Period
to 20 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon Redshift skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Redshift over the 6 months to 20 October 2017 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 847 875 1169
Rank change year-on-year +28 +294 +8
Permanent jobs citing Amazon Redshift 351 358 146
As % of all permanent IT jobs advertised in the UK 0.20% 0.19% 0.067%
As % of the Database & Business Intelligence category 0.66% 0.63% 0.21%
Number of salaries quoted 281 320 137
UK median annual salary £60,000 £60,000 £50,000
Median salary % change year-on-year - +20.00% -13.04%
10th Percentile £37,500 £35,000 £38,200
90th Percentile £97,500 £85,125 £78,000
UK excluding London median annual salary £42,500 £52,500 £43,500
% change year-on-year -19.05% +20.69% -15.12%

Amazon Redshift 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53120 56583 69285
As % of all permanent IT jobs advertised in the UK 30.49% 29.63% 31.58%
Number of salaries quoted 43634 48149 58420
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Amazon Redshift
Job Vacancy Trend

Job postings citing Amazon Redshift as a percentage of all IT jobs advertised.

Job vacancy trend for Amazon Redshift in the UK

Amazon Redshift
Salary Trend

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

Salary trend for Amazon Redshift in the UK

Amazon Redshift
Salary Histogram

The salary distribution of IT jobs citing Amazon Redshift over the 6 months to 20 October 2017.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the UK over the 6 months to 20 October 2017. 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
England +32 329 £60,000 - 35
London +27 257 £62,500 -3.85% 31
UK excluding London +49 93 £42,500 -19.05% 7
North of England -26 27 £30,000 -42.86%
North West -20 25 £30,000 -45.45%
South West +33 23 £50,000 -7.41% 2
East of England +14 17 £42,000 -35.38% 1
Scotland +7 16 £45,000 +12.50% 1
Wales +24 5 £42,500 +21.43% 2
South East +52 3 £63,750 +15.91% 1
Midlands +26 2 £48,750 +18.18%
Yorkshire +14 2 - -
East Midlands +32 1 £37,500 -
West Midlands +15 1 £60,000 +45.45%

For the 6 months to 20 October 2017, IT jobs citing Amazon Redshift also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Amazon Redshift.

1 281 (80.06%) Amazon AWS
2 191 (54.42%) SQL
3 184 (52.42%) Python
4 153 (43.59%) Analytics
5 143 (40.74%) Apache Spark
6 141 (40.17%) Data Warehouse
7 124 (35.33%) Big Data
8 114 (32.48%) Agile Software Development
9 111 (31.62%) Business Intelligence
10 110 (31.34%) Hadoop
11 104 (29.63%) Machine Learning
12 96 (27.35%) Java
13 94 (26.78%) PostgreSQL
14 87 (24.79%) ETL
15 72 (20.51%) Scala
16 68 (19.37%) Tableau
17 66 (18.80%) Visualisation
18 64 (18.23%) Web Services
19 63 (17.95%) Amazon RDS
20 61 (17.38%) Analytical Skills
21 59 (16.81%) Degree
22 56 (15.95%) Open Source
23 55 (15.67%) Software Engineering
24 53 (15.10%) SQL Server
24 53 (15.10%) Data Modelling
25 52 (14.81%) Apache
25 52 (14.81%) Computer Science
26 51 (14.53%) Amazon Kinesis
27 49 (13.96%) C#
27 49 (13.96%) Marketing

