Period
to 17 June 2018

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 17 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 743 802 985
Rank change year-on-year +59 +183 +129
Permanent jobs citing Amazon Redshift 477 379 323
As % of all permanent IT jobs advertised in the UK 0.28% 0.22% 0.16%
As % of the Database & Business Intelligence category 0.91% 0.72% 0.53%
Number of salaries quoted 380 304 254
UK median annual salary £62,500 £62,500 £57,500
Median salary % change year-on-year - +8.70% -4.17%
10th Percentile £36,250 £37,500 £38,750
90th Percentile £87,625 £83,750 £78,375
UK excluding London median annual salary £50,000 £48,250 £44,500
% change year-on-year +3.63% +8.43% -11.88%

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 52,626 52,984 61,472
As % of all permanent IT jobs advertised in the UK 30.63% 30.82% 30.61%
Number of salaries quoted 43,167 44,808 52,298
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +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 17 June 2018.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 15 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 17 June 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
England +71 449 £62,500 -1.38% 73
London -25 265 £67,500 +3.85% 58
UK excluding London +144 209 £50,000 +3.63% 17
South West +46 69 £50,000 -23.08% 3
East of England +39 49 £72,500 +72.62% 3
North of England +18 37 £50,000 +66.67% 6
North West +16 28 £50,000 +73.91% 6
South East +15 27 £35,000 -39.13% 2
Scotland -11 22 £52,500 -16.00%
North East - 7 £57,500 -
Wales +4 3 £40,000 +6.67% 1
Yorkshire +26 2 £42,500 +6.25%
Midlands - 2 £28,000 - 1
East Midlands - 1 £28,000 -
West Midlands - 1 - - 1

For the 6 months to 17 June 2018, 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 with a requirement for Amazon Redshift.

1 399 (83.65%) Amazon AWS
2 285 (59.75%) SQL
3 264 (55.35%) Python
4 249 (52.20%) Big Data
5 225 (47.17%) Apache Spark
6 213 (44.65%) Agile Software Development
7 202 (42.35%) Analytics
8 191 (40.04%) ETL
9 172 (36.06%) Hadoop
10 144 (30.19%) Microsoft Azure
11 143 (29.98%) Java
12 141 (29.56%) Business Intelligence
13 132 (27.67%) Data Warehouse
14 130 (27.25%) Kafka
15 124 (26.00%) Software Engineering
16 122 (25.58%) Amazon Kinesis
17 121 (25.37%) NoSQL
18 119 (24.95%) Linux
19 111 (23.27%) Amazon EMR
20 109 (22.85%) DevOps
21 107 (22.43%) Data Science
22 105 (22.01%) Tableau
22 105 (22.01%) SQL Server
23 102 (21.38%) PostgreSQL
23 102 (21.38%) Machine Learning
23 102 (21.38%) Amazon S3
24 90 (18.87%) Apache Hive
25 89 (18.66%) Scala
26 87 (18.24%) Docker
27 81 (16.98%) MySQL

