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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 674 766 876
Rank change year-on-year +92 +110  
Permanent jobs citing Amazon Redshift 193 145 77
As % of all permanent IT jobs advertised in England 0.23% 0.16% 0.075%
As % of the Database & Business Intelligence category 0.75% 0.52% 0.23%
Number of salaries quoted 164 118 77
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09%  
90% offered a salary of more than £38,250 £38,500 £42,500
10% offered a salary of more than £79,250 £80,000 £66,000
UK excluding London median salary £40,000 £52,500 £42,500
% change year-on-year -23.80% +23.52%  

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 advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25691 27752 33513
As % of all permanent IT job vacancies advertised in England 30.67% 30.00% 32.66%
Number of salaries quoted 21823 24010 28592
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 £32,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Amazon Redshift
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 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 3 months to 27 June 2017.

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 3 months to 27 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
London +88 153 £64,500 +7.50% 16
North West -22 23 £28,750 -46.51% 4
East of England -2 11 £39,750 -9.65% 1
South West -16 4 £57,500 +6.48% 2
South East +41 1 £75,000 +36.36%
Yorkshire -13 1 £50,000 +42.85%
Amazon Redshift
UK

For the 6 months to 27 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 across the England region with a requirement for Amazon Redshift.

1 301 (84.31%) Amazon AWS
2 240 (67.23%) SQL
3 202 (56.58%) Python
4 171 (47.90%) Business Intelligence
5 148 (41.46%) Analytics
6 129 (36.13%) Data Warehouse
7 119 (33.33%) Hadoop
8 118 (33.05%) Big Data
9 117 (32.77%) Apache Spark
10 114 (31.93%) Agile Software Development
11 89 (24.93%) Tableau
12 88 (24.65%) PostgreSQL
13 84 (23.53%) Java
14 83 (23.25%) SQL Server
15 76 (21.29%) MySQL
16 74 (20.73%) ETL
16 74 (20.73%) Visualisation
17 71 (19.89%) Relational Database
18 70 (19.61%) Software Engineering
19 69 (19.33%) Web Services
20 66 (18.49%) Degree
21 65 (18.21%) Scala
22 64 (17.93%) Google Cloud Platform
23 63 (17.65%) Computer Science
23 63 (17.65%) Linux
24 62 (17.37%) Data Modelling
25 59 (16.53%) Google
26 58 (16.25%) Apache
27 56 (15.69%) Data Engineering
28 55 (15.41%) Analytical Skills

