Period
to 22 October 2019

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 22 October 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > London
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 367 487 609
Rank change year-on-year +120 +122 +10
Permanent jobs citing Amazon Redshift 413 358 257
As % of all permanent IT jobs advertised in London 0.76% 0.53% 0.35%
As % of the Database & Business Intelligence category 2.66% 1.71% 1.17%
Number of salaries quoted 334 255 223
London median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% -5.66%
10th Percentile £47,500 £47,500 £40,250
90th Percentile £112,500 £105,000 £97,500
England median annual salary £65,000 £70,000 £60,000
% change year-on-year -7.14% +16.67% -

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 15,504 20,976 21,986
As % of all permanent IT jobs advertised in London 28.40% 30.82% 29.63%
Number of salaries quoted 12,843 16,722 17,592
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,000 £37,500 £36,250
90th Percentile £98,750 £95,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Amazon Redshift
Job Vacancy Trend in London

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

Job vacancy trend for Amazon Redshift in London

Amazon Redshift
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Redshift in London.

Salary trend for Amazon Redshift in London

Amazon Redshift
Salary Histogram in London

The salary distribution of IT jobs citing Amazon Redshift in London over the 6 months to 22 October 2019.

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 22 October 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
Central London -2 37 £70,000 -9.68% 34
South London 0 17 £90,000 +80.00% 8
East London +27 5 £58,750 -26.56% 3
West London +7 4 £51,000 -7.27% 2
Amazon Redshift
England

For the 6 months to 22 October 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 London region with a requirement for Amazon Redshift.

1 344 (83.29%) AWS
2 264 (63.92%) Python
3 198 (47.94%) SQL
4 196 (47.46%) Analytics
5 168 (40.68%) Agile Software Development
6 159 (38.50%) Java
7 156 (37.77%) ETL
8 155 (37.53%) Software Engineering
9 138 (33.41%) Business Intelligence
10 135 (32.69%) Data Warehouse
11 132 (31.96%) Apache Spark
12 127 (30.75%) GCP
13 125 (30.27%) Hadoop
14 123 (29.78%) DevOps
15 120 (29.06%) Data Science
16 119 (28.81%) Terraform
16 119 (28.81%) Amazon S3
17 118 (28.57%) Big Data
18 110 (26.63%) Google
19 108 (26.15%) Docker
20 107 (25.91%) Kubernetes
21 103 (24.94%) Finance
22 97 (23.49%) Web Services
22 97 (23.49%) Azure
23 95 (23.00%) Data Modelling
24 94 (22.76%) Machine Learning
25 87 (21.07%) Serverless
26 86 (20.82%) PostgreSQL
27 85 (20.58%) BigQuery
27 85 (20.58%) AWS Lambda

