The table below looks at the statistics for Amazon Redshift skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Amazon Redshift over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Amazon Redshift
UK / England
Rank 681 774 799
Rank change year-on-year
+93 +25
Permanent jobs citing Amazon Redshift 159 140 118
As % of all permanent IT jobs located in England 0.20% 0.15% 0.12%
As % of the Database & Business Intelligence category 0.67% 0.46% 0.39%
Number of salaries quoted 125 114 116
Median salary £65,000 £57,500 £63,750
Median salary % change year-on-year
+13.04% -9.80%
90% offered a salary of more than £46,900 £45,000 £45,000
10% offered a salary of more than £85,000 £77,500 £73,750
UK excluding London median salary £57,500 £50,000 £60,000
% change year-on-year
+15.00% -16.66%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23742 30214 30561
As % of all permanent IT jobs located in England 30.18% 31.61% 31.14%
Number of salaries quoted 20380 25960 26403
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Amazon Redshift
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Amazon Redshift as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Amazon Redshift Jobs Demand Trend 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 across the England region.

Amazon Redshift Salary Trend in England

Amazon Redshift
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Amazon Redshift across the England region over the 3 months to 22 February 2017.

Amazon Redshift Salary Histogram 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 22 February 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 +82 128 £67,500 +17.39% 17
South West +35 16 £82,500 +135.71% 2
South East +77 7 £57,500 -20.68%
North West -25 3 £43,500 -39.16% 3
West Midlands - 2 £50,000 -
East of England - 2 - -
Yorkshire +26 1 £30,000 -40.00%
Amazon Redshift
UK

Amazon Redshift
Top 30 Related IT Skills in England

For the 6 months to 22 February 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.

1 272 (84.74%) Amazon AWS
2 203 (63.24%) SQL
3 156 (48.60%) Business Intelligence
4 138 (42.99%) Big Data
4 138 (42.99%) Analytics
5 137 (42.68%) Hadoop
5 137 (42.68%) Data Warehouse
6 136 (42.37%) Python
7 120 (37.38%) Agile Software Development
8 96 (29.91%) SQL Server
9 95 (29.60%) Tableau
10 86 (26.79%) NoSQL
11 84 (26.17%) ETL
12 82 (25.55%) Relational Database
13 81 (25.23%) MySQL
14 80 (24.92%) Web Services
14 80 (24.92%) Apache Spark
15 77 (23.99%) Java
16 75 (23.36%) Data Modelling
17 74 (23.05%) Google
18 68 (21.18%) Google Cloud Platform
18 68 (21.18%) MongoDB
19 67 (20.87%) DevOps
20 62 (19.31%) Degree
21 61 (19.00%) PostgreSQL
21 61 (19.00%) Data Architecture
22 59 (18.38%) Amazon S3
23 58 (18.07%) Linux
24 55 (17.13%) Finance
24 55 (17.13%) Scala

