Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 183 207 227
Rank change year-on-year +24 +20 +48
Permanent jobs citing Amazon RDS 10 8 4
As % of all permanent IT jobs advertised in Leeds 0.27% 0.16% 0.075%
As % of the Database & Business Intelligence category 1.19% 0.58% 0.24%
Number of salaries quoted 9 7 4
Leeds median annual salary £50,000 £41,500 £43,750
Median salary % change year-on-year +20.48% -5.14% +59.09%
10th Percentile £42,500 £31,250 £36,250
90th Percentile £68,000 £51,750 £55,000
West Yorkshire median annual salary £50,000 £37,000 £43,750
% change year-on-year +35.14% -15.43% -27.08%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 839 1,379 1,686
As % of all permanent IT jobs advertised in Leeds 22.90% 28.01% 31.54%
Number of salaries quoted 705 1,222 1,525
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £31,250 £30,000 £28,363
90th Percentile £58,750 £60,000 £56,250
West Yorkshire median annual salary £45,000 £44,000 £40,000
% change year-on-year +2.27% +10.00% -

Amazon RDS
Job Vacancy Trend in Leeds

Job postings citing Amazon RDS as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Amazon RDS in Leeds

Amazon RDS
Salary Trend in Leeds

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

Salary trend for Amazon RDS in Leeds

Amazon RDS
Salary Histogram in Leeds

The salary distribution of IT jobs citing Amazon RDS in Leeds over the 6 months to 11 December 2018.

Salary histogram for Amazon RDS in Leeds

For the 6 months to 11 December 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 Leeds region with a requirement for Amazon RDS.

1 8 (80.00%) Amazon AWS
2 7 (70.00%) SQL
3 6 (60.00%) Java
3 6 (60.00%) Web Services
3 6 (60.00%) Python
3 6 (60.00%) ETL
3 6 (60.00%) Business Intelligence
3 6 (60.00%) Scala
3 6 (60.00%) Agile Software Development
3 6 (60.00%) Analytics
3 6 (60.00%) Amazon Redshift
3 6 (60.00%) Amazon Kinesis
3 6 (60.00%) Data Science
4 5 (50.00%) Amazon SageMaker
4 5 (50.00%) AWS Certification
4 5 (50.00%) Data Lake
4 5 (50.00%) Amazon Aurora
4 5 (50.00%) Data Transformation
4 5 (50.00%) Data Analytics
4 5 (50.00%) Change Data Capture
4 5 (50.00%) Data Quality
4 5 (50.00%) Data Management
4 5 (50.00%) Ruby
4 5 (50.00%) Data Integration
4 5 (50.00%) Pentaho
4 5 (50.00%) MongoDB
4 5 (50.00%) Change Management
4 5 (50.00%) Finance
4 5 (50.00%) Snowflake Schema
4 5 (50.00%) Project Management

