Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 October 2021

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 21 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > London
6 months to
21 Oct 2021		 Same period 2020 Same period 2019
Rank 322 245 390
Rank change year-on-year -77 +145 +115
Permanent jobs citing Amazon Redshift 500 258 409
As % of all permanent jobs advertised in London 0.99% 1.31% 0.75%
As % of the Database & Business Intelligence category 3.09% 4.55% 2.58%
Number of salaries quoted 359 206 340
10th Percentile £47,500 £48,750 £47,500
25th Percentile £60,000 £60,000 £55,000
Median annual salary (50th Percentile) £77,500 £85,000 £75,000
Median % change year-on-year -8.82% +13.33% -
75th Percentile £88,750 £122,500 £92,500
90th Percentile £97,500 £143,750 £115,375
England median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% -7.14%

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 16,195 5,672 15,846
As % of all permanent IT jobs advertised in London 31.92% 28.71% 29.00%
Number of salaries quoted 9,568 4,831 13,230
10th Percentile £45,000 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £107,500 £103,750 £98,750
England median annual salary £59,500 £55,000 £52,500
% change year-on-year +8.18% +4.76% +5.00%

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 21 October 2021.

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 21 October 2021. 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 +6 88 £80,000 +33.33% 19
South London -19 16 £75,000 +20.00% 1
East London -26 2 £36,250 -44.23% 5
North London - 2 £52,500 -
West London -85 1 £70,000 -15.15% 3
Amazon Redshift
England

For the 6 months to 21 October 2021, 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.

1 430 (86.00%) AWS
2 351 (70.20%) Python
3 274 (54.80%) Analytics
4 270 (54.00%) SQL
5 186 (37.20%) ETL
6 181 (36.20%) GCP
7 176 (35.20%) Apache Spark
8 171 (34.20%) Data Warehouse
9 161 (32.20%) PostgreSQL
10 158 (31.60%) Big Data
11 151 (30.20%) Kubernetes
12 149 (29.80%) Agile Software Development
13 147 (29.40%) Software Engineering
14 145 (29.00%) Data Modelling
15 140 (28.00%) Data Engineering
16 137 (27.40%) Data Pipeline
17 136 (27.20%) Amazon S3
18 134 (26.80%) Business Intelligence
19 131 (26.20%) Java
20 127 (25.40%) Finance
20 127 (25.40%) Data Science
21 125 (25.00%) Hadoop
21 125 (25.00%) BigQuery
22 124 (24.80%) Docker
23 122 (24.40%) Azure
24 119 (23.80%) Tableau
25 117 (23.40%) Snowflake
26 110 (22.00%) NoSQL
27 109 (21.80%) Amazon RDS
27 109 (21.80%) Google

