Period
to 20 February 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 20 February 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 552 771 854
Rank change year-on-year +219 +83 +222
Permanent jobs citing Amazon Redshift 704 463 351
As % of all permanent IT jobs advertised in the UK 0.47% 0.26% 0.20%
As % of the Database & Business Intelligence category 1.63% 0.85% 0.67%
Number of salaries quoted 558 379 294
UK median annual salary £75,000 £60,000 £65,000
Median salary % change year-on-year +25.00% -7.69% +18.18%
10th Percentile £42,500 £34,750 £37,650
90th Percentile £110,000 £95,500 £86,250
UK excluding London median annual salary £65,000 £50,000 £53,750
% change year-on-year +30.00% -6.98% +7.50%

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 43,312 54,202 52,424
As % of all permanent IT jobs advertised in the UK 28.61% 30.66% 30.00%
Number of salaries quoted 35,589 45,124 44,771
UK median annual salary £52,095 £48,500 £47,500
Median salary % change year-on-year +7.41% +2.11% +5.56%
10th Percentile £31,250 £30,000 £29,685
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% - +3.66%

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 20 February 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 20 February 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 +211 689 £75,000 +25.00% 115
London +180 487 £80,000 +18.52% 78
UK excluding London +119 217 £65,000 +30.00% 41
North of England +128 101 £63,750 +27.50% 10
North West +94 75 £65,000 +30.00% 7
Midlands +78 45 £55,000 +46.67% 3
South East +51 44 £75,000 +150.00% 4
West Midlands +72 43 £70,000 +69.70% 3
South West -32 30 £69,500 +39.00% 5
Yorkshire +68 23 £45,000 -55.00% 2
Scotland -13 9 £60,000 -3.23% 2
East of England +31 6 £51,000 -15.00% 15
Northern Ireland -11 6 £42,500 +30.77%
North East +16 3 £55,000 +14.58% 1
East Midlands +23 2 £45,000 +20.00%

For the 6 months to 20 February 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.

1 628 (89.20%) Amazon AWS
2 450 (63.92%) Python
3 376 (53.41%) Agile Software Development
4 371 (52.70%) Java
5 320 (45.45%) Big Data
6 305 (43.32%) SQL
7 296 (42.05%) Hadoop
8 289 (41.05%) Apache Spark
9 258 (36.65%) NoSQL
10 242 (34.38%) Scala
11 221 (31.39%) Analytics
12 201 (28.55%) Kafka
13 196 (27.84%) Software Engineering
14 188 (26.70%) Microsoft Azure
15 180 (25.57%) Data Warehouse
16 177 (25.14%) Scrum
17 174 (24.72%) Business Intelligence
18 168 (23.86%) Web Services
19 164 (23.30%) Google Cloud Platform
20 154 (21.88%) ETL
20 154 (21.88%) Apache Cassandra
21 149 (21.16%) Data Science
22 147 (20.88%) Data Modelling
23 146 (20.74%) Flink
24 141 (20.03%) Amazon EC2
25 139 (19.74%) DevOps
26 138 (19.60%) HBase
27 136 (19.32%) Amazon S3
28 134 (19.03%) Apache Hive
29 133 (18.89%) Elasticsearch

