Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 644 853 883
Rank change year-on-year +209 +30 +297
Permanent jobs citing Amazon Redshift 575 352 360
As % of all permanent IT jobs advertised in the UK 0.35% 0.20% 0.19%
As % of the Database & Business Intelligence category 1.18% 0.66% 0.64%
Number of salaries quoted 416 282 321
UK median annual salary £67,500 £60,000 £60,000
Median salary % change year-on-year +12.50% - +20.00%
10th Percentile £42,500 £37,500 £35,000
90th Percentile £99,375 £97,500 £86,250
UK excluding London median annual salary £55,000 £42,500 £52,500
% change year-on-year +29.41% -19.05% +15.38%

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 48,539 53,580 56,215
As % of all permanent IT jobs advertised in the UK 29.46% 30.50% 29.64%
Number of salaries quoted 39,603 44,042 47,862
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £76,250
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 23 October 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 23 October 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 +200 554 £70,000 +16.67% 78
London +109 358 £75,000 +20.00% 44
UK excluding London +144 213 £55,000 +29.41% 38
North of England +74 73 £52,500 +75.00% 15
South East +52 49 £82,500 +29.41% 6
North West +21 45 £60,000 +100.00% 8
South West +14 40 £72,500 +45.00% 5
Midlands +52 32 £82,500 +69.23% 4
West Midlands +71 30 £82,500 +37.50% 3
East of England +36 25 £73,750 +75.60% 4
Yorkshire +36 19 £40,000 - 7
Scotland -5 14 £52,500 +16.67% 3
North East - 9 £52,500 -
Wales +7 4 £38,750 -8.82%
East Midlands -3 1 £45,000 +20.00% 1

For the 6 months to 23 October 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.

1 498 (86.61%) Amazon AWS
2 356 (61.91%) Python
3 330 (57.39%) SQL
4 265 (46.09%) Big Data
5 253 (44.00%) Apache Spark
6 251 (43.65%) Agile Software Development
7 214 (37.22%) Java
8 204 (35.48%) Hadoop
9 190 (33.04%) Analytics
10 182 (31.65%) NoSQL
10 182 (31.65%) ETL
11 168 (29.22%) Scala
12 157 (27.30%) Business Intelligence
13 144 (25.04%) Data Warehouse
14 142 (24.70%) Apache Hive
15 141 (24.52%) Microsoft Azure
16 132 (22.96%) Kafka
17 128 (22.26%) Data Science
18 126 (21.91%) Tableau
19 121 (21.04%) Amazon Kinesis
20 117 (20.35%) Amazon EMR
21 115 (20.00%) Web Services
22 114 (19.83%) Software Engineering
22 114 (19.83%) Scrum
23 111 (19.30%) PostgreSQL
23 111 (19.30%) SQL Server
23 111 (19.30%) Amazon EC2
23 111 (19.30%) Amazon S3
24 97 (16.87%) Serverless
25 94 (16.35%) Relational Database

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
1 253 (44.00%) Apache Spark
2 81 (14.09%) Apache Pig
3 64 (11.13%) Elasticsearch
4 42 (7.30%) Apache
5 27 (4.70%) SAS
6 17 (2.96%) Apache Solr
7 11 (1.91%) Tomcat
8 9 (1.57%) Apache Airflow
9 8 (1.39%) nginx
10 6 (1.04%) WildFly
11 5 (0.87%) Confluence
11 5 (0.87%) Luigi
12 3 (0.52%) Oracle Workflow
13 2 (0.35%) Jupyter
14 1 (0.17%) IIS
14 1 (0.17%) MediaWiki
14 1 (0.17%) MS Exchange
14 1 (0.17%) SharePoint Server
14 1 (0.17%) SugarCRM
Applications
1 21 (3.65%) Microsoft Office
2 8 (1.39%) Microsoft Excel
3 5 (0.87%) SPSS
3 5 (0.87%) Stata
4 1 (0.17%) Microsoft PowerPoint
4 1 (0.17%) MS Visio
Business Applications
1 4 (0.70%) NetSuite
2 2 (0.35%) SAP Business One
3 1 (0.17%) Oracle EBS R12
Cloud Services
1 498 (86.61%) Amazon AWS
2 141 (24.52%) Microsoft Azure
3 121 (21.04%) Amazon Kinesis
4 117 (20.35%) Amazon EMR
5 111 (19.30%) Amazon EC2
