Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 788 842 1135
Rank change year-on-year +54 +293 +31
Permanent jobs citing Amazon Redshift 381 353 142
As % of all permanent IT jobs advertised in England 0.23% 0.20% 0.069%
As % of the Database & Business Intelligence category 0.75% 0.67% 0.22%
Number of salaries quoted 315 318 134
England median annual salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.29% -4.55%
10th Percentile £34,700 £37,500 £38,750
90th Percentile £97,500 £86,250 £86,250
UK median annual salary £60,000 £60,000 £50,000
% change year-on-year - +20.00% -9.09%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50593 53002 65053
As % of all permanent IT jobs advertised in England 30.16% 29.58% 31.57%
Number of salaries quoted 42034 45751 55279
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Salary Trend in England

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

Salary trend for Amazon Redshift in England

Amazon Redshift
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Redshift in England over the 6 months to 18 November 2017.

Salary histogram for Amazon Redshift in England

Amazon Redshift
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the England region over the 6 months to 18 November 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
London +16 283 £62,750 -3.46% 10
South West +28 43 £50,000 +4.71% 3
North of England -27 24 £35,000 -33.33% 2
East of England +23 20 £43,500 -33.08% 3
North West -35 20 £28,750 -47.73% 2
South East +43 9 £30,000 -45.45%
Yorkshire +19 3 £100,000 +150.00%
Midlands +17 2 £48,750 +14.71%
East Midlands +39 1 £37,500 -
West Midlands +9 1 £60,000 +41.18%
North East +6 1 £46,000 +21.05%
Amazon Redshift
UK

For the 6 months to 18 November 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 across the England region with a requirement for Amazon Redshift.

1 306 (80.31%) Amazon AWS
2 206 (54.07%) SQL
3 196 (51.44%) Python
4 173 (45.41%) Apache Spark
5 165 (43.31%) Analytics
6 147 (38.58%) Big Data
7 144 (37.80%) Data Warehouse
8 142 (37.27%) Agile Software Development
9 120 (31.50%) Business Intelligence
10 118 (30.97%) ETL
10 118 (30.97%) Java
11 110 (28.87%) Hadoop
12 109 (28.61%) Machine Learning
13 85 (22.31%) PostgreSQL
14 80 (21.00%) Scala
15 75 (19.69%) Tableau
16 73 (19.16%) Amazon Kinesis
17 71 (18.64%) Visualisation
18 70 (18.37%) Open Source
19 69 (18.11%) Amazon RDS
20 66 (17.32%) Degree
21 64 (16.80%) Software Engineering
22 62 (16.27%) SQL Server
22 62 (16.27%) Web Services
23 61 (16.01%) Analytical Skills
24 60 (15.75%) Data Modelling
25 58 (15.22%) Computer Science
25 58 (15.22%) Kafka
26 57 (14.96%) C#
27 55 (14.44%) Amazon EMR

