Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Midlands
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 107 70 185
Rank change year-on-year -37 +115 0
Permanent jobs citing NoSQL 370 575 300
As % of all permanent IT jobs advertised in the Midlands 2.74% 3.85% 1.63%
As % of the Database & Business Intelligence category 9.73% 12.60% 5.84%
Number of salaries quoted 305 565 286
Midlands median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +11.76%
10th Percentile £35,000 £31,250 £33,750
90th Percentile £72,500 £65,000 £75,000
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +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 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 3,804 4,564 5,139
As % of all permanent IT jobs advertised in the Midlands 28.13% 30.57% 27.87%
Number of salaries quoted 3,164 3,967 4,218
Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £23,675
90th Percentile £65,000 £60,000 £58,750
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 24 September 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 24 September 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 -28 253 £52,500 +10.53% 47
East Midlands -44 123 £50,000 +11.11% 37
NoSQL
England

For the 6 months to 24 September 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.

1 223 (60.27%) Agile Software Development
2 193 (52.16%) SQL
3 182 (49.19%) JavaScript
4 168 (45.41%) Java
5 140 (37.84%) SQL Server
6 132 (35.68%) C#
7 128 (34.59%) TDD
8 120 (32.43%) .NET
9 104 (28.11%) MVC
10 95 (25.68%) MongoDB
11 94 (25.41%) Spring
12 86 (23.24%) AngularJS
12 86 (23.24%) Amazon AWS
13 83 (22.43%) Microservices
14 82 (22.16%) Microsoft Azure
15 80 (21.62%) Software Engineering
16 78 (21.08%) BDD
17 74 (20.00%) RESTful
17 74 (20.00%) Linux
18 73 (19.73%) Microsoft
19 72 (19.46%) MySQL
20 71 (19.19%) Python
20 71 (19.19%) Node.js
21 66 (17.84%) HTML
22 65 (17.57%) Git (software)
22 65 (17.57%) Degree
23 61 (16.49%) ASP.NET
23 61 (16.49%) React
24 59 (15.95%) Scrum
25 58 (15.68%) Web Services

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 27 (7.30%) Elasticsearch
2 26 (7.03%) Apache Spark
3 21 (5.68%) Tomcat
4 13 (3.51%) CMS
5 7 (1.89%) Apache
5 7 (1.89%) JBoss
6 5 (1.35%) Adobe Experience Manager
6 5 (1.35%) Alfresco
6 5 (1.35%) Liferay
7 4 (1.08%) Confluence
7 4 (1.08%) SharePoint
8 3 (0.81%) Apache Airflow
8 3 (0.81%) WebLogic
9 2 (0.54%) BizTalk Server
9 2 (0.54%) Jetty
9 2 (0.54%) MS Exchange
10 1 (0.27%) Apache Solr
10 1 (0.27%) IIS
10 1 (0.27%) nginx
10 1 (0.27%) Sitecore CMS
Applications
1 3 (0.81%) Maya
2 2 (0.54%) Adobe Creative Suite
2 2 (0.54%) Photoshop
Business Applications
1 6 (1.62%) Dynamics CRM
2 1 (0.27%) Payment Gateway
Cloud Services
1 86 (23.24%) Amazon AWS
2 82 (22.16%) Microsoft Azure
3 20 (5.41%) IaaS
4 19 (5.14%) SaaS
5 18 (4.86%) PaaS
6 17 (4.59%) Cloud Computing
7 12 (3.24%) AWS CloudFormation
8 11 (2.97%) Google Cloud Platform
8 11 (2.97%) IBM Cloud
9 6 (1.62%) Serverless
10 5 (1.35%) Amazon EC2
10 5 (1.35%) Amazon S3
10 5 (1.35%) GitHub
11 4 (1.08%) Amazon ELB
11 4 (1.08%) Amazon SQS
11 4 (1.08%) Office 365
