Period
to 23 September 2019

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 6 months to 23 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 573 637 865
Rank change year-on-year +64 +228 +11
Permanent jobs citing Amazon Redshift 571 545 317
As % of all permanent IT jobs advertised in England 0.44% 0.35% 0.19%
As % of the Database & Business Intelligence category 1.63% 1.19% 0.63%
Number of salaries quoted 459 398 269
England median annual salary £70,000 £67,500 £60,000
Median salary % change year-on-year +3.70% +12.50% -
10th Percentile £46,250 £41,425 £37,500
90th Percentile £102,500 £91,250 £88,000
UK median annual salary £68,750 £65,000 £60,000
% change year-on-year +5.77% +8.33% -

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

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 34,955 45,795 50,135
As % of all permanent IT jobs advertised in England 27.02% 29.70% 30.39%
Number of salaries quoted 28,889 37,482 41,701
England median annual salary £52,500 £50,000 £49,000
Median salary % change year-on-year +5.00% +2.04% +3.16%
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Amazon Redshift
Job Vacancy Trend in England

Job postings citing Amazon Redshift as a percentage of all IT jobs advertised in England.

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 6 months to 23 September 2019.

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 6 months to 23 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
London +109 401 £77,500 +10.71% 93
South West +16 49 £52,500 -12.50% 7
Midlands +59 43 £55,000 -33.33% 3
North of England -10 41 £60,000 +20.00% 27
West Midlands +46 33 £55,000 -33.33% 3
North West +9 25 £60,000 +20.00% 22
South East +16 24 £70,000 +12.00% 6
East of England +50 13 £80,000 +10.34% 5
Yorkshire -10 13 £46,250 +10.12% 4
East Midlands - 10 £50,000 -
North East +18 3 £55,000 -4.35% 1
Amazon Redshift
UK

For the 6 months to 23 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 across the England region with a requirement for Amazon Redshift.

1 486 (85.11%) AWS
2 308 (53.94%) Python
3 306 (53.59%) SQL
4 273 (47.81%) Agile Software Development
5 260 (45.53%) Analytics
6 230 (40.28%) Java
7 199 (34.85%) ETL
8 197 (34.50%) Data Warehouse
9 186 (32.57%) Software Engineering
10 183 (32.05%) Hadoop
11 181 (31.70%) GCP
12 180 (31.52%) Business Intelligence
13 179 (31.35%) Big Data
14 172 (30.12%) Apache Spark
15 164 (28.72%) DevOps
16 155 (27.15%) Terraform
17 148 (25.92%) Azure
18 140 (24.52%) Amazon S3
19 136 (23.82%) Data Science
20 132 (23.12%) Docker
21 131 (22.94%) BigQuery
22 130 (22.77%) Finance
23 118 (20.67%) Web Services
23 118 (20.67%) Google
24 111 (19.44%) Kubernetes
24 111 (19.44%) PostgreSQL
25 107 (18.74%) Jenkins
26 106 (18.56%) Serverless
27 105 (18.39%) AWS Lambda
27 105 (18.39%) Amazon RDS