Amazon Redshift
Co-occurring IT Skills in England 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
1 173 (45.41%) Apache Spark
2 50 (13.12%) Elasticsearch
3 47 (12.34%) Apache
4 17 (4.46%) SAS
5 13 (3.41%) Apache Airflow
6 10 (2.62%) Tomcat
7 8 (2.10%) Adobe Experience Manager
7 8 (2.10%) Anypoint
7 8 (2.10%) Apache Pig
8 6 (1.57%) Apache Solr
9 5 (1.31%) Confluence
10 4 (1.05%) Jetty
10 4 (1.05%) Mule
10 4 (1.05%) Mule ESB
11 3 (0.79%) Jupyter
11 3 (0.79%) Oracle SOA Suite
12 2 (0.52%) JBoss
12 2 (0.52%) WebLogic
13 1 (0.26%) CMS
13 1 (0.26%) nginx
Applications
1 10 (2.62%) SPSS
2 4 (1.05%) Microsoft Excel
3 2 (0.52%) Microsoft PowerPoint
4 1 (0.26%) Microsoft Office
Business Applications
1 8 (2.10%) Eloqua
2 3 (0.79%) Oracle EBS
3 2 (0.52%) Magento
3 2 (0.52%) Odoo
4 1 (0.26%) SAP MDG
4 1 (0.26%) SAP MDM
Cloud Services
1 306 (80.31%) Amazon AWS
2 73 (19.16%) Amazon Kinesis
3 55 (14.44%) Amazon EMR
4 54 (14.17%) Amazon S3
5 52 (13.65%) Amazon EC2
6 51 (13.39%) Microsoft Azure
7 44 (11.55%) Serverless
8 43 (11.29%) AWS Lambda
9 34 (8.92%) Google Cloud Platform
10 26 (6.82%) GitHub
11 23 (6.04%) AWS CloudFormation
12 19 (4.99%) Azure Machine Learning
13 18 (4.72%) Virtual Private Cloud
14 16 (4.20%) Amazon CloudWatch
15 15 (3.94%) Google Analytics
16 10 (2.62%) Adobe Analytics
17 8 (2.10%) Amazon ElastiCache
17 8 (2.10%) Amazon SQS
17 8 (2.10%) SaaS
18 6 (1.57%) AWS Elastic Beanstalk
Communications & Networking
1 4 (1.05%) DNS
2 3 (0.79%) Internet
2 3 (0.79%) Network Security
3 2 (0.52%) VPN
4 1 (0.26%) Asterisk PBX
4 1 (0.26%) Firewall
4 1 (0.26%) FTP
4 1 (0.26%) Reverse Proxy
4 1 (0.26%) RTP
4 1 (0.26%) SAN
4 1 (0.26%) TCP/IP
4 1 (0.26%) VoIP
Database & Business Intelligence
1 147 (38.58%) Big Data
2 144 (37.80%) Data Warehouse
3 110 (28.87%) Hadoop
4 85 (22.31%) PostgreSQL
5 69 (18.11%) Amazon RDS
6 62 (16.27%) SQL Server
7 53 (13.91%) MySQL
8 50 (13.12%) BigQuery
9 44 (11.55%) Apache Cassandra
10 43 (11.29%) SQL Server Integration Services
11 41 (10.76%) Looker
12 40 (10.50%) NoSQL
13 35 (9.19%) Power BI
13 35 (9.19%) Relational Database
14 31 (8.14%) MongoDB
14 31 (8.14%) QlikView
15 29 (7.61%) Apache Hive
16 25 (6.56%) Amazon DynamoDB
17 24 (6.30%) SQL Server Reporting Services
18 23 (6.04%) Qlik Sense
Development Applications
1 44 (11.55%) Git (software)
2 23 (6.04%) Talend Open Studio
3 21 (5.51%) Jenkins
4 13 (3.41%) JIRA
5 11 (2.89%) Maven
6 8 (2.10%) Bitbucket
7 6 (1.57%) Selenium
8 5 (1.31%) Cucumber
8 5 (1.31%) GoCD
8 5 (1.31%) JUnit
8 5 (1.31%) Subversion
8 5 (1.31%) webpack
9 4 (1.05%) Atlassian Bamboo
9 4 (1.05%) Jasmine
9 4 (1.05%) Karma Test Runner
9 4 (1.05%) NUnit
9 4 (1.05%) Spock
10 3 (0.79%) Sonatype Nexus
10 3 (0.79%) TeamCity
11 2 (0.52%) TestRail
General
1 52 (13.65%) Marketing
2 34 (8.92%) Finance
3 16 (4.20%) Retail
4 14 (3.67%) Advertising
5 12 (3.15%) Electronics
6 8 (2.10%) Telecoms
7 7 (1.84%) Banking
8 6 (1.57%) Games
8 6 (1.57%) Manufacturing
9 5 (1.31%) Pharmaceutical
10 4 (1.05%) Legal
10 4 (1.05%) Publishing
11 3 (0.79%) Digital Economy
12 2 (0.52%) Multimedia
13 1 (0.26%) Aerospace
13 1 (0.26%) Automotive
Job Titles
1 119 (31.23%) Developer
2 74 (19.42%) Data Engineer
3 45 (11.81%) Data Scientist
4 39 (10.24%) Java Developer
5 36 (9.45%) Business Intelligence Developer
6 33 (8.66%) Analyst
7 31 (8.14%) AWS Engineer
8 27 (7.09%) Senior Developer
9 22 (5.77%) Junior
10 18 (4.72%) C# Developer
10 18 (4.72%) Junior Developer
10 18 (4.72%) Scala Developer
10 18 (4.72%) Software Engineer
11 17 (4.46%) QlikView Developer
11 17 (4.46%) Senior Data Engineer
12 16 (4.20%) Data Analyst
12 16 (4.20%) Senior Java Developer
13 15 (3.94%) Java Scala Developer
14 14 (3.67%) Cloud Engineer
14 14 (3.67%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 62 (16.27%) Web Services
