Period
to 19 September 2020

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

Amazon Redshift
UK > England
6 months to
19 Sep 2020
Same period 2019 Same period 2018
Rank 369 565 662
Rank change year-on-year +196 +97 +204
Permanent jobs citing Amazon Redshift 343 567 542
As % of all permanent jobs advertised in England 0.75% 0.43% 0.35%
As % of the Database & Business Intelligence category 2.63% 1.61% 1.17%
Number of salaries quoted 278 510 413
Median annual salary £77,000 £72,500 £67,500
Median salary % change year-on-year +6.21% +7.41% +12.50%
10th Percentile £50,000 £47,500 £41,550
90th Percentile £143,750 £102,500 £90,000
UK median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% +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 13,045 35,277 46,428
As % of all permanent IT jobs advertised in England 28.46% 27.02% 29.72%
Number of salaries quoted 10,904 29,115 38,012
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +3.09%
10th Percentile £33,750 £31,500 £31,250
90th Percentile £90,000 £86,250 £83,750
UK median annual salary £55,000 £52,364 £50,000
% change year-on-year +5.03% +4.73% +5.26%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Salary Trend in England

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

Salary trend for Amazon Redshift in England

Amazon Redshift
Salary Histogram in England

Salary distribution for jobs citing Amazon Redshift in England over the 6 months to 19 September 2020.

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 19 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
London +144 265 £102,500 +32.26% 29
East of England +153 27 £67,500 -15.63%
North of England +161 20 £56,250 -6.25% 5
North West +123 17 £55,000 -8.33% 3
South East +220 16 £75,000 +7.14% 3
Midlands +105 9 £75,000 +36.36% 1
East Midlands +90 6 £75,000 +50.00%
South West +95 5 £50,000 -4.76% 4
Yorkshire +132 3 £65,000 +40.54% 1
West Midlands +73 3 - - 1
Amazon Redshift
UK

For the 6 months to 19 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 across the England region with a requirement for Amazon Redshift.

1 320 (93.29%) AWS
2 264 (76.97%) Python
3 215 (62.68%) SQL
4 198 (57.73%) Azure
5 196 (57.14%) GCP
6 189 (55.10%) Finance
7 171 (49.85%) Java
8 164 (47.81%) Data Warehouse
9 163 (47.52%) DevOps
10 148 (43.15%) PostgreSQL
11 146 (42.57%) AWS Lambda
11 146 (42.57%) Serverless
12 143 (41.69%) Banking
13 136 (39.65%) Microservices
14 133 (38.78%) Asset Management
14 133 (38.78%) SQL Server
15 125 (36.44%) Kubernetes
16 124 (36.15%) Mentoring
16 124 (36.15%) Google
17 122 (35.57%) MySQL
18 121 (35.28%) Apache
19 120 (34.99%) Web Services
20 117 (34.11%) Amazon ECS
21 111 (32.36%) Hedge funds
22 106 (30.90%) gRPC
23 104 (30.32%) Investment Management
23 104 (30.32%) Agile Software Development
24 97 (28.28%) Docker
25 96 (27.99%) Jenkins
26 90 (26.24%) ETL

