Period
to 18 June 2019

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 18 June 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 551 741 818
Rank change year-on-year +190 +77 +149
Permanent jobs citing Amazon Redshift 694 476 379
As % of all permanent IT jobs advertised in the UK 0.48% 0.28% 0.22%
As % of the Database & Business Intelligence category 1.73% 0.90% 0.72%
Number of salaries quoted 546 380 304
UK median annual salary £72,500 £62,500 £62,500
Median salary % change year-on-year +16.00% - +8.70%
10th Percentile £45,000 £36,250 £37,500
90th Percentile £106,250 £87,500 £83,750
UK excluding London median annual salary £55,000 £50,000 £48,250
% change year-on-year +10.00% +3.63% +8.43%

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 40,015 52,691 53,003
As % of all permanent IT jobs advertised in the UK 27.90% 30.66% 30.80%
Number of salaries quoted 32,681 43,218 44,813
UK median annual salary £51,785 £50,000 £47,500
Median salary % change year-on-year +3.57% +5.26% -
10th Percentile £31,250 £31,250 £29,500
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 18 June 2019.

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 18 June 2019. 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 +213 683 £72,500 +16.00% 36
London +218 488 £80,000 +18.52% 20
UK excluding London +47 204 £55,000 +10.00% 17
Midlands +103 69 £55,000 +96.43% 3
West Midlands +82 55 £55,000 - 3
North of England +51 45 £51,250 +2.50% 6
South East +61 37 £70,000 +100.00% 3
South West -30 34 £51,250 +2.50% 1
North West +31 27 £54,875 +9.75% 2
East of England +54 14 £70,000 -3.45% 3
East Midlands +40 14 £50,000 +78.57%
Yorkshire +6 14 £45,000 +5.88% 2
Scotland -3 8 £55,000 +4.76% 1
North East +15 4 £55,000 -4.35% 2
Wales +14 1 £22,000 -45.00%

For the 6 months to 18 June 2019, 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.

1 624 (89.91%) Amazon AWS
2 438 (63.11%) Agile Software Development
3 375 (54.03%) Java
4 364 (52.45%) Python
5 324 (46.69%) SQL
6 288 (41.50%) Analytics
7 284 (40.92%) Big Data
8 276 (39.77%) Hadoop
9 258 (37.18%) Software Engineering
10 251 (36.17%) Apache Spark
11 211 (30.40%) DevOps
12 205 (29.54%) Scrum
13 204 (29.39%) Microsoft Azure
14 191 (27.52%) Data Warehouse
14 191 (27.52%) Terraform
15 189 (27.23%) Business Intelligence
16 186 (26.80%) ETL
17 183 (26.37%) Kafka
18 173 (24.93%) Web Services
19 171 (24.64%) Amazon S3
20 167 (24.06%) NoSQL
21 162 (23.34%) Google Cloud Platform
22 158 (22.77%) Finance
23 155 (22.33%) Scala
24 154 (22.19%) Data Science
25 153 (22.05%) Cloudera
26 143 (20.61%) Serverless
