 (17.18%) OO
7 51 (15.64%) Continuous Delivery
8 50 (15.34%) High Availability
9 49 (15.03%) Continuous Integration
10 46 (14.11%) Analytics
11 45 (13.80%) Scrum
12 44 (13.50%) Business Intelligence
13 41 (12.58%) Open Source
14 39 (11.96%) BDD
15 37 (11.35%) Test Automation
16 33 (10.12%) Problem-Solving
17 27 (8.28%) IT Strategy
17 27 (8.28%) Mathematics
17 27 (8.28%) Performance Metrics
Programming Languages
1 182 (55.83%) SQL
2 128 (39.26%) Java
3 125 (38.34%) JavaScript
4 97 (29.75%) C#
5 88 (26.99%) Python
6 48 (14.72%) Ruby
7 31 (9.51%) Java 8
8 30 (9.20%) PHP
8 30 (9.20%) Scala
9 18 (5.52%) Bash Shell
10 12 (3.68%) R
11 9 (2.76%) Groovy
11 9 (2.76%) T-SQL
12 8 (2.45%) MATLAB
13 7 (2.15%) PL/SQL
13 7 (2.15%) PowerShell
13 7 (2.15%) Shell Script
14 5 (1.53%) Go
15 4 (1.23%) VB
15 4 (1.23%) VB.NET
Qualifications
1 52 (15.95%) Degree
2 11 (3.37%) AWS Certification
3 5 (1.53%) PhD
3 5 (1.53%) RHCE
3 5 (1.53%) RHCSA
4 3 (0.92%) Computer Science Degree
4 3 (0.92%) ITIL Certification
4 3 (0.92%) Security Cleared
5 1 (0.31%) Master's Degree
5 1 (0.31%) MCSD
5 1 (0.31%) Microsoft Certification
5 1 (0.31%) SC Cleared
Quality Assurance & Compliance
1 12 (3.68%) ISO/IEC 27001
2 8 (2.45%) QA
3 7 (2.15%) Data Quality
4 5 (1.53%) GDPR
4 5 (1.53%) SLA
5 1 (0.31%) PCI DSS
System Software
1 51 (15.64%) Docker
2 10 (3.07%) VMware Infrastructure
3 6 (1.84%) Hyper-V
4 3 (0.92%) Active Directory
4 3 (0.92%) Apache Flume
5 2 (0.61%) KVM
5 2 (0.61%) pfSense
6 1 (0.31%) Oracle RAC
Systems Management
1 44 (13.50%) Puppet
2 32 (9.82%) Ansible
3 22 (6.75%) Kubernetes
4 15 (4.60%) Opscode Chef
4 15 (4.60%) Terraform
5 10 (3.07%) Docker Swarm
5 10 (3.07%) Opsview
6 9 (2.76%) Grafana
7 6 (1.84%) Consul
7 6 (1.84%) Graphite
7 6 (1.84%) Marathon
7 6 (1.84%) Packer
7 6 (1.84%) Prometheus
8 5 (1.53%) Oracle Enterprise Manager
9 4 (1.23%) Oozie
9 4 (1.23%) TeamSite
10 3 (0.92%) Kibana
10 3 (0.92%) logstash
11 1 (0.31%) Hadoop YARN
11 1 (0.31%) rkt
Vendors
1 70 (21.47%) Microsoft
2 37 (11.35%) Oracle
3 29 (8.90%) Google
4 20 (6.13%) Cloudera
5 14 (4.29%) Apple
5 14 (4.29%) Facebook
5 14 (4.29%) Sony
5 14 (4.29%) Tableau
5 14 (4.29%) Yahoo!
6 11 (3.37%) Xamarin
7 10 (3.07%) Red Hat
7 10 (3.07%) VMware
8 9 (2.76%) Informatica
9 7 (2.15%) MapR
9 7 (2.15%) Splunk
10 5 (1.53%) HP
11 4 (1.23%) Adobe
11 4 (1.23%) IBM
11 4 (1.23%) OpenText
11 4 (1.23%) SolarWinds