Period
to 6 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 6 December 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
6 Dec 2019
Same period 2018 Same period 2017
Rank 546 594 813
Rank change year-on-year +48 +219 +60
Permanent jobs citing Amazon Redshift 568 622 377
As % of all permanent IT jobs advertised in England 0.46% 0.41% 0.22%
As % of the Database & Business Intelligence category 1.70% 1.43% 0.74%
Number of salaries quoted 472 474 319
England median annual salary £72,250 £72,500 £60,000
Median salary % change year-on-year -0.34% +20.83% -
10th Percentile £46,375 £43,500 £37,500
90th Percentile £115,000 £105,000 £97,500
UK median annual salary £70,000 £70,000 £60,000
% change year-on-year - +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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 33,450 43,469 50,925
As % of all permanent IT jobs advertised in England 26.83% 28.81% 30.19%
Number of salaries quoted 27,944 36,007 42,383
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,000 £31,250 £30,000
90th Percentile £87,500 £85,000 £77,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Salary Trend in England

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

Salary trend for Amazon Redshift in England

Amazon Redshift
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Redshift in England over the 6 months to 6 December 2019.

Salary histogram for Amazon Redshift in England

Amazon Redshift
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the England region over the 6 months to 6 December 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
London +72 428 £80,000 - 98
South West +28 50 £57,500 -20.69% 5
North of England -8 50 £60,000 +9.09% 17
North West +23 39 £60,000 -7.69% 16
Midlands +11 18 £55,000 -33.33% 7
West Midlands +5 16 £55,000 -33.33% 6
East of England +66 12 £80,000 +60.00% 8
Yorkshire +15 11 £47,500 +8.57%
South East -4 10 £65,000 -21.21% 5
East Midlands +23 2 £50,000 +11.11% 1
Amazon Redshift
UK

For the 6 months to 6 December 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 England region with a requirement for Amazon Redshift.

1 496 (87.32%) AWS
2 328 (57.75%) Python
3 286 (50.35%) SQL
4 251 (44.19%) Analytics
5 245 (43.13%) ETL
6 225 (39.61%) Agile Software Development
7 224 (39.44%) Data Warehouse
8 204 (35.92%) GCP
9 188 (33.10%) Business Intelligence
9 188 (33.10%) Java
10 173 (30.46%) Big Data
11 169 (29.75%) Hadoop
12 167 (29.40%) Software Engineering
13 161 (28.35%) Data Science
14 160 (28.17%) Apache Spark
14 160 (28.17%) BigQuery
15 157 (27.64%) Azure
16 156 (27.46%) Google
16 156 (27.46%) Finance
17 154 (27.11%) Amazon S3
18 138 (24.30%) DevOps
19 137 (24.12%) Data Modelling
20 135 (23.77%) Snowflake Schema
21 132 (23.24%) Terraform
22 129 (22.71%) Kubernetes
23 127 (22.36%) PostgreSQL
24 125 (22.01%) Docker
25 119 (20.95%) SQL Server
26 117 (20.60%) Machine Learning
27 114 (20.07%) Data Engineering

