Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Amazon RDS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon RDS over the 6 months to 18 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
England > North West
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 289 349 349
Rank change year-on-year +60 0 -3
Permanent jobs citing Amazon RDS 62 22 4
As % of all permanent IT jobs advertised in the North West 0.52% 0.17% 0.034%
As % of the Database & Business Intelligence category 1.68% 0.49% 0.10%
Number of salaries quoted 55 18 3
North West median annual salary £60,000 £35,000 £35,000
Median salary % change year-on-year +71.43% - -39.13%
10th Percentile £40,000 £31,225 £31,000
90th Percentile £85,000 £57,000 £41,000
England median annual salary £60,000 £55,000 £56,000
% change year-on-year +9.09% -1.79% +17.89%

Amazon RDS 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 North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,684 4,488 3,821
As % of all permanent IT jobs advertised in the North West 30.81% 34.15% 32.64%
Number of salaries quoted 3,183 3,800 3,297
North West median annual salary £43,500 £40,000 £40,000
Median salary % change year-on-year +8.75% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £61,250 £57,500
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Amazon RDS
Job Vacancy Trend in the North West

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

Job vacancy trend for Amazon RDS in the North West

Amazon RDS
Salary Trend in the North West

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

Salary trend for Amazon RDS in the North West

Amazon RDS
Salary Histogram in the North West

The salary distribution of IT jobs citing Amazon RDS in the North West over the 6 months to 18 September 2018.

Salary histogram for Amazon RDS in the North West

Amazon RDS
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon RDS within the North West region over the 6 months to 18 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
Manchester +67 55 £60,000 +9.09% 6
Merseyside +8 3 £40,000 +14.29%
Cheshire +7 3 £40,000 +30.08% 1
Amazon RDS
England

For the 6 months to 18 September 2018, IT jobs citing Amazon RDS 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 North West region with a requirement for Amazon RDS.

1 62 (100.00%) Amazon AWS
2 51 (82.26%) Agile Software Development
3 50 (80.65%) DevOps
4 49 (79.03%) SQL
5 48 (77.42%) Amazon EC2
6 43 (69.35%) AWS CloudFormation
7 42 (67.74%) Amazon S3
8 41 (66.13%) Jenkins
8 41 (66.13%) Windows
8 41 (66.13%) Linux
8 41 (66.13%) Ansible
9 39 (62.90%) Active Directory
9 39 (62.90%) Microsoft Azure
10 38 (61.29%) Amazon SQS
11 37 (59.68%) New Relic
11 37 (59.68%) Atlassian Bamboo
11 37 (59.68%) TeamCity
11 37 (59.68%) Git (software)
11 37 (59.68%) Business Intelligence
11 37 (59.68%) JIRA
11 37 (59.68%) Amazon CloudWatch
12 36 (58.06%) Private Cloud
12 36 (58.06%) Azure Active Directory
12 36 (58.06%) Octopus Deploy
12 36 (58.06%) Virtual Machines
12 36 (58.06%) Network Virtualisation
12 36 (58.06%) IIS
12 36 (58.06%) Trend Micro
12 36 (58.06%) Confluence
13 14 (22.58%) Scrum