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
1 132 (31.96%) Apache Spark
2 42 (10.17%) Elasticsearch
3 41 (9.93%) Apache Airflow
4 30 (7.26%) SAS
5 28 (6.78%) Apache
6 26 (6.30%) Luigi
7 11 (2.66%) Confluence
8 8 (1.94%) Apache Pig
9 5 (1.21%) Jupyter
10 3 (0.73%) nginx
10 3 (0.73%) Tornado
11 2 (0.48%) Apache Solr
11 2 (0.48%) Cloud Foundry
12 1 (0.24%) Adobe Experience Manager
12 1 (0.24%) Anypoint
12 1 (0.24%) CMS
12 1 (0.24%) Oracle SOA Suite
Applications
1 8 (1.94%) Microsoft Excel
2 3 (0.73%) Microsoft PowerPoint
3 2 (0.48%) SPSS
4 1 (0.24%) GNU Octave
4 1 (0.24%) SPSS Modeler
Business Applications
1 1 (0.24%) Cognos TM1
1 1 (0.24%) Eloqua
1 1 (0.24%) HFM
1 1 (0.24%) SAP BPC
1 1 (0.24%) SAP CO
1 1 (0.24%) SAP FI
1 1 (0.24%) SAP FI/CO
1 1 (0.24%) Siebel CRM
Cloud Services
1 344 (83.29%) AWS
2 127 (30.75%) GCP
3 119 (28.81%) Amazon S3
4 97 (23.49%) Azure
5 87 (21.07%) Serverless
6 85 (20.58%) AWS Lambda
7 71 (17.19%) Amazon EC2
8 67 (16.22%) Amazon SQS
9 58 (14.04%) Amazon ECS
9 58 (14.04%) Amazon EMR
10 56 (13.56%) OpenShift
11 45 (10.90%) Power Platform
12 44 (10.65%) AWS CloudFormation
13 42 (10.17%) Amazon Kinesis
14 21 (5.08%) AWS Elastic Beanstalk
14 21 (5.08%) Azure Data Factory
15 20 (4.84%) IBM Cloud
16 15 (3.63%) GitHub
17 13 (3.15%) PaaS
18 12 (2.91%) SaaS
Communications & Networking
1 12 (2.91%) HTTP
2 5 (1.21%) FTP
3 3 (0.73%) Reverse Proxy
4 1 (0.24%) Internet
Database & Business Intelligence
1 135 (32.69%) Data Warehouse
2 125 (30.27%) Hadoop
3 118 (28.57%) Big Data
4 86 (20.82%) PostgreSQL
5 85 (20.58%) BigQuery
6 78 (18.89%) Amazon RDS
7 67 (16.22%) NoSQL
8 64 (15.50%) Looker
9 56 (13.56%) Snowflake Schema
10 54 (13.08%) SQL Server
11 53 (12.83%) Amazon Athena
12 46 (11.14%) HBase
13 45 (10.90%) Power BI
14 44 (10.65%) Apache Hive
14 44 (10.65%) Data Lake
15 41 (9.93%) Relational Database
16 37 (8.96%) Pentaho
17 36 (8.72%) MySQL
18 35 (8.47%) SQL Server Integration Services
19 29 (7.02%) Flink
Development Applications
1 80 (19.37%) Artifactory
2 72 (17.43%) Jenkins
3 63 (15.25%) Git (software)
4 44 (10.65%) Bitbucket
5 26 (6.30%) Maven
6 22 (5.33%) RStudio
7 19 (4.60%) GitLab
7 19 (4.60%) JIRA
8 17 (4.12%) Travis CI
9 16 (3.87%) Atlassian Bamboo
9 16 (3.87%) Vagrant
10 7 (1.69%) ERwin
11 6 (1.45%) ER Studio
11 6 (1.45%) PowerDesigner
12 3 (0.73%) Hudson
12 3 (0.73%) Jasmine
12 3 (0.73%) Mocha
12 3 (0.73%) Subversion
12 3 (0.73%) TeamCity
13 1 (0.24%) Oracle Forms
General
1 103 (24.94%) Finance
2 43 (10.41%) Front Office
3 31 (7.51%) Retail
4 16 (3.87%) Marketing
5 13 (3.15%) Law
6 11 (2.66%) Automotive
6 11 (2.66%) Manufacturing
7 10 (2.42%) Banking
7 10 (2.42%) Publishing
8 9 (2.18%) Legal
9 8 (1.94%) Advertising
9 8 (1.94%) Public Sector
10 4 (0.97%) Games
11 3 (0.73%) Music Industry
12 2 (0.48%) Telecoms
13 1 (0.24%) Financial Institution
Job Titles
1 128 (30.99%) Developer
2 93 (22.52%) Data Engineer
3 70 (16.95%) Architect
4 66 (15.98%) Data Architect
5 49 (11.86%) AWS Developer
6 41 (9.93%) AWS Engineer
7 37 (8.96%) Analyst
8 36 (8.72%) Senior Developer
9 34 (8.23%) Software Engineer
10 33 (7.99%) Java Developer
10 33 (7.99%) Python Developer
11 30 (7.26%) Python Engineer
12 29 (7.02%) Business Intelligence Developer
13 26 (6.30%) Business Intelligence Analyst
14 25 (6.05%) Lead Developer
14 25 (6.05%) Lead Java Developer
15 21 (5.08%) J2EE Developer
15 21 (5.08%) Java Software Developer
15 21 (5.08%) Java/J2EE Developer
15 21 (5.08%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 97 (23.49%) Web Services
