Period
to 22 September 2019

The following table provides summary statistics for permanent job vacancies advertised in the West 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 22 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 173 100 76
Rank change year-on-year -73 -24 +100
Permanent jobs citing NoSQL 97 250 374
As % of all permanent IT jobs advertised in the West Midlands 1.31% 2.87% 3.76%
As % of the Database & Business Intelligence category 5.27% 11.18% 12.46%
Number of salaries quoted 75 208 383
West Midlands median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% +5.56%
10th Percentile £32,200 £34,625 £31,250
90th Percentile £70,000 £67,500 £65,000
England median annual salary £62,500 £57,000 £57,500
% change year-on-year +9.65% -0.87% +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 West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,839 2,236 3,001
As % of all permanent IT jobs advertised in the West Midlands 24.77% 25.63% 30.17%
Number of salaries quoted 1,567 1,816 2,629
West Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £26,650 £27,250 £26,000
90th Percentile £63,750 £63,750 £60,000
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

NoSQL
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for NoSQL in the West Midlands

NoSQL
Salary Trend in the West Midlands

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

Salary trend for NoSQL in the West Midlands

NoSQL
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing NoSQL in the West Midlands over the 6 months to 22 September 2019.

Salary histogram for NoSQL in the West Midlands

NoSQL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the West Midlands region over the 6 months to 22 September 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
Warwickshire +3 30 £50,000 - 2
Staffordshire +12 20 £42,500 +6.25% 2
Birmingham -43 19 £55,000 +4.76% 14
Coventry -35 12 £50,000 -9.09% 4
Shropshire +3 6 £51,250 +57.69% 3
Solihull -31 4 £65,000 +18.18%
Herefordshire -14 1 £40,000 -23.81% 3
Worcestershire -14 1 £32,500 -7.14% 5
NoSQL
England

For the 6 months to 22 September 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 West Midlands region with a requirement for NoSQL.

1 59 (60.82%) SQL
1 59 (60.82%) Agile Software Development
2 37 (38.14%) Java
3 36 (37.11%) Linux
4 35 (36.08%) MongoDB
4 35 (36.08%) DevOps
5 34 (35.05%) Microservices
5 34 (35.05%) .NET
6 33 (34.02%) AWS
7 30 (30.93%) JavaScript
7 30 (30.93%) Web Services
8 29 (29.90%) C#
8 29 (29.90%) Docker
9 28 (28.87%) Software Engineering
9 28 (28.87%) AngularJS
10 27 (27.84%) Jenkins
10 27 (27.84%) SOAP
11 26 (26.80%) E-Commerce
11 26 (26.80%) Spring
12 24 (24.74%) Azure
12 24 (24.74%) .NET Core
13 23 (23.71%) Node.js
14 22 (22.68%) RESTful
14 22 (22.68%) Web Development
15 21 (21.65%) OO
15 21 (21.65%) React
16 20 (20.62%) Kubernetes
16 20 (20.62%) Mentoring
16 20 (20.62%) Kafka
17 19 (19.59%) ASP.NET