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
1 121 (35.28%) Apache
2 84 (24.49%) Apache Spark
3 14 (4.08%) Apache Airflow
4 10 (2.92%) Luigi
5 9 (2.62%) Elasticsearch
6 8 (2.33%) Tomcat
7 7 (2.04%) SAS
8 5 (1.46%) Apache Synapse
8 5 (1.46%) nginx
9 4 (1.17%) Oracle Coherence
10 2 (0.58%) Apache Pig
11 1 (0.29%) IIS
11 1 (0.29%) Jupyter
11 1 (0.29%) OpenStack
11 1 (0.29%) SharePoint
11 1 (0.29%) SharePoint Server
Business Applications
1 4 (1.17%) Eikon
2 3 (0.87%) Adobe Campaign
Cloud Services
1 320 (93.29%) AWS
2 198 (57.73%) Azure
3 196 (57.14%) GCP
4 146 (42.57%) AWS Lambda
4 146 (42.57%) Serverless
5 117 (34.11%) Amazon ECS
6 75 (21.87%) Apigee
7 74 (21.57%) Amazon S3
8 49 (14.29%) Power Platform
9 32 (9.33%) Amazon EMR
10 29 (8.45%) Amazon EC2
10 29 (8.45%) Amazon SQS
11 17 (4.96%) AWS CloudFormation
12 16 (4.66%) SaaS
13 10 (2.92%) Amazon Kinesis
13 10 (2.92%) Logic Apps
14 7 (2.04%) Amazon CloudWatch
15 6 (1.75%) Amazon EKS
15 6 (1.75%) Amazon SageMaker
15 6 (1.75%) AWS Step Functions
Communications & Networking
1 2 (0.58%) HTTP
2 1 (0.29%) DMZ
2 1 (0.29%) Firewall
2 1 (0.29%) Internet
2 1 (0.29%) VPN
Database & Business Intelligence
1 164 (47.81%) Data Warehouse
2 148 (43.15%) PostgreSQL
3 133 (38.78%) SQL Server
4 122 (35.57%) MySQL
5 89 (25.95%) Big Data
6 79 (23.03%) Snowflake Schema
7 75 (21.87%) Hadoop
8 68 (19.83%) BigQuery
9 62 (18.08%) NoSQL
10 50 (14.58%) Data Lake
11 49 (14.29%) Power BI
12 48 (13.99%) Amazon Athena
13 46 (13.41%) Relational Database
14 43 (12.54%) Looker
15 41 (11.95%) Amazon RDS
16 29 (8.45%) Apache Hive
17 24 (7.00%) Flink
18 21 (6.12%) QlikView
19 20 (5.83%) Apache Cassandra
20 19 (5.54%) SQL Server Integration Services
Development Applications
1 96 (27.99%) Jenkins
2 80 (23.32%) Artifactory
3 73 (21.28%) GitLab
4 52 (15.16%) Git (software)
5 13 (3.79%) JIRA
6 10 (2.92%) Maven
7 7 (2.04%) Bitbucket
8 5 (1.46%) TeamCity
9 4 (1.17%) GoCD
9 4 (1.17%) Octopus Deploy
9 4 (1.17%) Sonatype Nexus
10 3 (0.87%) JUnit
11 2 (0.58%) Atlassian Bamboo
11 2 (0.58%) Vagrant
12 1 (0.29%) IntelliJ
12 1 (0.29%) Mockito
12 1 (0.29%) Visual Website Optimizer
General
1 189 (55.10%) Finance
2 143 (41.69%) Banking
3 70 (20.41%) Back Office
4 18 (5.25%) Marketing
5 12 (3.50%) Advertising
6 7 (2.04%) Retail
7 6 (1.75%) Front Office
7 6 (1.75%) Manufacturing
8 4 (1.17%) Games
8 4 (1.17%) Pharmaceutical
9 2 (0.58%) Investment Banking
10 1 (0.29%) Telecoms
Job Titles
1 120 (34.99%) Data Engineer
2 75 (21.87%) Architect
3 69 (20.12%) Data Architect
4 58 (16.91%) Solutions Architect
5 54 (15.74%) AWS Architect
5 54 (15.74%) Java Architect
5 54 (15.74%) Java Solutions Architect
6 53 (15.45%) Cloud Architect
7 52 (15.16%) Cloud Solutions Architect
8 50 (14.58%) AWS Solutions Architect
9 49 (14.29%) Developer
10 33 (9.62%) AWS Engineer
11 32 (9.33%) Engineering Manager
12 31 (9.04%) Development Manager
12 31 (9.04%) Finance Manager
13 28 (8.16%) Software Engineering Manager
14 25 (7.29%) Java Development Manager
15 23 (6.71%) Java Engineer
16 21 (6.12%) Data Scientist
17 18 (5.25%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 120 (34.99%) Web Services
2 106 (30.90%) gRPC
3 74 (21.57%) Swagger
4 73 (21.28%) OAuth
5 61 (17.78%) Kafka
6 32 (9.33%) PySpark
7 19 (5.54%) scikit-learn
7 19 (5.54%) TensorFlow
8 15 (4.37%) Keras
8 15 (4.37%) Spark Streaming
9 14 (4.08%) REST
10 11 (3.21%) NumPy
11 8 (2.33%) JSON
11 8 (2.33%) Pandas