11 4 (1.08%) Route 53
11 4 (1.08%) Virtual Private Cloud
12 2 (0.54%) Amazon EMR
12 2 (0.54%) Google Analytics
Communications & Networking
1 13 (3.51%) DNS
2 9 (2.43%) HTTP
3 8 (2.16%) Extranet
4 4 (1.08%) Internet
4 4 (1.08%) SAN
5 3 (0.81%) TCP/IP
6 2 (0.54%) DHCP
6 2 (0.54%) Intranet
6 2 (0.54%) IPsec
6 2 (0.54%) MPLS
6 2 (0.54%) SSL
6 2 (0.54%) VPN
7 1 (0.27%) AMQP
7 1 (0.27%) Modbus
Database & Business Intelligence
1 140 (37.84%) SQL Server
2 95 (25.68%) MongoDB
3 72 (19.46%) MySQL
4 56 (15.14%) PostgreSQL
5 53 (14.32%) Big Data
6 52 (14.05%) Relational Database
7 43 (11.62%) Amazon DynamoDB
8 40 (10.81%) DB2
9 32 (8.65%) Hadoop
10 27 (7.30%) SQL Server 2016
11 25 (6.76%) Hazelcast
12 19 (5.14%) Amazon RDS
13 18 (4.86%) Data Warehouse
14 16 (4.32%) Cosmos DB
15 15 (4.05%) Apache Cassandra
16 12 (3.24%) RDBMS
17 10 (2.70%) Azure SQL Database
17 10 (2.70%) BigQuery
17 10 (2.70%) SQL Server Integration Services
17 10 (2.70%) Star Schema
Development Applications
1 65 (17.57%) Git (software)
2 37 (10.00%) Jenkins
3 28 (7.57%) JUnit
4 21 (5.68%) Maven
5 20 (5.41%) Cucumber
6 19 (5.14%) Visual Studio Team System
7 10 (2.70%) JBehave
7 10 (2.70%) JIRA
7 10 (2.70%) Team Foundation Server
7 10 (2.70%) TeamCity
8 7 (1.89%) Rational Rose
8 7 (1.89%) ReSharper
8 7 (1.89%) Visual Studio
9 6 (1.62%) Mockito
9 6 (1.62%) Octopus Deploy
10 5 (1.35%) Atlassian Bamboo
10 5 (1.35%) Jasmine
10 5 (1.35%) Travis CI
11 4 (1.08%) PHPUnit
11 4 (1.08%) Selenium
General
1 45 (12.16%) Finance
2 22 (5.95%) Marketing
3 21 (5.68%) Retail
4 16 (4.32%) Advertising
5 12 (3.24%) Banking
6 11 (2.97%) Games
7 5 (1.35%) Electronics
8 4 (1.08%) French Language
8 4 (1.08%) German Language
8 4 (1.08%) Investment Banking
9 2 (0.54%) Law
10 1 (0.27%) Automotive
10 1 (0.27%) Financial Institution
10 1 (0.27%) Manufacturing
10 1 (0.27%) Telecoms
Job Titles
1 192 (51.89%) Developer
2 83 (22.43%) Java Developer
3 69 (18.65%) Architect
4 62 (16.76%) .NET Developer
5 45 (12.16%) JavaScript Developer
6 34 (9.19%) Software Engineer
7 32 (8.65%) C# Developer
8 31 (8.38%) Senior Developer
9 27 (7.30%) DBA
10 24 (6.49%) Solutions Architect
11 23 (6.22%) Big Data Developer
11 23 (6.22%) Senior Java Developer
12 19 (5.14%) DevOps Engineer
13 17 (4.59%) Administrator
13 17 (4.59%) C# .NET Developer
13 17 (4.59%) Database Architect
13 17 (4.59%) Software Developer
14 15 (4.05%) Data Engineer
15 13 (3.51%) .NET Software Engineer
16 12 (3.24%) .NET Architect
Libraries, Frameworks & Software Standards
1 120 (32.43%) .NET
2 94 (25.41%) Spring
3 86 (23.24%) AngularJS
4 74 (20.00%) RESTful
5 71 (19.19%) Node.js
6 66 (17.84%) HTML
7 61 (16.49%) ASP.NET
7 61 (16.49%) React
8 58 (15.68%) ASP.NET MVC
8 58 (15.68%) Web Services
9 57 (15.41%) ASP.NET Web API
10 50 (13.51%) REST
11 49 (13.24%) JSON
12 48 (12.97%) CSS
13 42 (11.35%) KnockoutJS
14 41 (11.08%) XML
15 39 (10.54%) Hibernate
16 37 (10.00%) .NET Core
17 35 (9.46%) Twitter Bootstrap
17 35 (9.46%) WCF
Miscellaneous
1 44 (11.89%) Enterprise Software
2 33 (8.92%) Computer Science
3 25 (6.76%) Social Media
4 24 (6.49%) Analytical Skills
