Period
to 29 March 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 29 March 2020 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > London
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 328 360 563
Rank change year-on-year +32 +203 +17
Permanent jobs citing Amazon Redshift 433 510 282
As % of all permanent jobs advertised in London 0.89% 0.83% 0.41%
As % of the Database & Business Intelligence category 3.25% 2.83% 1.33%
Number of salaries quoted 368 467 250
Median annual salary £77,500 £82,500 £67,500
Median salary % change year-on-year -6.06% +22.22% +3.85%
10th Percentile £50,000 £50,000 £41,250
90th Percentile £118,750 £115,000 £97,500
England median annual salary £75,000 £75,000 £60,000
% change year-on-year - +25.00% -4.00%

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

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 13,338 18,037 21,249
As % of all permanent IT jobs advertised in London 27.35% 29.32% 30.61%
Number of salaries quoted 10,900 14,989 17,554
Median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +1.69%
10th Percentile £39,000 £38,750 £37,500
90th Percentile £102,500 £95,000 £91,250
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Amazon Redshift
Job Vacancy Trend in London

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

Job vacancy trend for Amazon Redshift in London

Amazon Redshift
Salary Trend in London

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

Salary trend for Amazon Redshift in London

Amazon Redshift
Salary Histogram in London

Salary distribution for jobs citing Amazon Redshift in London over the 6 months to 29 March 2020.

Salary histogram for Amazon Redshift in London

Amazon Redshift
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the London region over the 6 months to 29 March 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
Central London +30 49 £70,000 -3.45% 15
South London +33 30 £80,000 +10.34% 2
East London +12 13 £57,500 -28.13% 1
West London +20 6 £65,000 - 2
Amazon Redshift
England

For the 6 months to 29 March 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 London region with a requirement for Amazon Redshift.

1 382 (88.22%) AWS
2 302 (69.75%) Python
3 250 (57.74%) SQL
4 208 (48.04%) Analytics
5 196 (45.27%) ETL
6 185 (42.73%) Java
7 178 (41.11%) Agile Software Development
8 170 (39.26%) Data Warehouse
8 170 (39.26%) GCP
9 157 (36.26%) Apache Spark
10 155 (35.80%) Data Science
11 153 (35.33%) Big Data
12 140 (32.33%) Azure
13 138 (31.87%) Business Intelligence
14 137 (31.64%) Docker
15 135 (31.18%) Hadoop
16 123 (28.41%) Amazon S3
16 123 (28.41%) NoSQL
16 123 (28.41%) Kafka
17 122 (28.18%) Finance
18 120 (27.71%) Terraform
19 116 (26.79%) Software Engineering
20 115 (26.56%) Kubernetes
21 114 (26.33%) Machine Learning
22 113 (26.10%) Snowflake Schema
23 111 (25.64%) Data Modelling
24 110 (25.40%) Scala
25 106 (24.48%) Google
26 97 (22.40%) Amazon EMR
27 96 (22.17%) BigQuery

