Period
to 15 September 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 15 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
15 Sep 2019
Same period 2018 Same period 2017
Rank 596 674 881
Rank change year-on-year +78 +207 +53
Permanent jobs citing Amazon Redshift 577 555 342
As % of all permanent IT jobs advertised in the UK 0.41% 0.33% 0.19%
As % of the Database & Business Intelligence category 1.52% 1.12% 0.63%
Number of salaries quoted 461 407 281
UK median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% -
10th Percentile £45,000 £41,250 £37,500
90th Percentile £102,500 £90,000 £87,500
UK excluding London median annual salary £55,000 £55,000 £42,000
% change year-on-year - +30.95% -20.00%

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 37,858 49,660 54,319
As % of all permanent IT jobs advertised in the UK 27.05% 29.77% 30.61%
Number of salaries quoted 30,924 40,480 44,746
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.03%

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 15 September 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 15 September 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 +92 562 £70,000 +7.69% 130
London +116 385 £80,000 +14.29% 87
UK excluding London +36 189 £55,000 - 45
Midlands +62 50 £55,000 -33.33% 3
South West +2 47 £52,500 -12.50% 9
North of England -2 40 £60,000 +20.00% 22
West Midlands +44 38 £55,000 -33.33% 3
South East +23 27 £70,000 +12.00% 4
North West +4 23 £60,000 +20.00% 18
Yorkshire 0 14 £45,000 +5.88% 4
East of England +51 13 £80,000 +10.34% 5
East Midlands - 12 £50,000 -
Scotland +15 9 £42,500 -19.05% 2
North East +12 3 £55,000 -4.35%
Wales +11 3 £41,000 +5.81%

For the 6 months to 15 September 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.

1 498 (86.31%) AWS
2 310 (53.73%) SQL
3 296 (51.30%) Python
4 293 (50.78%) Agile Software Development
5 258 (44.71%) Analytics
6 249 (43.15%) Java
7 195 (33.80%) Data Warehouse
8 194 (33.62%) ETL
9 193 (33.45%) Big Data
10 190 (32.93%) Hadoop
11 189 (32.76%) Software Engineering
12 177 (30.68%) DevOps
13 176 (30.50%) Business Intelligence
14 171 (29.64%) Apache Spark
15 167 (28.94%) GCP
16 164 (28.42%) Terraform
17 158 (27.38%) Azure
18 143 (24.78%) Amazon S3
19 133 (23.05%) Finance
20 131 (22.70%) Docker
21 128 (22.18%) Data Science
22 125 (21.66%) Web Services
23 122 (21.14%) BigQuery
24 111 (19.24%) Kubernetes
24 111 (19.24%) Serverless
25 110 (19.06%) AWS Lambda
26 109 (18.89%) Kafka
27 107 (18.54%) Jenkins
27 107 (18.54%) Amazon RDS
27 107 (18.54%) PostgreSQL

