Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 511 721 824
Rank change year-on-year +210 +103 +140
Permanent jobs citing Amazon Redshift 710 449 327
As % of all permanent IT jobs advertised in England 0.53% 0.28% 0.20%
As % of the Database & Business Intelligence category 1.89% 0.91% 0.67%
Number of salaries quoted 564 370 275
England median annual salary £72,500 £62,500 £65,000
Median salary % change year-on-year +16.00% -3.85% +13.04%
10th Percentile £45,000 £34,875 £43,000
90th Percentile £110,000 £88,875 £83,750
UK median annual salary £72,500 £62,000 £65,000
% change year-on-year +16.94% -4.62% +13.04%

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 37,606 49,613 48,969
As % of all permanent IT jobs advertised in England 27.97% 30.74% 30.69%
Number of salaries quoted 30,965 40,957 42,004
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £86,250 £81,250 £77,500
UK median annual salary £52,095 £50,000 £47,500
% change year-on-year +4.19% +5.26% -

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 24 May 2019.

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 24 May 2019. 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 +217 520 £80,000 +18.52% 21
Midlands +88 63 £55,000 +117.82% 5
West Midlands +61 52 £55,000 +144.44% 5
North of England +49 52 £55,000 +10.00% 6
South East +39 41 £75,000 +130.77% 5
North West +30 36 £62,500 +31.58% 4
South West -12 29 £51,250 +2.50% 1
East of England +43 12 £51,000 -29.66% 2
East Midlands +48 11 £50,000 +78.57%
Yorkshire - 11 £45,000 - 1
North East +18 5 £55,000 -4.35% 1
Amazon Redshift
UK

For the 6 months to 24 May 2019, IT jobs citing Amazon Redshift 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 England region with a requirement for Amazon Redshift.

1 640 (90.14%) Amazon AWS
2 441 (62.11%) Agile Software Development
3 397 (55.92%) Java
4 384 (54.08%) Python
5 321 (45.21%) SQL
6 299 (42.11%) Big Data
7 289 (40.70%) Hadoop
8 282 (39.72%) Analytics
9 271 (38.17%) Apache Spark
10 253 (35.63%) Software Engineering
11 214 (30.14%) Scrum
11 214 (30.14%) DevOps
12 207 (29.15%) Kafka
13 206 (29.01%) Microsoft Azure
14 193 (27.18%) Data Warehouse
15 190 (26.76%) NoSQL
16 186 (26.20%) Business Intelligence
16 186 (26.20%) Web Services
17 185 (26.06%) Scala
18 180 (25.35%) Terraform
19 176 (24.79%) Amazon S3
19 176 (24.79%) ETL
20 163 (22.96%) Google Cloud Platform
21 162 (22.82%) Cloudera
22 156 (21.97%) Data Science
23 155 (21.83%) Finance
24 152 (21.41%) Amazon EC2
25 148 (20.85%) Elasticsearch
25 148 (20.85%) AWS Lambda
26 146 (20.56%) HBase