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
1 225 (47.17%) Apache Spark
2 57 (11.95%) Elasticsearch
3 46 (9.64%) Apache Pig
4 32 (6.71%) SAS
5 22 (4.61%) Confluence
6 15 (3.14%) Apache
7 10 (2.10%) Tomcat
8 9 (1.89%) Apache Solr
9 8 (1.68%) MS Exchange
10 3 (0.63%) Apache Airflow
10 3 (0.63%) WildFly
11 2 (0.42%) Jupyter
11 2 (0.42%) Luigi
11 2 (0.42%) SugarCRM
12 1 (0.21%) Adobe Experience Manager
12 1 (0.21%) Anypoint
12 1 (0.21%) IIS
12 1 (0.21%) nginx
Applications
1 9 (1.89%) Microsoft Excel
2 6 (1.26%) SPSS
3 5 (1.05%) Microsoft Office
4 3 (0.63%) Microsoft PowerPoint
4 3 (0.63%) Stata
5 1 (0.21%) MS Visio
Business Applications
1 1 (0.21%) Eloqua
Cloud Services
1 399 (83.65%) Amazon AWS
2 144 (30.19%) Microsoft Azure
3 122 (25.58%) Amazon Kinesis
4 111 (23.27%) Amazon EMR
5 102 (21.38%) Amazon S3
6 68 (14.26%) Amazon EC2
7 52 (10.90%) Google Cloud Platform
8 44 (9.22%) Serverless
9 42 (8.81%) AWS Lambda
10 40 (8.39%) GitHub
11 18 (3.77%) Heroku
12 17 (3.56%) IBM Cloud
13 16 (3.35%) AWS Elastic Beanstalk
14 14 (2.94%) AWS CloudFormation
15 13 (2.73%) Cloud Computing
16 11 (2.31%) SaaS
17 9 (1.89%) Amazon SQS
18 8 (1.68%) Adobe Analytics
18 8 (1.68%) Amazon ELB
18 8 (1.68%) Office 365
Communications & Networking
1 12 (2.52%) HTTP
2 11 (2.31%) SMS
3 8 (1.68%) LAN
3 8 (1.68%) WAN
4 5 (1.05%) MQTT
5 3 (0.63%) Internet
5 3 (0.63%) Kerberos
6 1 (0.21%) Wireshark
Database & Business Intelligence
1 249 (52.20%) Big Data
2 172 (36.06%) Hadoop
3 132 (27.67%) Data Warehouse
4 121 (25.37%) NoSQL
5 105 (22.01%) SQL Server
6 102 (21.38%) PostgreSQL
7 90 (18.87%) Apache Hive
8 81 (16.98%) MySQL
9 71 (14.88%) Relational Database
10 69 (14.47%) Apache Cassandra
11 68 (14.26%) Impala
11 68 (14.26%) Power BI
12 64 (13.42%) MongoDB
13 63 (13.21%) HBase
14 57 (11.95%) Amazon Athena
15 53 (11.11%) SQL Server Integration Services
16 41 (8.60%) Sqoop
17 40 (8.39%) Spotfire
18 37 (7.76%) RDBMS
19 36 (7.55%) Amazon RDS
Development Applications
1 56 (11.74%) Git (software)
2 49 (10.27%) JIRA
3 44 (9.22%) Jenkins
4 25 (5.24%) Atlassian Bamboo
5 23 (4.82%) TeamCity
6 22 (4.61%) Cucumber
7 16 (3.35%) Vagrant
8 13 (2.73%) JUnit
9 12 (2.52%) Octopus Deploy
9 12 (2.52%) Selenium
10 10 (2.10%) GitLab
11 8 (1.68%) Bitbucket
12 7 (1.47%) Grunt
12 7 (1.47%) gulp
12 7 (1.47%) webpack
13 6 (1.26%) Gradle
13 6 (1.26%) Liquibase
14 5 (1.05%) ERwin
14 5 (1.05%) SQL Server Management Studio (SSMS)
15 4 (0.84%) CircleCI
General
1 71 (14.88%) Finance
2 33 (6.92%) Marketing
3 24 (5.03%) Retail
4 12 (2.52%) Back Office
4 12 (2.52%) Banking
5 10 (2.10%) Electronics
5 10 (2.10%) Games
6 9 (1.89%) Manufacturing
7 8 (1.68%) Advertising
8 2 (0.42%) Law
8 2 (0.42%) Legal
8 2 (0.42%) Military
8 2 (0.42%) Publishing
8 2 (0.42%) Telecoms
9 1 (0.21%) Digital Economy
9 1 (0.21%) Music Industry
9 1 (0.21%) Pharmaceutical
Job Titles
1 125 (26.21%) Data Engineer
2 104 (21.80%) Developer
3 58 (12.16%) AWS Engineer
4 55 (11.53%) Architect
5 46 (9.64%) Data Architect
6 41 (8.60%) Data Scientist
7 37 (7.76%) Big Data Architect
8 36 (7.55%) Senior Developer
9 35 (7.34%) Business Intelligence Developer
9 35 (7.34%) Senior Data Engineer
10 30 (6.29%) Software Engineer
11 28 (5.87%) Big Data Engineer
11 28 (5.87%) DevOps Engineer
12 27 (5.66%) Hadoop Engineer
13 25 (5.24%) Analyst
14 23 (4.82%) DBA
15 21 (4.40%) Cloud Architect
16 20 (4.19%) Data Analytics Architect
17 19 (3.98%) Technical Architect
18 18 (3.77%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 130 (27.25%) Kafka
2 60 (12.58%) Web Services
3 57 (11.95%) .NET
4 42 (8.81%) HTML
5 34 (7.13%) Pandas
6 32 (6.71%) Spark Streaming
7 31 (6.50%) CSS
8 29 (6.08%) Node.js
9 28 (5.87%) AngularJS
10 27 (5.66%) REST
11 26 (5.45%) React
12 22 (4.61%) Apache Avro
13 21 (4.40%) JSON
14 20 (4.19%) MLlib
15 18 (3.77%) Natural Language Processing