26 143 (20.61%) Docker
26 143 (20.61%) AWS Lambda
27 137 (19.74%) Amazon EC2

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
1 251 (36.17%) Apache Spark
2 132 (19.02%) Elasticsearch
3 82 (11.82%) Apache Pig
4 69 (9.94%) SAS
5 42 (6.05%) Apache
6 32 (4.61%) Apache Solr
7 10 (1.44%) Apache Airflow
8 8 (1.15%) Confluence
9 7 (1.01%) Jupyter
10 6 (0.86%) Adobe Experience Manager
11 5 (0.72%) Luigi
12 2 (0.29%) IIS
12 2 (0.29%) nginx
12 2 (0.29%) Tornado
13 1 (0.14%) Anypoint
13 1 (0.14%) Cloud Foundry
13 1 (0.14%) CMS
13 1 (0.14%) Tomcat
Applications
1 11 (1.59%) Microsoft Office
2 8 (1.15%) Microsoft Excel
3 4 (0.58%) Microsoft PowerPoint
4 2 (0.29%) Photoshop
4 2 (0.29%) ZBrush
5 1 (0.14%) 3ds Max
5 1 (0.14%) Adobe After Effects
5 1 (0.14%) Adobe Illustrator
5 1 (0.14%) CINEMA 4D
5 1 (0.14%) Maya
5 1 (0.14%) Mingle
5 1 (0.14%) MODO
Business Applications
1 5 (0.72%) Dynamics CRM
2 3 (0.43%) SAP ERP
3 2 (0.29%) Infor M3
4 1 (0.14%) Eloqua
4 1 (0.14%) SAP MDG
Cloud Services
1 624 (89.91%) Amazon AWS
2 204 (29.39%) Microsoft Azure
3 171 (24.64%) Amazon S3
4 162 (23.34%) Google Cloud Platform
5 143 (20.61%) AWS Lambda
5 143 (20.61%) Serverless
6 137 (19.74%) Amazon EC2
7 89 (12.82%) Amazon EMR
8 82 (11.82%) Amazon SQS
9 75 (10.81%) AWS Elastic Beanstalk
10 71 (10.23%) Power Platform
11 63 (9.08%) Amazon Kinesis
12 60 (8.65%) AWS CloudFormation
13 34 (4.90%) OpenShift
14 31 (4.47%) Amazon ECS
15 22 (3.17%) GitHub
15 22 (3.17%) PaaS
16 16 (2.31%) AWS Fargate
16 16 (2.31%) AWS IoT
16 16 (2.31%) Cloud Computing
Communications & Networking
1 24 (3.46%) Internet
2 15 (2.16%) FTP
2 15 (2.16%) HTTP
3 14 (2.02%) SMTP
3 14 (2.02%) SSH
4 13 (1.87%) MQTT
5 4 (0.58%) Network Security
6 3 (0.43%) DNS
7 2 (0.29%) Reverse Proxy
7 2 (0.29%) VPN
8 1 (0.14%) Firewall
8 1 (0.14%) TCP/IP
Database & Business Intelligence
1 284 (40.92%) Big Data
2 276 (39.77%) Hadoop
3 191 (27.52%) Data Warehouse
4 167 (24.06%) NoSQL
5 133 (19.16%) HBase
6 132 (19.02%) Apache Cassandra
7 128 (18.44%) Apache Hive
8 124 (17.87%) SQL Server
9 116 (16.71%) Amazon RDS
10 109 (15.71%) PostgreSQL
11 107 (15.42%) MySQL
12 100 (14.41%) Pentaho
13 94 (13.54%) BigQuery
14 92 (13.26%) Impala
15 90 (12.97%) Flink
16 71 (10.23%) Power BI
17 66 (9.51%) SQL Server Integration Services
18 64 (9.22%) Couchbase
18 64 (9.22%) CouchDB
19 63 (9.08%) Relational Database
Development Applications
1 127 (18.30%) Jenkins
2 116 (16.71%) Git (software)
3 88 (12.68%) Artifactory
4 70 (10.09%) Bitbucket
5 60 (8.65%) Maven
6 57 (8.21%) JIRA
7 36 (5.19%) GitLab
8 27 (3.89%) Selenium
