Amazon Redshift Jobs

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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Amazon Redshift UK
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	677	790	899
Rank change year-on-year	+113	+109
Permanent jobs citing Amazon Redshift	199	157	89
As % of all permanent IT jobs advertised in the UK	0.22%	0.16%	0.080%
As % of the Database & Business Intelligence category	0.73%	0.53%	0.24%
Number of salaries quoted	168	128	88
Median salary	£60,000	£60,000	£52,000
Median salary % change year-on-year	-	+15.38%
90% offered a salary of more than	£36,400	£35,000	£41,000
10% offered a salary of more than	£78,250	£80,000	£65,750
UK excluding London median salary	£40,000	£52,500	£43,750
% change year-on-year	-23.80%	+20.00%

Amazon Redshift is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills UK
Permanent job vacancies with a requirement for database and business intelligence skills	27432	29570	36350
As % of all permanent IT job vacancies advertised in the UK	30.88%	29.98%	32.77%
Number of salaries quoted	23131	25206	30679
Median salary	£50,000	£50,000	£47,500
Median salary % change year-on-year	-	+5.26%
90% offered a salary of more than	£32,500	£32,500	£31,500
10% offered a salary of more than	£75,000	£70,000	£72,500
UK excluding London median salary	£42,500	£42,500	£41,500
% change year-on-year	-	+2.40%

Amazon Redshift
Job Vacancy Trend

The job posting trend of jobs advertised citing Amazon Redshift as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 22 June 2017.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 29 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 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+93	193	£60,000	-	21
London	+85	156	£62,625	+4.37%	15
Manchester	-12	22	£27,500	-48.83%	3
North West	-24	22	£27,500	-48.83%	4
City of London	+18	14	£60,000	-	3
East of England	+8	9	£42,000	-4.54%	2
Suffolk	-	5	£42,000	-
Ipswich	-	5	£42,000	-
South Wales	+15	4	£32,500	-7.14%
Wales	+13	4	£32,500	-7.14%
Cardiff	+8	4	£32,500	-7.14%
South West	-4	4	£57,500	+6.48%
Bedfordshire	-	4	-	-	1
Luton	-	4	-	-	1
Wiltshire	+3	3	£55,000	-
Swindon	-2	2	£55,000	-
Rochdale	-	2	£57,000	-	1
Canary Wharf	-	2	£82,500	-
West End of London	-	2	£57,500	-
South East	+38	1	£75,000	+36.36%
Scotland	+13	1	-	-
West Yorkshire	+12	1	£50,000	-35.48%
Bradford	-4	1	£50,000	-35.48%
Edinburgh	-8	1	-	-
Yorkshire	-10	1	£50,000	+29.03%
Bristol	-	1	£60,000	-
Malmesbury	-	1	£60,000	-
Docklands, London	-	1	£82,500	-
Hammersmith	-	1	£90,000	-

Amazon Redshift
Top 30 Co-occurring IT Skills

For the 6 months to 22 June 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 with a requirement for Amazon Redshift.

1	314 (82.85%)	Amazon AWS
2	258 (68.07%)	SQL
3	208 (54.88%)	Python
4	180 (47.49%)	Business Intelligence
5	163 (43.01%)	Analytics
6	142 (37.47%)	Data Warehouse
7	126 (33.25%)	Big Data
8	123 (32.45%)	Hadoop
9	120 (31.66%)	Agile Software Development
10	119 (31.40%)	Apache Spark
11	98 (25.86%)	Tableau
12	95 (25.07%)	SQL Server
13	94 (24.80%)	PostgreSQL
14	85 (22.43%)	Java
15	84 (22.16%)	MySQL

16	82 (21.64%)	ETL
17	77 (20.32%)	Relational Database
18	74 (19.53%)	Visualisation
19	71 (18.73%)	Degree
20	70 (18.47%)	Software Engineering
20	70 (18.47%)	Google Cloud Platform
21	68 (17.94%)	Data Modelling
21	68 (17.94%)	Web Services
22	67 (17.68%)	Computer Science
22	67 (17.68%)	Scala
23	65 (17.15%)	Linux
23	65 (17.15%)	Google
24	61 (16.09%)	Finance
25	58 (15.30%)	Analytical Skills
26	57 (15.04%)	Apache