Amazon RDS
Co-occurring IT Skills in Leeds 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 4 (40.00%) IIS
2 3 (30.00%) SharePoint
2 3 (30.00%) Skype for Business
3 1 (10.00%) Apache Pig
3 1 (10.00%) Apache Spark
3 1 (10.00%) Confluence
3 1 (10.00%) Exchange Server 2007
3 1 (10.00%) MS Exchange
Cloud Services
1 8 (80.00%) Amazon AWS
2 6 (60.00%) Amazon Kinesis
3 5 (50.00%) Amazon SageMaker
4 4 (40.00%) Microsoft Azure
5 2 (20.00%) Amazon EC2
5 2 (20.00%) Amazon S3
5 2 (20.00%) Azure Active Directory
6 1 (10.00%) Amazon CloudWatch
6 1 (10.00%) Amazon EMR
6 1 (10.00%) Amazon SQS
6 1 (10.00%) AWS CloudFormation
6 1 (10.00%) AWS Lambda
6 1 (10.00%) IaaS
6 1 (10.00%) PaaS
6 1 (10.00%) Serverless
Communications & Networking
1 3 (30.00%) DHCP
1 3 (30.00%) DNS
2 2 (20.00%) VPN
Database & Business Intelligence
1 6 (60.00%) Amazon Redshift
2 5 (50.00%) Amazon Aurora
2 5 (50.00%) Data Lake
2 5 (50.00%) Data Warehouse
2 5 (50.00%) MongoDB
2 5 (50.00%) Pentaho
2 5 (50.00%) Snowflake Schema
3 3 (30.00%) SQL Server
4 1 (10.00%) Apache Hive
4 1 (10.00%) Big Data
4 1 (10.00%) Hadoop
4 1 (10.00%) SQL Server 2008
4 1 (10.00%) Sqoop
Development Applications
1 1 (10.00%) Atlassian Bamboo
1 1 (10.00%) Git (software)
1 1 (10.00%) Jenkins
1 1 (10.00%) JIRA
1 1 (10.00%) Octopus Deploy
1 1 (10.00%) TeamCity
General
1 5 (50.00%) Finance
2 2 (20.00%) Legal
Job Titles
1 6 (60.00%) Developer
2 5 (50.00%) ETL Developer
3 2 (20.00%) Operations Engineer
3 2 (20.00%) Technical Engineer
3 2 (20.00%) Technical Operations Engineer
4 1 (10.00%) AWS Developer
4 1 (10.00%) Cloud Developer
4 1 (10.00%) DevOps Engineer
4 1 (10.00%) Linux Developer
4 1 (10.00%) Project Engineer
4 1 (10.00%) Senior Developer
4 1 (10.00%) Senior Operations Engineer
4 1 (10.00%) Senior Technical Engineer
Libraries, Frameworks & Software Standards
1 6 (60.00%) Web Services
2 1 (10.00%) J2EE
2 1 (10.00%) Kafka
2 1 (10.00%) REST
Miscellaneous
1 3 (30.00%) Data Centre
2 2 (20.00%) Private Cloud
3 1 (10.00%) Cloud Native
3 1 (10.00%) Enterprise Cloud
3 1 (10.00%) Hybrid Cloud
3 1 (10.00%) PKI
3 1 (10.00%) Public Cloud
Operating Systems
1 4 (40.00%) Windows
2 3 (30.00%) Linux
2 3 (30.00%) Windows Server
3 1 (10.00%) Windows Server 2012
Processes & Methodologies
1 6 (60.00%) Agile Software Development
1 6 (60.00%) Analytics
1 6 (60.00%) Business Intelligence
1 6 (60.00%) Data Science
1 6 (60.00%) ETL
2 5 (50.00%) Change Data Capture
2 5 (50.00%) Change Management
2 5 (50.00%) Data Analytics
2 5 (50.00%) Data Integration
2 5 (50.00%) Data Management
2 5 (50.00%) Data Modelling
2 5 (50.00%) Data Transformation
2 5 (50.00%) Project Management
3 2 (20.00%) Capacity Planning
3 2 (20.00%) DevOps
3 2 (20.00%) Infrastructure Monitoring
3 2 (20.00%) Proactive Monitoring
3 2 (20.00%) Tech Ops
4 1 (10.00%) Cloud Operations
4 1 (10.00%) Network Virtualisation
Programming Languages
1 7 (70.00%) SQL
2 6 (60.00%) Java
2 6 (60.00%) Python
2 6 (60.00%) Scala
3 5 (50.00%) C#
3 5 (50.00%) JavaScript
3 5 (50.00%) Ruby
3 5 (50.00%) T-SQL
4 1 (10.00%) PowerShell
4 1 (10.00%) R
Qualifications
1 5 (50.00%) AWS Certification
2 2 (20.00%) SC Cleared
2 2 (20.00%) Security Cleared
Quality Assurance & Compliance
1 5 (50.00%) Data Quality
2 1 (10.00%) SLA
System Software
1 4 (40.00%) Active Directory
2 3 (30.00%) Hyper-V
3 2 (20.00%) VMware Infrastructure
3 2 (20.00%) XenDesktop
4 1 (10.00%) HDFS
4 1 (10.00%) Virtual Machines
4 1 (10.00%) vSphere
Systems Management
1 2 (20.00%) SCOM
2 1 (10.00%) Ansible
2 1 (10.00%) Oozie
Vendors
1 3 (30.00%) Microsoft
1 3 (30.00%) VMware
2 2 (20.00%) Citrix
3 1 (10.00%) New Relic
3 1 (10.00%) Trend Micro