5 111 (19.30%) Amazon S3
6 97 (16.87%) Serverless
7 94 (16.35%) AWS Lambda
8 90 (15.65%) Google Cloud Platform
9 35 (6.09%) Amazon SQS
10 27 (4.70%) Azure Active Directory
11 26 (4.52%) GitHub
12 25 (4.35%) Cloud Computing
13 18 (3.13%) Office 365
14 14 (2.43%) AWS CloudFormation
14 14 (2.43%) Google Analytics
14 14 (2.43%) SaaS
15 13 (2.26%) IBM Cloud
15 13 (2.26%) Virtual Private Cloud
16 10 (1.74%) Cloudflare
Communications & Networking
1 26 (4.52%) Network Security
2 15 (2.61%) Internet
3 6 (1.04%) Kerberos
4 3 (0.52%) SMS
5 2 (0.35%) MQTT
5 2 (0.35%) SSH
5 2 (0.35%) Wi-Fi
5 2 (0.35%) Wireshark
6 1 (0.17%) HTTP
6 1 (0.17%) LAN
6 1 (0.17%) VPN
6 1 (0.17%) WAN
Database & Business Intelligence
1 265 (46.09%) Big Data
2 204 (35.48%) Hadoop
3 182 (31.65%) NoSQL
4 144 (25.04%) Data Warehouse
5 142 (24.70%) Apache Hive
6 111 (19.30%) PostgreSQL
6 111 (19.30%) SQL Server
7 94 (16.35%) Relational Database
8 92 (16.00%) Apache Cassandra
9 80 (13.91%) MySQL
10 78 (13.57%) Amazon RDS
10 78 (13.57%) HBase
11 77 (13.39%) Flink
12 71 (12.35%) Power BI
13 70 (12.17%) Impala
14 67 (11.65%) MongoDB
15 55 (9.57%) BigQuery
16 48 (8.35%) BusinessObjects
17 46 (8.00%) Amazon Athena
17 46 (8.00%) SQL Server Integration Services
Development Applications
1 73 (12.70%) Git (software)
2 41 (7.13%) Jenkins
3 38 (6.61%) JIRA
4 15 (2.61%) Atlassian Bamboo
5 14 (2.43%) TeamCity
6 11 (1.91%) JUnit
6 11 (1.91%) Maven
7 9 (1.57%) Cucumber
8 8 (1.39%) Vagrant
9 7 (1.22%) Bitbucket
10 6 (1.04%) ERwin
10 6 (1.04%) Hudson
11 5 (0.87%) GitLab
11 5 (0.87%) Gradle
12 4 (0.70%) jMock
12 4 (0.70%) Mockito
12 4 (0.70%) NUnit
12 4 (0.70%) RSpec
12 4 (0.70%) Subversion
12 4 (0.70%) Visual Website Optimizer
General
1 81 (14.09%) Finance
2 21 (3.65%) Games
2 21 (3.65%) Retail
3 16 (2.78%) Marketing
4 13 (2.26%) Advertising
5 10 (1.74%) Manufacturing
6 7 (1.22%) Military
6 7 (1.22%) Publishing
7 5 (0.87%) Law
8 3 (0.52%) Automotive
8 3 (0.52%) Banking
8 3 (0.52%) Telecoms
9 2 (0.35%) Music Industry
9 2 (0.35%) Pharmaceutical
10 1 (0.17%) Back Office
Job Titles
1 148 (25.74%) Data Engineer
2 115 (20.00%) Developer
3 92 (16.00%) Architect
4 74 (12.87%) Big Data Engineer
5 52 (9.04%) Data Scientist
6 50 (8.70%) Data Architect
7 42 (7.30%) Cloud Architect
8 38 (6.61%) Business Intelligence Developer
8 38 (6.61%) Solutions Architect
9 37 (6.43%) Senior Data Engineer
10 32 (5.57%) Cloud Solutions Architect
11 28 (4.87%) Big Data Architect
12 27 (4.70%) Analyst
12 27 (4.70%) Senior Developer
13 26 (4.52%) AWS Engineer
14 24 (4.17%) Senior Data Scientist
15 23 (4.00%) Software Engineer
16 22 (3.83%) Consultant
16 22 (3.83%) DevOps Engineer
16 22 (3.83%) Lead Architect
Libraries, Frameworks & Software Standards
1 132 (22.96%) Kafka
2 115 (20.00%) Web Services
3 57 (9.91%) .NET
4 48 (8.35%) Spark Streaming
5 29 (5.04%) CSS
5 29 (5.04%) HTML
6 25 (4.35%) ASP.NET
7 24 (4.17%) Pandas
8 19 (3.30%) ASP.NET Web API
9 18 (3.13%) Node.js
9 18 (3.13%) REST
10 16 (2.78%) JSON
10 16 (2.78%) Spring
11 15 (2.61%) AngularJS
11 15 (2.61%) HTML5
11 15 (2.61%) React
12 13 (2.26%) jQuery
12 13 (2.26%) Natural Language Processing
13 11 (1.91%) CSS3
13 11 (1.91%) Memcached
Miscellaneous
1 60 (10.43%) Fintech
2 53 (9.22%) Computer Science
3 52 (9.04%) Analytical Skills
4 43 (7.48%) Algorithms
5 24 (4.17%) Data Structures
5 24 (4.17%) Greenfield Project
6 17 (2.96%) Clustering
7 16 (2.78%) Data Centre