9 19 (2.74%) Travis CI
10 10 (1.44%) Hudson
11 9 (1.30%) Atlassian Bamboo
11 9 (1.30%) TeamCity
12 6 (0.86%) Sonatype Nexus
13 4 (0.58%) Mocha
14 3 (0.43%) Cucumber
14 3 (0.43%) JUnit
14 3 (0.43%) Subversion
14 3 (0.43%) Visual Studio
15 2 (0.29%) ERwin
15 2 (0.29%) PowerDesigner
General
1 158 (22.77%) Finance
2 36 (5.19%) Marketing
3 35 (5.04%) Publishing
3 35 (5.04%) Retail
4 28 (4.03%) Banking
4 28 (4.03%) Law
5 26 (3.75%) Games
6 24 (3.46%) Front Office
7 20 (2.88%) Manufacturing
8 19 (2.74%) Electronics
9 12 (1.73%) Pharmaceutical
9 12 (1.73%) Telecoms
10 3 (0.43%) Advertising
10 3 (0.43%) Automotive
11 2 (0.29%) Corporate Banking
12 1 (0.14%) Retail Banking
Job Titles
1 174 (25.07%) Developer
2 140 (20.17%) Data Engineer
3 93 (13.40%) Software Engineer
4 79 (11.38%) Architect
5 75 (10.81%) AWS Developer
6 72 (10.37%) AWS Engineer
7 71 (10.23%) Data Architect
8 58 (8.36%) Analyst
8 58 (8.36%) Java Engineer
8 58 (8.36%) Java Software Engineer
9 50 (7.20%) Big Data Engineer
10 48 (6.92%) Big Data Architect
11 46 (6.63%) Java Developer
12 44 (6.34%) Business Intelligence Developer
13 38 (5.48%) Senior Data Engineer
14 34 (4.90%) Angular Developer
14 34 (4.90%) Java Software Developer
15 33 (4.76%) Data Scientist
15 33 (4.76%) JavaScript Developer
16 31 (4.47%) Data Analyst
Libraries, Frameworks & Software Standards
1 183 (26.37%) Kafka
2 173 (24.93%) Web Services
3 72 (10.37%) React
4 70 (10.09%) J2EE
5 60 (8.65%) .NET
5 60 (8.65%) AngularJS
5 60 (8.65%) RESTful
6 47 (6.77%) Spring
7 39 (5.62%) J2SE
7 39 (5.62%) Spark Streaming
8 33 (4.76%) Node.js
9 29 (4.18%) Vue.js
10 28 (4.03%) ASP.NET
11 20 (2.88%) LAMP
12 19 (2.74%) CSS
13 17 (2.45%) HTML
13 17 (2.45%) LAPP Stack
14 16 (2.31%) D3.js
15 15 (2.16%) NumPy
16 14 (2.02%) TensorFlow
Miscellaneous
1 45 (6.48%) Algorithms
1 45 (6.48%) Analytical Skills
2 31 (4.47%) Data Structures
3 24 (3.46%) Mobile App
4 20 (2.88%) Fixed Income
5 17 (2.45%) Derivative
6 16 (2.31%) Cloud Native
7 14 (2.02%) Equities
7 14 (2.02%) Foreign Exchange (FX)
7 14 (2.02%) Management Information System
8 13 (1.87%) Clustering
8 13 (1.87%) Greenfield Project
9 12 (1.73%) Life Science
9 12 (1.73%) Smart Home
10 10 (1.44%) Reinsurance
11 9 (1.30%) User Experience
12 7 (1.01%) Data Centre
12 7 (1.01%) Self-Motivation
13 6 (0.86%) Enterprise Software
14 5 (0.72%) Xbox
Operating Systems
1 79 (11.38%) Unix
2 68 (9.80%) Linux
3 17 (2.45%) Apple iOS
4 11 (1.59%) Red Hat Enterprise Linux
5 9 (1.30%) Android
6 8 (1.15%) CentOS
6 8 (1.15%) Ubuntu
7 6 (0.86%) Windows
8 1 (0.14%) Windows Server
Processes & Methodologies