Amazon RDS
Co-occurring IT Skills in the North West 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 36 (58.06%) Confluence
1 36 (58.06%) IIS
2 3 (4.84%) SharePoint
3 1 (1.61%) Apache Pig
3 1 (1.61%) Apache Spark
Cloud Services
1 62 (100.00%) Amazon AWS
2 48 (77.42%) Amazon EC2
3 43 (69.35%) AWS CloudFormation
4 42 (67.74%) Amazon S3
5 39 (62.90%) Microsoft Azure
6 38 (61.29%) Amazon SQS
7 37 (59.68%) Amazon CloudWatch
8 36 (58.06%) Azure Active Directory
9 9 (14.52%) AWS Lambda
9 9 (14.52%) Serverless
10 7 (11.29%) Google Cloud Platform
11 3 (4.84%) Office 365
11 3 (4.84%) Route 53
12 2 (3.23%) Amazon SageMaker
12 2 (3.23%) AWS Elastic Beanstalk
13 1 (1.61%) Amazon CloudSearch
13 1 (1.61%) Amazon ELB
13 1 (1.61%) Amazon EMR
13 1 (1.61%) Amazon Kinesis
13 1 (1.61%) Virtual Private Cloud
Communications & Networking
1 3 (4.84%) DNS
1 3 (4.84%) VLAN
1 3 (4.84%) VoIP
1 3 (4.84%) WAN
Database & Business Intelligence
1 13 (20.97%) MySQL
2 10 (16.13%) PostgreSQL
2 10 (16.13%) SQL Server
3 9 (14.52%) Apache Cassandra
3 9 (14.52%) MongoDB
3 9 (14.52%) Neo4j
3 9 (14.52%) NoSQL
4 5 (8.06%) MariaDB
5 2 (3.23%) Amazon Athena
5 2 (3.23%) Amazon Aurora
5 2 (3.23%) Amazon Redshift
6 1 (1.61%) Apache Hive
6 1 (1.61%) Big Data
6 1 (1.61%) Data Lake
6 1 (1.61%) Data Mining
6 1 (1.61%) Hadoop
6 1 (1.61%) Sqoop
Development Applications
1 41 (66.13%) Jenkins
2 37 (59.68%) Atlassian Bamboo
2 37 (59.68%) Git (software)
2 37 (59.68%) JIRA
2 37 (59.68%) TeamCity
3 36 (58.06%) Octopus Deploy
4 3 (4.84%) ReSharper
5 2 (3.23%) Bitbucket
5 2 (3.23%) Mercurial
5 2 (3.23%) Visual Studio
General
1 5 (8.06%) Retail
2 1 (1.61%) Games
Job Titles
1 23 (37.10%) DevOps Engineer
2 18 (29.03%) DevOps Manager
3 8 (12.90%) Developer
4 5 (8.06%) Architect
4 5 (8.06%) Data Architect
4 5 (8.06%) Information Architect
5 4 (6.45%) SQL Developer
6 3 (4.84%) .NET Developer
6 3 (4.84%) AWS Engineer
6 3 (4.84%) C# .NET Developer
6 3 (4.84%) C# Developer
6 3 (4.84%) IT Manager
7 2 (3.23%) Junior
8 1 (1.61%) Business Developer
8 1 (1.61%) Business Intelligence Developer
8 1 (1.61%) ETL Developer
8 1 (1.61%) Linux Engineer
8 1 (1.61%) Software Developer
8 1 (1.61%) Software Development Engineer
8 1 (1.61%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (14.52%) RESTful
2 3 (4.84%) .NET
3 2 (3.23%) .NET Framework
3 2 (3.23%) ASP.NET Web API
3 2 (3.23%) Entity Framework
3 2 (3.23%) jQuery
3 2 (3.23%) KnockoutJS
3 2 (3.23%) Lambda Expressions
3 2 (3.23%) LINQ
3 2 (3.23%) Node.js
3 2 (3.23%) YAML
4 1 (1.61%) ASP.NET MVC
4 1 (1.61%) ASP.NET Web Forms
4 1 (1.61%) Kafka
4 1 (1.61%) Keras
4 1 (1.61%) MXNet
4 1 (1.61%) Natural Language Processing
4 1 (1.61%) TensorFlow
4 1 (1.61%) Theano
4 1 (1.61%) XGBoost
Miscellaneous
1 36 (58.06%) Private Cloud
2 1 (1.61%) Algorithms
2 1 (1.61%) Analytical Skills
2 1 (1.61%) Computer Science
2 1 (1.61%) Enterprise Software
2 1 (1.61%) Linux Command Line
2 1 (1.61%) Marketing Technology
2 1 (1.61%) Xbox
Operating Systems
1 41 (66.13%) Linux
1 41 (66.13%) Windows
2 3 (4.84%) Ubuntu
3 2 (3.23%) Windows 10
4 1 (1.61%) CentOS
4 1 (1.61%) Debian
4 1 (1.61%) Unix
Processes & Methodologies
1 51 (82.26%) Agile Software Development
2 50 (80.65%) DevOps
3 37 (59.68%) Business Intelligence
4 36 (58.06%) Network Virtualisation
5 14 (22.58%) Scrum
6 10 (16.13%) Analytics
7 9 (14.52%) Continuous Integration
7 9 (14.52%) Microservices
7 9 (14.52%) SOA
7 9 (14.52%) Software Delivery
8 7 (11.29%) Data Modelling
9 3 (4.84%) Collaborative Working
9 3 (4.84%) Data Science
9 3 (4.84%) Email Filtering
9 3 (4.84%) Infrastructure Engineering
9 3 (4.84%) Kalman Filter
9 3 (4.84%) Mathematics
9 3 (4.84%) MVC
9 3 (4.84%) Open Source
10 2 (3.23%) Visualisation
Programming Languages
1 49 (79.03%) SQL
2 3 (4.84%) C#
2 3 (4.84%) JavaScript
2 3 (4.84%) Python
3 2 (3.23%) Java
3 2 (3.23%) Scala
4 1 (1.61%) Bash Shell
4 1 (1.61%) C
4 1 (1.61%) C++
4 1 (1.61%) PHP
4 1 (1.61%) R
Qualifications
1 3 (4.84%) Degree
2 2 (3.23%) Numerate Degree
3 1 (1.61%) Computer Science Degree
3 1 (1.61%) Master's Degree
System Software
1 39 (62.90%) Active Directory
2 36 (58.06%) Virtual Machines
3 3 (4.84%) Hyper-V
4 1 (1.61%) HDFS
Systems Management
1 41 (66.13%) Ansible
2 5 (8.06%) Terraform
3 4 (6.45%) Opscode Chef
3 4 (6.45%) Puppet
4 1 (1.61%) Nagios
4 1 (1.61%) Oozie
Vendors
1 37 (59.68%) New Relic
2 36 (58.06%) Trend Micro
3 7 (11.29%) Google
4 4 (6.45%) Microsoft
5 3 (4.84%) Cisco
6 1 (1.61%) Oracle
6 1 (1.61%) Splunk
6 1 (1.61%) Tableau