Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 1 August 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 1 August 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > London
6 months to
1 Aug 2021		 Same period 2020 Same period 2019
Rank 298 284 390
Rank change year-on-year -14 +106 +179
Permanent jobs citing Amazon Redshift 478 290 433
As % of all permanent jobs advertised in London 1.06% 1.03% 0.76%
As % of the Database & Business Intelligence category 3.32% 3.65% 2.62%
Number of salaries quoted 345 219 364
10th Percentile £46,250 £52,500 £48,750
25th Percentile £55,000 £62,500 £57,500
Median annual salary (50th Percentile) £75,000 £87,500 £80,000
Median % change year-on-year -14.29% +9.38% +14.29%
75th Percentile £87,500 £122,500 £100,000
90th Percentile £92,500 £143,750 £110,000
England median annual salary £72,500 £75,000 £70,000
% change year-on-year -3.33% +7.14% +7.69%

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 14,378 7,943 16,507
As % of all permanent IT jobs advertised in London 31.86% 28.19% 29.03%
Number of salaries quoted 8,687 6,430 13,929
10th Percentile £44,000 £41,250 £38,500
25th Percentile £53,188 £51,250 £48,750
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £88,750 £85,000 £82,500
90th Percentile £105,000 £102,500 £96,250
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 1 August 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 1 August 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 +23 73 £80,000 +4.58% 16
South London -8 11 £61,250 -5.77%
West London -25 4 £72,500 +11.54% 3
North London - 1 - -
Amazon Redshift
England

For the 6 months to 1 August 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.

1 410 (85.77%) AWS
2 324 (67.78%) Python
3 293 (61.30%) SQL
4 289 (60.46%) Analytics
5 216 (45.19%) GCP
6 215 (44.98%) Big Data
7 211 (44.14%) ETL
8 205 (42.89%) Apache Spark
9 183 (38.28%) Data Pipeline
10 181 (37.87%) Data Engineering
11 173 (36.19%) Kubernetes
12 166 (34.73%) Docker
13 163 (34.10%) Software Engineering
14 152 (31.80%) Agile Software Development
15 150 (31.38%) Data Warehouse
16 149 (31.17%) Hadoop
16 149 (31.17%) Snowflake
17 145 (30.33%) Google
18 137 (28.66%) Data Science
19 136 (28.45%) NoSQL
20 133 (27.82%) Azure
21 132 (27.62%) BigQuery
22 122 (25.52%) Business Intelligence
22 122 (25.52%) PostgreSQL
23 120 (25.10%) Tableau
24 112 (23.43%) Amazon EMR
25 110 (23.01%) Java
26 107 (22.38%) Data Modelling
27 106 (22.18%) Amazon Athena
28 103 (21.55%) Analytical Skills

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
1 205 (42.89%) Apache Spark
2 66 (13.81%) Apache Airflow
3 37 (7.74%) Apache
4 23 (4.81%) Luigi
5 9 (1.88%) Confluence
6 6 (1.26%) Apache Pig
7 5 (1.05%) Elasticsearch
8 4 (0.84%) Oracle Workflow
9 2 (0.42%) SAS
Applications
1 4 (0.84%) Microsoft Office
2 1 (0.21%) Microsoft Excel
Business Applications
1 4 (0.84%) Sentinel
2 3 (0.63%) Oracle EBS
Cloud Services
1 410 (85.77%) AWS
2 216 (45.19%) GCP
3 149 (31.17%) Snowflake
4 133 (27.82%) Azure
5 112 (23.43%) Amazon EMR
6 94 (19.67%) Amazon S3
7 86 (17.99%) Serverless
8 68 (14.23%) IBM Cloud