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
1 289 (41.05%) Apache Spark
2 133 (18.89%) Elasticsearch
3 86 (12.22%) Apache
4 80 (11.36%) Apache Pig
5 37 (5.26%) Apache Solr
6 29 (4.12%) SAS
7 10 (1.42%) Apache Airflow
8 8 (1.14%) Adobe Experience Manager
9 6 (0.85%) Luigi
9 6 (0.85%) nginx
10 3 (0.43%) Confluence
10 3 (0.43%) IIS
11 2 (0.28%) Tomcat
12 1 (0.14%) Jupyter
12 1 (0.14%) MediaWiki
12 1 (0.14%) Oracle Workflow
12 1 (0.14%) SharePoint Server
Applications
1 25 (3.55%) Microsoft Office
2 4 (0.57%) Microsoft Excel
3 3 (0.43%) SPSS
4 2 (0.28%) Mingle
Business Applications
1 4 (0.57%) Dynamics CRM
2 2 (0.28%) NetSuite
2 2 (0.28%) SAP Business One
3 1 (0.14%) Infor M3
3 1 (0.14%) Oracle EBS
3 1 (0.14%) Oracle EBS R12
3 1 (0.14%) Oracle Receivables
Cloud Services
1 628 (89.20%) Amazon AWS
2 188 (26.70%) Microsoft Azure
3 164 (23.30%) Google Cloud Platform
4 141 (20.03%) Amazon EC2
5 136 (19.32%) Amazon S3
6 127 (18.04%) AWS Lambda
7 123 (17.47%) Serverless
8 118 (16.76%) Amazon EMR
9 76 (10.80%) Amazon Kinesis
10 55 (7.81%) Cloud Computing
11 53 (7.53%) AWS CloudFormation
12 50 (7.10%) Amazon SQS
13 33 (4.69%) AWS Elastic Beanstalk
14 24 (3.41%) Azure Active Directory
14 24 (3.41%) GitHub
15 22 (3.13%) SaaS
16 20 (2.84%) Office 365
17 14 (1.99%) AWS Data Pipeline
18 13 (1.85%) Amazon ELB
19 10 (1.42%) Amazon SageMaker
Communications & Networking
1 35 (4.97%) Internet
2 24 (3.41%) Network Security
3 2 (0.28%) VPN
4 1 (0.14%) DNS
4 1 (0.14%) Firewall
4 1 (0.14%) FTP
4 1 (0.14%) HTTP
Database & Business Intelligence
1 320 (45.45%) Big Data
2 296 (42.05%) Hadoop
3 258 (36.65%) NoSQL
4 180 (25.57%) Data Warehouse
5 154 (21.88%) Apache Cassandra
6 146 (20.74%) Flink
7 138 (19.60%) HBase
8 134 (19.03%) Apache Hive
9 105 (14.91%) SQL Server
10 102 (14.49%) PostgreSQL
11 99 (14.06%) MongoDB
12 97 (13.78%) MySQL
13 96 (13.64%) BigQuery
14 95 (13.49%) Impala
15 90 (12.78%) Amazon RDS
16 87 (12.36%) Relational Database
17 78 (11.08%) Amazon DynamoDB
18 75 (10.65%) Amazon Athena
18 75 (10.65%) Couchbase
19 73 (10.37%) CouchDB
Development Applications
1 75 (10.65%) Git (software)
2 67 (9.52%) JIRA
3 58 (8.24%) Jenkins
4 22 (3.13%) Selenium
5 17 (2.41%) Artifactory
5 17 (2.41%) Maven
6 15 (2.13%) Bitbucket
7 6 (0.85%) Atlassian Bamboo
8 5 (0.71%) Firebug
8 5 (0.71%) Hudson
8 5 (0.71%) TeamCity
8 5 (0.71%) Visual Website Optimizer
9 4 (0.57%) GitLab
10 3 (0.43%) Cucumber
10 3 (0.43%) ERwin
10 3 (0.43%) JUnit
10 3 (0.43%) Visual Studio
11 2 (0.28%) NUnit
11 2 (0.28%) Team Foundation Server
11 2 (0.28%) Vagrant
General
1 108 (15.34%) Finance
2 32 (4.55%) Games
3 27 (3.84%) Retail
4 24 (3.41%) Law
4 24 (3.41%) Military
5 20 (2.84%) Pharmaceutical
6 19 (2.70%) Marketing
7 17 (2.41%) Banking
8 12 (1.70%) Manufacturing
9 7 (0.99%) Advertising
9 7 (0.99%) Automotive
9 7 (0.99%) Front Office
9 7 (0.99%) Publishing
10 5 (0.71%) Electronics
10 5 (0.71%) Telecoms
11 1 (0.14%) Music Industry
11 1 (0.14%) Retail Banking
Job Titles
1 197 (27.98%) Data Engineer
2 142 (20.17%) Developer
3 129 (18.32%) Architect
4 106 (15.06%) Big Data Engineer
5 93 (13.21%) Data Architect
6 63 (8.95%) Senior Data Engineer
7 61 (8.66%) Software Engineer
8 48 (6.82%) Cloud Architect
8 48 (6.82%) Data Scientist
9 47 (6.68%) Big Data Architect
9 47 (6.68%) Java Developer
10 40 (5.68%) AWS Engineer
11 36 (5.11%) Senior Software Engineer
12 35 (4.97%) Business Intelligence Developer
13 34 (4.83%) AWS Developer
14 32 (4.55%) Analyst
14 32 (4.55%) Solutions Architect
15 31 (4.40%) Cloud Solutions Architect
15 31 (4.40%) Java Engineer
15 31 (4.40%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 201 (28.55%) Kafka
2 168 (23.86%) Web Services
3 71 (10.09%) Spark Streaming
4 70 (9.94%) .NET
5 50 (7.10%) React