Amazon Redshift
Co-occurring IT Skills in London 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
1 157 (36.26%) Apache Spark
2 65 (15.01%) Apache Airflow
3 34 (7.85%) Luigi
4 27 (6.24%) Apache
5 20 (4.62%) Confluence
6 18 (4.16%) Elasticsearch
7 10 (2.31%) SAS
8 4 (0.92%) Oracle Workflow
9 2 (0.46%) nginx
9 2 (0.46%) Tomcat
10 1 (0.23%) Apache Pig
10 1 (0.23%) IIS
10 1 (0.23%) Oracle SOA Suite
10 1 (0.23%) SharePoint
Applications
1 13 (3.00%) Microsoft Excel
2 1 (0.23%) GNU Octave
2 1 (0.23%) Microsoft Office
2 1 (0.23%) Microsoft PowerPoint
2 1 (0.23%) SPSS
Business Applications
1 3 (0.69%) SAP BPC
2 2 (0.46%) Eikon
2 2 (0.46%) SAP S/4HANA
3 1 (0.23%) Cognos TM1
3 1 (0.23%) HFM
3 1 (0.23%) PolarLake
3 1 (0.23%) SAP CO
3 1 (0.23%) SAP FI
3 1 (0.23%) SAP FI/CO
Cloud Services
1 382 (88.22%) AWS
2 170 (39.26%) GCP
3 140 (32.33%) Azure
4 123 (28.41%) Amazon S3
5 97 (22.40%) Amazon EMR
6 73 (16.86%) Amazon EC2
7 69 (15.94%) Amazon SQS
7 69 (15.94%) Serverless
8 65 (15.01%) AWS Lambda
9 60 (13.86%) Amazon ECS
10 57 (13.16%) Amazon Kinesis
11 41 (9.47%) Power Platform
12 28 (6.47%) AWS CloudFormation
12 28 (6.47%) IBM Cloud
12 28 (6.47%) SaaS
13 24 (5.54%) OpenShift
14 16 (3.70%) Google Analytics
15 15 (3.46%) GitHub
16 12 (2.77%) Amazon Glacier
16 12 (2.77%) Azure Data Factory
Communications & Networking
1 3 (0.69%) FTP
1 3 (0.69%) HTTP
2 2 (0.46%) Internet
3 1 (0.23%) Unified Communications
Database & Business Intelligence
1 170 (39.26%) Data Warehouse
2 153 (35.33%) Big Data
3 135 (31.18%) Hadoop
4 123 (28.41%) NoSQL
5 113 (26.10%) Snowflake Schema
6 96 (22.17%) BigQuery
7 94 (21.71%) PostgreSQL
8 82 (18.94%) Amazon Athena
8 82 (18.94%) Amazon RDS
9 74 (17.09%) SQL Server
10 73 (16.86%) Amazon DynamoDB
11 68 (15.70%) Looker
12 64 (14.78%) Relational Database
13 48 (11.09%) Data Lake
14 46 (10.62%) Apache Hive
15 41 (9.47%) Power BI
16 38 (8.78%) MySQL
17 31 (7.16%) Neo4j
17 31 (7.16%) Pentaho
18 30 (6.93%) HBase
Development Applications
1 53 (12.24%) Jenkins
2 49 (11.32%) Git (software)
3 36 (8.31%) Artifactory
4 29 (6.70%) JIRA
5 28 (6.47%) Atlassian Bamboo
5 28 (6.47%) Vagrant
6 17 (3.93%) Maven
7 12 (2.77%) Bitbucket
8 6 (1.39%) TeamCity
9 5 (1.15%) IntelliJ
10 4 (0.92%) CircleCI
10 4 (0.92%) ERwin
10 4 (0.92%) GoCD
11 2 (0.46%) Subversion
11 2 (0.46%) Travis CI
12 1 (0.23%) Flyway
12 1 (0.23%) Liquibase
12 1 (0.23%) Octopus Deploy
12 1 (0.23%) Oracle Forms
12 1 (0.23%) RStudio
General
1 122 (28.18%) Finance
2 59 (13.63%) Banking
3 57 (13.16%) Front Office
4 46 (10.62%) Retail
5 30 (6.93%) Investment Banking
6 26 (6.00%) Manufacturing
7 22 (5.08%) Marketing
8 20 (4.62%) Automotive
9 14 (3.23%) Public Sector
10 12 (2.77%) Legal
11 7 (1.62%) Advertising
12 5 (1.15%) Games
13 3 (0.69%) Telecoms
14 2 (0.46%) Law
14 2 (0.46%) Publishing
15 1 (0.23%) Back Office
15 1 (0.23%) Financial Institution
Job Titles
1 146 (33.72%) Data Engineer
2 98 (22.63%) Developer
3 94 (21.71%) Architect
4 86 (19.86%) Data Architect
5 51 (11.78%) AWS Engineer
6 42 (9.70%) Python Engineer
7 39 (9.01%) AWS Developer
8 38 (8.78%) Senior Developer
9 32 (7.39%) Data Warehouse Architect
9 32 (7.39%) Python Developer
10 31 (7.16%) Java Developer
11 30 (6.93%) Front Office Developer
12 28 (6.47%) Analyst
13 27 (6.24%) Software Engineer
14 26 (6.00%) AWS Software Engineer
14 26 (6.00%) Senior Software Engineer
15 25 (5.77%) Developer/Software Engineer
15 25 (5.77%) Python Software Engineer
15 25 (5.77%) Senior Python Developer
15 25 (5.77%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 123 (28.41%) Kafka
2 81 (18.71%) Web Services
3 53 (12.24%) Spark Streaming
