Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 8 July 2020

The following table provides summary statistics for permanent job vacancies 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 8 July 2020 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
8 Jul 2020		 Same period 2019 Same period 2018
Rank 432 566 737
Rank change year-on-year +134 +171 +100
Permanent jobs citing Amazon Redshift 467 689 507
As % of all permanent jobs advertised in the UK 0.59% 0.47% 0.28%
As % of the Database & Business Intelligence category 2.20% 1.68% 0.93%
Number of salaries quoted 383 628 416
Median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% -
10th Percentile £49,000 £46,600 £37,500
90th Percentile £132,500 £106,250 £87,500
UK excluding London median annual salary £70,000 £55,000 £52,500
% change year-on-year +27.27% +4.76% +31.25%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 21,250 40,921 54,548
As % of all permanent IT jobs advertised in the UK 26.95% 27.66% 30.52%
Number of salaries quoted 17,336 33,529 44,611
Median annual salary £55,000 £52,000 £50,000
Median salary % change year-on-year +5.77% +4.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £90,000 £85,000 £81,250
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Amazon Redshift
Job Vacancy Trend

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

Job vacancy trend for Amazon Redshift in the UK

Amazon Redshift
Salary Trend

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

Salary trend for Amazon Redshift in the UK

Amazon Redshift
Salary Histogram

Salary distribution for jobs citing Amazon Redshift over the 6 months to 8 July 2020.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the UK over the 6 months to 8 July 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
England +124 457 £75,000 - 41
London +76 340 £80,000 - 36
UK excluding London +174 126 £70,000 +27.27% 7
South East +156 37 £75,000 +7.14% 2
East of England +112 29 £65,000 -7.14% 1
North of England +139 23 £56,250 +18.42%
North West +110 19 £56,250 +4.90%
South West +63 16 £72,000 +37.14% 2
Work from Home -12 15 £70,000 -12.50% 9
Midlands +60 12 £75,000 +36.36%
East Midlands +61 6 £75,000 +50.00%
West Midlands +47 6 £73,750 +34.09%
Wales +23 5 £50,000 +127.27% 1
Scotland +80 4 £60,000 +9.09% 1
Yorkshire +102 3 £65,000 +44.44%
North East +21 1 £42,000 -23.64%

For the 6 months to 8 July 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 with a requirement for Amazon Redshift.

1 415 (88.87%) AWS
2 365 (78.16%) Python
3 296 (63.38%) SQL
4 237 (50.75%) GCP
5 228 (48.82%) Java
6 218 (46.68%) Azure
7 214 (45.82%) Data Warehouse
8 188 (40.26%) Analytics
9 178 (38.12%) ETL
10 173 (37.04%) Finance
11 169 (36.19%) PostgreSQL
11 169 (36.19%) Kubernetes
12 161 (34.48%) Apache Spark
13 158 (33.83%) DevOps
14 152 (32.55%) Big Data
14 152 (32.55%) Agile Software Development
15 150 (32.12%) Google
16 146 (31.26%) SQL Server
17 144 (30.84%) Serverless
18 143 (30.62%) Hadoop
19 142 (30.41%) AWS Lambda
20 134 (28.69%) Docker
21 133 (28.48%) Business Intelligence
22 128 (27.41%) Banking
23 127 (27.19%) NoSQL
24 126 (26.98%) Microservices
25 125 (26.77%) MySQL
26 124 (26.55%) Data Science
27 115 (24.63%) Data Modelling
28 113 (24.20%) Web Services