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
1 172 (30.12%) Apache Spark
2 60 (10.51%) Elasticsearch
3 54 (9.46%) SAS
4 30 (5.25%) Apache Airflow
5 26 (4.55%) Apache Pig
6 22 (3.85%) Apache
7 17 (2.98%) Luigi
8 11 (1.93%) Apache Solr
9 7 (1.23%) Jupyter
10 5 (0.88%) Confluence
11 3 (0.53%) Cloud Foundry
11 3 (0.53%) nginx
11 3 (0.53%) Tornado
12 2 (0.35%) Tomcat
13 1 (0.18%) Adobe Experience Manager
13 1 (0.18%) Anypoint
13 1 (0.18%) CMS
Applications
1 8 (1.40%) Microsoft Excel
2 4 (0.70%) Microsoft PowerPoint
3 2 (0.35%) Microsoft Office
3 2 (0.35%) Photoshop
3 2 (0.35%) ZBrush
4 1 (0.18%) 3ds Max
4 1 (0.18%) Adobe After Effects
4 1 (0.18%) Adobe Illustrator
4 1 (0.18%) CINEMA 4D
4 1 (0.18%) Maya
4 1 (0.18%) MODO
4 1 (0.18%) SPSS
4 1 (0.18%) SPSS Modeler
Business Applications
1 3 (0.53%) SAP ERP
2 1 (0.18%) Eloqua
2 1 (0.18%) Infor M3
2 1 (0.18%) Siebel CRM
Cloud Services
1 486 (85.11%) AWS
2 181 (31.70%) GCP
3 148 (25.92%) Azure
4 140 (24.52%) Amazon S3
5 106 (18.56%) Serverless
6 105 (18.39%) AWS Lambda
7 92 (16.11%) Amazon EC2
8 91 (15.94%) Amazon SQS
9 77 (13.49%) Amazon EMR
10 58 (10.16%) Amazon Kinesis
11 56 (9.81%) OpenShift
12 54 (9.46%) Amazon ECS
13 51 (8.93%) Power Platform
14 43 (7.53%) AWS CloudFormation
15 36 (6.30%) AWS Elastic Beanstalk
16 27 (4.73%) Cloud Computing
17 21 (3.68%) GitHub
18 19 (3.33%) Azure Data Factory
19 17 (2.98%) PaaS
20 16 (2.80%) AWS IoT
Communications & Networking
1 23 (4.03%) HTTP
2 16 (2.80%) FTP
3 15 (2.63%) SMTP
3 15 (2.63%) SSH
4 14 (2.45%) MQTT
5 10 (1.75%) Internet
6 3 (0.53%) Reverse Proxy
7 1 (0.18%) DNS
7 1 (0.18%) TCP/IP
7 1 (0.18%) VPN
Database & Business Intelligence
1 197 (34.50%) Data Warehouse
2 183 (32.05%) Hadoop
3 179 (31.35%) Big Data
4 131 (22.94%) BigQuery
5 111 (19.44%) PostgreSQL
6 105 (18.39%) Amazon RDS
7 97 (16.99%) SQL Server
8 84 (14.71%) Looker
9 81 (14.19%) NoSQL
10 71 (12.43%) Snowflake Schema
11 70 (12.26%) Apache Hive
12 66 (11.56%) MySQL
13 62 (10.86%) HBase
14 61 (10.68%) Pentaho
15 53 (9.28%) SQL Server Integration Services
16 51 (8.93%) Power BI
16 51 (8.93%) Relational Database
17 43 (7.53%) Apache Cassandra
17 43 (7.53%) Data Lake
18 41 (7.18%) Amazon Athena
Development Applications
1 107 (18.74%) Jenkins
2 98 (17.16%) Artifactory
3 92 (16.11%) Git (software)
4 68 (11.91%) Bitbucket
5 50 (8.76%) Maven
6 37 (6.48%) JIRA
7 30 (5.25%) GitLab
8 23 (4.03%) RStudio
9 20 (3.50%) Travis CI
10 14 (2.45%) Selenium
11 9 (1.58%) TeamCity
12 8 (1.40%) Atlassian Bamboo
12 8 (1.40%) Vagrant
13 6 (1.05%) ER Studio
13 6 (1.05%) ERwin
13 6 (1.05%) PowerDesigner
14 4 (0.70%) Mocha
15 3 (0.53%) Hudson
15 3 (0.53%) Jasmine
15 3 (0.53%) Octopus Deploy
General
1 130 (22.77%) Finance
2 51 (8.93%) Marketing
3 43 (7.53%) Retail
4 35 (6.13%) Front Office
5 26 (4.55%) Manufacturing
6 23 (4.03%) Electronics
7 21 (3.68%) Public Sector
8 19 (3.33%) Publishing
8 19 (3.33%) Telecoms
9 17 (2.98%) Law
10 16 (2.80%) Banking
11 15 (2.63%) Automotive
12 10 (1.75%) Games
13 9 (1.58%) Advertising
14 6 (1.05%) Legal
15 3 (0.53%) Music Industry
16 1 (0.18%) Corporate Banking
16 1 (0.18%) Pharmaceutical
Job Titles
1 163 (28.55%) Developer
2 115 (20.14%) Data Engineer
3 74 (12.96%) Architect
4 61 (10.68%) AWS Developer
5 55 (9.63%) Data Architect
6 50 (8.76%) Analyst
6 50 (8.76%) AWS Engineer
7 46 (8.06%) Business Intelligence Developer
8 41 (7.18%) Software Engineer
9 34 (5.95%) Java Developer
10 31 (5.43%) JavaScript Developer
11 28 (4.90%) Angular Developer
11 28 (4.90%) Business Intelligence Analyst
11 28 (4.90%) Lead Developer
12 27 (4.73%) Consultant
13 26 (4.55%) Solutions Architect
14 25 (4.38%) J2EE Developer
14 25 (4.38%) Java/J2EE Developer
