Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 588 814 868
Rank change year-on-year +226 +54 +292
Permanent jobs citing Amazon Redshift 650 407 356
As % of all permanent IT jobs advertised in the UK 0.41% 0.23% 0.19%
As % of the Database & Business Intelligence category 1.42% 0.75% 0.64%
Number of salaries quoted 501 329 325
UK median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - +9.09%
10th Percentile £42,500 £37,500 £37,500
90th Percentile £105,000 £95,500 £86,250
UK excluding London median annual salary £65,000 £50,000 £52,500
% change year-on-year +30.00% -4.76% +20.69%

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 45,807 54,519 55,256
As % of all permanent IT jobs advertised in the UK 28.76% 30.35% 29.78%
Number of salaries quoted 37,577 44,926 47,237
UK median annual salary £50,165 £47,500 £47,500
Median salary % change year-on-year +5.61% - +5.56%
10th Percentile £31,250 £30,000 £29,200
90th Percentile £85,000 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 14 December 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 14 December 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 +243 633 £71,250 +18.75% 93
London +173 422 £80,000 +23.08% 64
UK excluding London +139 227 £65,000 +30.00% 34
North of England +114 99 £59,250 +30.22% 9
North West +75 67 £70,000 +55.56% 6
South East +63 53 £83,750 +179.17% 6
Midlands +76 42 £82,500 +120.00% 5
West Midlands +80 39 £82,500 +100.00% 5
South West +3 36 £72,500 +45.00% 7
Yorkshire +35 23 £43,750 -56.25% 2
East of England +24 11 £50,500 -8.18% 2
North East +14 9 £52,500 +14.13% 1
Scotland -24 9 £60,000 +33.33% 2
Northern Ireland -1 6 £42,500 +30.77% 2
East Midlands +28 2 £45,000 +20.00%
Wales +9 2 £46,250 +8.82% 1

For the 6 months to 14 December 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.

1 572 (88.00%) Amazon AWS
2 429 (66.00%) Python
3 324 (49.85%) SQL
4 300 (46.15%) Agile Software Development
5 299 (46.00%) Java
5 299 (46.00%) Big Data
6 271 (41.69%) Apache Spark
7 243 (37.38%) Hadoop
8 227 (34.92%) Scala
9 223 (34.31%) NoSQL
10 190 (29.23%) Analytics
11 178 (27.38%) Kafka
12 165 (25.38%) Data Warehouse
13 163 (25.08%) ETL
14 158 (24.31%) Business Intelligence
15 144 (22.15%) Apache Hive
16 142 (21.85%) Web Services
17 140 (21.54%) Scrum
17 140 (21.54%) Microsoft Azure
17 140 (21.54%) Amazon EC2
18 135 (20.77%) Data Science
19 129 (19.85%) Data Modelling
19 129 (19.85%) Software Engineering
19 129 (19.85%) Amazon EMR
20 127 (19.54%) Flink
20 127 (19.54%) AWS Lambda
21 126 (19.38%) Amazon S3
22 125 (19.23%) Serverless
23 124 (19.08%) Google Cloud Platform
24 123 (18.92%) Tableau

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
1 271 (41.69%) Apache Spark
2 105 (16.15%) Elasticsearch
3 85 (13.08%) Apache Pig
4 69 (10.62%) Apache
5 28 (4.31%) Apache Solr
6 10 (1.54%) SAS
7 9 (1.38%) Apache Airflow
8 8 (1.23%) nginx
8 8 (1.23%) Tomcat
9 5 (0.77%) Luigi
10 4 (0.62%) Confluence
10 4 (0.62%) Oracle Workflow
10 4 (0.62%) WildFly
11 3 (0.46%) Adobe Experience Manager
11 3 (0.46%) IIS
12 2 (0.31%) Jupyter
13 1 (0.15%) MediaWiki
13 1 (0.15%) SharePoint Server
Applications
1 26 (4.00%) Microsoft Office
2 5 (0.77%) Microsoft Excel
2 5 (0.77%) SPSS
3 2 (0.31%) Stata
4 1 (0.15%) Mingle
Business Applications
1 4 (0.62%) NetSuite
2 2 (0.31%) Oracle EBS R12
2 2 (0.31%) SAP Business One
