Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon DynamoDB over the 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
England > West Midlands
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 221 327 335
Rank change year-on-year +106 +8 -
Permanent jobs citing Amazon DynamoDB 71 7 2
As % of all permanent IT jobs advertised in the West Midlands 0.82% 0.070% 0.017%
As % of the Database & Business Intelligence category 3.16% 0.23% 0.064%
Number of salaries quoted 54 5 2
West Midlands median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% -
10th Percentile £45,000 £36,100 £47,000
90th Percentile £66,750 £65,250 £60,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +9.52%

Amazon DynamoDB 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 2,250 2,988 3,149
As % of all permanent IT jobs advertised in the West Midlands 25.96% 29.95% 26.95%
Number of salaries quoted 1,816 2,599 2,628
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,125 £26,000 £22,750
90th Percentile £64,867 £60,000 £58,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Amazon DynamoDB
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for Amazon DynamoDB in the West Midlands

Amazon DynamoDB
Salary Trend in the West Midlands

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

Salary trend for Amazon DynamoDB in the West Midlands

Amazon DynamoDB
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Amazon DynamoDB in the West Midlands over the 6 months to 23 October 2018.

Salary histogram for Amazon DynamoDB in the West Midlands

Amazon DynamoDB
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 Amazon DynamoDB within the West Midlands region over the 6 months to 23 October 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
Coventry +44 39 £50,000 -25.93% 1
Birmingham +21 24 £58,750 +6.82% 3
Warwickshire - 5 £55,000 -
Shropshire - 2 £82,500 -
Amazon DynamoDB
England

For the 6 months to 23 October 2018, IT jobs citing Amazon DynamoDB 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 Amazon DynamoDB.

1 63 (88.73%) SQL
1 63 (88.73%) Amazon AWS
2 45 (63.38%) NoSQL
3 42 (59.15%) MySQL
3 42 (59.15%) PostgreSQL
4 41 (57.75%) Amazon RDS
5 38 (53.52%) Linux
6 37 (52.11%) DB2
6 37 (52.11%) MongoDB
6 37 (52.11%) Enterprise Software
7 35 (49.30%) AWS CloudFormation
8 30 (42.25%) Docker
9 28 (39.44%) Ansible
9 28 (39.44%) Python
10 27 (38.03%) Business Intelligence
10 27 (38.03%) Amazon EC2
10 27 (38.03%) Amazon S3
11 26 (36.62%) DevOps
12 24 (33.80%) Microsoft Azure
12 24 (33.80%) Degree
13 23 (32.39%) Web Services
14 22 (30.99%) High Availability
14 22 (30.99%) Amazon CloudWatch
14 22 (30.99%) Performance Metrics
15 21 (29.58%) Self-Motivation
16 20 (28.17%) Virtual Private Cloud
17 19 (26.76%) Computer Science
17 19 (26.76%) Puppet
18 18 (25.35%) SaaS
18 18 (25.35%) Java