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
1 171 (29.64%) Apache Spark
2 69 (11.96%) Elasticsearch
3 60 (10.40%) SAS
4 34 (5.89%) Apache Pig
5 25 (4.33%) Apache Airflow
6 19 (3.29%) Apache
7 14 (2.43%) Apache Solr
8 13 (2.25%) Luigi
9 8 (1.39%) Jupyter
10 6 (1.04%) Confluence
11 3 (0.52%) Cloud Foundry
11 3 (0.52%) nginx
11 3 (0.52%) Tornado
12 2 (0.35%) Tomcat
13 1 (0.17%) Adobe Experience Manager
13 1 (0.17%) Anypoint
13 1 (0.17%) CMS
Applications
1 8 (1.39%) Microsoft Excel
2 4 (0.69%) Microsoft PowerPoint
3 2 (0.35%) Photoshop
3 2 (0.35%) SPSS
3 2 (0.35%) ZBrush
4 1 (0.17%) 3ds Max
4 1 (0.17%) Adobe After Effects
4 1 (0.17%) Adobe Illustrator
4 1 (0.17%) CINEMA 4D
4 1 (0.17%) Maya
4 1 (0.17%) Microsoft Office
4 1 (0.17%) MODO
Business Applications
1 5 (0.87%) SAP ERP
2 1 (0.17%) Eloqua
2 1 (0.17%) Infor M3
2 1 (0.17%) SAP MDG
2 1 (0.17%) Siebel CRM
Cloud Services
1 498 (86.31%) AWS
2 167 (28.94%) GCP
3 158 (27.38%) Azure
4 143 (24.78%) Amazon S3
5 111 (19.24%) Serverless
6 110 (19.06%) AWS Lambda
7 97 (16.81%) Amazon EC2
8 93 (16.12%) Amazon SQS
9 77 (13.34%) Amazon EMR
10 62 (10.75%) Amazon Kinesis
11 57 (9.88%) OpenShift
12 54 (9.36%) Amazon ECS
13 52 (9.01%) Power Platform
14 43 (7.45%) AWS CloudFormation
15 40 (6.93%) AWS Elastic Beanstalk
16 26 (4.51%) Cloud Computing
17 21 (3.64%) PaaS
18 20 (3.47%) GitHub
19 19 (3.29%) Azure Data Factory
20 16 (2.77%) AWS IoT
Communications & Networking
1 20 (3.47%) HTTP
2 15 (2.60%) FTP
2 15 (2.60%) MQTT
2 15 (2.60%) SMTP
2 15 (2.60%) SSH
3 11 (1.91%) Internet
4 3 (0.52%) Reverse Proxy
5 1 (0.17%) DNS
5 1 (0.17%) TCP/IP
5 1 (0.17%) VPN
Database & Business Intelligence
1 195 (33.80%) Data Warehouse
2 193 (33.45%) Big Data
3 190 (32.93%) Hadoop
4 122 (21.14%) BigQuery
5 107 (18.54%) Amazon RDS
5 107 (18.54%) PostgreSQL
6 104 (18.02%) SQL Server
7 87 (15.08%) NoSQL
8 77 (13.34%) Apache Hive
9 75 (13.00%) Looker
10 73 (12.65%) Pentaho
11 70 (12.13%) MySQL
12 69 (11.96%) HBase
13 62 (10.75%) Snowflake Schema
14 57 (9.88%) SQL Server Integration Services
15 52 (9.01%) Power BI
16 51 (8.84%) Relational Database
17 48 (8.32%) Apache Cassandra
18 44 (7.63%) Data Lake
18 44 (7.63%) Impala
Development Applications
1 107 (18.54%) Jenkins
2 105 (18.20%) Artifactory
3 99 (17.16%) Git (software)
4 74 (12.82%) Bitbucket
5 56 (9.71%) Maven
6 41 (7.11%) JIRA
7 34 (5.89%) GitLab
8 23 (3.99%) RStudio
9 20 (3.47%) Travis CI
10 14 (2.43%) Selenium
11 9 (1.56%) TeamCity
12 6 (1.04%) ER Studio
12 6 (1.04%) ERwin
12 6 (1.04%) PowerDesigner
13 4 (0.69%) Mocha
14 3 (0.52%) Hudson
14 3 (0.52%) Jasmine
14 3 (0.52%) Octopus Deploy
14 3 (0.52%) Sonatype Nexus
14 3 (0.52%) Subversion
General
1 133 (23.05%) Finance
2 49 (8.49%) Marketing
3 40 (6.93%) Retail
4 34 (5.89%) Front Office
5 25 (4.33%) Publishing
6 21 (3.64%) Electronics
7 20 (3.47%) Manufacturing
8 18 (3.12%) Law
9 17 (2.95%) Telecoms
10 15 (2.60%) Public Sector
11 14 (2.43%) Banking
12 11 (1.91%) Automotive
12 11 (1.91%) Games
13 9 (1.56%) Advertising
14 4 (0.69%) Legal
15 3 (0.52%) Music Industry
16 2 (0.35%) Corporate Banking
17 1 (0.17%) Multimedia
17 1 (0.17%) Pharmaceutical
Job Titles
1 170 (29.46%) Developer
2 105 (18.20%) Data Engineer
3 68 (11.79%) Architect
4 64 (11.09%) AWS Developer
5 50 (8.67%) Data Architect
6 49 (8.49%) Analyst
7 46 (7.97%) AWS Engineer
7 46 (7.97%) Business Intelligence Developer
7 46 (7.97%) Software Engineer
8 35 (6.07%) Java Developer
8 35 (6.07%) JavaScript Developer
9 32 (5.55%) Angular Developer
10 28 (4.85%) Lead Developer
11 27 (4.68%) Business Intelligence Analyst
12 26 (4.51%) J2EE Developer
12 26 (4.51%) Java Software Developer
12 26 (4.51%) Java/J2EE Developer
12 26 (4.51%) JavaScript Engineer
12 26 (4.51%) Solutions Architect