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
1 117 (32.77%) Apache Spark
2 58 (16.25%) Apache
3 44 (12.32%) Elasticsearch
4 19 (5.32%) Apache Airflow
5 15 (4.20%) Mule
5 15 (4.20%) SAS
6 14 (3.92%) Luigi
7 7 (1.96%) JBoss
7 7 (1.96%) Tomcat
8 6 (1.68%) Confluence
8 6 (1.68%) Jetty
8 6 (1.68%) Mule ESB
9 5 (1.40%) Apache Pig
10 4 (1.12%) Apache Qpid
10 4 (1.12%) Lightstreamer
10 4 (1.12%) WebORB
11 3 (0.84%) nginx
12 2 (0.56%) Jupyter
13 1 (0.28%) IPython
Applications
1 12 (3.36%) Microsoft Excel
2 6 (1.68%) Microsoft Office
3 4 (1.12%) Microsoft PowerPoint
3 4 (1.12%) SPSS
4 3 (0.84%) SPSS Modeler
5 1 (0.28%) EViews
5 1 (0.28%) Gephi
5 1 (0.28%) Spreadsheet
Business Applications
1 7 (1.96%) SAP Oil and Gas
2 4 (1.12%) Dynamics AX
3 2 (0.56%) Oracle EBS
4 1 (0.28%) Magento
4 1 (0.28%) Odoo
4 1 (0.28%) WebTrends
Cloud Services
1 301 (84.31%) Amazon AWS
2 64 (17.93%) Google Cloud Platform
3 45 (12.61%) Amazon Kinesis
4 44 (12.32%) Microsoft Azure
5 39 (10.92%) Amazon EMR
6 33 (9.24%) Amazon EC2
7 28 (7.84%) Amazon S3
8 20 (5.60%) AWS Lambda
9 16 (4.48%) Virtual Private Cloud
10 12 (3.36%) Amazon SQS
10 12 (3.36%) AWS CloudFormation
11 11 (3.08%) Google Analytics
12 9 (2.52%) SaaS
13 8 (2.24%) GitHub
14 7 (1.96%) Amazon Glacier
15 6 (1.68%) Office 365
16 5 (1.40%) Chartbeat
16 5 (1.40%) Datadog
16 5 (1.40%) Trello
17 4 (1.12%) CloudFront
Communications & Networking
1 11 (3.08%) Internet
2 6 (1.68%) DNS
3 5 (1.40%) SSL
4 4 (1.12%) Firewall
4 4 (1.12%) TCP/IP
5 3 (0.84%) Broadband
5 3 (0.84%) Network Security
6 2 (0.56%) HTTP
6 2 (0.56%) Kerberos
6 2 (0.56%) LDAP
7 1 (0.28%) FTP
Database & Business Intelligence
1 129 (36.13%) Data Warehouse
2 119 (33.33%) Hadoop
3 118 (33.05%) Big Data
4 88 (24.65%) PostgreSQL
5 83 (23.25%) SQL Server
6 76 (21.29%) MySQL
7 71 (19.89%) Relational Database
8 48 (13.45%) BigQuery
9 40 (11.20%) Amazon RDS
10 36 (10.08%) Looker
11 33 (9.24%) Apache Hive
12 32 (8.96%) MongoDB
13 31 (8.68%) QlikView
13 31 (8.68%) SQL Server Integration Services
14 29 (8.12%) BusinessObjects
14 29 (8.12%) RDBMS
15 28 (7.84%) NoSQL
16 25 (7.00%) Impala
17 23 (6.44%) SAP HANA
18 22 (6.16%) Azure SQL Data Warehouse
Development Applications
1 26 (7.28%) Git (software)
1 26 (7.28%) Talend Open Studio
2 15 (4.20%) JIRA
3 14 (3.92%) Jenkins
4 11 (3.08%) Maven
5 10 (2.80%) Bitbucket
6 7 (1.96%) Selenium
7 6 (1.68%) Cucumber
7 6 (1.68%) Jasmine
7 6 (1.68%) JUnit
7 6 (1.68%) Karma Test Runner
7 6 (1.68%) Spock
7 6 (1.68%) Subversion
7 6 (1.68%) webpack
8 5 (1.40%) PHPUnit
9 4 (1.12%) Eclipse
9 4 (1.12%) Visual Studio
10 3 (0.84%) NUnit
10 3 (0.84%) TeamCity
10 3 (0.84%) TestRail
General
1 54 (15.13%) Finance
2 42 (11.76%) Marketing
3 21 (5.88%) Retail
4 18 (5.04%) Financial Institution
5 15 (4.20%) Games
5 15 (4.20%) Telecoms
6 9 (2.52%) Advertising
7 7 (1.96%) Electronics
7 7 (1.96%) Manufacturing
8 3 (0.84%) Multimedia
9 2 (0.56%) Banking
9 2 (0.56%) Publishing
10 1 (0.28%) Law
10 1 (0.28%) Music Industry
10 1 (0.28%) Pharmaceutical
Job Titles
1 116 (32.49%) Data Engineer
2 94 (26.33%) Developer
3 33 (9.24%) Architect
4 32 (8.96%) Business Intelligence Developer
5 30 (8.40%) Software Engineer
6 29 (8.12%) Analyst
7 26 (7.28%) Java Developer
8 24 (6.72%) Data Scientist
9 18 (5.04%) Scala Developer
10 17 (4.76%) Data Analyst
10 17 (4.76%) Senior Data Engineer
11 16 (4.48%) AWS Architect
11 16 (4.48%) C# Developer
11 16 (4.48%) Junior
11 16 (4.48%) Junior Developer
12 15 (4.20%) Java Scala Developer
13 14 (3.92%) Python Software Engineer
13 14 (3.92%) Solutions Architect
14 13 (3.64%) Junior C# Developer
14 13 (3.64%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 69 (19.33%) Web Services
2 46 (12.89%) Kafka
3 23 (6.44%) scikit-learn
4 18 (5.04%) .NET
4 18 (5.04%) Pandas
4 18 (5.04%) Serverless Framework
5 17 (4.76%) Scrapy
6 16 (4.48%) AngularJS
6 16 (4.48%) HTML
6 16 (4.48%) Spring
7 15 (4.20%) Node.js
8 13 (3.64%) GraphX
9 12 (3.36%) HTML5
9 12 (3.36%) jQuery
10 11 (3.08%) CSS
10 11 (3.08%) RabbitMQ
11 10 (2.80%) Natural Language Processing
11 10 (2.80%) Spring MVC