2 58 (15.22%) Kafka
3 50 (13.12%) .NET
4 42 (11.02%) Node.js
5 31 (8.14%) HTML
6 30 (7.87%) ASP.NET
7 27 (7.09%) Pandas
8 23 (6.04%) CSS
8 23 (6.04%) scikit-learn
9 21 (5.51%) HTML5
9 21 (5.51%) Spring
10 20 (5.25%) AngularJS
11 19 (4.99%) jQuery
12 18 (4.72%) Hibernate
13 17 (4.46%) MLlib
14 14 (3.67%) D3.js
15 13 (3.41%) NumPy
15 13 (3.41%) React
16 12 (3.15%) Natural Language Processing
16 12 (3.15%) Spring MVC
Miscellaneous
1 61 (16.01%) Analytical Skills
2 58 (15.22%) Computer Science
3 27 (7.09%) Data Structures
4 26 (6.82%) Algorithms
5 20 (5.25%) User Experience
6 14 (3.67%) Fintech
7 12 (3.15%) Life Science
8 11 (2.89%) Clustering
9 10 (2.62%) Enterprise Software
10 7 (1.84%) Data Centre
10 7 (1.84%) Foreign Exchange (FX)
10 7 (1.84%) Internet of Things
10 7 (1.84%) Linux Command Line
11 6 (1.57%) Digital TV
11 6 (1.57%) Greenfield Project
12 5 (1.31%) BBC
12 5 (1.31%) Mobile App
12 5 (1.31%) STB
13 4 (1.05%) Management Information System
14 3 (0.79%) PDA
Operating Systems
1 35 (9.19%) Linux
2 24 (6.30%) Unix
3 10 (2.62%) Android
4 7 (1.84%) CentOS
5 6 (1.57%) Red Hat Enterprise Linux
6 5 (1.31%) Apple iOS
6 5 (1.31%) Windows
7 4 (1.05%) Ubuntu
8 2 (0.52%) Windows Server
9 1 (0.26%) Windows Server 2008
9 1 (0.26%) Windows Server 2012
Processes & Methodologies
1 165 (43.31%) Analytics
2 142 (37.27%) Agile Software Development
3 120 (31.50%) Business Intelligence
4 118 (30.97%) ETL
5 109 (28.61%) Machine Learning
6 71 (18.64%) Visualisation
7 70 (18.37%) Open Source
8 64 (16.80%) Software Engineering
9 60 (15.75%) Data Modelling
10 53 (13.91%) Scrum
11 45 (11.81%) Data Visualisation
12 44 (11.55%) Statistics
13 43 (11.29%) TDD
14 41 (10.76%) DevOps
15 39 (10.24%) Continuous Integration
16 38 (9.97%) Data Engineering
17 35 (9.19%) MapReduce
18 34 (8.92%) Dimensional Modelling
18 34 (8.92%) Microservices
19 32 (8.40%) Test Automation
Programming Languages
1 206 (54.07%) SQL
2 196 (51.44%) Python
3 118 (30.97%) Java
4 80 (21.00%) Scala
5 57 (14.96%) C#
6 55 (14.44%) R
7 39 (10.24%) JavaScript
8 26 (6.82%) Ruby
9 22 (5.77%) Clojure
10 15 (3.94%) Go
10 15 (3.94%) Haskell
11 13 (3.41%) T-SQL
12 9 (2.36%) Bash Shell
12 9 (2.36%) PHP
13 8 (2.10%) ES6
13 8 (2.10%) F#
14 6 (1.57%) TypeScript
15 5 (1.31%) Objective-C
15 5 (1.31%) Perl
16 4 (1.05%) VB.NET
Qualifications
1 66 (17.32%) Degree
2 29 (7.61%) Computer Science Degree
3 12 (3.15%) Master's Degree
4 10 (2.62%) PhD
5 2 (0.52%) Numerate Degree
6 1 (0.26%) MBA
Quality Assurance & Compliance
1 23 (6.04%) Data Quality
2 14 (3.67%) QA
3 6 (1.57%) ISO/IEC 27001
4 4 (1.05%) ISO 9001
4 4 (1.05%) PCI DSS
5 3 (0.79%) GDPR
6 2 (0.52%) GCP
7 1 (0.26%) SLA
System Software
1 52 (13.65%) Docker
2 10 (2.62%) HDFS
3 4 (1.05%) Active Directory
4 1 (0.26%) Apache Flume
4 1 (0.26%) Apache ZooKeeper
4 1 (0.26%) Hyper-V
4 1 (0.26%) Kamailio
Systems Management
1 22 (5.77%) Ansible
2 15 (3.94%) Terraform
3 11 (2.89%) Kubernetes
4 8 (2.10%) Kibana
5 7 (1.84%) Opscode Chef
6 6 (1.57%) logstash
7 5 (1.31%) Puppet
8 4 (1.05%) Graphite
8 4 (1.05%) Mesos
9 3 (0.79%) Data Guard
9 3 (0.79%) Nagios
9 3 (0.79%) Oracle Enterprise Manager
9 3 (0.79%) Oracle RMAN
10 2 (0.52%) Oozie
10 2 (0.52%) Rancher
11 1 (0.26%) Consul
11 1 (0.26%) Grafana
11 1 (0.26%) Hadoop YARN
11 1 (0.26%) Packer
11 1 (0.26%) Riemann
Vendors
1 75 (19.69%) Tableau
2 49 (12.86%) Oracle
3 40 (10.50%) Google
4 36 (9.45%) Microsoft
5 30 (7.87%) Alteryx
6 25 (6.56%) SAP
7 23 (6.04%) Talend
8 16 (4.20%) Cloudera
9 14 (3.67%) Teradata
10 13 (3.41%) Informatica
10 13 (3.41%) Salesforce.com
11 11 (2.89%) Birst
11 11 (2.89%) Netezza
12 10 (2.62%) Adobe
13 9 (2.36%) Twitter
14 8 (2.10%) Conga
14 8 (2.10%) DocuSign
14 8 (2.10%) MuleSoft
14 8 (2.10%) PagerDuty
15 7 (1.84%) SnapLogic