1 438 (63.11%) Agile Software Development
2 288 (41.50%) Analytics
3 258 (37.18%) Software Engineering
4 211 (30.40%) DevOps
5 205 (29.54%) Scrum
6 189 (27.23%) Business Intelligence
7 186 (26.80%) ETL
8 154 (22.19%) Data Science
9 121 (17.44%) Data Analytics
10 115 (16.57%) MapReduce
11 102 (14.70%) Machine Learning
11 102 (14.70%) Visualisation
12 92 (13.26%) Continuous Integration
13 91 (13.11%) Kanban
14 88 (12.68%) Data Modelling
15 87 (12.54%) Microservices
16 85 (12.25%) Data Engineering
17 83 (11.96%) Computer Science
18 78 (11.24%) Asset Management
19 68 (9.80%) Open Source
Programming Languages
1 375 (54.03%) Java
2 364 (52.45%) Python
3 324 (46.69%) SQL
4 155 (22.33%) Scala
5 90 (12.97%) JavaScript
6 83 (11.96%) C#
7 52 (7.49%) R
8 37 (5.33%) PL/SQL
9 21 (3.03%) C++
10 18 (2.59%) Go
11 17 (2.45%) TypeScript
12 16 (2.31%) Bash Shell
12 16 (2.31%) C
12 16 (2.31%) Ruby
13 15 (2.16%) PHP
14 14 (2.02%) T-SQL
15 13 (1.87%) Clojure
15 13 (1.87%) Shell Script
16 7 (1.01%) Perl
17 6 (0.86%) PHP 7
Qualifications
1 75 (10.81%) Degree
2 50 (7.20%) Computer Science Degree
3 40 (5.76%) Numerate Degree
4 18 (2.59%) AWS Certification
5 12 (1.73%) Master's Degree
5 12 (1.73%) Security Cleared
6 9 (1.30%) PhD
7 8 (1.15%) MCP
7 8 (1.15%) SC Cleared
8 4 (0.58%) MCSA
8 4 (0.58%) MCSE
8 4 (0.58%) Microsoft Certification
Quality Assurance & Compliance
1 22 (3.17%) Data Quality
2 13 (1.87%) ISO/IEC 27001
3 12 (1.73%) QA
4 6 (0.86%) ISO 9001
5 4 (0.58%) GDPR
6 3 (0.43%) COBIT
7 1 (0.14%) PMO
System Software
1 143 (20.61%) Docker
2 74 (10.66%) Apache Flume
3 14 (2.02%) Apache ZooKeeper
3 14 (2.02%) HDFS
4 4 (0.58%) Active Directory
5 2 (0.29%) Virtual Servers
6 1 (0.14%) iptables
Systems Management
1 191 (27.52%) Terraform
2 117 (16.86%) Ansible
3 88 (12.68%) Kubernetes
4 80 (11.53%) Oozie
5 69 (9.94%) Hadoop YARN
6 23 (3.31%) Opscode Chef
7 22 (3.17%) Puppet
8 15 (2.16%) Salt
9 13 (1.87%) Kibana
10 4 (0.58%) Mesos
10 4 (0.58%) Prometheus
11 2 (0.29%) Nagios
11 2 (0.29%) Packer
11 2 (0.29%) Red Hat Spacewalk
12 1 (0.14%) Grafana
12 1 (0.14%) Graphite
12 1 (0.14%) Icinga
12 1 (0.14%) logstash
Vendors
1 153 (22.05%) Cloudera
2 122 (17.58%) Tableau
3 118 (17.00%) Oracle
4 106 (15.27%) Google
5 88 (12.68%) Talend
6 73 (10.52%) Databricks
7 72 (10.37%) Microsoft
8 68 (9.80%) Hortonworks
8 68 (9.80%) Informatica
9 64 (9.22%) MapR
10 47 (6.77%) SAP
11 45 (6.48%) IBM
12 30 (4.32%) Teradata
12 30 (4.32%) Vertica
13 24 (3.46%) Greenplum
14 17 (2.45%) Birst
14 17 (2.45%) HP
14 17 (2.45%) TIBCO
15 14 (2.02%) Red Hat
16 11 (1.59%) SaltStack