Amazon DynamoDB
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 3 (4.23%) Tomcat
Applications
1 5 (7.04%) Microsoft Excel
1 5 (7.04%) Microsoft PowerPoint
Business Applications
1 5 (7.04%) Remedy ITSM
Cloud Services
1 63 (88.73%) Amazon AWS
2 35 (49.30%) AWS CloudFormation
3 27 (38.03%) Amazon EC2
3 27 (38.03%) Amazon S3
4 24 (33.80%) Microsoft Azure
5 22 (30.99%) Amazon CloudWatch
6 20 (28.17%) Virtual Private Cloud
7 18 (25.35%) SaaS
8 16 (22.54%) Azure Active Directory
8 16 (22.54%) IaaS
8 16 (22.54%) PaaS
9 13 (18.31%) Cloud Computing
9 13 (18.31%) Serverless
10 11 (15.49%) Amazon SQS
11 10 (14.08%) AWS CloudTrail
12 8 (11.27%) AWS Lambda
13 6 (8.45%) Amazon ElastiCache
13 6 (8.45%) AWS CodePipeline
13 6 (8.45%) IBM Cloud
13 6 (8.45%) SoftLayer
Communications & Networking
1 12 (16.90%) DNS
2 5 (7.04%) Intrusion Detection
3 3 (4.23%) Internet
4 2 (2.82%) Intranet
4 2 (2.82%) NAS
4 2 (2.82%) Network Security
4 2 (2.82%) SAN
4 2 (2.82%) VSAN
Database & Business Intelligence
1 45 (63.38%) NoSQL
2 42 (59.15%) MySQL
2 42 (59.15%) PostgreSQL
3 41 (57.75%) Amazon RDS
4 37 (52.11%) DB2
4 37 (52.11%) MongoDB
5 16 (22.54%) Azure SQL Database
6 10 (14.08%) Relational Database
7 7 (9.86%) SQL Server
8 5 (7.04%) Amazon Redshift
9 2 (2.82%) Amazon Aurora
9 2 (2.82%) MariaDB
9 2 (2.82%) Oracle Database
9 2 (2.82%) Oracle Database 12c
9 2 (2.82%) RDBMS
9 2 (2.82%) SQL Server 2012
9 2 (2.82%) SQL Server 2014
Development Applications
1 8 (11.27%) Git (software)
1 8 (11.27%) Maven
2 7 (9.86%) Visual Studio
3 6 (8.45%) JUnit
4 2 (2.82%) Ant
4 2 (2.82%) Artifactory
4 2 (2.82%) Gatling
4 2 (2.82%) GitLab
4 2 (2.82%) Jenkins
4 2 (2.82%) NeoLoad
4 2 (2.82%) Selenium
General
1 5 (7.04%) Finance
Job Titles
1 38 (53.52%) Architect
2 24 (33.80%) DevOps Engineer
3 21 (29.58%) Database Architect
3 21 (29.58%) DBA
4 16 (22.54%) Administrator
5 13 (18.31%) Cloud Architect
6 9 (12.68%) Cloud Solutions Architect
6 9 (12.68%) Solutions Architect
7 8 (11.27%) AWS DevOps
7 8 (11.27%) AWS DevOps Engineer
7 8 (11.27%) AWS Engineer
8 5 (7.04%) Cloud Engineer
8 5 (7.04%) Development Manager
8 5 (7.04%) Lead DevOps
8 5 (7.04%) Lead DevOps Engineer
9 3 (4.23%) Senior Cloud Engineer
9 3 (4.23%) Senior DevOps
9 3 (4.23%) Senior DevOps Engineer
9 3 (4.23%) Software Architect
9 3 (4.23%) Software Engineer
Libraries, Frameworks & Software Standards
1 23 (32.39%) Web Services
2 7 (9.86%) Node.js
3 6 (8.45%) Java EE
3 6 (8.45%) Spring
4 5 (7.04%) .NET
4 5 (7.04%) .NET Core
4 5 (7.04%) SAML
4 5 (7.04%) WCF
5 3 (4.23%) Apache Camel
5 3 (4.23%) Hibernate
5 3 (4.23%) HTML
5 3 (4.23%) HTML5
5 3 (4.23%) JMS
5 3 (4.23%) JSF
5 3 (4.23%) Middleware
5 3 (4.23%) RESTful
5 3 (4.23%) Spring MVC
5 3 (4.23%) Struts
6 2 (2.82%) Elastic Stack
Miscellaneous
1 37 (52.11%) Enterprise Software
2 21 (29.58%) Self-Motivation
3 19 (26.76%) Computer Science
4 16 (22.54%) Data Centre
4 16 (22.54%) Private Cloud
4 16 (22.54%) Public Cloud
5 14 (19.72%) Hybrid Cloud
6 6 (8.45%) Data Structures
7 5 (7.04%) Driving Licence
8 3 (4.23%) RIA
9 2 (2.82%) PKI
Operating Systems
1 38 (53.52%) Linux
2 15 (21.13%) Unix
3 1 (1.41%) Amazon Linux
3 1 (1.41%) Ubuntu
Processes & Methodologies
1 27 (38.03%) Business Intelligence
2 26 (36.62%) DevOps
3 22 (30.99%) High Availability
3 22 (30.99%) Performance Metrics
4 18 (25.35%) Microservices
5 17 (23.94%) Load Balancing
6 16 (22.54%) ITIL
6 16 (22.54%) ITIL V3
6 16 (22.54%) PRINCE2
6 16 (22.54%) Project Management
6 16 (22.54%) Service Management
6 16 (22.54%) Technical Architecture
6 16 (22.54%) TOGAF
7 15 (21.13%) Open Source
8 13 (18.31%) Line Management
8 13 (18.31%) Mathematics
9 12 (16.90%) Agile Software Development
9 12 (16.90%) Continuous Delivery
10 11 (15.49%) Migration
10 11 (15.49%) Presales
Programming Languages
1 63 (88.73%) SQL
2 28 (39.44%) Python
3 18 (25.35%) Java
4 15 (21.13%) JavaScript
5 12 (16.90%) Bash Shell
5 12 (16.90%) PHP
6 5 (7.04%) C#
6 5 (7.04%) PowerShell
7 3 (4.23%) Perl
7 3 (4.23%) Ruby
7 3 (4.23%) Shell Script
Qualifications
1 24 (33.80%) Degree
2 6 (8.45%) Computer Science Degree
2 6 (8.45%) Master's Degree
3 5 (7.04%) ISEB
Quality Assurance & Compliance
1 13 (18.31%) ISO/IEC 27001
2 1 (1.41%) GDPR
System Software
1 30 (42.25%) Docker
2 16 (22.54%) Virtual Machines
3 13 (18.31%) VMware Infrastructure
4 11 (15.49%) Hyper-V
5 5 (7.04%) Active Directory
Systems Management
1 28 (39.44%) Ansible
2 19 (26.76%) Puppet
3 17 (23.94%) Opscode Chef
4 11 (15.49%) Terraform
5 8 (11.27%) Kubernetes
6 7 (9.86%) Single Sign-On
7 6 (8.45%) Mesos
7 6 (8.45%) rkt
8 2 (2.82%) Consul
8 2 (2.82%) Docker Swarm
8 2 (2.82%) Grafana
8 2 (2.82%) Kibana
8 2 (2.82%) logstash
8 2 (2.82%) Rancher
8 2 (2.82%) Tivoli
8 2 (2.82%) ZABBIX
Vendors
1 13 (18.31%) VMware
2 10 (14.08%) Microsoft
3 6 (8.45%) IBM
4 5 (7.04%) Remedy
5 2 (2.82%) AppDynamics
5 2 (2.82%) Dynatrace
5 2 (2.82%) Oracle
5 2 (2.82%) Riverbed