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

Amazon Redshift
UK
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 757 827 1099
Rank change year-on-year +70 +272 +56
Permanent jobs citing Amazon Redshift 416 351 184
As % of all permanent IT jobs advertised in the UK 0.24% 0.20% 0.090%
As % of the Database & Business Intelligence category 0.79% 0.66% 0.28%
Number of salaries quoted 335 314 161
UK median annual salary £60,000 £62,500 £55,000
Median salary % change year-on-year -4.00% +13.64% -8.33%
10th Percentile £37,500 £37,500 £40,000
90th Percentile £97,500 £86,250 £86,250
UK excluding London median annual salary £50,000 £52,500 £43,500
% change year-on-year -4.76% +20.69% +5.45%

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 52,836 53,088 65,008
As % of all permanent IT jobs advertised in the UK 30.51% 29.85% 31.63%
Number of salaries quoted 43,759 45,430 54,939
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.69%
10th Percentile £30,000 £29,375 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 January 2018.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 16 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 January 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 +43 382 £60,000 -4.00% 82
London +26 262 £67,500 - 60
UK excluding London +79 154 £50,000 -4.76% 23
South West +62 63 £50,000 -39.39% 7
Scotland -10 28 £45,000 +12.50% 1
East of England +27 21 £55,000 -15.38% 3
North of England -18 17 £45,500 -13.33% 11
South East +29 15 £30,000 -47.83% 1
North West -24 13 £45,000 -18.18% 11
Midlands +10 4 £37,500 -19.35%
Wales - 4 £42,500 -
Yorkshire +23 3 £100,000 +122.22%
West Midlands 0 3 £41,250 -11.29%
Northern Ireland - 2 £32,500 -
North East -19 1 £46,000 +21.05%
East Midlands - 1 £37,500 -

For the 6 months to 17 January 2018, 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.

1 308 (74.04%) Amazon AWS
2 251 (60.34%) SQL
3 215 (51.68%) Python
4 172 (41.35%) Data Warehouse
5 162 (38.94%) ETL
6 158 (37.98%) Apache Spark
7 156 (37.50%) Analytics
8 144 (34.62%) Agile Software Development
9 135 (32.45%) Big Data
10 122 (29.33%) PostgreSQL
11 120 (28.85%) Java
12 118 (28.37%) Machine Learning
13 117 (28.13%) Business Intelligence
14 93 (22.36%) Amazon Kinesis
15 87 (20.91%) MySQL
16 84 (20.19%) SQL Server
17 80 (19.23%) Kafka
18 79 (18.99%) Hadoop
18 79 (18.99%) Microsoft Azure
19 74 (17.79%) Visualisation
20 73 (17.55%) Software Engineering
21 71 (17.07%) Scala
21 71 (17.07%) Tableau
21 71 (17.07%) Amazon RDS
22 69 (16.59%) Apache Cassandra
23 66 (15.87%) Amazon S3
24 62 (14.90%) Elasticsearch
25 61 (14.66%) .NET
25 61 (14.66%) Data Modelling
26 60 (14.42%) Statistics