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
1 271 (38.17%) Apache Spark
2 148 (20.85%) Elasticsearch
3 94 (13.24%) Apache Pig
4 66 (9.30%) SAS
5 49 (6.90%) Apache
6 38 (5.35%) Apache Solr
7 9 (1.27%) Adobe Experience Manager
7 9 (1.27%) Apache Airflow
8 8 (1.13%) Confluence
9 6 (0.85%) Jupyter
10 5 (0.70%) Luigi
11 3 (0.42%) IIS
12 1 (0.14%) Anypoint
12 1 (0.14%) Cloud Foundry
12 1 (0.14%) Tomcat
Applications
1 14 (1.97%) Microsoft Office
2 8 (1.13%) Microsoft Excel
3 4 (0.56%) Microsoft PowerPoint
4 2 (0.28%) Mingle
4 2 (0.28%) Photoshop
4 2 (0.28%) ZBrush
5 1 (0.14%) 3ds Max
5 1 (0.14%) Adobe After Effects
5 1 (0.14%) Adobe Illustrator
5 1 (0.14%) CINEMA 4D
5 1 (0.14%) Maya
5 1 (0.14%) MODO
5 1 (0.14%) SPSS
Business Applications
1 5 (0.70%) Dynamics CRM
2 2 (0.28%) Infor M3
2 2 (0.28%) SAP ERP
3 1 (0.14%) Eloqua
3 1 (0.14%) SAP MDG
Cloud Services
1 640 (90.14%) Amazon AWS
2 206 (29.01%) Microsoft Azure
3 176 (24.79%) Amazon S3
4 163 (22.96%) Google Cloud Platform
5 152 (21.41%) Amazon EC2
6 148 (20.85%) AWS Lambda
7 145 (20.42%) Serverless
8 95 (13.38%) Amazon EMR
9 72 (10.14%) AWS Elastic Beanstalk
10 70 (9.86%) Amazon SQS
11 67 (9.44%) Power Platform
12 65 (9.15%) AWS CloudFormation
13 61 (8.59%) Amazon Kinesis
14 26 (3.66%) OpenShift
15 25 (3.52%) Cloud Computing
16 20 (2.82%) PaaS
17 17 (2.39%) GitHub
18 14 (1.97%) Amazon ELB
19 13 (1.83%) AWS Fargate
20 11 (1.55%) AWS Data Pipeline
Communications & Networking
1 24 (3.38%) Internet
2 11 (1.55%) FTP
2 11 (1.55%) HTTP
3 10 (1.41%) SMTP
3 10 (1.41%) SSH
4 9 (1.27%) MQTT
5 7 (0.99%) Network Security
6 3 (0.42%) DNS
7 2 (0.28%) VPN
8 1 (0.14%) Firewall
8 1 (0.14%) TCP/IP
Database & Business Intelligence
1 299 (42.11%) Big Data
2 289 (40.70%) Hadoop
3 193 (27.18%) Data Warehouse
4 190 (26.76%) NoSQL
5 146 (20.56%) HBase
6 143 (20.14%) Apache Cassandra
7 136 (19.15%) Apache Hive
8 116 (16.34%) Amazon RDS
9 115 (16.20%) Flink
10 111 (15.63%) SQL Server
11 101 (14.23%) Impala
11 101 (14.23%) PostgreSQL
12 96 (13.52%) MySQL
13 95 (13.38%) BigQuery
14 94 (13.24%) Pentaho
15 77 (10.85%) Couchbase
15 77 (10.85%) CouchDB
16 68 (9.58%) MongoDB
17 67 (9.44%) Power BI
18 63 (8.87%) BusinessObjects
Development Applications
1 117 (16.48%) Jenkins
2 104 (14.65%) Git (software)
3 76 (10.70%) Artifactory
4 59 (8.31%) JIRA
5 57 (8.03%) Bitbucket
6 55 (7.75%) Maven
7 29 (4.08%) Selenium
8 28 (3.94%) GitLab
9 10 (1.41%) Hudson
9 10 (1.41%) Travis CI
10 9 (1.27%) TeamCity
11 8 (1.13%) Atlassian Bamboo
12 3 (0.42%) Cucumber
12 3 (0.42%) JUnit
12 3 (0.42%) Visual Studio
13 2 (0.28%) Bitbucket Server
13 2 (0.28%) Mocha
13 2 (0.28%) Octopus Deploy
13 2 (0.28%) Sonatype Nexus
13 2 (0.28%) Vagrant
General
1 155 (21.83%) Finance
2 35 (4.93%) Marketing
3 34 (4.79%) Publishing
4 31 (4.37%) Banking
4 31 (4.37%) Retail
5 30 (4.23%) Law
6 26 (3.66%) Games
7 24 (3.38%) Front Office
8 18 (2.54%) Manufacturing
9 14 (1.97%) Pharmaceutical
10 11 (1.55%) Electronics
11 9 (1.27%) Telecoms
12 2 (0.28%) Advertising
12 2 (0.28%) Automotive
12 2 (0.28%) Corporate Banking
13 1 (0.14%) Retail Banking
Job Titles
1 163 (22.96%) Developer
2 155 (21.83%) Data Engineer
3 94 (13.24%) Software Engineer
4 91 (12.82%) Architect
5 80 (11.27%) Data Architect
6 79 (11.13%) AWS Developer
7 70 (9.86%) AWS Engineer
8 67 (9.44%) Big Data Engineer
9 61 (8.59%) Java Engineer
9 61 (8.59%) Java Software Engineer
10 56 (7.89%) Analyst
11 52 (7.32%) Big Data Architect
12 50 (7.04%) Java Developer
13 46 (6.48%) Senior Data Engineer
14 41 (5.77%) Business Intelligence Developer
15 39 (5.49%) Data Scientist
16 37 (5.21%) Java Software Developer
17 33 (4.65%) J2EE Developer
17 33 (4.65%) Java/J2EE Developer
17 33 (4.65%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 207 (29.15%) Kafka
2 186 (26.20%) Web Services
3 75 (10.56%) React