Amazon Redshift
Co-occurring IT Skills 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
1 161 (34.48%) Apache Spark
2 108 (23.13%) Apache
3 46 (9.85%) Apache Airflow
4 29 (6.21%) Luigi
5 14 (3.00%) Elasticsearch
6 8 (1.71%) Confluence
6 8 (1.71%) Oracle Coherence
7 6 (1.28%) Tomcat
8 4 (0.86%) Apache Synapse
8 4 (0.86%) Jupyter
8 4 (0.86%) nginx
8 4 (0.86%) Oracle Workflow
8 4 (0.86%) SAS
8 4 (0.86%) SharePoint
9 2 (0.43%) IBM Domino
9 2 (0.43%) IIS
10 1 (0.21%) SharePoint Server
Applications
1 6 (1.28%) Microsoft Excel
2 3 (0.64%) Microsoft Office
3 1 (0.21%) Microsoft PowerPoint
Business Applications
1 4 (0.86%) Adobe Campaign
1 4 (0.86%) Eikon
2 2 (0.43%) SAP BPC
2 2 (0.43%) SAP S/4HANA
Cloud Services
1 415 (88.87%) AWS
2 237 (50.75%) GCP
3 218 (46.68%) Azure
4 144 (30.84%) Serverless
5 142 (30.41%) AWS Lambda
6 104 (22.27%) Amazon S3
7 101 (21.63%) Amazon ECS
8 100 (21.41%) Amazon EMR
9 76 (16.27%) Power Platform
10 59 (12.63%) Amazon EC2
11 52 (11.13%) Apigee
12 39 (8.35%) Amazon Kinesis
13 36 (7.71%) Amazon SQS
14 24 (5.14%) IBM Cloud
15 22 (4.71%) SaaS
16 19 (4.07%) AWS CloudFormation
17 14 (3.00%) AWS Step Functions
17 14 (3.00%) GitHub
18 10 (2.14%) Azure Data Factory
19 9 (1.93%) Virtual Private Cloud
Communications & Networking
1 2 (0.43%) Internet
2 1 (0.21%) DMZ
2 1 (0.21%) Firewall
2 1 (0.21%) HTTP
2 1 (0.21%) Unified Communications
2 1 (0.21%) VPN
Database & Business Intelligence
1 214 (45.82%) Data Warehouse
2 169 (36.19%) PostgreSQL
3 152 (32.55%) Big Data
4 146 (31.26%) SQL Server
5 143 (30.62%) Hadoop
6 127 (27.19%) NoSQL
7 125 (26.77%) MySQL
8 103 (22.06%) BigQuery
9 94 (20.13%) Snowflake Schema
10 88 (18.84%) Amazon Athena
11 76 (16.27%) Power BI
12 70 (14.99%) Amazon RDS
13 69 (14.78%) Data Lake
13 69 (14.78%) Relational Database
14 64 (13.70%) Amazon DynamoDB
15 58 (12.42%) Looker
16 34 (7.28%) SQL Server Integration Services
17 33 (7.07%) Apache Cassandra
18 32 (6.85%) Neo4j
19 29 (6.21%) Apache Hive
Development Applications
1 109 (23.34%) Jenkins
2 60 (12.85%) Artifactory
3 51 (10.92%) Git (software)
3 51 (10.92%) GitLab
4 24 (5.14%) Atlassian Bamboo
4 24 (5.14%) Vagrant
5 20 (4.28%) JIRA
6 13 (2.78%) Maven
7 10 (2.14%) Bitbucket
8 8 (1.71%) GoCD
8 8 (1.71%) TeamCity
9 5 (1.07%) Travis CI
10 4 (0.86%) CircleCI
10 4 (0.86%) Octopus Deploy
10 4 (0.86%) Sonatype Nexus
11 3 (0.64%) IntelliJ
12 2 (0.43%) Gradle
12 2 (0.43%) Subversion
13 1 (0.21%) Liquibase
13 1 (0.21%) Mockito
General
1 173 (37.04%) Finance
2 128 (27.41%) Banking
3 49 (10.49%) Back Office
4 40 (8.57%) Retail
5 28 (6.00%) Manufacturing
6 27 (5.78%) Marketing
7 25 (5.35%) Advertising
8 18 (3.85%) Automotive
9 12 (2.57%) Front Office
9 12 (2.57%) Public Sector
10 8 (1.71%) Investment Banking
11 5 (1.07%) Legal
12 4 (0.86%) Games
13 2 (0.43%) Law
13 2 (0.43%) Publishing
13 2 (0.43%) Telecoms
14 1 (0.21%) Pharmaceutical
Job Titles
1 183 (39.19%) Data Engineer
2 96 (20.56%) Architect
3 85 (18.20%) Data Architect
4 75 (16.06%) Developer
5 42 (8.99%) AWS Engineer
6 39 (8.35%) Solutions Architect
7 36 (7.71%) Cloud Architect
8 35 (7.49%) AWS Architect
9 32 (6.85%) Java Architect
9 32 (6.85%) Java Solutions Architect
10 31 (6.64%) Development Manager
10 31 (6.64%) Engineering Manager
10 31 (6.64%) Finance Manager
11 30 (6.42%) AWS Solutions Architect
11 30 (6.42%) Cloud Solutions Architect
12 28 (6.00%) Software Engineering Manager
13 27 (5.78%) Java Engineer
14 26 (5.57%) Java Developer
15 25 (5.35%) Java Development Manager
16 24 (5.14%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 113 (24.20%) Web Services
2 108 (23.13%) Kafka
3 83 (17.77%) gRPC
4 55 (11.78%) Spark Streaming
5 52 (11.13%) Swagger
6 50 (10.71%) OAuth
7 31 (6.64%) TensorFlow
8 29 (6.21%) PySpark