14 25 (4.38%) Lead Java Developer
14 25 (4.38%) Senior Developer
Libraries, Frameworks & Software Standards
1 118 (20.67%) Web Services
2 99 (17.34%) Kafka
3 53 (9.28%) J2EE
4 37 (6.48%) React
5 36 (6.30%) AngularJS
6 32 (5.60%) .NET
7 30 (5.25%) J2SE
7 30 (5.25%) Node.js
8 27 (4.73%) Spring
9 25 (4.38%) Pandas
9 25 (4.38%) RESTful
10 24 (4.20%) ASP.NET
11 23 (4.03%) Spark Streaming
12 22 (3.85%) scikit-learn
13 18 (3.15%) REST
14 16 (2.80%) TensorFlow
15 14 (2.45%) Ajax
15 14 (2.45%) ASP.NET Web Forms
15 14 (2.45%) XML
15 14 (2.45%) XMPP
Miscellaneous
1 66 (11.56%) Analytical Skills
2 43 (7.53%) Algorithms
3 38 (6.65%) Fixed Income
4 28 (4.90%) Greenfield Project
5 15 (2.63%) Data Structures
6 14 (2.45%) Management Information System
6 14 (2.45%) Public Cloud
6 14 (2.45%) Smart Home
7 13 (2.28%) Cloud Native
8 11 (1.93%) User Experience
9 10 (1.75%) Blog
9 10 (1.75%) Virtual Team
10 8 (1.40%) Clustering
11 7 (1.23%) Data Centre
11 7 (1.23%) Derivative
12 6 (1.05%) Acoustics
12 6 (1.05%) Social Media
13 5 (0.88%) Enterprise Software
13 5 (0.88%) PlayStation
13 5 (0.88%) Xbox
Operating Systems
1 63 (11.03%) Unix
2 43 (7.53%) Linux
3 9 (1.58%) Windows
4 5 (0.88%) Android
4 5 (0.88%) Apple iOS
5 2 (0.35%) Windows Server
Processes & Methodologies
1 273 (47.81%) Agile Software Development
2 260 (45.53%) Analytics
3 199 (34.85%) ETL
4 186 (32.57%) Software Engineering
5 180 (31.52%) Business Intelligence
6 164 (28.72%) DevOps
7 136 (23.82%) Data Science
8 103 (18.04%) Machine Learning
9 102 (17.86%) Data Modelling
10 101 (17.69%) Data Analytics
11 93 (16.29%) Visualisation
12 92 (16.11%) Data Engineering
13 89 (15.59%) Scrum
14 70 (12.26%) Continuous Integration
15 69 (12.08%) Data Integration
16 65 (11.38%) Asset Management
16 65 (11.38%) Problem-Solving
17 54 (9.46%) Open Source
18 53 (9.28%) Data Visualisation
19 48 (8.41%) Decision-Making
Programming Languages
1 308 (53.94%) Python
2 306 (53.59%) SQL
3 230 (40.28%) Java
4 77 (13.49%) Scala
5 67 (11.73%) JavaScript
6 61 (10.68%) R
7 33 (5.78%) Bash Shell
8 31 (5.43%) PL/SQL
9 29 (5.08%) C#
10 26 (4.55%) Go
11 19 (3.33%) C
12 15 (2.63%) Clojure
13 13 (2.28%) Ruby
14 12 (2.10%) T-SQL
15 10 (1.75%) C++
16 9 (1.58%) TypeScript
17 6 (1.05%) PHP
18 5 (0.88%) PHP 7
19 4 (0.70%) Kotlin
19 4 (0.70%) ML
Qualifications
1 56 (9.81%) Degree
2 24 (4.20%) Computer Science Degree
3 18 (3.15%) Numerate Degree
4 9 (1.58%) PhD
5 8 (1.40%) AWS Certification
6 7 (1.23%) SC Cleared
6 7 (1.23%) Security Cleared
7 6 (1.05%) Master's Degree
Quality Assurance & Compliance
1 23 (4.03%) Data Quality
2 9 (1.58%) GDPR
3 8 (1.40%) ISO/IEC 27001
4 7 (1.23%) QA
5 1 (0.18%) COBIT
System Software
1 132 (23.12%) Docker
2 19 (3.33%) Apache Flume
3 16 (2.80%) HDFS
4 10 (1.75%) Apache ZooKeeper
5 8 (1.40%) VirtualBox
6 1 (0.18%) Active Directory
Systems Management
1 155 (27.15%) Terraform
2 111 (19.44%) Kubernetes
3 89 (15.59%) Ansible
4 31 (5.43%) Oozie
5 26 (4.55%) Hadoop YARN
6 9 (1.58%) Docker Swarm
7 8 (1.40%) Opscode Chef
8 6 (1.05%) Kibana
8 6 (1.05%) Prometheus
8 6 (1.05%) Puppet
9 5 (0.88%) Grafana
10 4 (0.70%) Mesos
11 2 (0.35%) Nagios
11 2 (0.35%) Packer
11 2 (0.35%) StatsD
12 1 (0.18%) Graphite
12 1 (0.18%) Icinga
12 1 (0.18%) Salt
Vendors
1 118 (20.67%) Google
2 100 (17.51%) Tableau
3 92 (16.11%) Oracle
4 87 (15.24%) Cloudera
5 64 (11.21%) Microsoft
6 59 (10.33%) Talend
7 44 (7.71%) Informatica
8 43 (7.53%) Teradata
9 38 (6.65%) SAP
10 34 (5.95%) Databricks
11 28 (4.90%) Hortonworks
12 22 (3.85%) IBM
13 15 (2.63%) Vertica
14 14 (2.45%) Birst
14 14 (2.45%) MapR
15 12 (2.10%) Greenplum
15 12 (2.10%) MuleSoft
15 12 (2.10%) Splunk
16 8 (1.40%) Salesforce.com
17 7 (1.23%) TIBCO