Period
to 26 September 2020

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 26 September 2020 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
26 Sep 2020
Same period 2019 Same period 2018
Rank 368 578 661
Rank change year-on-year +210 +83 +212
Permanent jobs citing Amazon Redshift 359 592 580
As % of all permanent jobs advertised in the UK 0.75% 0.42% 0.35%
As % of the Database & Business Intelligence category 2.62% 1.56% 1.17%
Number of salaries quoted 290 534 447
Median annual salary £75,000 £70,000 £65,000
Median salary % change year-on-year +7.14% +7.69% +8.33%
10th Percentile £46,250 £46,250 £41,250
90th Percentile £143,750 £100,000 £90,300
UK excluding London median annual salary £61,250 £55,000 £55,000
% change year-on-year +11.36% - +37.50%

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 13,688 37,997 49,743
As % of all permanent IT jobs advertised in the UK 28.41% 27.06% 29.71%
Number of salaries quoted 11,427 31,016 40,583
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £33,750 £31,250 £31,250
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Amazon Redshift
Job Vacancy Trend

Job postings citing Amazon Redshift as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon Redshift in the UK

Amazon Redshift
Salary Trend

3-month moving average salary quoted in jobs citing Amazon Redshift.

Salary trend for Amazon Redshift in the UK

Amazon Redshift
Salary Histogram

Salary distribution for jobs citing Amazon Redshift over the 6 months to 26 September 2020.

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 26 September 2020. 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 +214 346 £76,500 +9.29% 46
London +156 272 £101,250 +30.65% 29
UK excluding London +257 85 £61,250 +11.36% 20
East of England +157 25 £67,500 -15.63% 2
North of England +162 18 £55,000 -8.33% 6
South East +219 15 £75,000 +7.14% 3
North West +124 15 £55,000 -8.33% 5
Work from Home +14 12 £63,750 -15.00% 10
Midlands +115 10 £75,000 +36.36% 2
Scotland +106 7 £67,500 +63.64% 2
South West +103 5 £50,000 -4.76% 4
East Midlands +95 5 £75,000 +50.00% 1
West Midlands +78 5 £57,500 +4.55% 1
Wales +47 5 £50,000 +21.95%
Yorkshire +135 3 £65,000 +40.54%

For the 6 months to 26 September 2020, 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.

1 335 (93.31%) AWS
2 275 (76.60%) Python
3 227 (63.23%) SQL
4 206 (57.38%) Azure
5 201 (55.99%) GCP
6 193 (53.76%) Finance
7 175 (48.75%) Java
8 172 (47.91%) Data Warehouse
9 168 (46.80%) DevOps
10 156 (43.45%) AWS Lambda
10 156 (43.45%) Serverless
11 149 (41.50%) PostgreSQL
12 144 (40.11%) Banking
13 141 (39.28%) Microservices
14 134 (37.33%) Asset Management
14 134 (37.33%) SQL Server
15 131 (36.49%) Kubernetes
16 130 (36.21%) Mentoring
17 126 (35.10%) Google
18 125 (34.82%) Apache
19 124 (34.54%) MySQL
20 122 (33.98%) Web Services
21 119 (33.15%) Amazon ECS
22 113 (31.48%) Hedge funds
23 109 (30.36%) Agile Software Development
24 108 (30.08%) gRPC
25 106 (29.53%) Investment Management
26 103 (28.69%) Jenkins
27 102 (28.41%) Docker
28 92 (25.63%) ETL