Amazon Redshift
Co-occurring IT Skills 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
1 143 (40.74%) Apache Spark
2 52 (14.81%) Apache
3 30 (8.55%) Elasticsearch
4 16 (4.56%) Apache Airflow
5 13 (3.70%) SAS
6 9 (2.56%) Tomcat
7 7 (1.99%) Adobe Experience Manager
7 7 (1.99%) Anypoint
7 7 (1.99%) Confluence
8 3 (0.85%) Apache Pig
8 3 (0.85%) Jetty
8 3 (0.85%) Jupyter
8 3 (0.85%) Mule
8 3 (0.85%) Mule ESB
8 3 (0.85%) Oracle SOA Suite
9 2 (0.57%) Apache Solr
9 2 (0.57%) JBoss
9 2 (0.57%) Luigi
9 2 (0.57%) WebLogic
10 1 (0.28%) IPython
Applications
1 8 (2.28%) SPSS
2 4 (1.14%) Microsoft Excel
3 3 (0.85%) Microsoft Office
Business Applications
1 7 (1.99%) Eloqua
2 3 (0.85%) Oracle EBS
3 2 (0.57%) Magento
3 2 (0.57%) Odoo
Cloud Services
1 281 (80.06%) Amazon AWS
2 51 (14.53%) Amazon Kinesis
3 46 (13.11%) Amazon EC2
4 43 (12.25%) Amazon EMR
5 42 (11.97%) Amazon S3
6 41 (11.68%) Serverless
7 38 (10.83%) AWS Lambda
8 34 (9.69%) Microsoft Azure
9 32 (9.12%) Google Cloud Platform
10 22 (6.27%) Virtual Private Cloud
11 19 (5.41%) AWS CloudFormation
12 18 (5.13%) Google Analytics
13 14 (3.99%) GitHub
14 13 (3.70%) Amazon CloudWatch
14 13 (3.70%) SaaS
15 12 (3.42%) Amazon SQS
15 12 (3.42%) Azure Machine Learning
16 10 (2.85%) Adobe Analytics
17 7 (1.99%) Amazon Glacier
18 6 (1.71%) AWS Elastic Beanstalk
Communications & Networking
1 5 (1.42%) DNS
2 4 (1.14%) Internet
2 4 (1.14%) Network Security
3 3 (0.85%) VPN
4 2 (0.57%) HTTP
5 1 (0.28%) Asterisk PBX
5 1 (0.28%) Firewall
5 1 (0.28%) FTP
5 1 (0.28%) IPsec
5 1 (0.28%) Kerberos
5 1 (0.28%) LDAP
5 1 (0.28%) Reverse Proxy
5 1 (0.28%) RTP
5 1 (0.28%) SAN
5 1 (0.28%) SMS
5 1 (0.28%) SSL
5 1 (0.28%) TCP/IP
5 1 (0.28%) VoIP
Database & Business Intelligence
1 141 (40.17%) Data Warehouse
2 124 (35.33%) Big Data
3 110 (31.34%) Hadoop
4 94 (26.78%) PostgreSQL
5 63 (17.95%) Amazon RDS
6 53 (15.10%) SQL Server
7 48 (13.68%) Relational Database
8 41 (11.68%) MySQL
9 36 (10.26%) SQL Server Integration Services
10 34 (9.69%) BigQuery
11 31 (8.83%) Looker
11 31 (8.83%) QlikView
12 29 (8.26%) Apache Hive
13 25 (7.12%) Apache Cassandra
13 25 (7.12%) MongoDB
14 24 (6.84%) Power BI
15 23 (6.55%) NoSQL
16 21 (5.98%) Qlik Sense
17 20 (5.70%) SQL Server Reporting Services
18 18 (5.13%) Redis
Development Applications
1 39 (11.11%) Git (software)
2 21 (5.98%) Talend Open Studio
3 16 (4.56%) Jenkins
4 10 (2.85%) Maven
5 8 (2.28%) Bitbucket
6 7 (1.99%) JIRA
7 6 (1.71%) NUnit
8 5 (1.42%) Selenium
8 5 (1.42%) Subversion
9 4 (1.14%) Cucumber