NoSQL
Co-occurring IT Skills in the West 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 8 (8.25%) Apache
2 5 (5.15%) IIS
3 4 (4.12%) OpenStack
4 3 (3.09%) Apache Spark
4 3 (3.09%) Exchange Server 2003
4 3 (3.09%) MS Exchange
5 2 (2.06%) Anypoint
5 2 (2.06%) CMS
6 1 (1.03%) Apache Pig
6 1 (1.03%) JBoss
6 1 (1.03%) Oracle SOA Suite
6 1 (1.03%) SAS
6 1 (1.03%) WildFly
Applications
1 1 (1.03%) Microsoft Excel
1 1 (1.03%) Microsoft Office
1 1 (1.03%) Microsoft PowerPoint
1 1 (1.03%) SPSS
Cloud Services
1 33 (34.02%) AWS
2 24 (24.74%) Azure
3 15 (15.46%) Serverless
4 14 (14.43%) AWS Lambda
5 11 (11.34%) Amazon CloudWatch
5 11 (11.34%) Amazon EC2
5 11 (11.34%) Amazon EKS
5 11 (11.34%) Amazon ELB
5 11 (11.34%) Amazon S3
6 6 (6.19%) GCP
7 5 (5.15%) SaaS
8 4 (4.12%) GitHub
9 3 (3.09%) Office 365
10 2 (2.06%) Apigee
10 2 (2.06%) OpenShift
11 1 (1.03%) Amazon SQS
11 1 (1.03%) Google Analytics
Communications & Networking
1 5 (5.15%) TCP/IP
2 3 (3.09%) DHCP
2 3 (3.09%) DNS
2 3 (3.09%) Kerberos
2 3 (3.09%) MPLS
2 3 (3.09%) SNMP
2 3 (3.09%) VLAN
2 3 (3.09%) WLAN
3 1 (1.03%) Internet
Database & Business Intelligence
1 35 (36.08%) MongoDB
2 18 (18.56%) SQL Server
3 9 (9.28%) Apache Cassandra
4 8 (8.25%) PostgreSQL
4 8 (8.25%) Redis
5 6 (6.19%) Big Data
5 6 (6.19%) Relational Database
6 5 (5.15%) Couchbase
6 5 (5.15%) Hadoop
6 5 (5.15%) RavenDB
7 4 (4.12%) Data Warehouse
7 4 (4.12%) MySQL
8 3 (3.09%) DB2
9 2 (2.06%) OLTP
9 2 (2.06%) Talend Open Studio
10 1 (1.03%) Data Mining
10 1 (1.03%) HBase
10 1 (1.03%) Oracle Database 10g
10 1 (1.03%) Oracle9i Database
10 1 (1.03%) RDBMS
Development Applications
1 27 (27.84%) Jenkins
2 16 (16.49%) JUnit
3 15 (15.46%) Maven
4 6 (6.19%) Atlassian Bamboo
4 6 (6.19%) Git (software)
5 5 (5.15%) Subversion
6 4 (4.12%) GitLab
7 3 (3.09%) Selenium
8 2 (2.06%) Jasmine
8 2 (2.06%) Mocha
8 2 (2.06%) Moq
8 2 (2.06%) NUnit
8 2 (2.06%) ReSharper
8 2 (2.06%) TeamCity
8 2 (2.06%) Travis CI
8 2 (2.06%) Visual Studio
9 1 (1.03%) Bitbucket
9 1 (1.03%) CruiseControl
9 1 (1.03%) JBehave
9 1 (1.03%) Mockito
General
1 9 (9.28%) Games
1 9 (9.28%) Retail
2 6 (6.19%) Public Sector
3 3 (3.09%) Finance
4 1 (1.03%) Advertising
4 1 (1.03%) Automotive
4 1 (1.03%) Marketing
4 1 (1.03%) Publishing
Job Titles
1 58 (59.79%) Developer
2 22 (22.68%) .NET Developer
3 18 (18.56%) Full Stack Developer
3 18 (18.56%) Java Developer
4 15 (15.46%) C# .NET Developer
4 15 (15.46%) C# Developer
5 12 (12.37%) Senior Developer
6 11 (11.34%) Architect
7 9 (9.28%) E-Commerce Developer
7 9 (9.28%) Games Developer
7 9 (9.28%) Java E-Commerce Developer
8 8 (8.25%) Software Engineer
9 6 (6.19%) Infrastructure Engineer
10 5 (5.15%) Azure Developer
10 5 (5.15%) Digital Architect
10 5 (5.15%) React Developer
10 5 (5.15%) Software Developer
10 5 (5.15%) Web Developer
11 4 (4.12%) DevOps Engineer
11 4 (4.12%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 34 (35.05%) .NET
2 30 (30.93%) Web Services
3 28 (28.87%) AngularJS
4 27 (27.84%) SOAP
5 26 (26.80%) Spring
6 24 (24.74%) .NET Core