8 13 (2.26%) User Experience
9 12 (2.09%) Internet of Things
10 9 (1.57%) Management Information System
10 9 (1.57%) Self-Motivation
11 7 (1.22%) Blog
11 7 (1.22%) Enterprise Software
11 7 (1.22%) Linux Command Line
11 7 (1.22%) Private Cloud
11 7 (1.22%) Virtual Team
12 6 (1.04%) Derivative
12 6 (1.04%) Public Cloud
12 6 (1.04%) Reinsurance
Operating Systems
1 93 (16.17%) Linux
2 35 (6.09%) Unix
3 25 (4.35%) Windows
4 16 (2.78%) CentOS
4 16 (2.78%) Ubuntu
5 12 (2.09%) Red Hat Enterprise Linux
6 7 (1.22%) Windows Server
7 2 (0.35%) Apple iOS
8 1 (0.17%) SmartOS
Processes & Methodologies
1 251 (43.65%) Agile Software Development
2 190 (33.04%) Analytics
3 182 (31.65%) ETL
4 157 (27.30%) Business Intelligence
5 128 (22.26%) Data Science
6 114 (19.83%) Scrum
6 114 (19.83%) Software Engineering
7 93 (16.17%) Data Modelling
7 93 (16.17%) DevOps
8 83 (14.43%) Machine Learning
9 77 (13.39%) Visualisation
10 75 (13.04%) TDD
11 71 (12.35%) MapReduce
12 61 (10.61%) Kanban
13 57 (9.91%) Data Engineering
14 55 (9.57%) Data Analytics
15 53 (9.22%) Open Source
16 49 (8.52%) Decision-Making
17 44 (7.65%) BDD
17 44 (7.65%) Continuous Integration
Programming Languages
1 356 (61.91%) Python
2 330 (57.39%) SQL
3 214 (37.22%) Java
4 168 (29.22%) Scala
5 77 (13.39%) R
6 64 (11.13%) C#
7 55 (9.57%) JavaScript
8 25 (4.35%) Ruby
9 24 (4.17%) Shell Script
10 21 (3.65%) C++
11 20 (3.48%) PL/SQL
12 18 (3.13%) Bash Shell
13 16 (2.78%) T-SQL
14 15 (2.61%) C
15 14 (2.43%) Go
16 13 (2.26%) PowerShell
17 11 (1.91%) Java 8
17 11 (1.91%) Perl
18 7 (1.22%) TypeScript
19 5 (0.87%) Data Analysis Expressions (DAX)
Qualifications
1 61 (10.61%) Degree
2 37 (6.43%) Security Cleared
3 28 (4.87%) Computer Science Degree
4 27 (4.70%) AWS Certification
4 27 (4.70%) MCSA
4 27 (4.70%) Microsoft Certification
5 26 (4.52%) MCSE
6 19 (3.30%) Numerate Degree
7 18 (3.13%) SC Cleared
8 4 (0.70%) PhD
9 3 (0.52%) DV Cleared
9 3 (0.52%) Master's Degree
9 3 (0.52%) TOGAF Certification
10 2 (0.35%) Oracle Certification
11 1 (0.17%) CCNA
11 1 (0.17%) Cisco Certification
11 1 (0.17%) ITIL Foundation Certificate
11 1 (0.17%) MCSD
11 1 (0.17%) OCP
Quality Assurance & Compliance
1 24 (4.17%) Data Quality
2 14 (2.43%) QA
3 10 (1.74%) GDPR
4 8 (1.39%) ISO/IEC 27001
5 4 (0.70%) MiFID
6 2 (0.35%) SLA
System Software
1 69 (12.00%) Docker
2 47 (8.17%) Apache Flume
3 43 (7.48%) HDFS
4 27 (4.70%) Active Directory
5 8 (1.39%) VirtualBox
6 5 (0.87%) Apache ZooKeeper
7 2 (0.35%) Oracle RAC
8 1 (0.17%) Oracle Clusterware
Systems Management
1 79 (13.74%) Oozie
2 40 (6.96%) Ansible
3 39 (6.78%) Hadoop YARN
4 33 (5.74%) Terraform
5 27 (4.70%) Kubernetes
6 23 (4.00%) Puppet
7 18 (3.13%) Opscode Chef
8 11 (1.91%) Packer
9 9 (1.57%) Docker Swarm
9 9 (1.57%) Kibana
9 9 (1.57%) Salt
10 7 (1.22%) logstash
10 7 (1.22%) Nagios
11 6 (1.04%) Xymon
11 6 (1.04%) ZABBIX
12 4 (0.70%) Ambari
12 4 (0.70%) Grafana
13 3 (0.52%) Consul
13 3 (0.52%) Graphite
13 3 (0.52%) Mesos
Vendors
1 126 (21.91%) Tableau
2 89 (15.48%) Microsoft
3 83 (14.43%) Google
4 73 (12.70%) Cloudera
5 66 (11.48%) Talend
6 63 (10.96%) Oracle
7 53 (9.22%) Informatica
8 50 (8.70%) Hortonworks
9 37 (6.43%) IBM
10 34 (5.91%) MapR
11 33 (5.74%) Databricks
11 33 (5.74%) SAP
12 24 (4.17%) TIBCO
13 23 (4.00%) Vertica
14 21 (3.65%) Teradata
15 20 (3.48%) Greenplum
15 20 (3.48%) HP
16 18 (3.13%) CA Agile Central
16 18 (3.13%) Red Hat
17 17 (2.96%) Salesforce.com