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
1 125 (34.82%) Apache
2 88 (24.51%) Apache Spark
3 16 (4.46%) Apache Airflow
4 12 (3.34%) Luigi
5 10 (2.79%) SAS
6 9 (2.51%) Elasticsearch
7 8 (2.23%) Tomcat
8 5 (1.39%) Apache Synapse
8 5 (1.39%) nginx
9 4 (1.11%) Oracle Coherence
10 2 (0.56%) Apache Pig
10 2 (0.56%) IBM Domino
11 1 (0.28%) Confluence
11 1 (0.28%) IIS
11 1 (0.28%) Jupyter
11 1 (0.28%) OpenStack
11 1 (0.28%) SharePoint
11 1 (0.28%) SharePoint Server
Business Applications
1 4 (1.11%) Eikon
2 2 (0.56%) Adobe Campaign
Cloud Services
1 335 (93.31%) AWS
2 206 (57.38%) Azure
3 201 (55.99%) GCP
4 156 (43.45%) AWS Lambda
4 156 (43.45%) Serverless
5 119 (33.15%) Amazon ECS
6 79 (22.01%) Amazon S3
7 77 (21.45%) Apigee
8 44 (12.26%) Power Platform
9 35 (9.75%) Amazon EMR
10 30 (8.36%) Amazon EC2
11 27 (7.52%) Amazon SQS
12 21 (5.85%) AWS CloudFormation
13 19 (5.29%) Amazon Kinesis
14 16 (4.46%) SaaS
15 10 (2.79%) Logic Apps
16 7 (1.95%) Amazon CloudWatch
16 7 (1.95%) Amazon EKS
16 7 (1.95%) Amazon SageMaker
16 7 (1.95%) AWS CodePipeline
Communications & Networking
1 2 (0.56%) HTTP
2 1 (0.28%) DMZ
2 1 (0.28%) Firewall
2 1 (0.28%) Internet
2 1 (0.28%) VPN
Database & Business Intelligence
1 172 (47.91%) Data Warehouse
2 149 (41.50%) PostgreSQL
3 134 (37.33%) SQL Server
4 124 (34.54%) MySQL
5 90 (25.07%) Big Data
6 81 (22.56%) Snowflake Schema
7 80 (22.28%) Hadoop
8 69 (19.22%) BigQuery
9 66 (18.38%) NoSQL
10 56 (15.60%) Data Lake
11 52 (14.48%) Amazon Athena
12 48 (13.37%) Relational Database
13 46 (12.81%) Amazon RDS
14 44 (12.26%) Looker
14 44 (12.26%) Power BI
15 26 (7.24%) Apache Hive
16 25 (6.96%) Flink
17 23 (6.41%) Apache Cassandra
18 21 (5.85%) Amazon DynamoDB
19 20 (5.57%) QlikView
Development Applications
1 103 (28.69%) Jenkins
2 85 (23.68%) Artifactory
3 76 (21.17%) GitLab
4 57 (15.88%) Git (software)
5 14 (3.90%) JIRA
6 12 (3.34%) Maven
7 11 (3.06%) Bitbucket
8 5 (1.39%) GoCD
9 4 (1.11%) Octopus Deploy
9 4 (1.11%) TeamCity
10 3 (0.84%) Atlassian Bamboo
10 3 (0.84%) JUnit
11 2 (0.56%) Sonatype Nexus
11 2 (0.56%) Vagrant
12 1 (0.28%) CircleCI
12 1 (0.28%) Mockito
12 1 (0.28%) Travis CI
12 1 (0.28%) Visual Website Optimizer
General
1 193 (53.76%) Finance
2 144 (40.11%) Banking
3 72 (20.06%) Back Office
4 18 (5.01%) Marketing
5 12 (3.34%) Advertising
6 7 (1.95%) Retail
7 6 (1.67%) Front Office
8 4 (1.11%) Games
8 4 (1.11%) Manufacturing
8 4 (1.11%) Pharmaceutical
9 2 (0.56%) Investment Banking
10 1 (0.28%) Telecoms
Job Titles
1 130 (36.21%) Data Engineer
2 78 (21.73%) Architect
3 71 (19.78%) Data Architect
4 60 (16.71%) Solutions Architect
5 56 (15.60%) AWS Architect
5 56 (15.60%) Java Architect
5 56 (15.60%) Java Solutions Architect
6 55 (15.32%) Cloud Architect
7 54 (15.04%) Cloud Solutions Architect
8 52 (14.48%) AWS Solutions Architect
9 51 (14.21%) Developer
10 34 (9.47%) AWS Engineer
11 32 (8.91%) Engineering Manager
12 31 (8.64%) Development Manager
12 31 (8.64%) Finance Manager
13 28 (7.80%) Software Engineering Manager
14 25 (6.96%) Java Development Manager
15 22 (6.13%) Java Engineer
16 20 (5.57%) Data Scientist
17 18 (5.01%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 122 (33.98%) Web Services
2 108 (30.08%) gRPC
3 76 (21.17%) Swagger
4 75 (20.89%) OAuth
5 68 (18.94%) Kafka
6 33 (9.19%) PySpark
7 18 (5.01%) scikit-learn
7 18 (5.01%) TensorFlow
8 17 (4.74%) Spark Streaming
9 14 (3.90%) Keras
9 14 (3.90%) REST
10 11 (3.06%) NumPy
11 8 (2.23%) JSON
11 8 (2.23%) Pandas