9 58 (12.13%) AWS Lambda
10 53 (11.09%) Amazon EC2
11 51 (10.67%) Power Platform
12 43 (9.00%) Amazon Kinesis
13 37 (7.74%) Amazon EKS
14 34 (7.11%) Cloud Functions
15 33 (6.90%) dbt
16 30 (6.28%) Google App Engine
17 29 (6.07%) Google Compute Engine
17 29 (6.07%) Google Container Engine
18 26 (5.44%) Slack
19 25 (5.23%) Amazon SQS
Communications & Networking
1 2 (0.42%) Cisco IPT
2 1 (0.21%) Internet
2 1 (0.21%) Network Security
2 1 (0.21%) VPN
Database & Business Intelligence
1 215 (44.98%) Big Data
2 150 (31.38%) Data Warehouse
3 149 (31.17%) Hadoop
4 136 (28.45%) NoSQL
5 132 (27.62%) BigQuery
6 122 (25.52%) PostgreSQL
7 120 (25.10%) Tableau
8 106 (22.18%) Amazon Athena
9 75 (15.69%) Amazon RDS
9 75 (15.69%) Neo4j
10 72 (15.06%) Electronic Patient Records
11 62 (12.97%) Amazon DynamoDB
12 60 (12.55%) Relational Database
13 54 (11.30%) Data Lake
14 51 (10.67%) Power BI
15 47 (9.83%) Looker
16 41 (8.58%) Amazon Aurora
17 34 (7.11%) Presto
18 26 (5.44%) MySQL
19 25 (5.23%) Apache Hive
Development Applications
1 81 (16.95%) Jenkins
2 70 (14.64%) Atlassian Bamboo
3 68 (14.23%) Vagrant
4 53 (11.09%) GitLab
5 48 (10.04%) Git (software)
6 21 (4.39%) JIRA
7 15 (3.14%) Cypress.io
8 13 (2.72%) PyCharm
9 9 (1.88%) ERwin
10 8 (1.67%) ER Studio
10 8 (1.67%) PowerDesigner
11 7 (1.46%) Spinnaker
12 4 (0.84%) Oracle APEX
12 4 (0.84%) Subversion
12 4 (0.84%) Toad
12 4 (0.84%) TortoiseSVN
13 3 (0.63%) Cucumber
13 3 (0.63%) SonarQube
14 2 (0.42%) CircleCI
14 2 (0.42%) kappa
General
1 103 (21.55%) Analytical Skills
2 86 (17.99%) Finance
3 68 (14.23%) Social Skills
4 55 (11.51%) Marketing
5 32 (6.69%) Retail
6 24 (5.02%) Advertising
7 21 (4.39%) Brand Awareness
8 9 (1.88%) Telecoms
9 7 (1.46%) Czech Language
10 6 (1.26%) Banking
10 6 (1.26%) Games
10 6 (1.26%) Presentation Skills
11 3 (0.63%) Automotive
11 3 (0.63%) Manufacturing
12 2 (0.42%) Financial Institution
12 2 (0.42%) Investment Banking
12 2 (0.42%) Organisational Skills
13 1 (0.21%) Influencing Skills
13 1 (0.21%) Law
13 1 (0.21%) Publishing
Job Titles
1 168 (35.15%) Data Engineer
2 79 (16.53%) Architect
3 75 (15.69%) Data Architect
4 65 (13.60%) AWS Engineer
5 63 (13.18%) Python Engineer
6 51 (10.67%) Analyst
7 40 (8.37%) Software Engineer
8 36 (7.53%) Big Data Engineer
9 34 (7.11%) Platform Architect
9 34 (7.11%) Platform Engineer
10 31 (6.49%) Java Engineer
11 28 (5.86%) Developer
12 24 (5.02%) AWS Architect
12 24 (5.02%) Senior Analyst
13 23 (4.81%) Big Data Software Engineer
14 22 (4.60%) Data Analytics Engineer
14 22 (4.60%) Insight Analyst
14 22 (4.60%) Java Software Engineer
15 21 (4.39%) Senior Insight Analyst
16 15 (3.14%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 81 (16.95%) Spark Streaming
2 80 (16.74%) Kafka
3 64 (13.39%) React
4 42 (8.79%) Node.js
5 41 (8.58%) Jest
6 30 (6.28%) REST
7 27 (5.65%) Django
8 26 (5.44%) AngularJS
8 26 (5.44%) Redux
8 26 (5.44%) Vue.js
9 23 (4.81%) React Native
9 23 (4.81%) Web Services
10 17 (3.56%) Pandas
11 14 (2.93%) NumPy
11 14 (2.93%) PySpark
12 13 (2.72%) pytest
12 13 (2.72%) scikit-learn
13 12 (2.51%) Matplotlib
14 11 (2.30%) JSON
15 9 (1.88%) XGBoost