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
1 158 (37.98%) Apache Spark
2 62 (14.90%) Elasticsearch
3 26 (6.25%) SAS
4 23 (5.53%) Apache
5 14 (3.37%) Apache Airflow
6 12 (2.88%) Apache Pig
6 12 (2.88%) Confluence
7 10 (2.40%) Tomcat
8 8 (1.92%) Adobe Experience Manager
8 8 (1.92%) Anypoint
9 7 (1.68%) Apache Solr
10 3 (0.72%) Luigi
10 3 (0.72%) Oracle SOA Suite
11 2 (0.48%) JBoss
11 2 (0.48%) Jetty
11 2 (0.48%) Mule
11 2 (0.48%) Mule ESB
11 2 (0.48%) nginx
11 2 (0.48%) WebLogic
12 1 (0.24%) CMS
Applications
1 15 (3.61%) SPSS
2 5 (1.20%) Microsoft Excel
3 2 (0.48%) Microsoft PowerPoint
Business Applications
1 8 (1.92%) Eloqua
2 2 (0.48%) Magento
2 2 (0.48%) Odoo
3 1 (0.24%) Oracle EBS
3 1 (0.24%) SAP MDG
3 1 (0.24%) SAP MDM
Cloud Services
1 308 (74.04%) Amazon AWS
2 93 (22.36%) Amazon Kinesis
3 79 (18.99%) Microsoft Azure
4 66 (15.87%) Amazon S3
5 59 (14.18%) Amazon EMR
6 49 (11.78%) Serverless
7 47 (11.30%) AWS Lambda
8 43 (10.34%) Amazon EC2
9 35 (8.41%) GitHub
10 26 (6.25%) Google Cloud Platform
11 20 (4.81%) AWS CloudFormation
12 19 (4.57%) Azure Machine Learning
13 14 (3.37%) Amazon CloudWatch
14 11 (2.64%) Virtual Private Cloud
15 10 (2.40%) Amazon SQS
15 10 (2.40%) AWS Elastic Beanstalk
16 8 (1.92%) Adobe Analytics
16 8 (1.92%) Amazon ElastiCache
16 8 (1.92%) Google Analytics
17 6 (1.44%) SaaS
Communications & Networking
1 5 (1.20%) HTTP
2 2 (0.48%) Firewall
2 2 (0.48%) TCP/IP
2 2 (0.48%) VPN
3 1 (0.24%) Asterisk PBX
3 1 (0.24%) DNS
3 1 (0.24%) FIX Connectivity
3 1 (0.24%) Internet
3 1 (0.24%) LAN
3 1 (0.24%) Network Security
3 1 (0.24%) Reverse Proxy
3 1 (0.24%) RTP
3 1 (0.24%) SAN
3 1 (0.24%) SMS
3 1 (0.24%) VoIP
3 1 (0.24%) WAN
Database & Business Intelligence
1 172 (41.35%) Data Warehouse
2 135 (32.45%) Big Data
3 122 (29.33%) PostgreSQL
4 87 (20.91%) MySQL
5 84 (20.19%) SQL Server
6 79 (18.99%) Hadoop
7 71 (17.07%) Amazon RDS
8 69 (16.59%) Apache Cassandra
9 59 (14.18%) Relational Database
10 58 (13.94%) NoSQL
11 52 (12.50%) BigQuery
11 52 (12.50%) SQL Server Integration Services
12 51 (12.26%) MongoDB
13 43 (10.34%) Power BI
14 40 (9.62%) Amazon Athena
15 36 (8.65%) Looker
16 31 (7.45%) Amazon DynamoDB
17 30 (7.21%) Data Mining
17 30 (7.21%) QlikView
17 30 (7.21%) SQL Server Reporting Services
Development Applications
1 37 (8.89%) Git (software)
2 29 (6.97%) JIRA
3 19 (4.57%) Jenkins
4 12 (2.88%) Cucumber
5 9 (2.16%) Selenium
6 8 (1.92%) GoCD
7 7 (1.68%) Atlassian Bamboo
7 7 (1.68%) JUnit
7 7 (1.68%) Maven
8 6 (1.44%) Gradle
9 5 (1.20%) Subversion
10 4 (0.96%) Bitbucket
10 4 (0.96%) Liquibase
11 3 (0.72%) SQL Server Management Studio (SSMS)
11 3 (0.72%) TeamCity
11 3 (0.72%) webpack
12 2 (0.48%) Jasmine
12 2 (0.48%) Karma Test Runner
12 2 (0.48%) NUnit
12 2 (0.48%) TestComplete
General
1 51 (12.26%) Marketing
2 28 (6.73%) Finance
3 21 (5.05%) Electronics
4 12 (2.88%) Advertising
5 10 (2.40%) Retail
6 8 (1.92%) Games
6 8 (1.92%) Telecoms
7 6 (1.44%) Banking
7 6 (1.44%) Legal
7 6 (1.44%) Manufacturing
8 4 (0.96%) Publishing
9 3 (0.72%) Digital Economy
9 3 (0.72%) Pharmaceutical
10 1 (0.24%) Aerospace
10 1 (0.24%) Automotive
10 1 (0.24%) Law
Job Titles
1 114 (27.40%) Developer
2 86 (20.67%) Data Engineer
3 56 (13.46%) Data Scientist
4 46 (11.06%) AWS Engineer
5 36 (8.65%) Business Intelligence Developer
6 31 (7.45%) Senior Data Engineer
7 27 (6.49%) Analyst
8 26 (6.25%) Senior Developer
9 21 (5.05%) DBA
10 19 (4.57%) Java Developer
10 19 (4.57%) QlikView Developer
11 16 (3.85%) Software Engineer
12 15 (3.61%) Business Intelligence Lead
12 15 (3.61%) SQL DBA
13 14 (3.37%) Cloud Engineer
13 14 (3.37%) DevOps Engineer
14 13 (3.13%) Data Analyst
14 13 (3.13%) Hadoop Engineer
15 12 (2.88%) Data Warehouse Developer
15 12 (2.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 80 (19.23%) Kafka