9 4 (1.14%) JUnit
9 4 (1.14%) TeamCity
9 4 (1.14%) webpack
10 3 (0.85%) Atlassian Bamboo
10 3 (0.85%) GoCD
10 3 (0.85%) Jasmine
10 3 (0.85%) Karma Test Runner
10 3 (0.85%) Sonatype Nexus
10 3 (0.85%) Spock
10 3 (0.85%) TestRail
General
1 49 (13.96%) Marketing
2 36 (10.26%) Finance
3 18 (5.13%) Retail
4 13 (3.70%) Advertising
5 12 (3.42%) Games
6 8 (2.28%) Telecoms
7 5 (1.42%) Banking
7 5 (1.42%) Electronics
7 5 (1.42%) Manufacturing
7 5 (1.42%) Pharmaceutical
8 4 (1.14%) Publishing
9 3 (0.85%) Multimedia
10 2 (0.57%) Digital Economy
11 1 (0.28%) Legal
11 1 (0.28%) Music Industry
Job Titles
1 113 (32.19%) Developer
2 69 (19.66%) Data Engineer
3 47 (13.39%) Data Scientist
4 38 (10.83%) Java Developer
5 35 (9.97%) Business Intelligence Developer
6 31 (8.83%) Analyst
7 26 (7.41%) AWS Engineer
8 22 (6.27%) Junior
8 22 (6.27%) Senior Developer
9 20 (5.70%) Junior Developer
10 19 (5.41%) Scala Developer
11 18 (5.13%) C# Developer
12 17 (4.84%) Java Scala Developer
12 17 (4.84%) Software Engineer
13 15 (4.27%) Apache Spark Developer
13 15 (4.27%) Data Analyst
13 15 (4.27%) Junior Java Developer
14 14 (3.99%) Architect
14 14 (3.99%) QlikView Developer
14 14 (3.99%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 64 (18.23%) Web Services
2 45 (12.82%) .NET
3 40 (11.40%) Node.js
4 36 (10.26%) Kafka
5 28 (7.98%) HTML
6 26 (7.41%) scikit-learn
7 22 (6.27%) ASP.NET
8 20 (5.70%) CSS
8 20 (5.70%) HTML5
8 20 (5.70%) jQuery
9 17 (4.84%) Pandas
10 16 (4.56%) Spring
11 15 (4.27%) Hibernate
12 14 (3.99%) AngularJS
13 13 (3.70%) JSON
14 12 (3.42%) Lucene
14 12 (3.42%) Spring MVC
15 11 (3.13%) NumPy
15 11 (3.13%) Twitter Bootstrap
16 10 (2.85%) RabbitMQ
Miscellaneous
1 61 (17.38%) Analytical Skills
2 52 (14.81%) Computer Science
3 31 (8.83%) Algorithms
4 28 (7.98%) Data Structures
5 12 (3.42%) Fintech
5 12 (3.42%) Life Science
6 11 (3.13%) Enterprise Software
7 9 (2.56%) User Experience
8 8 (2.28%) Foreign Exchange (FX)
9 7 (1.99%) Data Centre
10 6 (1.71%) Greenfield Project
11 5 (1.42%) Mashup
12 4 (1.14%) Linux Command Line
12 4 (1.14%) Management Information System
12 4 (1.14%) Mobile App
13 3 (0.85%) Digital Currency
13 3 (0.85%) PDA
14 2 (0.57%) Industrial Internet of Things
14 2 (0.57%) Social Gaming
14 2 (0.57%) Social Network
Operating Systems
1 37 (10.54%) Linux
2 16 (4.56%) Unix
3 9 (2.56%) Android
4 8 (2.28%) Red Hat Enterprise Linux
4 8 (2.28%) Windows
5 4 (1.14%) Apple iOS
5 4 (1.14%) CentOS
6 2 (0.57%) Windows Server
7 1 (0.28%) Mesosphere
7 1 (0.28%) Windows Server 2008