7 23 (23.71%) Node.js
8 22 (22.68%) RESTful
9 21 (21.65%) React
10 20 (20.62%) Kafka
11 19 (19.59%) ASP.NET
12 18 (18.56%) CSS
12 18 (18.56%) HTML
12 18 (18.56%) REST
13 17 (17.53%) Apache Camel
13 17 (17.53%) ASP.NET Web API
14 16 (16.49%) .NET Framework
14 16 (16.49%) Spring Boot
14 16 (16.49%) XML
15 15 (15.46%) J2EE
Miscellaneous
1 9 (9.28%) iPad
1 9 (9.28%) Xbox
2 7 (7.22%) Public Cloud
3 6 (6.19%) Greenfield Project
4 3 (3.09%) N-Tier
4 3 (3.09%) Self-Motivation
4 3 (3.09%) User Experience
5 2 (2.06%) Analytical Skills
5 2 (2.06%) Grid Computing
6 1 (1.03%) Algorithms
6 1 (1.03%) Data Structures
6 1 (1.03%) Enterprise Software
6 1 (1.03%) Management Information System
6 1 (1.03%) Video\Live Streaming
Operating Systems
1 36 (37.11%) Linux
2 15 (15.46%) Unix
3 12 (12.37%) Windows
4 5 (5.15%) Debian
5 4 (4.12%) CentOS
5 4 (4.12%) Red Hat Enterprise Linux
6 3 (3.09%) Windows Server 2008
7 2 (2.06%) Windows 10
7 2 (2.06%) Windows Server 2012
8 1 (1.03%) Windows Server
Processes & Methodologies
1 59 (60.82%) Agile Software Development
2 35 (36.08%) DevOps
3 34 (35.05%) Microservices
4 28 (28.87%) Software Engineering
5 26 (26.80%) E-Commerce
6 22 (22.68%) Web Development
7 21 (21.65%) OO
8 20 (20.62%) Mentoring
9 17 (17.53%) Continuous Integration
10 15 (15.46%) MVC
10 15 (15.46%) Open Source
11 10 (10.31%) TDD
11 10 (10.31%) Technology Roadmap
12 7 (7.22%) Artificial Intelligence
13 6 (6.19%) Analytics
13 6 (6.19%) Continuous Delivery
13 6 (6.19%) Fintech
13 6 (6.19%) Infrastructure Engineering
13 6 (6.19%) Scrum
14 5 (5.15%) ETL
Programming Languages
1 59 (60.82%) SQL
2 37 (38.14%) Java
3 30 (30.93%) JavaScript
4 29 (29.90%) C#
5 15 (15.46%) Python
6 8 (8.25%) Scala
7 6 (6.19%) Bash Shell
8 5 (5.15%) Go
8 5 (5.15%) Perl
8 5 (5.15%) PowerShell
8 5 (5.15%) Ruby
9 3 (3.09%) Erlang
9 3 (3.09%) R
10 2 (2.06%) F#
10 2 (2.06%) Haskell
10 2 (2.06%) Java 8
11 1 (1.03%) C++
11 1 (1.03%) Shell Script
11 1 (1.03%) T-SQL
11 1 (1.03%) VB
Qualifications
1 7 (7.22%) Degree
2 2 (2.06%) AWS Certification
2 2 (2.06%) Computer Science Degree
3 1 (1.03%) SC Cleared
3 1 (1.03%) Security Cleared
Quality Assurance & Compliance
1 2 (2.06%) QA
2 1 (1.03%) GDPR
System Software
1 29 (29.90%) Docker
2 5 (5.15%) Active Directory
3 3 (3.09%) Hyper-V
4 2 (2.06%) pfSense
5 1 (1.03%) HDFS
Systems Management
1 20 (20.62%) Kubernetes
2 10 (10.31%) Ansible
2 10 (10.31%) Puppet
3 9 (9.28%) Terraform
4 6 (6.19%) Docker Swarm
5 5 (5.15%) Nagios
6 4 (4.12%) Consul
6 4 (4.12%) Grafana
6 4 (4.12%) Graphite
6 4 (4.12%) Packer
6 4 (4.12%) Prometheus
7 2 (2.06%) Opsview
Vendors
1 13 (13.40%) Microsoft
2 6 (6.19%) Google
3 5 (5.15%) Dell
4 4 (4.12%) Oracle
5 3 (3.09%) SAP
5 3 (3.09%) VMware
6 2 (2.06%) Cloudera
6 2 (2.06%) Hortonworks
6 2 (2.06%) MuleSoft
6 2 (2.06%) Salesforce.com
6 2 (2.06%) Talend
6 2 (2.06%) WSO2
7 1 (1.03%) Atlassian
7 1 (1.03%) Databricks
7 1 (1.03%) Facebook
7 1 (1.03%) MapR
7 1 (1.03%) Red Hat
7 1 (1.03%) Splunk
7 1 (1.03%) StreamSets
7 1 (1.03%) Teradata