3 1 (0.15%) Oracle EBS
3 1 (0.15%) Oracle Receivables
Cloud Services
1 572 (88.00%) Amazon AWS
2 140 (21.54%) Amazon EC2
2 140 (21.54%) Microsoft Azure
3 129 (19.85%) Amazon EMR
4 127 (19.54%) AWS Lambda
5 126 (19.38%) Amazon S3
6 125 (19.23%) Serverless
7 124 (19.08%) Google Cloud Platform
8 111 (17.08%) Amazon Kinesis
9 53 (8.15%) Cloud Computing
10 49 (7.54%) Amazon SQS
11 32 (4.92%) Azure Active Directory
12 26 (4.00%) AWS CloudFormation
13 24 (3.69%) GitHub
13 24 (3.69%) Office 365
14 19 (2.92%) SaaS
15 13 (2.00%) Virtual Private Cloud
16 12 (1.85%) Amazon ELB
16 12 (1.85%) Google Analytics
17 11 (1.69%) Amazon SageMaker
Communications & Networking
1 33 (5.08%) Network Security
2 27 (4.15%) Internet
3 4 (0.62%) Kerberos
4 2 (0.31%) SMS
4 2 (0.31%) SSH
4 2 (0.31%) Wi-Fi
5 1 (0.15%) VPN
5 1 (0.15%) Wireshark
Database & Business Intelligence
1 299 (46.00%) Big Data
2 243 (37.38%) Hadoop
3 223 (34.31%) NoSQL
4 165 (25.38%) Data Warehouse
5 144 (22.15%) Apache Hive
6 127 (19.54%) Flink
7 120 (18.46%) Apache Cassandra
8 111 (17.08%) PostgreSQL
9 109 (16.77%) HBase
10 101 (15.54%) SQL Server
11 96 (14.77%) Relational Database
12 86 (13.23%) Amazon RDS
13 85 (13.08%) Impala
14 80 (12.31%) MySQL
15 76 (11.69%) MongoDB
16 74 (11.38%) BigQuery
17 65 (10.00%) Amazon DynamoDB
18 62 (9.54%) Couchbase
19 59 (9.08%) CouchDB
20 56 (8.62%) Amazon Athena
Development Applications
1 75 (11.54%) Git (software)
2 57 (8.77%) JIRA
3 39 (6.00%) Jenkins
4 10 (1.54%) Maven
5 9 (1.38%) TeamCity
6 7 (1.08%) Atlassian Bamboo
6 7 (1.08%) JUnit
6 7 (1.08%) Selenium
7 6 (0.92%) Bitbucket
7 6 (0.92%) ERwin
7 6 (0.92%) Hudson
8 5 (0.77%) Firebug
8 5 (0.77%) GitLab
8 5 (0.77%) Visual Website Optimizer
9 4 (0.62%) Ant
9 4 (0.62%) Cucumber
9 4 (0.62%) Gradle
9 4 (0.62%) jMock
9 4 (0.62%) Mockito
10 3 (0.46%) Subversion
General
1 85 (13.08%) Finance
2 28 (4.31%) Games
3 26 (4.00%) Retail
4 13 (2.00%) Advertising
4 13 (2.00%) Marketing
4 13 (2.00%) Military
5 12 (1.85%) Law
6 11 (1.69%) Pharmaceutical
7 7 (1.08%) Automotive
7 7 (1.08%) Publishing
8 6 (0.92%) Manufacturing
9 5 (0.77%) Banking
10 3 (0.46%) Music Industry
11 1 (0.15%) Telecoms
Job Titles
1 184 (28.31%) Data Engineer
2 137 (21.08%) Developer
3 111 (17.08%) Architect
4 103 (15.85%) Big Data Engineer
5 64 (9.85%) Data Architect
6 56 (8.62%) Senior Data Engineer
7 53 (8.15%) Data Scientist
8 50 (7.69%) Cloud Architect
9 43 (6.62%) Solutions Architect
10 41 (6.31%) Business Intelligence Developer
11 39 (6.00%) Cloud Solutions Architect
12 31 (4.77%) Big Data Architect
13 29 (4.46%) Lead Architect
14 28 (4.31%) Lead Solutions Architect
14 28 (4.31%) Software Engineer
15 27 (4.15%) Java Developer
16 25 (3.85%) AWS Engineer
16 25 (3.85%) Senior Architect
17 24 (3.69%) Senior Data Architect
18 23 (3.54%) Consultant
Libraries, Frameworks & Software Standards
1 178 (27.38%) Kafka
2 142 (21.85%) Web Services
3 69 (10.62%) .NET
4 62 (9.54%) Spark Streaming
5 30 (4.62%) ASP.NET
6 26 (4.00%) ASP.NET Web API
7 25 (3.85%) HTML
8 24 (3.69%) CSS
9 23 (3.54%) React
10 22 (3.38%) REST
11 20 (3.08%) Node.js
12 19 (2.92%) AngularJS
13 18 (2.77%) Elastic Stack
13 18 (2.77%) Pandas
14 16 (2.46%) TensorFlow
15 15 (2.31%) Middleware
15 15 (2.31%) Spring
16 13 (2.00%) jQuery
16 13 (2.00%) JSON
16 13 (2.00%) RESTful
Miscellaneous
1 79 (12.15%) Fintech
2 43 (6.62%) Algorithms