4 67 (9.44%) J2EE
5 62 (8.73%) RESTful
6 59 (8.31%) .NET
7 56 (7.89%) AngularJS
8 48 (6.76%) Spark Streaming
8 48 (6.76%) Spring
9 44 (6.20%) J2SE
10 30 (4.23%) Node.js
11 27 (3.80%) Vue.js
12 25 (3.52%) ASP.NET
13 17 (2.39%) LAMP
13 17 (2.39%) LAPP Stack
14 15 (2.11%) CSS
14 15 (2.11%) Elastic Stack
14 15 (2.11%) NumPy
15 14 (1.97%) D3.js
15 14 (1.97%) HTML
Miscellaneous
1 42 (5.92%) Fintech
2 41 (5.77%) Algorithms
3 39 (5.49%) Analytical Skills
4 33 (4.65%) Data Structures
5 30 (4.23%) Mobile App
6 20 (2.82%) Fixed Income
7 17 (2.39%) Derivative
8 16 (2.25%) Cloud Native
9 14 (1.97%) Clustering
9 14 (1.97%) Equities
9 14 (1.97%) Foreign Exchange (FX)
9 14 (1.97%) Greenfield Project
10 13 (1.83%) Life Science
11 12 (1.69%) Management Information System
12 10 (1.41%) Reinsurance
13 8 (1.13%) Smart Home
14 7 (0.99%) Data Centre
14 7 (0.99%) Enterprise Software
14 7 (0.99%) Self-Motivation
14 7 (0.99%) User Experience
Operating Systems
1 74 (10.42%) Linux
2 73 (10.28%) Unix
3 15 (2.11%) Apple iOS
4 14 (1.97%) Red Hat Enterprise Linux
5 11 (1.55%) CentOS
5 11 (1.55%) Ubuntu
6 5 (0.70%) Android
6 5 (0.70%) Windows
7 1 (0.14%) Windows Server
Processes & Methodologies
1 441 (62.11%) Agile Software Development
2 282 (39.72%) Analytics
3 253 (35.63%) Software Engineering
4 214 (30.14%) DevOps
4 214 (30.14%) Scrum
5 186 (26.20%) Business Intelligence
6 176 (24.79%) ETL
7 156 (21.97%) Data Science
8 127 (17.89%) MapReduce
9 122 (17.18%) Data Analytics
10 105 (14.79%) Machine Learning
11 101 (14.23%) Kanban
12 99 (13.94%) Data Modelling
12 99 (13.94%) Visualisation
13 92 (12.96%) Computer Science
13 92 (12.96%) Data Engineering
14 90 (12.68%) Microservices
15 80 (11.27%) Continuous Integration
16 75 (10.56%) Asset Management
17 69 (9.72%) Mathematics
Programming Languages
1 397 (55.92%) Java
2 384 (54.08%) Python
3 321 (45.21%) SQL
4 185 (26.06%) Scala
5 78 (10.99%) C#
6 77 (10.85%) JavaScript
7 58 (8.17%) R
8 37 (5.21%) PL/SQL
9 21 (2.96%) C++
9 21 (2.96%) TypeScript
10 17 (2.39%) Ruby
10 17 (2.39%) Shell Script
11 15 (2.11%) Go
12 14 (1.97%) Bash Shell
12 14 (1.97%) T-SQL
13 13 (1.83%) Clojure
14 11 (1.55%) PHP
15 10 (1.41%) C
16 9 (1.27%) Perl
17 6 (0.85%) MATLAB
Qualifications
1 89 (12.54%) Degree
2 60 (8.45%) Computer Science Degree
3 49 (6.90%) Numerate Degree
4 18 (2.54%) AWS Certification
5 15 (2.11%) Security Cleared
6 12 (1.69%) Master's Degree
7 8 (1.13%) MCP
7 8 (1.13%) SC Cleared
8 7 (0.99%) MCSA
8 7 (0.99%) MCSE
8 7 (0.99%) Microsoft Certification
8 7 (0.99%) PhD
Quality Assurance & Compliance
1 26 (3.66%) Data Quality
2 14 (1.97%) ISO/IEC 27001
3 13 (1.83%) QA
4 7 (0.99%) GDPR
5 6 (0.85%) ISO 9001
6 3 (0.42%) COBIT
6 3 (0.42%) MiFID
System Software
1 136 (19.15%) Docker
2 86 (12.11%) Apache Flume
3 17 (2.39%) Apache ZooKeeper
4 15 (2.11%) HDFS
5 7 (0.99%) Active Directory
6 5 (0.70%) Virtual Servers
7 1 (0.14%) iptables
Systems Management
1 180 (25.35%) Terraform
2 107 (15.07%) Ansible
3 93 (13.10%) Oozie
4 84 (11.83%) Hadoop YARN
5 78 (10.99%) Kubernetes
6 25 (3.52%) Opscode Chef
7 24 (3.38%) Puppet
8 20 (2.82%) Kibana
9 17 (2.39%) Salt
10 4 (0.56%) logstash
11 3 (0.42%) Ambari
11 3 (0.42%) Mesos
11 3 (0.42%) Prometheus
12 2 (0.28%) Nagios
12 2 (0.28%) Packer
12 2 (0.28%) Red Hat Spacewalk
13 1 (0.14%) Grafana
13 1 (0.14%) Graphite
13 1 (0.14%) Graylog
13 1 (0.14%) Icinga
Vendors
1 162 (22.82%) Cloudera
2 122 (17.18%) Tableau
3 117 (16.48%) Oracle
4 111 (15.63%) Google
5 85 (11.97%) Talend
6 84 (11.83%) Hortonworks
7 81 (11.41%) Databricks
8 77 (10.85%) MapR
9 68 (9.58%) Microsoft
10 65 (9.15%) Informatica
11 49 (6.90%) SAP
12 46 (6.48%) IBM
13 30 (4.23%) Teradata
13 30 (4.23%) Vertica
14 25 (3.52%) Greenplum
15 23 (3.24%) Birst
16 20 (2.82%) TIBCO
17 17 (2.39%) HP
17 17 (2.39%) Red Hat
18 16 (2.25%) SaltStack