13 25 (4.33%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 125 (21.66%) Web Services
2 109 (18.89%) Kafka
3 58 (10.05%) J2EE
4 40 (6.93%) AngularJS
4 40 (6.93%) React
5 35 (6.07%) Node.js
6 34 (5.89%) .NET
6 34 (5.89%) J2SE
6 34 (5.89%) Spring
7 31 (5.37%) RESTful
8 24 (4.16%) ASP.NET
9 22 (3.81%) Pandas
10 18 (3.12%) REST
10 18 (3.12%) Spark Streaming
11 17 (2.95%) scikit-learn
12 16 (2.77%) Vue.js
12 16 (2.77%) XML
13 14 (2.43%) Ajax
13 14 (2.43%) ASP.NET Web Forms
13 14 (2.43%) XMPP
Miscellaneous
1 60 (10.40%) Analytical Skills
2 39 (6.76%) Algorithms
3 37 (6.41%) Fixed Income
4 25 (4.33%) Greenfield Project
5 16 (2.77%) Cloud Native
6 15 (2.60%) Data Structures
6 15 (2.60%) Management Information System
7 14 (2.43%) Smart Home
8 12 (2.08%) Public Cloud
9 10 (1.73%) User Experience
9 10 (1.73%) Virtual Team
10 8 (1.39%) Clustering
10 8 (1.39%) Derivative
11 7 (1.21%) Data Centre
12 6 (1.04%) Social Media
13 5 (0.87%) Blog
13 5 (0.87%) Enterprise Software
13 5 (0.87%) Equities
13 5 (0.87%) Foreign Exchange (FX)
13 5 (0.87%) Xbox
Operating Systems
1 69 (11.96%) Unix
2 44 (7.63%) Linux
3 9 (1.56%) Windows
4 6 (1.04%) Android
4 6 (1.04%) Apple iOS
5 2 (0.35%) Windows Server
Processes & Methodologies
1 293 (50.78%) Agile Software Development
2 258 (44.71%) Analytics
3 194 (33.62%) ETL
4 189 (32.76%) Software Engineering
5 177 (30.68%) DevOps
6 176 (30.50%) Business Intelligence
7 128 (22.18%) Data Science
8 107 (18.54%) Scrum
9 106 (18.37%) Data Analytics
10 98 (16.98%) Data Modelling
11 96 (16.64%) Machine Learning
12 93 (16.12%) Data Engineering
13 89 (15.42%) Visualisation
14 69 (11.96%) Continuous Integration
15 67 (11.61%) Asset Management
16 66 (11.44%) Data Integration
17 62 (10.75%) Problem-Solving
18 59 (10.23%) Open Source
19 50 (8.67%) Computer Science
19 50 (8.67%) Data Visualisation
Programming Languages
1 310 (53.73%) SQL
2 296 (51.30%) Python
3 249 (43.15%) Java
4 78 (13.52%) Scala
5 69 (11.96%) JavaScript
6 58 (10.05%) R
7 36 (6.24%) PL/SQL
8 34 (5.89%) C#
9 33 (5.72%) Bash Shell
10 21 (3.64%) Go
11 19 (3.29%) C
12 16 (2.77%) Clojure
13 14 (2.43%) T-SQL
14 13 (2.25%) Ruby
15 10 (1.73%) C++
16 9 (1.56%) TypeScript
17 8 (1.39%) PHP
18 5 (0.87%) PHP 7
19 4 (0.69%) Kotlin
19 4 (0.69%) ML
Qualifications
1 57 (9.88%) Degree
2 29 (5.03%) Computer Science Degree
3 24 (4.16%) Numerate Degree
4 10 (1.73%) PhD
5 8 (1.39%) AWS Certification
6 7 (1.21%) SC Cleared
6 7 (1.21%) Security Cleared
7 6 (1.04%) Master's Degree
8 2 (0.35%) ITIL Foundation Certificate
9 1 (0.17%) ISEB
9 1 (0.17%) ISTQB
9 1 (0.17%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 24 (4.16%) Data Quality
2 8 (1.39%) GDPR
2 8 (1.39%) ISO/IEC 27001
3 7 (1.21%) QA
4 3 (0.52%) PMO
5 1 (0.17%) COBIT
System Software
1 131 (22.70%) Docker
2 27 (4.68%) Apache Flume
3 15 (2.60%) HDFS
4 11 (1.91%) Apache ZooKeeper
5 1 (0.17%) Active Directory
5 1 (0.17%) VirtualBox
Systems Management
1 164 (28.42%) Terraform
2 111 (19.24%) Kubernetes
3 95 (16.46%) Ansible
4 36 (6.24%) Oozie
5 32 (5.55%) Hadoop YARN
6 10 (1.73%) Opscode Chef
7 9 (1.56%) Puppet
8 7 (1.21%) Kibana
9 6 (1.04%) Prometheus
10 5 (0.87%) Grafana
11 4 (0.69%) Mesos
12 2 (0.35%) Docker Swarm
12 2 (0.35%) Nagios
12 2 (0.35%) Packer
13 1 (0.17%) Control-M
13 1 (0.17%) Graphite
13 1 (0.17%) Icinga
13 1 (0.17%) logstash
13 1 (0.17%) Salt
13 1 (0.17%) StatsD
Vendors
1 104 (18.02%) Google
1 104 (18.02%) Oracle
2 101 (17.50%) Tableau
3 95 (16.46%) Cloudera
4 64 (11.09%) Microsoft
5 59 (10.23%) Talend
6 44 (7.63%) Teradata
7 43 (7.45%) Informatica
8 42 (7.28%) Databricks
9 41 (7.11%) SAP
10 28 (4.85%) Hortonworks
11 21 (3.64%) MapR
12 18 (3.12%) IBM
13 15 (2.60%) Birst
13 15 (2.60%) Vertica
14 13 (2.25%) Greenplum
14 13 (2.25%) Splunk
15 12 (2.08%) MuleSoft
16 10 (1.73%) Salesforce.com
17 8 (1.39%) TIBCO