Amazon Redshift
Top Related 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 80 (24.92%) Apache Spark
2 27 (8.41%) Apache
2 27 (8.41%) Elasticsearch
3 14 (4.36%) SAS
4 13 (4.05%) Apache Pig
5 12 (3.74%) JBoss
5 12 (3.74%) Mule
6 6 (1.87%) Apache Airflow
6 6 (1.87%) Luigi
7 5 (1.56%) nginx
7 5 (1.56%) SharePoint
8 4 (1.25%) Apache Qpid
8 4 (1.25%) Lightstreamer
8 4 (1.25%) WebORB
9 2 (0.62%) Jupyter
9 2 (0.62%) Tomcat
10 1 (0.31%) Apache Solr
10 1 (0.31%) Confluence
10 1 (0.31%) OpenStack
Applications
1 8 (2.49%) MS Excel
2 7 (2.18%) SPSS
3 4 (1.25%) MS Office
3 4 (1.25%) MS PowerPoint
4 3 (0.93%) Spreadsheet
4 3 (0.93%) Stata
5 1 (0.31%) EViews
5 1 (0.31%) Gephi
Business Applications
1 11 (3.43%) SAP Oil and Gas
2 7 (2.18%) Sage 200
2 7 (2.18%) Salesforce.com CRM
3 4 (1.25%) Dynamics AX
3 4 (1.25%) Magento
4 1 (0.31%) Oracle Financials
4 1 (0.31%) WebTrends
Cloud Services
1 272 (84.74%) Amazon AWS
2 68 (21.18%) Google Cloud Platform
3 59 (18.38%) Amazon S3
4 52 (16.20%) Microsoft Azure
5 50 (15.58%) Amazon EC2
6 49 (15.26%) Amazon EMR
7 40 (12.46%) Amazon Kinesis
8 10 (3.12%) Virtual Private Cloud
9 7 (2.18%) Amazon ELB
9 7 (2.18%) Amazon SQS
9 7 (2.18%) Route 53
9 7 (2.18%) SaaS
10 6 (1.87%) AWS Lambda
11 5 (1.56%) AWS CloudFormation
11 5 (1.56%) AWS Elastic Beanstalk
11 5 (1.56%) CloudFront
12 4 (1.25%) AWS Data Pipeline
12 4 (1.25%) Cloud Computing
12 4 (1.25%) Google Analytics
13 3 (0.93%) Amazon CloudWatch
Communications & Networking
1 31 (9.66%) Internet
2 14 (4.36%) Firewall
3 10 (3.12%) DNS
3 10 (3.12%) NAS
3 10 (3.12%) SAN
4 7 (2.18%) FTP
5 5 (1.56%) SSL
6 4 (1.25%) TCP/IP
7 1 (0.31%) HTTPS
7 1 (0.31%) NFC
7 1 (0.31%) Reverse Proxy
7 1 (0.31%) SMS
7 1 (0.31%) Wi-Fi
Database & Business Intelligence
1 138 (42.99%) Big Data
2 137 (42.68%) Data Warehouse
2 137 (42.68%) Hadoop
3 96 (29.91%) SQL Server
4 86 (26.79%) NoSQL
5 82 (25.55%) Relational Database
6 81 (25.23%) MySQL
7 68 (21.18%) MongoDB
8 61 (19.00%) PostgreSQL
9 51 (15.89%) RDBMS
10 44 (13.71%) Apache Hive
11 41 (12.77%) BigQuery
12 36 (11.21%) SQL Server Integration Services
13 33 (10.28%) Amazon DynamoDB
14 32 (9.97%) Pentaho
15 27 (8.41%) QlikView
16 24 (7.48%) Bigtable
17 23 (7.17%) Looker
18 22 (6.85%) Amazon RDS
18 22 (6.85%) SQL Server 2008
Development Applications
1 44 (13.71%) Talend Open Studio
2 17 (5.30%) Git (software)
2 17 (5.30%) Jenkins
3 15 (4.67%) Team Foundation Server
4 10 (3.12%) Visual Studio
5 9 (2.80%) JIRA
6 6 (1.87%) Maven
7 4 (1.25%) Eclipse
7 4 (1.25%) Mercurial
8 2 (0.62%) PHPUnit
8 2 (0.62%) Subversion
9 1 (0.31%) ERwin
9 1 (0.31%) Selenium
9 1 (0.31%) SonarQube
9 1 (0.31%) Vagrant
General
1 55 (17.13%) Finance
2 38 (11.84%) Marketing
3 37 (11.53%) Retail
4 27 (8.41%) Games
5 18 (5.61%) Financial Institution
5 18 (5.61%) Manufacturing
5 18 (5.61%) Telecoms
6 11 (3.43%) Advertising
6 11 (3.43%) Electronics
7 9 (2.80%) Legal
8 7 (2.18%) Automotive
8 7 (2.18%) Banking
9 5 (1.56%) Publishing
10 3 (0.93%) Back Office
10 3 (0.93%) Law
10 3 (0.93%) Music Industry
11 2 (0.62%) Online Betting
12 1 (0.31%) Front Office
Job Titles
1 99 (30.84%) Data Engineer
2 69 (21.50%) Architect
3 67 (20.87%) Developer
4 40 (12.46%) Data Architect
5 33 (10.28%) Big Data Engineer
6 20 (6.23%) AWS Architect
6 20 (6.23%) Business Intelligence Developer
7 19 (5.92%) Software Engineer
8 15 (4.67%) Big Data Architect
8 15 (4.67%) Consultant
8 15 (4.67%) DBA
9 14 (4.36%) Administrator
9 14 (4.36%) Analyst
9 14 (4.36%) Hadoop Engineer
10 13 (4.05%) Data Scientist
10 13 (4.05%) Solutions Architect
10 13 (4.05%) SQL DBA
11 12 (3.74%) Data Warehouse Architect