2 61 (14.66%) .NET
3 51 (12.26%) Web Services
4 43 (10.34%) Node.js
5 41 (9.86%) HTML
6 34 (8.17%) Pandas
7 33 (7.93%) AngularJS
8 30 (7.21%) CSS
9 29 (6.97%) ASP.NET
10 28 (6.73%) MLlib
11 21 (5.05%) React
12 20 (4.81%) D3.js
13 19 (4.57%) HTML5
13 19 (4.57%) Spring
14 15 (3.61%) Elastic Stack
14 15 (3.61%) Natural Language Processing
15 13 (3.13%) jQuery
16 11 (2.64%) JSON
16 11 (2.64%) RabbitMQ
16 11 (2.64%) RESTful
Miscellaneous
1 49 (11.78%) Analytical Skills
2 46 (11.06%) Algorithms
2 46 (11.06%) Computer Science
3 38 (9.13%) User Experience
4 24 (5.77%) Clustering
5 16 (3.85%) Data Structures
5 16 (3.85%) Fintech
6 12 (2.88%) Internet of Things
7 8 (1.92%) Enterprise Software
7 8 (1.92%) Linux Command Line
8 7 (1.68%) Greenfield Project
9 6 (1.44%) Digital TV
9 6 (1.44%) Life Science
9 6 (1.44%) Mobile App
9 6 (1.44%) Replication
10 5 (1.20%) BBC
10 5 (1.20%) Management Information System
10 5 (1.20%) STB
11 4 (0.96%) Data Centre
11 4 (0.96%) Tandem
Operating Systems
1 50 (12.02%) Linux
2 32 (7.69%) Unix
3 7 (1.68%) CentOS
3 7 (1.68%) Ubuntu
3 7 (1.68%) Windows
4 6 (1.44%) Android
5 3 (0.72%) Apple iOS
6 2 (0.48%) Red Hat Enterprise Linux
6 2 (0.48%) Windows Server
7 1 (0.24%) Windows Server 2008
7 1 (0.24%) Windows Server 2012
Processes & Methodologies
1 162 (38.94%) ETL
2 156 (37.50%) Analytics
3 144 (34.62%) Agile Software Development
4 118 (28.37%) Machine Learning
5 117 (28.13%) Business Intelligence
6 74 (17.79%) Visualisation
7 73 (17.55%) Software Engineering
8 61 (14.66%) Data Modelling
9 60 (14.42%) Statistics
10 59 (14.18%) Open Source
11 58 (13.94%) Scrum
12 57 (13.70%) Data Visualisation
13 49 (11.78%) DevOps
14 45 (10.82%) TDD
15 44 (10.58%) Data Analytics
15 44 (10.58%) Data Engineering
16 40 (9.62%) Dimensional Modelling
17 36 (8.65%) Coaching
18 33 (7.93%) MapReduce
19 32 (7.69%) Data Analysis
Programming Languages
1 251 (60.34%) SQL
2 215 (51.68%) Python
3 120 (28.85%) Java
4 71 (17.07%) Scala
5 60 (14.42%) R
6 58 (13.94%) C#
7 53 (12.74%) JavaScript
8 26 (6.25%) Ruby
9 19 (4.57%) T-SQL
10 15 (3.61%) Go
11 11 (2.64%) PHP
12 10 (2.40%) Bash Shell
13 9 (2.16%) F#
14 8 (1.92%) ES6
15 7 (1.68%) C++
15 7 (1.68%) Clojure
16 6 (1.44%) PowerShell
17 5 (1.20%) Perl
17 5 (1.20%) TypeScript
18 4 (0.96%) C
Qualifications
1 58 (13.94%) Degree
2 24 (5.77%) Computer Science Degree
3 13 (3.13%) Master's Degree
3 13 (3.13%) PhD
4 5 (1.20%) ISTQB
5 4 (0.96%) SC Cleared
5 4 (0.96%) Security Cleared
6 3 (0.72%) Numerate Degree
7 1 (0.24%) AWS Certification
Quality Assurance & Compliance
1 22 (5.29%) Data Quality
2 15 (3.61%) QA
3 5 (1.20%) ISO/IEC 27001
4 3 (0.72%) GDPR
5 1 (0.24%) SLA
System Software
1 50 (12.02%) Docker
2 15 (3.61%) HDFS
3 5 (1.20%) Apache Flume
4 2 (0.48%) Active Directory
5 1 (0.24%) Apache ZooKeeper
5 1 (0.24%) Hyper-V
5 1 (0.24%) Kamailio
Systems Management
1 19 (4.57%) Terraform
2 17 (4.09%) Ansible
3 11 (2.64%) Kubernetes
4 9 (2.16%) Kibana
4 9 (2.16%) Mesos
5 8 (1.92%) logstash
6 7 (1.68%) Puppet
7 5 (1.20%) Graphite
7 5 (1.20%) Opscode Chef
8 4 (0.96%) Hadoop YARN
8 4 (0.96%) Oozie
9 3 (0.72%) Nagios
9 3 (0.72%) Rancher
10 2 (0.48%) Prometheus
11 1 (0.24%) Consul
11 1 (0.24%) Grafana
11 1 (0.24%) Icinga
11 1 (0.24%) Packer
11 1 (0.24%) Riemann
11 1 (0.24%) Systems Management Server (SMS)
Vendors
1 71 (17.07%) Tableau
2 47 (11.30%) Oracle
3 44 (10.58%) Microsoft
4 43 (10.34%) Google
5 34 (8.17%) Alteryx
6 28 (6.73%) Talend
7 25 (6.01%) Teradata
8 17 (4.09%) Informatica
8 17 (4.09%) SAP
9 16 (3.85%) Netezza
10 15 (3.61%) Atlassian
10 15 (3.61%) Cloudera
11 13 (3.13%) Salesforce.com
11 13 (3.13%) Twitter
12 8 (1.92%) Adobe
12 8 (1.92%) Conga
12 8 (1.92%) DocuSign
12 8 (1.92%) MuleSoft
13 7 (1.68%) EXASOL
14 6 (1.44%) MicroStrategy