Amazon Redshift
Co-occurring IT Skills in England 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
1 160 (28.17%) Apache Spark
2 52 (9.15%) Apache Airflow
3 44 (7.75%) Apache
4 38 (6.69%) SAS
5 35 (6.16%) Elasticsearch
6 27 (4.75%) Luigi
7 12 (2.11%) Confluence
8 5 (0.88%) Jupyter
8 5 (0.88%) nginx
9 4 (0.70%) Apache Pig
10 3 (0.53%) Tomcat
10 3 (0.53%) Tornado
11 2 (0.35%) Apache Solr
11 2 (0.35%) Cloud Foundry
12 1 (0.18%) ArcGIS
12 1 (0.18%) Oracle SOA Suite
Applications
1 15 (2.64%) Microsoft Excel
2 3 (0.53%) Microsoft Office
3 2 (0.35%) SPSS
4 1 (0.18%) GNU Octave
4 1 (0.18%) SPSS Modeler
Business Applications
1 2 (0.35%) Eikon
2 1 (0.18%) Cognos TM1
2 1 (0.18%) HFM
2 1 (0.18%) PolarLake
2 1 (0.18%) SAP BPC
2 1 (0.18%) SAP CO
2 1 (0.18%) SAP FI
2 1 (0.18%) SAP FI/CO
2 1 (0.18%) Siebel CRM
Cloud Services
1 496 (87.32%) AWS
2 204 (35.92%) GCP
3 157 (27.64%) Azure
4 154 (27.11%) Amazon S3
5 99 (17.43%) Serverless
6 96 (16.90%) AWS Lambda
7 88 (15.49%) Amazon SQS
8 80 (14.08%) Amazon EC2
9 76 (13.38%) Amazon EMR
10 69 (12.15%) Amazon ECS
11 66 (11.62%) Amazon Kinesis
12 61 (10.74%) OpenShift
13 59 (10.39%) AWS CloudFormation
14 54 (9.51%) Power Platform
15 30 (5.28%) SaaS
16 24 (4.23%) Azure Data Factory
17 21 (3.70%) Cloud Computing
17 21 (3.70%) IBM Cloud
18 19 (3.35%) GitHub
18 19 (3.35%) PaaS
Communications & Networking
1 17 (2.99%) HTTP
2 10 (1.76%) FTP
3 5 (0.88%) MQTT
3 5 (0.88%) SMTP
3 5 (0.88%) SSH
4 3 (0.53%) Internet
4 3 (0.53%) Reverse Proxy
Database & Business Intelligence
1 224 (39.44%) Data Warehouse
2 173 (30.46%) Big Data
3 169 (29.75%) Hadoop
4 160 (28.17%) BigQuery
5 135 (23.77%) Snowflake Schema
6 127 (22.36%) PostgreSQL
7 119 (20.95%) SQL Server
8 101 (17.78%) Amazon RDS
8 101 (17.78%) Looker
9 88 (15.49%) NoSQL
10 70 (12.32%) MySQL
11 69 (12.15%) Apache Hive
11 69 (12.15%) Relational Database
12 64 (11.27%) Amazon Athena
13 62 (10.92%) Data Lake
14 56 (9.86%) SQL Server Integration Services
15 54 (9.51%) Power BI
16 50 (8.80%) Amazon DynamoDB
17 49 (8.63%) HBase
18 43 (7.57%) Pentaho
Development Applications
1 91 (16.02%) Artifactory
2 74 (13.03%) Git (software)
3 70 (12.32%) Jenkins
4 40 (7.04%) Bitbucket
5 35 (6.16%) Maven
6 31 (5.46%) JIRA
7 22 (3.87%) RStudio
8 18 (3.17%) Atlassian Bamboo
8 18 (3.17%) Vagrant
9 10 (1.76%) ERwin
10 9 (1.58%) GitLab
11 8 (1.41%) TeamCity
12 6 (1.06%) ER Studio
12 6 (1.06%) PowerDesigner
12 6 (1.06%) Sonatype Nexus
12 6 (1.06%) Travis CI
13 5 (0.88%) Selenium
14 3 (0.53%) IntelliJ
14 3 (0.53%) Jasmine
14 3 (0.53%) Mocha
General
1 156 (27.46%) Finance
2 59 (10.39%) Front Office
3 55 (9.68%) Marketing
4 43 (7.57%) Retail
5 31 (5.46%) Manufacturing
6 25 (4.40%) Automotive
7 23 (4.05%) Public Sector
8 20 (3.52%) Telecoms
9 17 (2.99%) Banking
9 17 (2.99%) Electronics
10 15 (2.64%) Legal
11 10 (1.76%) Advertising
11 10 (1.76%) Law
12 5 (0.88%) Games
13 3 (0.53%) Music Industry
13 3 (0.53%) Publishing
14 1 (0.18%) Financial Institution
Job Titles
1 140 (24.65%) Data Engineer
1 140 (24.65%) Developer
2 132 (23.24%) Architect
3 109 (19.19%) Data Architect
4 60 (10.56%) AWS Developer
5 58 (10.21%) AWS Engineer
6 53 (9.33%) Python Developer
7 51 (8.98%) Senior Developer
8 49 (8.63%) Software Engineer
9 47 (8.27%) Python Engineer
10 39 (6.87%) Analyst
11 37 (6.51%) Senior Python Developer
12 36 (6.34%) Senior Software Engineer
13 35 (6.16%) Python Software Engineer
14 34 (5.99%) AWS Software Engineer
14 34 (5.99%) Developer/Software Engineer
14 34 (5.99%) Java Developer
14 34 (5.99%) Senior Software Developer
15 32 (5.63%) Cloud Architect
16 30 (5.28%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 103 (18.13%) Web Services