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
1 176 (35.20%) Apache Spark
2 65 (13.00%) Apache Airflow
3 37 (7.40%) Apache
4 16 (3.20%) SAS
5 13 (2.60%) Confluence
6 9 (1.80%) Luigi
7 6 (1.20%) Apache Pig
8 5 (1.00%) Elasticsearch
9 1 (0.20%) Oracle Workflow
Applications
1 7 (1.40%) Microsoft Excel
2 2 (0.40%) Microsoft Office
Business Applications
1 3 (0.60%) Oracle EBS
2 2 (0.40%) Sentinel
Cloud Services
1 430 (86.00%) AWS
2 181 (36.20%) GCP
3 136 (27.20%) Amazon S3
4 122 (24.40%) Azure
5 117 (23.40%) Snowflake
6 101 (20.20%) Serverless
7 91 (18.20%) Amazon EMR
8 89 (17.80%) AWS Lambda
9 70 (14.00%) Amazon EC2
10 66 (13.20%) Power Platform
11 58 (11.60%) Amazon Kinesis
12 47 (9.40%) AWS CloudFormation
13 42 (8.40%) Amazon EKS
14 35 (7.00%) Amazon SQS
15 34 (6.80%) Slack
16 28 (5.60%) dbt
17 25 (5.00%) IBM Cloud
17 25 (5.00%) SaaS
18 24 (4.80%) Virtual Private Cloud
19 23 (4.60%) Amazon ECS
Communications & Networking
1 4 (0.80%) Cisco IPT
2 1 (0.20%) Internet
2 1 (0.20%) Network Security
2 1 (0.20%) VPN
Database & Business Intelligence
1 171 (34.20%) Data Warehouse
2 161 (32.20%) PostgreSQL
3 158 (31.60%) Big Data
4 125 (25.00%) BigQuery
4 125 (25.00%) Hadoop
5 119 (23.80%) Tableau
6 110 (22.00%) NoSQL
7 109 (21.80%) Amazon RDS
8 80 (16.00%) Amazon DynamoDB
9 68 (13.60%) Data Lake
9 68 (13.60%) Relational Database
10 66 (13.20%) Amazon Athena
10 66 (13.20%) Power BI
11 52 (10.40%) Looker
12 47 (9.40%) Electronic Patient Records
13 45 (9.00%) Apache Hive
13 45 (9.00%) MySQL
14 44 (8.80%) Amazon Aurora
15 34 (6.80%) Presto
16 32 (6.40%) Redis
Development Applications
1 69 (13.80%) GitLab
2 53 (10.60%) Jenkins
3 49 (9.80%) Git (software)
4 40 (8.00%) JIRA
5 35 (7.00%) Atlassian Bamboo
6 25 (5.00%) Vagrant
7 19 (3.80%) PyCharm
8 13 (2.60%) Cypress.io
9 10 (2.00%) Bitbucket
10 9 (1.80%) ER Studio
10 9 (1.80%) ERwin
10 9 (1.80%) PowerDesigner
11 8 (1.60%) Artifactory
12 7 (1.40%) Octopus Deploy
12 7 (1.40%) Subversion
13 5 (1.00%) Toad
13 5 (1.00%) TortoiseSVN
14 4 (0.80%) kappa
14 4 (0.80%) Spinnaker
14 4 (0.80%) Visual Studio Code
General
1 127 (25.40%) Finance
2 101 (20.20%) Analytical Skills
3 81 (16.20%) Social Skills
4 48 (9.60%) Marketing
5 35 (7.00%) Retail
6 25 (5.00%) Advertising
7 15 (3.00%) Banking
8 14 (2.80%) Brand Awareness
9 12 (2.40%) Public Sector
10 8 (1.60%) Front Office
10 8 (1.60%) Investment Banking
11 7 (1.40%) Presentation Skills
11 7 (1.40%) Telecoms
12 6 (1.20%) Automotive
13 5 (1.00%) Czech Language
14 4 (0.80%) Games
15 2 (0.40%) Law
16 1 (0.20%) Financial Institution
16 1 (0.20%) Manufacturing
16 1 (0.20%) Publishing
Job Titles
1 173 (34.60%) Data Engineer
2 67 (13.40%) Architect
3 61 (12.20%) Data Architect
4 59 (11.80%) AWS Engineer
5 47 (9.40%) Python Engineer
6 42 (8.40%) Analyst
7 31 (6.20%) Software Engineer
8 27 (5.40%) Developer
9 24 (4.80%) Senior Data Engineer
10 23 (4.60%) Big Data Engineer
11 20 (4.00%) DevOps Engineer
12 19 (3.80%) AWS DevOps
12 19 (3.80%) Java Engineer
13 18 (3.60%) Cloud Engineer
14 17 (3.40%) Senior Analyst
15 15 (3.00%) Insight Analyst
15 15 (3.00%) Platform Architect
16 14 (2.80%) Senior Insight Analyst
17 13 (2.60%) Data Analyst
18 12 (2.40%) Consultant
Libraries, Frameworks & Software Standards
1 94 (18.80%) Kafka
2 63 (12.60%) React
3 56 (11.20%) Web Services
4 47 (9.40%) Jest
5 41 (8.20%) AngularJS
6 37 (7.40%) Node.js
7 36 (7.20%) Django
7 36 (7.20%) Vue.js
8 34 (6.80%) Redux
9 32 (6.40%) REST
10 31 (6.20%) Spark Streaming
11 21 (4.20%) React Native
12 18 (3.60%) PySpark