12 7 (2.04%) Node.js
13 6 (1.75%) .NET
13 6 (1.75%) HTML
13 6 (1.75%) Natural Language Processing
13 6 (1.75%) Spring
14 5 (1.46%) Apache Avro
Miscellaneous
1 111 (32.36%) Hedge funds
2 26 (7.58%) Greenfield Project
3 25 (7.29%) Management Information System
4 24 (7.00%) Data Structures
5 20 (5.83%) Algorithms
6 19 (5.54%) Analytical Skills
7 10 (2.92%) Data Centre
8 7 (2.04%) Cloud Native
8 7 (2.04%) Equities
8 7 (2.04%) Foreign Exchange (FX)
9 5 (1.46%) Acoustics
9 5 (1.46%) Blog
9 5 (1.46%) Replication
9 5 (1.46%) Self-Motivation
9 5 (1.46%) Social Media
10 4 (1.17%) Linux Command Line
10 4 (1.17%) Public Cloud
10 4 (1.17%) Reinsurance
11 2 (0.58%) Derivative
11 2 (0.58%) Enterprise Software
Operating Systems
1 12 (3.50%) Linux
2 6 (1.75%) Unix
3 4 (1.17%) Windows
4 3 (0.87%) Windows Server
5 1 (0.29%) CentOS
5 1 (0.29%) Debian
5 1 (0.29%) Red Hat Enterprise Linux
5 1 (0.29%) Ubuntu
5 1 (0.29%) Windows Server 2012
5 1 (0.29%) Windows Server 2016
Processes & Methodologies
1 163 (47.52%) DevOps
2 136 (39.65%) Microservices
3 133 (38.78%) Asset Management
4 124 (36.15%) Mentoring
5 104 (30.32%) Agile Software Development
5 104 (30.32%) Investment Management
6 90 (26.24%) ETL
7 85 (24.78%) Analytics
8 79 (23.03%) Business Intelligence
9 70 (20.41%) Technology Roadmap
10 69 (20.12%) Visualisation
11 62 (18.08%) Data Science
11 62 (18.08%) Software Engineering
12 61 (17.78%) Data Modelling
13 57 (16.62%) Data Engineering
14 43 (12.54%) Machine Learning
15 40 (11.66%) Data Visualisation
16 34 (9.91%) Actionable Insight
17 31 (9.04%) Performance Management
18 30 (8.75%) Data Strategy
Programming Languages
1 264 (76.97%) Python
2 215 (62.68%) SQL
3 171 (49.85%) Java
4 44 (12.83%) Scala
5 27 (7.87%) C++
6 21 (6.12%) C#
7 13 (3.79%) JavaScript
7 13 (3.79%) R
8 11 (3.21%) Bash Shell
9 8 (2.33%) Go
9 8 (2.33%) PL/SQL
10 4 (1.17%) Korn
11 3 (0.87%) PowerShell
12 2 (0.58%) C
12 2 (0.58%) Kotlin
12 2 (0.58%) Shell Script
13 1 (0.29%) Java 8
13 1 (0.29%) Perl
Qualifications
1 50 (14.58%) Sun Certification
2 42 (12.24%) Degree
3 18 (5.25%) PhD
4 13 (3.79%) Computer Science Degree
5 8 (2.33%) AWS Certification
6 4 (1.17%) TOGAF Certification
7 1 (0.29%) A+ Certification
7 1 (0.29%) Master's Degree
7 1 (0.29%) RHCE
7 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 9 (2.62%) Data Quality
2 7 (2.04%) QA
3 6 (1.75%) GDPR
System Software
1 97 (28.28%) Docker
2 5 (1.46%) Apache Flume
2 5 (1.46%) Varnish
3 2 (0.58%) VirtualBox
3 2 (0.58%) VMware Infrastructure
4 1 (0.29%) Active Directory
4 1 (0.29%) Apache ZooKeeper
4 1 (0.29%) HDFS
4 1 (0.29%) Virtual Servers
4 1 (0.29%) zsh
Systems Management
1 125 (36.44%) Kubernetes
2 19 (5.54%) Terraform
3 15 (4.37%) Ansible
4 4 (1.17%) Nagios
5 3 (0.87%) Oozie
6 2 (0.58%) Docker Swarm
6 2 (0.58%) Opscode Chef
6 2 (0.58%) Puppet
7 1 (0.29%) Grafana
7 1 (0.29%) Mesos
7 1 (0.29%) Red Hat Satellite
7 1 (0.29%) Red Hat Spacewalk
7 1 (0.29%) WSUS
7 1 (0.29%) yum
Vendors
1 124 (36.15%) Google
2 79 (23.03%) Oracle
3 64 (18.66%) Tableau
4 19 (5.54%) Microsoft
5 18 (5.25%) Databricks
6 16 (4.66%) Cloudera
6 16 (4.66%) Talend
7 14 (4.08%) Splunk
8 8 (2.33%) Alteryx
8 8 (2.33%) Palantir
9 7 (2.04%) Teradata
10 6 (1.75%) Netezza
10 6 (1.75%) Vertica
11 5 (1.46%) Cognos
11 5 (1.46%) MicroStrategy
11 5 (1.46%) Remedy
11 5 (1.46%) Salesforce Marketing Cloud
11 5 (1.46%) Salesforce.com
12 4 (1.17%) Foundry
13 3 (0.87%) Informatica