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	119 (31.40%)	Apache Spark
2	57 (15.04%)	Apache
3	44 (11.61%)	Elasticsearch
4	19 (5.01%)	Apache Airflow
5	15 (3.96%)	Mule
5	15 (3.96%)	SAS
6	14 (3.69%)	Luigi
7	7 (1.85%)	JBoss
7	7 (1.85%)	Tomcat
8	6 (1.58%)	Confluence
8	6 (1.58%)	Jetty
8	6 (1.58%)	Mule ESB
9	5 (1.32%)	Apache Pig
10	4 (1.06%)	Apache Qpid
10	4 (1.06%)	Lightstreamer
10	4 (1.06%)	WebORB
11	3 (0.79%)	nginx
12	2 (0.53%)	Jupyter
13	1 (0.26%)	IPython

Applications
1	12 (3.17%)	Microsoft Excel
2	6 (1.58%)	Microsoft Office
3	4 (1.06%)	Microsoft PowerPoint
3	4 (1.06%)	SPSS
4	3 (0.79%)	SPSS Modeler
5	1 (0.26%)	EViews
5	1 (0.26%)	Gephi
5	1 (0.26%)	Spreadsheet

Business Applications
1	7 (1.85%)	SAP Oil and Gas
2	4 (1.06%)	Dynamics AX
3	2 (0.53%)	Oracle EBS
4	1 (0.26%)	Adobe Campaign
4	1 (0.26%)	FastStats
4	1 (0.26%)	Magento
4	1 (0.26%)	Odoo
4	1 (0.26%)	WebTrends

Cloud Services
1	314 (82.85%)	Amazon AWS
2	70 (18.47%)	Google Cloud Platform
3	46 (12.14%)	Amazon Kinesis
4	45 (11.87%)	Microsoft Azure
5	38 (10.03%)	Amazon EMR
6	34 (8.97%)	Amazon EC2
7	31 (8.18%)	Amazon S3
8	20 (5.28%)	AWS Lambda
9	16 (4.22%)	Virtual Private Cloud
10	13 (3.43%)	Amazon SQS
11	12 (3.17%)	AWS CloudFormation
12	11 (2.90%)	SaaS
13	10 (2.64%)	Google Analytics
14	8 (2.11%)	GitHub
15	7 (1.85%)	Amazon Glacier
16	6 (1.58%)	Office 365
17	5 (1.32%)	Chartbeat
17	5 (1.32%)	CloudFront
17	5 (1.32%)	Datadog
17	5 (1.32%)	Trello

Communications & Networking
1	11 (2.90%)	Internet
2	6 (1.58%)	DNS
2	6 (1.58%)	SSL
3	4 (1.06%)	Firewall
3	4 (1.06%)	TCP/IP
4	3 (0.79%)	Broadband
4	3 (0.79%)	Network Security
5	2 (0.53%)	FTP
5	2 (0.53%)	HTTP
5	2 (0.53%)	Kerberos
5	2 (0.53%)	LDAP
6	1 (0.26%)	IPsec
6	1 (0.26%)	VPN

Database & Business Intelligence
1	142 (37.47%)	Data Warehouse
2	126 (33.25%)	Big Data
3	123 (32.45%)	Hadoop
4	95 (25.07%)	SQL Server
5	94 (24.80%)	PostgreSQL
6	84 (22.16%)	MySQL
7	77 (20.32%)	Relational Database
8	54 (14.25%)	BigQuery
9	41 (10.82%)	Amazon RDS
10	35 (9.23%)	Looker
11	34 (8.97%)	MongoDB
12	33 (8.71%)	Apache Hive
12	33 (8.71%)	RDBMS
13	32 (8.44%)	NoSQL
13	32 (8.44%)	QlikView
13	32 (8.44%)	SQL Server Integration Services
14	29 (7.65%)	BusinessObjects
15	24 (6.33%)	Impala
15	24 (6.33%)	SAP HANA
16	23 (6.07%)	Azure SQL Data Warehouse

Development Applications
1	33 (8.71%)	Talend Open Studio
2	26 (6.86%)	Git (software)
3	15 (3.96%)	JIRA
4	14 (3.69%)	Jenkins
5	11 (2.90%)	Maven
6	10 (2.64%)	Bitbucket
7	7 (1.85%)	Selenium
8	6 (1.58%)	Cucumber
8	6 (1.58%)	Jasmine
8	6 (1.58%)	JUnit
8	6 (1.58%)	Karma Test Runner
8	6 (1.58%)	Spock
8	6 (1.58%)	Subversion
8	6 (1.58%)	webpack
9	5 (1.32%)	PHPUnit
10	4 (1.06%)	Eclipse
10	4 (1.06%)	Visual Studio
11	3 (0.79%)	NUnit
11	3 (0.79%)	TeamCity
11	3 (0.79%)	TestRail