13 15 (3.00%) pytest
14 14 (2.80%) Apache Beam
15 11 (2.20%) Pandas
16 10 (2.00%) NumPy
17 8 (1.60%) J2SE
17 8 (1.60%) Matplotlib
17 8 (1.60%) scikit-learn
Miscellaneous
1 22 (4.40%) User Experience
2 21 (4.20%) Public Cloud
3 18 (3.60%) Self-Motivation
4 13 (2.60%) Cloud Native
5 11 (2.20%) Data Structures
6 10 (2.00%) CMDB
6 10 (2.00%) Virtual Team
7 7 (1.40%) Algorithms
7 7 (1.40%) Management Information System
7 7 (1.40%) NHS
8 6 (1.20%) Greenfield Project
9 5 (1.00%) Renewable Energy
10 4 (0.80%) Blog
10 4 (0.80%) Digital Media
11 3 (0.60%) Analytical Mindset
11 3 (0.60%) Credit Risk
11 3 (0.60%) Marketing Technology
11 3 (0.60%) Reference Data
12 2 (0.40%) FMCG
12 2 (0.40%) Linux Command Line
Operating Systems
1 34 (6.80%) Unix
2 25 (5.00%) Linux
3 14 (2.80%) Windows
4 9 (1.80%) Windows Server
5 1 (0.20%) CentOS
5 1 (0.20%) Red Hat Enterprise Linux
5 1 (0.20%) VMS
Processes & Methodologies
1 274 (54.80%) Analytics
2 186 (37.20%) ETL
3 149 (29.80%) Agile Software Development
4 147 (29.40%) Software Engineering
5 145 (29.00%) Data Modelling
6 140 (28.00%) Data Engineering
7 137 (27.40%) Data Pipeline
8 134 (26.80%) Business Intelligence
9 127 (25.40%) Data Science
10 79 (15.80%) DevOps
11 67 (13.40%) Problem-Solving
12 65 (13.00%) Artificial Intelligence
13 62 (12.40%) Data Architecture
14 58 (11.60%) Visualisation
15 56 (11.20%) Data Analytics
15 56 (11.20%) Fintech
15 56 (11.20%) Open Source
16 53 (10.60%) Data Management
17 49 (9.80%) Data Visualisation
18 42 (8.40%) Machine Learning
Programming Languages
1 351 (70.20%) Python
2 270 (54.00%) SQL
3 131 (26.20%) Java
4 66 (13.20%) Go
5 55 (11.00%) Scala
6 38 (7.60%) JavaScript
7 29 (5.80%) R
8 20 (4.00%) Ruby
9 17 (3.40%) C#
9 17 (3.40%) PL/SQL
9 17 (3.40%) PowerShell
10 13 (2.60%) Bash Shell
10 13 (2.60%) HiveQL
10 13 (2.60%) TypeScript
11 11 (2.20%) C
12 7 (1.40%) Data Analysis Expressions (DAX)
13 6 (1.20%) LookML
13 6 (1.20%) PHP
14 5 (1.00%) Kotlin
14 5 (1.00%) T-SQL
Qualifications
1 40 (8.00%) Degree
2 15 (3.00%) AWS Certification
3 9 (1.80%) Computer Science Degree
3 9 (1.80%) Master's Degree
3 9 (1.80%) SC Cleared
3 9 (1.80%) Security Cleared
4 6 (1.20%) (ISC)2 CCSP
4 6 (1.20%) Cisco Certification
4 6 (1.20%) CISSP
5 3 (0.60%) PhD
6 2 (0.40%) CCSP
6 2 (0.40%) CSSLP
6 2 (0.40%) OSCP
6 2 (0.40%) SANS
7 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 36 (7.20%) Data Quality
2 10 (2.00%) QA
3 6 (1.20%) Accessibility
4 4 (0.80%) WCAG
5 3 (0.60%) PCI DSS
6 2 (0.40%) MiFID
6 2 (0.40%) NIST
7 1 (0.20%) GDPR
7 1 (0.20%) ISO/IEC 27001
System Software
1 124 (24.80%) Docker
2 25 (5.00%) VirtualBox
3 13 (2.60%) HDFS
4 2 (0.40%) Apache Flume
4 2 (0.40%) Apache ZooKeeper
5 1 (0.20%) Active Directory
Systems Management
1 151 (30.20%) Kubernetes
2 93 (18.60%) Terraform
3 59 (11.80%) Istio
4 43 (8.60%) Ansible
5 35 (7.00%) Opscode Chef
6 34 (6.80%) Prometheus
7 25 (5.00%) Docker Swarm
8 4 (0.80%) Hadoop YARN
9 2 (0.40%) Ambari
9 2 (0.40%) Kibana
9 2 (0.40%) logstash
9 2 (0.40%) Single Sign-On
10 1 (0.20%) Consul
10 1 (0.20%) Grafana
10 1 (0.20%) Mesos
10 1 (0.20%) Puppet
Vendors
1 109 (21.80%) Google
2 73 (14.60%) Microsoft
3 63 (12.60%) Talend
4 47 (9.40%) Informatica
5 46 (9.20%) Oracle
6 31 (6.20%) Hortonworks
7 29 (5.80%) Cloudera
8 26 (5.20%) IBM
9 24 (4.80%) Databricks
10 13 (2.60%) Teradata
11 10 (2.00%) Splunk
12 8 (1.60%) Atlassian
12 8 (1.60%) Cognos
13 7 (1.40%) Alteryx
14 5 (1.00%) Cisco
15 4 (0.80%) BT
15 4 (0.80%) ServiceNow
16 3 (0.60%) OpenText
17 2 (0.40%) MKS
17 2 (0.40%) TIBCO