6 35 (4.97%) RESTful
7 32 (4.55%) AngularJS
8 29 (4.12%) CSS
8 29 (4.12%) HTML
9 27 (3.84%) ASP.NET
9 27 (3.84%) J2EE
10 22 (3.13%) ASP.NET Web API
10 22 (3.13%) J2SE
11 19 (2.70%) Elastic Stack
12 18 (2.56%) LAMP
12 18 (2.56%) REST
13 17 (2.41%) LAPP Stack
13 17 (2.41%) Vue.js
14 16 (2.27%) Node.js
15 15 (2.13%) Spring
Miscellaneous
1 73 (10.37%) Fintech
2 49 (6.96%) Analytical Skills
3 43 (6.11%) Data Structures
4 41 (5.82%) Algorithms
5 31 (4.40%) Mobile App
6 22 (3.13%) Clustering
7 19 (2.70%) Internet of Things
8 18 (2.56%) Virtual Team
9 17 (2.41%) Greenfield Project
10 14 (1.99%) Data Centre
11 13 (1.85%) User Experience
12 11 (1.56%) Self-Motivation
13 10 (1.42%) Life Science
14 8 (1.14%) Enterprise Software
15 6 (0.85%) Cloud Native
15 6 (0.85%) Public Cloud
16 5 (0.71%) Reference Data
16 5 (0.71%) Reinsurance
17 4 (0.57%) Hybrid Cloud
17 4 (0.57%) Smart Energy
Operating Systems
1 97 (13.78%) Linux
2 36 (5.11%) Unix
3 21 (2.98%) Red Hat Enterprise Linux
4 17 (2.41%) CentOS
4 17 (2.41%) Ubuntu
5 16 (2.27%) Apple iOS
6 8 (1.14%) Windows
7 3 (0.43%) SmartOS
8 2 (0.28%) Windows Server
9 1 (0.14%) Android
Processes & Methodologies
1 376 (53.41%) Agile Software Development
2 221 (31.39%) Analytics
3 196 (27.84%) Software Engineering
4 177 (25.14%) Scrum
5 174 (24.72%) Business Intelligence
6 154 (21.88%) ETL
7 149 (21.16%) Data Science
8 147 (20.88%) Data Modelling
9 139 (19.74%) DevOps
10 119 (16.90%) MapReduce
11 105 (14.91%) Machine Learning
12 104 (14.77%) Kanban
13 100 (14.20%) Computer Science
14 93 (13.21%) Visualisation
15 90 (12.78%) Data Engineering
16 88 (12.50%) Data Analytics
17 81 (11.51%) Mathematics
18 75 (10.65%) Open Source
19 67 (9.52%) TDD
20 61 (8.66%) Data Analysis
Programming Languages
1 450 (63.92%) Python
2 371 (52.70%) Java
3 305 (43.32%) SQL
4 242 (34.38%) Scala
5 93 (13.21%) C#
6 71 (10.09%) R
7 64 (9.09%) JavaScript
8 35 (4.97%) Shell Script
9 32 (4.55%) Go
10 31 (4.40%) PL/SQL
10 31 (4.40%) Ruby
11 19 (2.70%) C++
11 19 (2.70%) TypeScript
12 17 (2.41%) T-SQL
13 14 (1.99%) MATLAB
14 10 (1.42%) Bash Shell
14 10 (1.42%) C
15 8 (1.14%) Perl
16 6 (0.85%) Elixir
17 4 (0.57%) Julia
Qualifications
1 100 (14.20%) Degree
2 64 (9.09%) Computer Science Degree
3 48 (6.82%) Numerate Degree
4 31 (4.40%) AWS Certification
5 24 (3.41%) MCSA
5 24 (3.41%) MCSE
5 24 (3.41%) Microsoft Certification
6 23 (3.27%) Security Cleared
7 10 (1.42%) Master's Degree
8 6 (0.85%) PhD
9 5 (0.71%) MCP
10 3 (0.43%) SC Cleared
Quality Assurance & Compliance
1 37 (5.26%) Data Quality
2 17 (2.41%) ISO/IEC 27001
2 17 (2.41%) QA
3 15 (2.13%) GDPR
4 10 (1.42%) MiFID
5 5 (0.71%) ISO 9001
6 2 (0.28%) COBIT
System Software
1 80 (11.36%) Apache Flume
2 75 (10.65%) Docker
3 24 (3.41%) Active Directory
4 22 (3.13%) HDFS
5 12 (1.70%) Apache ZooKeeper
6 5 (0.71%) Virtual Servers
7 1 (0.14%) iptables
Systems Management
1 84 (11.93%) Hadoop YARN
2 82 (11.65%) Oozie
3 71 (10.09%) Terraform
4 62 (8.81%) Ansible
5 30 (4.26%) Kubernetes
6 29 (4.12%) Kibana
7 28 (3.98%) Puppet
8 23 (3.27%) Opscode Chef
8 23 (3.27%) Salt
9 15 (2.13%) logstash
10 10 (1.42%) Ambari
11 6 (0.85%) Mesos
12 4 (0.57%) Packer
13 3 (0.43%) Grafana
14 2 (0.28%) Consul
14 2 (0.28%) Graphite
14 2 (0.28%) Red Hat Spacewalk
15 1 (0.14%) Graylog
15 1 (0.14%) Nagios
15 1 (0.14%) Prometheus
Vendors
1 127 (18.04%) Google
1 127 (18.04%) Tableau
2 117 (16.62%) Cloudera
3 88 (12.50%) Hortonworks
4 86 (12.22%) Oracle
5 78 (11.08%) Microsoft
6 73 (10.37%) Databricks
6 73 (10.37%) MapR
7 66 (9.38%) Talend
8 57 (8.10%) Informatica
9 48 (6.82%) IBM
10 42 (5.97%) CA Agile Central
11 40 (5.68%) SAP
12 37 (5.26%) Teradata
13 25 (3.55%) TIBCO
14 24 (3.41%) Vertica
15 22 (3.13%) Red Hat
16 21 (2.98%) Greenplum
17 17 (2.41%) SaltStack
18 16 (2.27%) Adobe