General
1	61 (16.09%)	Finance
2	48 (12.66%)	Marketing
3	27 (7.12%)	Retail
4	18 (4.75%)	Financial Institution
5	17 (4.49%)	Games
6	15 (3.96%)	Telecoms
7	10 (2.64%)	Advertising
8	7 (1.85%)	Electronics
8	7 (1.85%)	Manufacturing
9	3 (0.79%)	Banking
9	3 (0.79%)	Multimedia
10	2 (0.53%)	Law
10	2 (0.53%)	Publishing
11	1 (0.26%)	Music Industry
11	1 (0.26%)	Pharmaceutical

Job Titles
1	121 (31.93%)	Data Engineer
2	98 (25.86%)	Developer
3	39 (10.29%)	Architect
4	35 (9.23%)	Business Intelligence Developer
5	30 (7.92%)	Analyst
5	30 (7.92%)	Software Engineer
6	26 (6.86%)	Java Developer
7	23 (6.07%)	Data Scientist
8	18 (4.75%)	Data Analyst
8	18 (4.75%)	Scala Developer
8	18 (4.75%)	Senior Data Engineer
9	16 (4.22%)	AWS Architect
9	16 (4.22%)	C# Developer
9	16 (4.22%)	Data Architect
9	16 (4.22%)	Junior
9	16 (4.22%)	Junior Developer
10	15 (3.96%)	AWS Engineer
10	15 (3.96%)	Big Data Engineer
10	15 (3.96%)	Consultant
10	15 (3.96%)	Solutions Architect

Libraries, Frameworks & Software Standards
1	68 (17.94%)	Web Services
2	48 (12.66%)	Kafka
3	21 (5.54%)	scikit-learn
4	20 (5.28%)	.NET
5	18 (4.75%)	AngularJS
5	18 (4.75%)	Pandas
5	18 (4.75%)	Serverless Framework
6	17 (4.49%)	Scrapy
7	15 (3.96%)	HTML
7	15 (3.96%)	Spring
8	14 (3.69%)	Node.js
9	13 (3.43%)	GraphX
10	11 (2.90%)	CSS
10	11 (2.90%)	HTML5
10	11 (2.90%)	jQuery
11	10 (2.64%)	RabbitMQ
12	9 (2.37%)	D3.js
12	9 (2.37%)	Natural Language Processing
12	9 (2.37%)	Spring MVC
13	8 (2.11%)	Hibernate

Miscellaneous
1	67 (17.68%)	Computer Science
2	58 (15.30%)	Analytical Skills
3	39 (10.29%)	Data Structures
4	18 (4.75%)	Management Information System
5	17 (4.49%)	Equities
5	17 (4.49%)	Fixed Income
6	13 (3.43%)	Mobile App
7	12 (3.17%)	Linux Command Line
8	10 (2.64%)	Enterprise Software
9	7 (1.85%)	Algorithms
9	7 (1.85%)	Fintech
9	7 (1.85%)	Streaming Media
10	5 (1.32%)	Cyberthreat
10	5 (1.32%)	Data Centre
10	5 (1.32%)	Online Games
11	4 (1.06%)	Foreign Exchange (FX)
12	2 (0.53%)	Life Science
12	2 (0.53%)	Mashup
12	2 (0.53%)	Social Gaming
12	2 (0.53%)	User Experience

Operating Systems
1	65 (17.15%)	Linux
2	17 (4.49%)	Windows
3	12 (3.17%)	Unix
4	10 (2.64%)	Red Hat Enterprise Linux
5	5 (1.32%)	CentOS
6	3 (0.79%)	Android
7	2 (0.53%)	Apple iOS
7	2 (0.53%)	Mesosphere
8	1 (0.26%)	Ubuntu