2 74 (17.92%) Kafka
3 38 (9.20%) J2EE
4 35 (8.47%) Pandas
5 27 (6.54%) scikit-learn
6 22 (5.33%) AngularJS
6 22 (5.33%) J2SE
7 21 (5.08%) Spark Streaming
8 18 (4.36%) React
8 18 (4.36%) REST
9 16 (3.87%) Node.js
10 15 (3.63%) Spring
10 15 (3.63%) TensorFlow
11 14 (3.39%) RESTful
12 13 (3.15%) Lambda Expressions
13 10 (2.42%) Apache Beam
13 10 (2.42%) NumPy
14 8 (1.94%) .NET
14 8 (1.94%) D3.js
15 7 (1.69%) ASP.NET
Miscellaneous
1 51 (12.35%) Analytical Skills
2 44 (10.65%) Fixed Income
3 40 (9.69%) Greenfield Project
4 27 (6.54%) Algorithms
5 17 (4.12%) Data Structures
6 13 (3.15%) Public Cloud
7 11 (2.66%) Blog
8 10 (2.42%) Acoustics
8 10 (2.42%) Virtual Team
9 9 (2.18%) Cloud Native
10 8 (1.94%) Management Information System
11 6 (1.45%) User Experience
12 5 (1.21%) Enterprise Software
13 4 (0.97%) Clustering
13 4 (0.97%) Life Science
13 4 (0.97%) Mobile App
14 3 (0.73%) Data Centre
14 3 (0.73%) Derivative
14 3 (0.73%) Linux Command Line
14 3 (0.73%) Video\Live Streaming
Operating Systems
1 38 (9.20%) Unix
2 26 (6.30%) Linux
3 6 (1.45%) Windows
4 4 (0.97%) Android
4 4 (0.97%) Apple iOS
Processes & Methodologies
1 196 (47.46%) Analytics
2 168 (40.68%) Agile Software Development
3 156 (37.77%) ETL
4 155 (37.53%) Software Engineering
5 138 (33.41%) Business Intelligence
6 123 (29.78%) DevOps
7 120 (29.06%) Data Science
8 95 (23.00%) Data Modelling
9 94 (22.76%) Machine Learning
10 84 (20.34%) Data Engineering
11 80 (19.37%) Data Analytics
12 61 (14.77%) Visualisation
13 58 (14.04%) Asset Management
14 55 (13.32%) Decision-Making
15 51 (12.35%) Continuous Integration
16 40 (9.69%) Problem-Solving
17 37 (8.96%) Artificial Intelligence
17 37 (8.96%) Data Integration
18 36 (8.72%) Microservices
18 36 (8.72%) Scrum
Programming Languages
1 264 (63.92%) Python
2 198 (47.94%) SQL
3 159 (38.50%) Java
4 67 (16.22%) R
5 61 (14.77%) Scala
6 44 (10.65%) JavaScript
7 30 (7.26%) Go
8 17 (4.12%) PL/SQL
9 11 (2.66%) Clojure
10 10 (2.42%) Ruby
10 10 (2.42%) T-SQL
11 8 (1.94%) C#
11 8 (1.94%) TypeScript
12 7 (1.69%) C++
13 6 (1.45%) Bash Shell
14 5 (1.21%) Data Analysis Expressions (DAX)
15 4 (0.97%) Kotlin
15 4 (0.97%) ML
15 4 (0.97%) PHP 5
15 4 (0.97%) PHP 7
Qualifications
1 38 (9.20%) Degree
2 16 (3.87%) Computer Science Degree
3 9 (2.18%) Numerate Degree
4 6 (1.45%) Master's Degree
4 6 (1.45%) PhD
5 4 (0.97%) SC Cleared
5 4 (0.97%) Security Cleared
6 2 (0.48%) ISTQB
Quality Assurance & Compliance
1 18 (4.36%) Data Quality
2 4 (0.97%) ISO/IEC 27001
2 4 (0.97%) QA
3 3 (0.73%) GDPR
System Software
1 108 (26.15%) Docker
2 16 (3.87%) VirtualBox
3 15 (3.63%) HDFS
4 5 (1.21%) Apache Flume
4 5 (1.21%) Apache ZooKeeper
5 1 (0.24%) Active Directory
Systems Management
1 119 (28.81%) Terraform
2 107 (25.91%) Kubernetes
3 60 (14.53%) Ansible
4 17 (4.12%) Docker Swarm
4 17 (4.12%) Oozie
5 15 (3.63%) Hadoop YARN
6 4 (0.97%) Kibana
6 4 (0.97%) Prometheus
7 3 (0.73%) StatsD
8 2 (0.48%) Mesos
8 2 (0.48%) Opscode Chef
9 1 (0.24%) Grafana
9 1 (0.24%) Puppet
Vendors
1 110 (26.63%) Google
2 67 (16.22%) Tableau
3 53 (12.83%) Cloudera
4 41 (9.93%) Oracle
5 40 (9.69%) Talend
6 29 (7.02%) Informatica
7 28 (6.78%) Microsoft
8 24 (5.81%) IBM
9 23 (5.57%) Databricks
10 22 (5.33%) Hortonworks
11 17 (4.12%) SAP
12 14 (3.39%) Teradata
13 13 (3.15%) Birst
14 12 (2.91%) MuleSoft
15 10 (2.42%) Splunk
16 7 (1.69%) Greenplum
16 7 (1.69%) Salesforce.com
17 6 (1.45%) Snowplow
18 5 (1.21%) Alteryx
18 5 (1.21%) Netezza