4 42 (9.70%) React
5 37 (8.55%) Node.js
6 30 (6.93%) AngularJS
6 30 (6.93%) Redux
7 26 (6.00%) TensorFlow
8 14 (3.23%) J2EE
9 13 (3.00%) Pandas
10 12 (2.77%) scikit-learn
11 11 (2.54%) Lambda Expressions
12 10 (2.31%) PySpark
12 10 (2.31%) RabbitMQ
13 9 (2.08%) JSON
14 7 (1.62%) D3.js
15 6 (1.39%) Natural Language Processing
15 6 (1.39%) REST
16 5 (1.15%) Play Framework
16 5 (1.15%) Spring
Miscellaneous
1 81 (18.71%) Analytical Skills
2 56 (12.93%) Blog
3 55 (12.70%) Fixed Income
4 51 (11.78%) Data Structures
5 32 (7.39%) Equities
5 32 (7.39%) Foreign Exchange (FX)
5 32 (7.39%) Hedge funds
6 30 (6.93%) Derivative
6 30 (6.93%) Greenfield Project
7 28 (6.47%) Algorithms
8 24 (5.54%) Acoustics
9 18 (4.16%) Cloud Native
9 18 (4.16%) Public Cloud
10 16 (3.70%) Management Information System
11 9 (2.08%) User Experience
12 4 (0.92%) Hybrid Cloud
12 4 (0.92%) Self-Motivation
13 2 (0.46%) Analytical Mindset
13 2 (0.46%) CMDB
13 2 (0.46%) Replication
Operating Systems
1 31 (7.16%) Unix
2 26 (6.00%) Linux
3 2 (0.46%) Windows
4 1 (0.23%) Windows Server 2012
4 1 (0.23%) Windows Server 2016
Processes & Methodologies
1 208 (48.04%) Analytics
2 196 (45.27%) ETL
3 178 (41.11%) Agile Software Development
4 155 (35.80%) Data Science
5 138 (31.87%) Business Intelligence
6 116 (26.79%) Software Engineering
7 114 (26.33%) Machine Learning
8 111 (25.64%) Data Modelling
9 89 (20.55%) Data Engineering
10 81 (18.71%) DevOps
11 75 (17.32%) Artificial Intelligence
12 65 (15.01%) Continuous Integration
13 57 (13.16%) Asset Management
14 55 (12.70%) Visualisation
15 52 (12.01%) Data Analytics
16 51 (11.78%) Data Munging
16 51 (11.78%) Microservices
17 48 (11.09%) Data Architecture
18 45 (10.39%) E-Commerce
19 44 (10.16%) Data Analysis
Programming Languages
1 302 (69.75%) Python
2 250 (57.74%) SQL
3 185 (42.73%) Java
4 110 (25.40%) Scala
5 55 (12.70%) JavaScript
6 50 (11.55%) R
7 30 (6.93%) Kotlin
8 22 (5.08%) PL/SQL
9 19 (4.39%) C++
10 14 (3.23%) Go
11 13 (3.00%) Bash Shell
12 10 (2.31%) T-SQL
13 9 (2.08%) C#
14 8 (1.85%) PHP
15 5 (1.15%) PowerShell
16 4 (0.92%) Ruby
17 3 (0.69%) Data Analysis Expressions (DAX)
17 3 (0.69%) MATLAB
17 3 (0.69%) TypeScript
18 2 (0.46%) Perl
Qualifications
1 45 (10.39%) Degree
2 31 (7.16%) Computer Science Degree
3 6 (1.39%) MBA
3 6 (1.39%) PhD
4 5 (1.15%) ISTQB
4 5 (1.15%) Master's Degree
5 3 (0.69%) SC Cleared
5 3 (0.69%) Security Cleared
6 2 (0.46%) ACCA
6 2 (0.46%) CIMA
7 1 (0.23%) AWS Certification
7 1 (0.23%) Numerate Degree
Quality Assurance & Compliance
1 10 (2.31%) QA
2 9 (2.08%) Data Quality
3 7 (1.62%) GDPR
4 2 (0.46%) Actionable Recommendations
System Software
1 137 (31.64%) Docker
2 28 (6.47%) VirtualBox
3 11 (2.54%) HDFS
4 6 (1.39%) Apache Flume
5 5 (1.15%) Apache ZooKeeper
6 2 (0.46%) Varnish
7 1 (0.23%) Active Directory
7 1 (0.23%) Virtual Servers
7 1 (0.23%) VMware Infrastructure
Systems Management
1 120 (27.71%) Terraform
2 115 (26.56%) Kubernetes
3 41 (9.47%) Ansible
4 33 (7.62%) Docker Swarm
5 11 (2.54%) Hadoop YARN
5 11 (2.54%) Oozie
6 5 (1.15%) Grafana
7 4 (0.92%) Prometheus
7 4 (0.92%) StatsD
8 2 (0.46%) Opscode Chef
8 2 (0.46%) Puppet
9 1 (0.23%) Mesos
Vendors
1 106 (24.48%) Google
2 76 (17.55%) Tableau
3 55 (12.70%) Talend
4 54 (12.47%) Informatica
5 44 (10.16%) Cloudera
6 42 (9.70%) Oracle
7 29 (6.70%) Hortonworks
8 28 (6.47%) IBM
9 22 (5.08%) Microsoft
10 14 (3.23%) SAP
11 13 (3.00%) Databricks
12 11 (2.54%) Netezza
12 11 (2.54%) Vertica
13 10 (2.31%) Adobe
14 9 (2.08%) SnapLogic
15 8 (1.85%) MicroStrategy
15 8 (1.85%) Snowplow
15 8 (1.85%) Teradata
16 7 (1.62%) EXASOL
17 6 (1.39%) Sybase