5 23 (6.22%) Data Structures
5 23 (6.22%) Greenfield Project
6 20 (5.41%) User Experience
7 15 (4.05%) BBC
7 15 (4.05%) Self-Motivation
8 9 (2.43%) Smart Meter
9 7 (1.89%) Grid Computing
9 7 (1.89%) Mobile App
10 6 (1.62%) Algorithms
11 5 (1.35%) Device Driver
11 5 (1.35%) Driving Licence
11 5 (1.35%) Fintech
11 5 (1.35%) PDA
12 4 (1.08%) Mainframe
12 4 (1.08%) NHS
12 4 (1.08%) RIA
Operating Systems
1 74 (20.00%) Linux
2 22 (5.95%) Unix
2 22 (5.95%) Windows
3 9 (2.43%) Windows Server
4 6 (1.62%) Windows 10
4 6 (1.62%) Windows 7
4 6 (1.62%) Windows 8
5 3 (0.81%) CentOS
5 3 (0.81%) Mac OS
6 1 (0.27%) AIX
6 1 (0.27%) Android
6 1 (0.27%) Apple iOS
Processes & Methodologies
1 223 (60.27%) Agile Software Development
2 128 (34.59%) TDD
3 104 (28.11%) MVC
4 83 (22.43%) Microservices
5 80 (21.62%) Software Engineering
6 78 (21.08%) BDD
7 59 (15.95%) Scrum
8 57 (15.41%) Continuous Integration
8 57 (15.41%) OO
9 50 (13.51%) Test Automation
10 49 (13.24%) DevOps
11 46 (12.43%) Continuous Delivery
12 45 (12.16%) Analytics
12 45 (12.16%) Business Intelligence
12 45 (12.16%) Open Source
13 39 (10.54%) Mentoring
14 37 (10.00%) Problem-Solving
14 37 (10.00%) Web Application Development
15 35 (9.46%) High Availability
16 29 (7.84%) E-Commerce
Programming Languages
1 193 (52.16%) SQL
2 182 (49.19%) JavaScript
3 168 (45.41%) Java
4 132 (35.68%) C#
5 71 (19.19%) Python
6 50 (13.51%) Ruby
7 42 (11.35%) Java 8
8 29 (7.84%) Scala
9 27 (7.30%) PHP
10 16 (4.32%) Shell Script
11 15 (4.05%) Bash Shell
12 14 (3.78%) PowerShell
13 11 (2.97%) Groovy
13 11 (2.97%) VB
13 11 (2.97%) VB.NET
14 9 (2.43%) C++
14 9 (2.43%) T-SQL
15 8 (2.16%) R
16 7 (1.89%) MATLAB
16 7 (1.89%) Perl
Qualifications
1 65 (17.57%) Degree
2 16 (4.32%) PhD
3 9 (2.43%) Computer Science Degree
3 9 (2.43%) Master's Degree
4 5 (1.35%) ITIL Certification
5 2 (0.54%) CCDA
5 2 (0.54%) CCNA
5 2 (0.54%) Cisco Certification
5 2 (0.54%) Security Cleared
6 1 (0.27%) MCSD
6 1 (0.27%) Microsoft Certification
6 1 (0.27%) Numerate Degree
Quality Assurance & Compliance
1 13 (3.51%) ISO/IEC 27001
2 7 (1.89%) Data Quality
3 5 (1.35%) GDPR
3 5 (1.35%) SLA
4 2 (0.54%) ISO 9001
5 1 (0.27%) PCI DSS
5 1 (0.27%) QA
System Software
1 57 (15.41%) Docker
2 12 (3.24%) VMware Infrastructure
3 7 (1.89%) Active Directory
4 6 (1.62%) Hyper-V
5 2 (0.54%) Virtual Machines
6 1 (0.27%) Oracle RAC
Systems Management
1 35 (9.46%) Puppet
2 24 (6.49%) Opscode Chef
3 23 (6.22%) Ansible
4 10 (2.70%) Kubernetes
5 9 (2.43%) Marathon
6 5 (1.35%) Oracle Enterprise Manager
6 5 (1.35%) TeamSite
7 3 (0.81%) Grafana
7 3 (0.81%) Oozie
7 3 (0.81%) Terraform
8 1 (0.27%) Cobbler
8 1 (0.27%) Data Guard
8 1 (0.27%) HP Data Protector
8 1 (0.27%) Oracle RMAN
Vendors
1 73 (19.73%) Microsoft
2 45 (12.16%) Oracle
3 37 (10.00%) Google
4 22 (5.95%) Cloudera
5 15 (4.05%) Apple
5 15 (4.05%) Facebook
5 15 (4.05%) Sony
5 15 (4.05%) Yahoo!
6 12 (3.24%) VMware
7 10 (2.70%) MapR
8 9 (2.43%) Applogic
9 7 (1.89%) Adobe
9 7 (1.89%) Tableau
10 6 (1.62%) HP
11 5 (1.35%) OpenText
12 4 (1.08%) Informatica
12 4 (1.08%) RedGate
12 4 (1.08%) SolarWinds
12 4 (1.08%) Xamarin
13 2 (0.54%) IBM