9 20 (4.28%) React
10 19 (4.07%) Node.js
11 16 (3.43%) scikit-learn
12 14 (3.00%) Pandas
12 14 (3.00%) REST
13 13 (2.78%) .NET
13 13 (2.78%) NumPy
14 12 (2.57%) JSON
15 11 (2.36%) RabbitMQ
16 10 (2.14%) AngularJS
17 9 (1.93%) D3.js
17 9 (1.93%) SciPy
Miscellaneous
1 97 (20.77%) Hedge funds
2 47 (10.06%) Analytical Skills
3 45 (9.64%) Data Structures
4 34 (7.28%) Blog
5 31 (6.64%) Greenfield Project
6 28 (6.00%) Management Information System
7 26 (5.57%) Acoustics
8 16 (3.43%) Algorithms
8 16 (3.43%) Cloud Native
9 14 (3.00%) Equities
10 13 (2.78%) Foreign Exchange (FX)
11 11 (2.36%) User Experience
12 8 (1.71%) Data Centre
12 8 (1.71%) Derivative
12 8 (1.71%) Fixed Income
12 8 (1.71%) Reinsurance
12 8 (1.71%) Self-Motivation
13 7 (1.50%) Public Cloud
14 4 (0.86%) Replication
15 3 (0.64%) Clustering
Operating Systems
1 29 (6.21%) Unix
2 18 (3.85%) Linux
3 5 (1.07%) Windows
4 2 (0.43%) Windows Server 2012
4 2 (0.43%) Windows Server 2016
5 1 (0.21%) CentOS
5 1 (0.21%) Debian
5 1 (0.21%) Ubuntu
5 1 (0.21%) Windows Server
Processes & Methodologies
1 188 (40.26%) Analytics
2 178 (38.12%) ETL
3 158 (33.83%) DevOps
4 152 (32.55%) Agile Software Development
5 133 (28.48%) Business Intelligence
6 126 (26.98%) Microservices
7 124 (26.55%) Data Science
8 115 (24.63%) Data Modelling
9 104 (22.27%) Mentoring
10 103 (22.06%) Software Engineering
11 102 (21.84%) Asset Management
12 100 (21.41%) Data Engineering
13 88 (18.84%) Investment Management
14 80 (17.13%) Visualisation
15 72 (15.42%) Machine Learning
16 59 (12.63%) Artificial Intelligence
16 59 (12.63%) Continuous Integration
17 55 (11.78%) Data Munging
18 48 (10.28%) Data Architecture
18 48 (10.28%) Data Transformation
Programming Languages
1 365 (78.16%) Python
2 296 (63.38%) SQL
3 228 (48.82%) Java
4 98 (20.99%) Scala
5 44 (9.42%) JavaScript
6 40 (8.57%) C++
7 29 (6.21%) C#
8 25 (5.35%) Bash Shell
9 22 (4.71%) R
10 19 (4.07%) PL/SQL
11 18 (3.85%) Go
12 8 (1.71%) Korn
12 8 (1.71%) Kotlin
13 7 (1.50%) PHP
13 7 (1.50%) Ruby
14 6 (1.28%) PowerShell
15 4 (0.86%) Shell Script
15 4 (0.86%) T-SQL
16 2 (0.43%) C
16 2 (0.43%) MATLAB
Qualifications
1 64 (13.70%) Degree
2 30 (6.42%) Computer Science Degree
3 28 (6.00%) Sun Certification
4 10 (2.14%) PhD
5 8 (1.71%) TOGAF Certification
6 6 (1.28%) AWS Certification
7 3 (0.64%) MBA
7 3 (0.64%) Numerate Degree
8 2 (0.43%) ACCA
8 2 (0.43%) CIMA
8 2 (0.43%) SC Cleared
8 2 (0.43%) Security Cleared
9 1 (0.21%) A+ Certification
9 1 (0.21%) RHCE
Quality Assurance & Compliance
1 13 (2.78%) Data Quality
2 12 (2.57%) QA
3 3 (0.64%) GDPR
4 2 (0.43%) Actionable Recommendations
4 2 (0.43%) ISO/IEC 27001
System Software
1 134 (28.69%) Docker
2 24 (5.14%) VirtualBox
3 6 (1.28%) Apache Flume
3 6 (1.28%) Apache ZooKeeper
4 4 (0.86%) HDFS
4 4 (0.86%) Varnish
5 3 (0.64%) VMware Infrastructure
6 2 (0.43%) Virtual Servers
7 1 (0.21%) zsh
Systems Management
1 169 (36.19%) Kubernetes
2 61 (13.06%) Terraform
3 40 (8.57%) Ansible
4 31 (6.64%) Docker Swarm
5 5 (1.07%) Oozie
6 4 (0.86%) Hadoop YARN
6 4 (0.86%) Nagios
7 3 (0.64%) Grafana
7 3 (0.64%) Mesos
7 3 (0.64%) Opscode Chef
7 3 (0.64%) Puppet
8 2 (0.43%) Kubeflow
9 1 (0.21%) Kibana
9 1 (0.21%) Prometheus
9 1 (0.21%) Red Hat Satellite
9 1 (0.21%) Red Hat Spacewalk
9 1 (0.21%) StatsD
9 1 (0.21%) WSUS
9 1 (0.21%) yum
Vendors
1 150 (32.12%) Google
2 108 (23.13%) Oracle
3 85 (18.20%) Tableau
4 56 (11.99%) Talend
5 47 (10.06%) Informatica
6 42 (8.99%) Cloudera
7 27 (5.78%) IBM
8 26 (5.57%) Hortonworks
9 17 (3.64%) Databricks
9 17 (3.64%) Microsoft
10 16 (3.43%) Vertica
11 15 (3.21%) Netezza
11 15 (3.21%) Teradata
12 13 (2.78%) SAP
13 12 (2.57%) Alteryx
14 10 (2.14%) Cognos
14 10 (2.14%) Salesforce.com
14 10 (2.14%) SnapLogic
14 10 (2.14%) Splunk
15 8 (1.71%) Palantir