12 7 (1.95%) HTML
12 7 (1.95%) Node.js
13 6 (1.67%) .NET
13 6 (1.67%) LDAP
13 6 (1.67%) Natural Language Processing
13 6 (1.67%) Spring
Miscellaneous
1 113 (31.48%) Hedge funds
2 26 (7.24%) Greenfield Project
3 25 (6.96%) Data Structures
4 24 (6.69%) Management Information System
5 20 (5.57%) Algorithms
6 19 (5.29%) Analytical Skills
7 10 (2.79%) Data Centre
8 8 (2.23%) Cloud Native
9 7 (1.95%) Equities
9 7 (1.95%) Foreign Exchange (FX)
10 5 (1.39%) Blog
10 5 (1.39%) Replication
10 5 (1.39%) Self-Motivation
10 5 (1.39%) Social Media
11 4 (1.11%) Acoustics
11 4 (1.11%) Linux Command Line
11 4 (1.11%) Public Cloud
11 4 (1.11%) Reinsurance
12 2 (0.56%) Derivative
12 2 (0.56%) Enterprise Software
Operating Systems
1 13 (3.62%) Linux
2 7 (1.95%) Unix
3 4 (1.11%) Windows
4 3 (0.84%) Windows Server
5 1 (0.28%) CentOS
5 1 (0.28%) Debian
5 1 (0.28%) Red Hat Enterprise Linux
5 1 (0.28%) Ubuntu
5 1 (0.28%) Windows Server 2012
5 1 (0.28%) Windows Server 2016
Processes & Methodologies
1 168 (46.80%) DevOps
2 141 (39.28%) Microservices
3 134 (37.33%) Asset Management
4 130 (36.21%) Mentoring
5 109 (30.36%) Agile Software Development
6 106 (29.53%) Investment Management
7 92 (25.63%) ETL
8 86 (23.96%) Analytics
9 78 (21.73%) Business Intelligence
10 72 (20.06%) Technology Roadmap
11 71 (19.78%) Visualisation
12 66 (18.38%) Data Science
13 63 (17.55%) Data Engineering
14 62 (17.27%) Data Modelling
14 62 (17.27%) Software Engineering
15 45 (12.53%) Machine Learning
16 39 (10.86%) Data Visualisation
17 34 (9.47%) Actionable Insight
18 31 (8.64%) Performance Management
19 30 (8.36%) Data Strategy
Programming Languages
1 275 (76.60%) Python
2 227 (63.23%) SQL
3 175 (48.75%) Java
4 43 (11.98%) Scala
5 29 (8.08%) C++
6 21 (5.85%) C#
7 11 (3.06%) Bash Shell
7 11 (3.06%) PL/SQL
8 10 (2.79%) R
9 9 (2.51%) Go
9 9 (2.51%) JavaScript
10 4 (1.11%) Korn
11 3 (0.84%) C
11 3 (0.84%) PowerShell
12 2 (0.56%) Kotlin
12 2 (0.56%) Shell Script
13 1 (0.28%) Java 8
13 1 (0.28%) Perl
13 1 (0.28%) PHP
Qualifications
1 52 (14.48%) Sun Certification
2 43 (11.98%) Degree
3 17 (4.74%) PhD
4 14 (3.90%) Computer Science Degree
5 8 (2.23%) AWS Certification
6 4 (1.11%) TOGAF Certification
7 1 (0.28%) A+ Certification
7 1 (0.28%) Master's Degree
7 1 (0.28%) RHCE
7 1 (0.28%) Security Cleared
Quality Assurance & Compliance
1 12 (3.34%) Data Quality
2 8 (2.23%) QA
3 7 (1.95%) GDPR
System Software
1 102 (28.41%) Docker
2 6 (1.67%) Apache Flume
3 5 (1.39%) Varnish
4 2 (0.56%) VirtualBox
4 2 (0.56%) VMware Infrastructure
5 1 (0.28%) Active Directory
5 1 (0.28%) Apache ZooKeeper
5 1 (0.28%) HDFS
5 1 (0.28%) Virtual Machines
5 1 (0.28%) Virtual Servers
5 1 (0.28%) zsh
Systems Management
1 131 (36.49%) Kubernetes
2 24 (6.69%) Terraform
3 18 (5.01%) Ansible
4 4 (1.11%) Nagios
5 3 (0.84%) Oozie
6 2 (0.56%) Docker Swarm
6 2 (0.56%) Kubeflow
6 2 (0.56%) Opscode Chef
6 2 (0.56%) Puppet
7 1 (0.28%) Mesos
7 1 (0.28%) Red Hat Satellite
7 1 (0.28%) Red Hat Spacewalk
7 1 (0.28%) WSUS
7 1 (0.28%) yum
Vendors
1 126 (35.10%) Google
2 85 (23.68%) Oracle
3 65 (18.11%) Tableau
4 24 (6.69%) Databricks
5 19 (5.29%) Cloudera
5 19 (5.29%) Microsoft
6 18 (5.01%) Talend
7 14 (3.90%) Splunk
8 8 (2.23%) Alteryx
8 8 (2.23%) Palantir
9 7 (1.95%) Teradata
10 6 (1.67%) Netezza
10 6 (1.67%) Vertica
11 5 (1.39%) Cognos
11 5 (1.39%) Informatica
11 5 (1.39%) Remedy
12 4 (1.11%) Foundry
12 4 (1.11%) Salesforce Marketing Cloud
12 4 (1.11%) Salesforce.com
13 3 (0.84%) SnapLogic