12 9 (2.52%) D3.js
12 9 (2.52%) Hibernate
Miscellaneous
1 63 (17.65%) Computer Science
2 55 (15.41%) Analytical Skills
3 31 (8.68%) Data Structures
4 18 (5.04%) Management Information System
5 17 (4.76%) Equities
5 17 (4.76%) Fixed Income
6 13 (3.64%) Mobile App
7 12 (3.36%) Linux Command Line
8 10 (2.80%) Enterprise Software
9 7 (1.96%) Algorithms
9 7 (1.96%) Streaming Media
10 6 (1.68%) Fintech
11 5 (1.40%) Cyberthreat
11 5 (1.40%) Data Centre
11 5 (1.40%) Foreign Exchange (FX)
11 5 (1.40%) Online Games
12 3 (0.84%) Life Science
13 2 (0.56%) Mashup
13 2 (0.56%) Social Gaming
13 2 (0.56%) User Experience
Operating Systems
1 63 (17.65%) Linux
2 14 (3.92%) Windows
3 12 (3.36%) Unix
4 10 (2.80%) Red Hat Enterprise Linux
5 5 (1.40%) CentOS
6 3 (0.84%) Android
7 2 (0.56%) Apple iOS
7 2 (0.56%) Mesosphere
8 1 (0.28%) Ubuntu
Processes & Methodologies
1 171 (47.90%) Business Intelligence
2 148 (41.46%) Analytics
3 114 (31.93%) Agile Software Development
4 74 (20.73%) ETL
4 74 (20.73%) Visualisation
5 70 (19.61%) Software Engineering
6 62 (17.37%) Data Modelling
7 56 (15.69%) Data Engineering
8 47 (13.17%) Machine Learning
9 46 (12.89%) Open Source
10 42 (11.76%) Scrum
11 40 (11.20%) DevOps
12 35 (9.80%) Data Analysis
13 34 (9.52%) TDD
14 33 (9.24%) Data Architecture
14 33 (9.24%) Mathematics
15 30 (8.40%) MapReduce
15 30 (8.40%) Microservices
16 28 (7.84%) OO
16 28 (7.84%) Test Automation
Programming Languages
1 240 (67.23%) SQL
2 202 (56.58%) Python
3 84 (23.53%) Java
4 65 (18.21%) Scala
5 34 (9.52%) C#
6 29 (8.12%) R
7 22 (6.16%) Clojure
8 21 (5.88%) Ruby
9 20 (5.60%) Haskell
10 18 (5.04%) Shell Script
11 17 (4.76%) JavaScript
11 17 (4.76%) PHP
12 6 (1.68%) ECMAScript
12 6 (1.68%) ES6
12 6 (1.68%) Groovy
12 6 (1.68%) T-SQL
13 5 (1.40%) C++
13 5 (1.40%) MATLAB
13 5 (1.40%) PHP 7
14 3 (0.84%) Perl
Qualifications
1 66 (18.49%) Degree
2 25 (7.00%) Computer Science Degree
3 9 (2.52%) PhD
4 5 (1.40%) Numerate Degree
5 3 (0.84%) ITIL Certification
5 3 (0.84%) Master's Degree
6 1 (0.28%) (ISC)2 CCSP
6 1 (0.28%) Cisco Certification
6 1 (0.28%) MBA
Quality Assurance & Compliance
1 46 (12.89%) Data Quality
2 36 (10.08%) QA
3 4 (1.12%) ISO 20022
4 3 (0.84%) ISO 9001
4 3 (0.84%) ISO/IEC 27001
4 3 (0.84%) PCI DSS
5 2 (0.56%) GCP
6 1 (0.28%) GDPR
6 1 (0.28%) SLA
System Software
1 41 (11.48%) Docker
2 7 (1.96%) Active Directory
2 7 (1.96%) HDFS
3 4 (1.12%) Apache Flume
4 3 (0.84%) Varnish
5 1 (0.28%) Apache ZooKeeper
5 1 (0.28%) LXC
Systems Management
1 18 (5.04%) Kibana
2 13 (3.64%) Ansible
3 11 (3.08%) Opscode Chef
4 8 (2.24%) Kubernetes
5 5 (1.40%) Ambari
5 5 (1.40%) Consul
6 3 (0.84%) Oozie
7 2 (0.56%) Data Guard
7 2 (0.56%) Docker Swarm
7 2 (0.56%) Oracle Enterprise Manager
7 2 (0.56%) Oracle RMAN
8 1 (0.28%) Failover Clustering
8 1 (0.28%) Grafana
8 1 (0.28%) Graphite
8 1 (0.28%) Hadoop YARN
8 1 (0.28%) logstash
8 1 (0.28%) Mesos
8 1 (0.28%) Rancher
8 1 (0.28%) yum
Vendors
1 89 (24.93%) Tableau
2 59 (16.53%) Google
3 47 (13.17%) SAP
4 45 (12.61%) Oracle
5 39 (10.92%) Microsoft
6 32 (8.96%) Birst
7 26 (7.28%) Talend
8 22 (6.16%) MicroStrategy
9 17 (4.76%) Cadence
9 17 (4.76%) Vertica
10 16 (4.48%) Netezza
11 15 (4.20%) Informatica
11 15 (4.20%) SnapLogic
12 9 (2.52%) Cloudera
13 8 (2.24%) Adaptive Insights
13 8 (2.24%) Teradata
14 7 (1.96%) Alteryx
15 5 (1.40%) Hortonworks
15 5 (1.40%) New Relic
16 3 (0.84%) Greenplum
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Salary: £65000 - £67000 per annum + full benefits package & shares
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Salary: circ £50,000 to £65,000
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Cheshire Datasystems Limited
Salary: Up to £45,000 per annum dependant on experience
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Salary: From £50,000 to £70,000 per annum
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Salary: £50000 - £60000 per annum + Benefits
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Salary: £35000 - £40000 per annum
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