Processes & Methodologies
1	180 (47.49%)	Business Intelligence
2	163 (43.01%)	Analytics
3	120 (31.66%)	Agile Software Development
4	82 (21.64%)	ETL
5	74 (19.53%)	Visualisation
6	70 (18.47%)	Software Engineering
7	68 (17.94%)	Data Modelling
8	55 (14.51%)	Data Engineering
9	45 (11.87%)	Open Source
10	44 (11.61%)	Machine Learning
11	41 (10.82%)	DevOps
11	41 (10.82%)	Scrum
12	38 (10.03%)	Data Architecture
13	36 (9.50%)	TDD
14	35 (9.23%)	Data Analysis
15	34 (8.97%)	Mathematics
16	30 (7.92%)	Microservices
17	29 (7.65%)	Data Cleansing
17	29 (7.65%)	MapReduce
18	28 (7.39%)	Test Automation

Programming Languages
1	258 (68.07%)	SQL
2	208 (54.88%)	Python
3	85 (22.43%)	Java
4	67 (17.68%)	Scala
5	35 (9.23%)	C#
6	29 (7.65%)	R
7	23 (6.07%)	Ruby
8	22 (5.80%)	Clojure
9	20 (5.28%)	Haskell
9	20 (5.28%)	JavaScript
10	18 (4.75%)	Shell Script
11	17 (4.49%)	PHP
12	7 (1.85%)	T-SQL
13	6 (1.58%)	ECMAScript
13	6 (1.58%)	ES6
13	6 (1.58%)	Groovy
14	5 (1.32%)	C++
14	5 (1.32%)	MATLAB
14	5 (1.32%)	PHP 7
15	3 (0.79%)	Perl

Qualifications
1	71 (18.73%)	Degree
2	28 (7.39%)	Computer Science Degree
3	9 (2.37%)	PhD
4	5 (1.32%)	Numerate Degree
5	3 (0.79%)	ITIL Certification
5	3 (0.79%)	Master's Degree
6	1 (0.26%)	(ISC)2 CCSP
6	1 (0.26%)	Cisco Certification
6	1 (0.26%)	MBA
6	1 (0.26%)	Microsoft Certification

Quality Assurance & Compliance
1	53 (13.98%)	Data Quality
2	36 (9.50%)	QA
3	4 (1.06%)	ISO 20022
4	2 (0.53%)	GCP
4	2 (0.53%)	ISO 9001
4	2 (0.53%)	ISO/IEC 27001
4	2 (0.53%)	PCI DSS
5	1 (0.26%)	GDPR
5	1 (0.26%)	SLA

System Software
1	41 (10.82%)	Docker
2	7 (1.85%)	Active Directory
2	7 (1.85%)	HDFS
3	4 (1.06%)	Apache Flume
4	3 (0.79%)	Varnish
5	1 (0.26%)	Apache ZooKeeper
5	1 (0.26%)	LXC

Systems Management
1	18 (4.75%)	Kibana
2	13 (3.43%)	Ansible
3	11 (2.90%)	Opscode Chef
4	8 (2.11%)	Kubernetes
5	5 (1.32%)	Ambari
5	5 (1.32%)	Consul
6	4 (1.06%)	Oozie
7	2 (0.53%)	Data Guard
7	2 (0.53%)	Docker Swarm
7	2 (0.53%)	Oracle Enterprise Manager
7	2 (0.53%)	Oracle RMAN
8	1 (0.26%)	Failover Clustering
8	1 (0.26%)	Grafana
8	1 (0.26%)	Graphite
8	1 (0.26%)	logstash
8	1 (0.26%)	Mesos
8	1 (0.26%)	Rancher
8	1 (0.26%)	yum

Vendors
1	98 (25.86%)	Tableau
2	65 (17.15%)	Google
3	48 (12.66%)	SAP
4	45 (11.87%)	Microsoft
4	45 (11.87%)	Oracle
5	33 (8.71%)	Birst
5	33 (8.71%)	Talend
6	22 (5.80%)	MicroStrategy
7	21 (5.54%)	Informatica
7	21 (5.54%)	Vertica
8	17 (4.49%)	Cadence
9	16 (4.22%)	Netezza
10	15 (3.96%)	SnapLogic
11	9 (2.37%)	Cloudera
12	8 (2.11%)	Adaptive Insights
12	8 (2.11%)	Teradata
13	7 (1.85%)	Alteryx
14	6 (1.58%)	Capita
14	6 (1.58%)	Hortonworks
15	5 (1.32%)	New Relic