Miscellaneous
1 20 (4.18%) User Experience
2 17 (3.56%) Data Structures
3 14 (2.93%) Public Cloud
4 11 (2.30%) Cloud Native
4 11 (2.30%) NHS
5 7 (1.46%) Management Information System
6 5 (1.05%) Algorithms
6 5 (1.05%) Blog
6 5 (1.05%) CMDB
6 5 (1.05%) Self-Motivation
7 4 (0.84%) Digital Media
7 4 (0.84%) Greenfield Project
7 4 (0.84%) Video Conferencing
8 3 (0.63%) Credit Risk
8 3 (0.63%) Data Centre
8 3 (0.63%) Derivative
8 3 (0.63%) Enterprise Cloud
8 3 (0.63%) Hedge funds
8 3 (0.63%) Life Science
8 3 (0.63%) Virtual Team
Operating Systems
1 7 (1.46%) Linux
2 4 (0.84%) Unix
Processes & Methodologies
1 289 (60.46%) Analytics
2 211 (44.14%) ETL
3 183 (38.28%) Data Pipeline
4 181 (37.87%) Data Engineering
5 163 (34.10%) Software Engineering
6 152 (31.80%) Agile Software Development
7 137 (28.66%) Data Science
8 122 (25.52%) Business Intelligence
9 107 (22.38%) Data Modelling
10 99 (20.71%) Artificial Intelligence
11 82 (17.15%) Data Munging
12 81 (16.95%) Project Management
12 81 (16.95%) Unit Testing
13 77 (16.11%) Continuous Integration
14 74 (15.48%) Configuration Management
15 72 (15.06%) Translating Business Requirements
16 68 (14.23%) Open Source
17 65 (13.60%) Data Analytics
17 65 (13.60%) Data Architecture
17 65 (13.60%) Visualisation
Programming Languages
1 324 (67.78%) Python
2 293 (61.30%) SQL
3 110 (23.01%) Java
4 50 (10.46%) Go
5 37 (7.74%) Scala
6 34 (7.11%) JavaScript
7 17 (3.56%) R
8 13 (2.72%) C
8 13 (2.72%) Ruby
9 10 (2.09%) Bash Shell
10 8 (1.67%) Clojure
10 8 (1.67%) PowerShell
11 6 (1.26%) LookML
11 6 (1.26%) PHP
12 5 (1.05%) Kotlin
12 5 (1.05%) T-SQL
13 4 (0.84%) C++
13 4 (0.84%) PL/SQL
13 4 (0.84%) TypeScript
14 3 (0.63%) C#
Qualifications
1 37 (7.74%) Degree
2 20 (4.18%) Computer Science Degree
3 8 (1.67%) SC Cleared
3 8 (1.67%) Security Cleared
4 6 (1.26%) Master's Degree
5 4 (0.84%) AWS Certification
6 3 (0.63%) PhD
7 2 (0.42%) (ISC)2 CCSP
7 2 (0.42%) Cisco Certification
7 2 (0.42%) CISSP
7 2 (0.42%) Numerate Degree
8 1 (0.21%) DV Cleared
8 1 (0.21%) TOGAF Certification
Quality Assurance & Compliance
1 21 (4.39%) Data Quality
2 11 (2.30%) QA
3 2 (0.42%) Accessibility
3 2 (0.42%) MiFID
4 1 (0.21%) Actionable Recommendations
4 1 (0.21%) ISO/IEC 27001
System Software
1 166 (34.73%) Docker
2 68 (14.23%) VirtualBox
3 2 (0.42%) Apache Flume
3 2 (0.42%) Apache ZooKeeper
Systems Management
1 173 (36.19%) Kubernetes
2 102 (21.34%) Terraform
3 82 (17.15%) Ansible
4 68 (14.23%) Docker Swarm
5 53 (11.09%) Istio
6 27 (5.65%) Opscode Chef
7 26 (5.44%) Prometheus
8 4 (0.84%) Hadoop YARN
9 2 (0.42%) Ambari
9 2 (0.42%) Kibana
9 2 (0.42%) logstash
10 1 (0.21%) Mesos
10 1 (0.21%) Oozie
10 1 (0.21%) Puppet
Vendors
1 145 (30.33%) Google
2 88 (18.41%) Talend
3 76 (15.90%) Hortonworks
4 74 (15.48%) Cloudera
5 72 (15.06%) Informatica
6 68 (14.23%) IBM
7 42 (8.79%) Microsoft
8 35 (7.32%) Oracle
9 16 (3.35%) Databricks
10 12 (2.51%) Alteryx
11 10 (2.09%) Teradata
12 9 (1.88%) Cisco
12 9 (1.88%) Cognos
13 4 (0.84%) Birst
13 4 (0.84%) BT
13 4 (0.84%) Salesforce.com
14 2 (0.42%) ServiceNow
14 2 (0.42%) SnapLogic
14 2 (0.42%) Solace
14 2 (0.42%) Splunk