15 18 (3.77%) Spring
16 16 (3.35%) Elastic Stack
17 13 (2.73%) HTML5
17 13 (2.73%) Vue (Vue.js)
18 12 (2.52%) Redux
Miscellaneous
1 48 (10.06%) Analytical Skills
2 42 (8.81%) Algorithms
3 34 (7.13%) Computer Science
4 25 (5.24%) Clustering
5 22 (4.61%) User Experience
6 15 (3.14%) Fintech
7 13 (2.73%) Management Information System
8 12 (2.52%) Greenfield Project
9 11 (2.31%) Data Centre
9 11 (2.31%) Data Structures
10 10 (2.10%) Tandem
11 9 (1.89%) Blog
12 8 (1.68%) Self-Motivation
13 7 (1.47%) Derivative
13 7 (1.47%) Digital Media
14 5 (1.05%) Enterprise Software
15 4 (0.84%) Internet of Things
15 4 (0.84%) Linux Command Line
15 4 (0.84%) Replication
16 3 (0.63%) Cloud Native
Operating Systems
1 119 (24.95%) Linux
2 27 (5.66%) Unix
2 27 (5.66%) Windows
3 13 (2.73%) Ubuntu
3 13 (2.73%) Windows Server
4 7 (1.47%) CentOS
5 2 (0.42%) Android
6 1 (0.21%) Apple iOS
6 1 (0.21%) Debian
6 1 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 213 (44.65%) Agile Software Development
2 202 (42.35%) Analytics
3 191 (40.04%) ETL
4 141 (29.56%) Business Intelligence
5 124 (26.00%) Software Engineering
6 109 (22.85%) DevOps
7 107 (22.43%) Data Science
8 102 (21.38%) Machine Learning
9 75 (15.72%) Scrum
10 71 (14.88%) Data Analytics
11 61 (12.79%) Data Modelling
12 60 (12.58%) Open Source
12 60 (12.58%) Visualisation
13 53 (11.11%) TDD
14 51 (10.69%) Artificial Intelligence
14 51 (10.69%) Continuous Integration
15 48 (10.06%) MapReduce
16 47 (9.85%) Data Visualisation
17 46 (9.64%) Data Engineering
18 38 (7.97%) Data Analysis
Programming Languages
1 285 (59.75%) SQL
2 264 (55.35%) Python
3 143 (29.98%) Java
4 89 (18.66%) Scala
5 71 (14.88%) C#
6 47 (9.85%) R
7 43 (9.01%) JavaScript
8 23 (4.82%) T-SQL
9 22 (4.61%) Ruby
10 14 (2.94%) Bash Shell
11 12 (2.52%) Java 8
11 12 (2.52%) Shell Script
12 10 (2.10%) C++
12 10 (2.10%) PowerShell
13 7 (1.47%) Apex Code
13 7 (1.47%) PHP
14 5 (1.05%) C
14 5 (1.05%) Go
14 5 (1.05%) TypeScript
14 5 (1.05%) VBA
Qualifications
1 43 (9.01%) Degree
2 19 (3.98%) Security Cleared
3 17 (3.56%) AWS Certification
4 16 (3.35%) PhD
5 13 (2.73%) Computer Science Degree
6 12 (2.52%) SC Cleared
7 11 (2.31%) ISTQB
8 10 (2.10%) Master's Degree
9 8 (1.68%) CCNA
9 8 (1.68%) Cisco Certification
10 5 (1.05%) TOGAF Certification
11 3 (0.63%) DV Cleared
12 2 (0.42%) Numerate Degree
12 2 (0.42%) Oracle Certification
13 1 (0.21%) ITIL Foundation Certificate
13 1 (0.21%) MCSA
13 1 (0.21%) MCSD
13 1 (0.21%) Microsoft Certification
13 1 (0.21%) OCP
Quality Assurance & Compliance
1 34 (7.13%) QA
2 17 (3.56%) Data Quality
3 14 (2.94%) GDPR
4 3 (0.63%) SLA
5 2 (0.42%) GCP
5 2 (0.42%) ISO/IEC 27001
System Software
1 87 (18.24%) Docker
2 61 (12.79%) HDFS
3 29 (6.08%) Apache Flume
4 15 (3.14%) VirtualBox
5 5 (1.05%) Active Directory
6 2 (0.42%) Oracle RAC
7 1 (0.21%) Apache ZooKeeper
7 1 (0.21%) Oracle Clusterware
Systems Management
1 43 (9.01%) Oozie
1 43 (9.01%) Terraform
2 36 (7.55%) Ansible
3 34 (7.13%) Kubernetes
4 26 (5.45%) Opscode Chef
5 15 (3.14%) Docker Swarm
5 15 (3.14%) Puppet
6 14 (2.94%) Mesos
7 13 (2.73%) Hadoop YARN
8 9 (1.89%) Packer
9 5 (1.05%) Kibana
9 5 (1.05%) logstash
10 4 (0.84%) CloudHub
11 3 (0.63%) Failover Clustering
11 3 (0.63%) Systems Management Server (SMS)
11 3 (0.63%) Xymon
11 3 (0.63%) ZABBIX
12 2 (0.42%) Data Guard
12 2 (0.42%) Nagios
12 2 (0.42%) Oracle RMAN
Vendors
1 105 (22.01%) Tableau
2 62 (13.00%) Google
3 55 (11.53%) Microsoft
4 53 (11.11%) Talend
5 49 (10.27%) Oracle
6 46 (9.64%) SAP
7 41 (8.60%) Cloudera
8 40 (8.39%) Informatica
9 33 (6.92%) IBM
10 23 (4.82%) MicroStrategy
11 21 (4.40%) Vertica
12 19 (3.98%) Atlassian
13 17 (3.56%) Hortonworks
13 17 (3.56%) Salesforce.com
14 16 (3.35%) Greenplum
15 14 (2.94%) HP
15 14 (2.94%) Teradata
15 14 (2.94%) TIBCO
16 11 (2.31%) New Relic
17 8 (1.68%) VMware