7 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 153 (43.59%) Analytics
2 114 (32.48%) Agile Software Development
3 111 (31.62%) Business Intelligence
4 104 (29.63%) Machine Learning
5 87 (24.79%) ETL
6 66 (18.80%) Visualisation
7 56 (15.95%) Open Source
8 55 (15.67%) Software Engineering
9 53 (15.10%) Data Modelling
10 47 (13.39%) Statistics
11 40 (11.40%) Scrum
12 39 (11.11%) Continuous Integration
13 35 (9.97%) Data Engineering
14 31 (8.83%) DevOps
14 31 (8.83%) TDD
14 31 (8.83%) Test Automation
15 29 (8.26%) Data Visualisation
15 29 (8.26%) MapReduce
15 29 (8.26%) Microservices
16 28 (7.98%) OO
Programming Languages
1 191 (54.42%) SQL
2 184 (52.42%) Python
3 96 (27.35%) Java
4 72 (20.51%) Scala
5 49 (13.96%) C#
6 45 (12.82%) R
7 28 (7.98%) JavaScript
8 23 (6.55%) Clojure
9 20 (5.70%) Haskell
10 18 (5.13%) Ruby
11 14 (3.99%) T-SQL
12 9 (2.56%) Go
13 6 (1.71%) TypeScript
13 6 (1.71%) VB.NET
14 5 (1.42%) Bash Shell
14 5 (1.42%) Objective-C
15 4 (1.14%) C++
15 4 (1.14%) ES6
15 4 (1.14%) F#
15 4 (1.14%) MATLAB
Qualifications
1 59 (16.81%) Degree
2 30 (8.55%) Computer Science Degree
3 6 (1.71%) Master's Degree
4 5 (1.42%) PhD
5 4 (1.14%) Numerate Degree
6 1 (0.28%) ITIL Certification
6 1 (0.28%) MBA
6 1 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 30 (8.55%) Data Quality
2 16 (4.56%) QA
3 4 (1.14%) ISO 9001
3 4 (1.14%) ISO/IEC 27001
3 4 (1.14%) PCI DSS
4 2 (0.57%) GCP
5 1 (0.28%) GDPR
5 1 (0.28%) SLA
System Software
1 40 (11.40%) Docker
2 8 (2.28%) Active Directory
2 8 (2.28%) HDFS
3 2 (0.57%) Apache Flume
4 1 (0.28%) Apache ZooKeeper
4 1 (0.28%) Hyper-V
4 1 (0.28%) Kamailio
Systems Management
1 24 (6.84%) Ansible
2 11 (3.13%) Kubernetes
3 7 (1.99%) Kibana
3 7 (1.99%) Opscode Chef
3 7 (1.99%) Terraform
4 4 (1.14%) Puppet
5 3 (0.85%) Data Guard
5 3 (0.85%) Oracle Enterprise Manager
5 3 (0.85%) Oracle RMAN
6 2 (0.57%) logstash
6 2 (0.57%) Nagios
6 2 (0.57%) Oozie
6 2 (0.57%) Rancher
7 1 (0.28%) Consul
7 1 (0.28%) Docker Swarm
7 1 (0.28%) Grafana
7 1 (0.28%) HAProxy
7 1 (0.28%) Icinga
7 1 (0.28%) Mesos
7 1 (0.28%) Riemann
Vendors
1 68 (19.37%) Tableau
2 45 (12.82%) Oracle
3 36 (10.26%) Microsoft
4 32 (9.12%) Google
5 28 (7.98%) SAP
6 21 (5.98%) Alteryx
6 21 (5.98%) Talend
7 16 (4.56%) Cloudera
8 15 (4.27%) Birst
9 11 (3.13%) Netezza
9 11 (3.13%) Salesforce.com
10 10 (2.85%) Adobe
10 10 (2.85%) SnapLogic
11 9 (2.56%) Informatica
12 8 (2.28%) PagerDuty
13 7 (1.99%) Conga
13 7 (1.99%) DocuSign
13 7 (1.99%) MuleSoft
13 7 (1.99%) Teradata
13 7 (1.99%) Vertica