2 91 (16.02%) Kafka
3 35 (6.16%) Pandas
4 28 (4.93%) J2EE
5 27 (4.75%) scikit-learn
6 22 (3.87%) J2SE
7 21 (3.70%) Node.js
8 20 (3.52%) Spark Streaming
9 18 (3.17%) Lambda Expressions
10 17 (2.99%) REST
11 14 (2.46%) Apache Beam
11 14 (2.46%) React
12 13 (2.29%) AngularJS
13 12 (2.11%) TensorFlow
14 10 (1.76%) .NET
14 10 (1.76%) GraphQL
15 9 (1.58%) NumPy
15 9 (1.58%) RabbitMQ
16 8 (1.41%) Celery
16 8 (1.41%) Flask
Miscellaneous
1 94 (16.55%) Analytical Skills
2 63 (11.09%) Greenfield Project
3 57 (10.04%) Fixed Income
4 43 (7.57%) Algorithms
5 33 (5.81%) Data Structures
6 27 (4.75%) Public Cloud
7 18 (3.17%) Cloud Native
8 16 (2.82%) Blog
9 14 (2.46%) User Experience
10 12 (2.11%) Acoustics
11 10 (1.76%) Virtual Team
12 9 (1.58%) Clustering
13 8 (1.41%) Management Information System
14 5 (0.88%) Hybrid Cloud
14 5 (0.88%) Smart Home
15 4 (0.70%) Replication
15 4 (0.70%) Social Media
16 3 (0.53%) Self-Motivation
17 2 (0.35%) Data Centre
17 2 (0.35%) Mobile App
Operating Systems
1 47 (8.27%) Linux
2 38 (6.69%) Unix
3 11 (1.94%) Windows
4 4 (0.70%) Windows Server
5 1 (0.18%) Android
5 1 (0.18%) Apple iOS
Processes & Methodologies
1 251 (44.19%) Analytics
2 245 (43.13%) ETL
3 225 (39.61%) Agile Software Development
4 188 (33.10%) Business Intelligence
5 167 (29.40%) Software Engineering
6 161 (28.35%) Data Science
7 138 (24.30%) DevOps
8 137 (24.12%) Data Modelling
9 117 (20.60%) Machine Learning
10 114 (20.07%) Data Engineering
11 90 (15.85%) Visualisation
12 88 (15.49%) Data Analytics
13 72 (12.68%) Decision-Making
14 71 (12.50%) Data Integration
15 63 (11.09%) Asset Management
16 57 (10.04%) Continuous Integration
17 55 (9.68%) Problem-Solving
18 54 (9.51%) Microservices
18 54 (9.51%) Scrum
19 51 (8.98%) Data Architecture
Programming Languages
1 328 (57.75%) Python
2 286 (50.35%) SQL
3 188 (33.10%) Java
4 83 (14.61%) R
5 71 (12.50%) Scala
6 42 (7.39%) Go
7 41 (7.22%) JavaScript
8 29 (5.11%) Bash Shell
9 28 (4.93%) PL/SQL
10 19 (3.35%) T-SQL
11 16 (2.82%) C#
12 9 (1.58%) C
13 8 (1.41%) Clojure
13 8 (1.41%) TypeScript
14 7 (1.23%) Ruby
15 5 (0.88%) Data Analysis Expressions (DAX)
16 4 (0.70%) C++
16 4 (0.70%) Kotlin
16 4 (0.70%) ML
17 3 (0.53%) VBA
Qualifications
1 37 (6.51%) Degree
2 8 (1.41%) Computer Science Degree
3 6 (1.06%) Master's Degree
4 5 (0.88%) ISTQB
4 5 (0.88%) PhD
5 3 (0.53%) AWS Certification
5 3 (0.53%) SC Cleared
5 3 (0.53%) Security Cleared
6 1 (0.18%) MBA
6 1 (0.18%) MCP
6 1 (0.18%) MCSE
6 1 (0.18%) Microsoft Certification
Quality Assurance & Compliance
1 26 (4.58%) Data Quality
2 16 (2.82%) GDPR
3 11 (1.94%) QA
4 8 (1.41%) ISO/IEC 27001
5 3 (0.53%) CDISC
5 3 (0.53%) HL7
System Software
1 125 (22.01%) Docker
2 20 (3.52%) HDFS
3 18 (3.17%) VirtualBox
4 5 (0.88%) Apache Flume
5 2 (0.35%) Active Directory
5 2 (0.35%) Apache ZooKeeper
5 2 (0.35%) Varnish
Systems Management
1 132 (23.24%) Terraform
2 129 (22.71%) Kubernetes
3 58 (10.21%) Ansible
4 20 (3.52%) Hadoop YARN
5 19 (3.35%) Docker Swarm
6 15 (2.64%) Oozie
7 7 (1.23%) Prometheus
8 6 (1.06%) Grafana
9 4 (0.70%) StatsD
10 2 (0.35%) Mesos
10 2 (0.35%) Opscode Chef
11 1 (0.18%) Kibana
11 1 (0.18%) Puppet
11 1 (0.18%) Salt
Vendors
1 156 (27.46%) Google
2 97 (17.08%) Tableau
3 75 (13.20%) Oracle
4 65 (11.44%) Talend
5 61 (10.74%) Microsoft
6 60 (10.56%) Cloudera
7 45 (7.92%) Informatica
8 43 (7.57%) Teradata
9 28 (4.93%) Hortonworks
10 26 (4.58%) Databricks
11 23 (4.05%) IBM
12 19 (3.35%) SAP
13 14 (2.46%) MuleSoft
14 11 (1.94%) MicroStrategy
14 11 (1.94%) Snowplow
15 10 (1.76%) Splunk
16 7 (1.23%) Adobe
16 7 (1.23%) Salesforce.com
17 6 (1.06%) Netezza
17 6 (1.06%) Vertica