2 43 (6.62%) Analytical Skills
3 27 (4.15%) Data Structures
4 20 (3.08%) Data Centre
5 19 (2.92%) Clustering
5 19 (2.92%) Greenfield Project
6 18 (2.77%) Internet of Things
7 16 (2.46%) Virtual Team
8 13 (2.00%) Mobile App
9 10 (1.54%) Public Cloud
9 10 (1.54%) Self-Motivation
10 9 (1.38%) Enterprise Software
10 9 (1.38%) User Experience
11 8 (1.23%) Private Cloud
12 6 (0.92%) Cloud Native
12 6 (0.92%) Linux Command Line
12 6 (0.92%) Management Information System
12 6 (0.92%) Reinsurance
13 5 (0.77%) Driving Licence
Operating Systems
1 92 (14.15%) Linux
2 30 (4.62%) Unix
3 18 (2.77%) Ubuntu
4 17 (2.62%) CentOS
4 17 (2.62%) Windows
5 15 (2.31%) Red Hat Enterprise Linux
6 7 (1.08%) Apple iOS
7 3 (0.46%) SmartOS
7 3 (0.46%) Windows Server
Processes & Methodologies
1 300 (46.15%) Agile Software Development
2 190 (29.23%) Analytics
3 163 (25.08%) ETL
4 158 (24.31%) Business Intelligence
5 140 (21.54%) Scrum
6 135 (20.77%) Data Science
7 129 (19.85%) Data Modelling
7 129 (19.85%) Software Engineering
8 106 (16.31%) Machine Learning
9 101 (15.54%) DevOps
10 96 (14.77%) MapReduce
11 89 (13.69%) Kanban
12 85 (13.08%) Visualisation
13 83 (12.77%) TDD
14 78 (12.00%) Data Engineering
15 77 (11.85%) Computer Science
16 76 (11.69%) Open Source
17 71 (10.92%) Mathematics
18 60 (9.23%) Data Analytics
19 55 (8.46%) Configuration Management
Programming Languages
1 429 (66.00%) Python
2 324 (49.85%) SQL
3 299 (46.00%) Java
4 227 (34.92%) Scala
5 84 (12.92%) R
6 74 (11.38%) C#
7 55 (8.46%) JavaScript
8 36 (5.54%) Shell Script
9 30 (4.62%) Ruby
10 27 (4.15%) PL/SQL
11 23 (3.54%) Go
12 22 (3.38%) C++
13 19 (2.92%) C
14 15 (2.31%) T-SQL
15 14 (2.15%) Bash Shell
16 12 (1.85%) Perl
17 11 (1.69%) MATLAB
18 9 (1.38%) PowerShell
19 8 (1.23%) TypeScript
20 7 (1.08%) Java 8
Qualifications
1 81 (12.46%) Degree
2 49 (7.54%) Computer Science Degree
3 39 (6.00%) Numerate Degree
4 33 (5.08%) MCSA
4 33 (5.08%) MCSE
4 33 (5.08%) Microsoft Certification
4 33 (5.08%) Security Cleared
5 29 (4.46%) AWS Certification
6 9 (1.38%) SC Cleared
7 8 (1.23%) PhD
8 2 (0.31%) Master's Degree
Quality Assurance & Compliance
1 34 (5.23%) Data Quality
2 13 (2.00%) GDPR
3 12 (1.85%) ISO/IEC 27001
3 12 (1.85%) QA
4 10 (1.54%) MiFID
System Software
1 68 (10.46%) Docker
2 65 (10.00%) Apache Flume
3 33 (5.08%) HDFS
4 32 (4.92%) Active Directory
5 9 (1.38%) Apache ZooKeeper
6 3 (0.46%) Virtual Servers
7 1 (0.15%) VirtualBox
Systems Management
1 86 (13.23%) Oozie
2 69 (10.62%) Hadoop YARN
3 40 (6.15%) Ansible
4 34 (5.23%) Terraform
5 30 (4.62%) Kubernetes
6 27 (4.15%) Puppet
7 25 (3.85%) Kibana
8 20 (3.08%) Opscode Chef
9 16 (2.46%) logstash
10 12 (1.85%) Salt
11 10 (1.54%) Ambari
11 10 (1.54%) Packer
12 7 (1.08%) Mesos
13 6 (0.92%) Nagios
14 5 (0.77%) Grafana
15 4 (0.62%) Xymon
15 4 (0.62%) ZABBIX
16 3 (0.46%) Graphite
17 2 (0.31%) Consul
17 2 (0.31%) Docker Swarm
Vendors
1 123 (18.92%) Tableau
2 100 (15.38%) Google
3 88 (13.54%) Cloudera
4 84 (12.92%) Microsoft
5 74 (11.38%) Hortonworks
6 67 (10.31%) Oracle
7 59 (9.08%) Databricks
7 59 (9.08%) MapR
8 58 (8.92%) Talend
9 45 (6.92%) Informatica
10 39 (6.00%) CA Agile Central
11 35 (5.38%) SAP
12 34 (5.23%) IBM
13 25 (3.85%) TIBCO
14 23 (3.54%) Splunk
15 22 (3.38%) Teradata
16 19 (2.92%) Greenplum
16 19 (2.92%) Vertica
17 17 (2.62%) Red Hat
17 17 (2.62%) Salesforce.com