12 11 (3.43%) Java Developer
12 11 (3.43%) Senior Developer
Libraries, Frameworks & Software Standards
1 80 (24.92%) Web Services
2 35 (10.90%) Kafka
3 18 (5.61%) AngularJS
4 17 (5.30%) .NET
5 13 (4.05%) Node.js
6 12 (3.74%) Spring
7 11 (3.43%) HTML
8 10 (3.12%) Apache Camel
8 10 (3.12%) Spring MVC
9 9 (2.80%) scikit-learn
10 8 (2.49%) ASP.NET
10 8 (2.49%) ASP.NET MVC
10 8 (2.49%) HTML5
11 7 (2.18%) CSS
11 7 (2.18%) D3.js
11 7 (2.18%) jQuery
11 7 (2.18%) Serverless Framework
12 6 (1.87%) .NET Framework
12 6 (1.87%) Scrapy
13 5 (1.56%) WCF
Miscellaneous
1 52 (16.20%) Computer Science
2 38 (11.84%) Analytical Skills
3 22 (6.85%) Management Information System
4 19 (5.92%) Data Structures
5 17 (5.30%) Equities
5 17 (5.30%) Fixed Income
6 16 (4.98%) Linux Command Line
7 15 (4.67%) Online Games
8 14 (4.36%) Mobile App
9 9 (2.80%) Algorithms
10 5 (1.56%) Client/Server
11 4 (1.25%) Replication
12 3 (0.93%) Clustering
12 3 (0.93%) Internet of Things
12 3 (0.93%) User Experience
12 3 (0.93%) Xbox
13 2 (0.62%) Social Media
13 2 (0.62%) Social Network
14 1 (0.31%) Credit Risk
14 1 (0.31%) Digital TV
Operating Systems
1 58 (18.07%) Linux
2 13 (4.05%) Windows
3 8 (2.49%) Unix
4 1 (0.31%) Android
4 1 (0.31%) Apple iOS
4 1 (0.31%) CentOS
4 1 (0.31%) Red Hat Enterprise Linux
4 1 (0.31%) Ubuntu
4 1 (0.31%) Windows Server 2012
Processes & Methodologies
1 156 (48.60%) Business Intelligence
2 138 (42.99%) Analytics
3 120 (37.38%) Agile Software Development
4 84 (26.17%) ETL
5 75 (23.36%) Data Modelling
6 67 (20.87%) DevOps
7 61 (19.00%) Data Architecture
8 54 (16.82%) Scrum
8 54 (16.82%) Software Engineering
9 41 (12.77%) Mathematics
10 36 (11.21%) Visualisation
11 35 (10.90%) Data Engineering
11 35 (10.90%) TDD
12 34 (10.59%) E-Commerce
13 32 (9.97%) Data Analytics
13 32 (9.97%) Machine Learning
14 28 (8.72%) Information Security
15 27 (8.41%) Open Source
16 26 (8.10%) MapReduce
17 24 (7.48%) Data Visualisation
Programming Languages
1 203 (63.24%) SQL
2 136 (42.37%) Python
3 77 (23.99%) Java
4 55 (17.13%) Scala
5 36 (11.21%) R
6 30 (9.35%) C#
7 28 (8.72%) Shell Script
8 24 (7.48%) JavaScript
9 14 (4.36%) PHP
9 14 (4.36%) Ruby
10 13 (4.05%) T-SQL
11 12 (3.74%) C++
11 12 (3.74%) PowerShell
12 11 (3.43%) TypeScript
13 7 (2.18%) Bash Shell
14 6 (1.87%) Perl
15 4 (1.25%) Clojure
15 4 (1.25%) VBA
16 3 (0.93%) Haskell
16 3 (0.93%) MATLAB
Qualifications
1 62 (19.31%) Degree
2 4 (1.25%) PhD
3 1 (0.31%) AWS Certification
Quality Assurance & Compliance
1 20 (6.23%) QA
2 19 (5.92%) Data Quality
3 10 (3.12%) ISO/IEC 27001
3 10 (3.12%) PCI DSS
4 4 (1.25%) ISO20022
5 3 (0.93%) SLA
System Software
1 26 (8.10%) Docker
2 10 (3.12%) VMware ESX
2 10 (3.12%) VMware ESXi
3 9 (2.80%) HDFS
4 3 (0.93%) Varnish
5 2 (0.62%) Apache Flume
6 1 (0.31%) Apache ZooKeeper
Systems Management
1 12 (3.74%) Opscode Chef
2 10 (3.12%) SCOM
3 9 (2.80%) Puppet
4 8 (2.49%) Ansible
5 7 (2.18%) Kibana
6 3 (0.93%) Ambari
7 2 (0.62%) Consul
7 2 (0.62%) Kubernetes
7 2 (0.62%) Oozie
8 1 (0.31%) Grafana
8 1 (0.31%) Graphite
8 1 (0.31%) logstash
8 1 (0.31%) Mesos
8 1 (0.31%) Salt
8 1 (0.31%) Terraform
Vendors
1 95 (29.60%) Tableau
2 74 (23.05%) Google
3 44 (13.71%) Talend
4 39 (12.15%) Oracle
5 28 (8.72%) MicroStrategy
6 25 (7.79%) SAP
7 23 (7.17%) Microsoft
7 23 (7.17%) Vertica
8 22 (6.85%) Informatica
8 22 (6.85%) Netezza
9 17 (5.30%) Cadence
10 14 (4.36%) ParAccel
11 10 (3.12%) VMware
12 8 (2.49%) Alteryx
12 8 (2.49%) Birst
12 8 (2.49%) Salesforce.com
13 7 (2.18%) Sage
13 7 (2.18%) Teradata
14 5 (1.56%) Cloudera
15 4 (1.25%) SolarWinds
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