Period
to 21 November 2019

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 21 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 572 641 823
Rank change year-on-year +69 +182 +79
Permanent jobs citing Amazon Redshift 577 618 407
As % of all permanent IT jobs advertised in the UK 0.42% 0.38% 0.22%
As % of the Database & Business Intelligence category 1.58% 1.30% 0.74%
Number of salaries quoted 476 468 322
UK median annual salary £70,000 £70,000 £60,000
Median salary % change year-on-year - +16.67% -
10th Percentile £45,000 £42,500 £35,000
90th Percentile £115,000 £102,500 £97,500
UK excluding London median annual salary £57,500 £58,500 £49,000
% change year-on-year -1.71% +19.39% -6.67%

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 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 36,587 47,426 54,766
As % of all permanent IT jobs advertised in the UK 26.88% 29.08% 30.25%
Number of salaries quoted 30,179 38,999 45,100
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Amazon Redshift
Job Vacancy Trend

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

Job vacancy trend for Amazon Redshift in the UK

Amazon Redshift
Salary Trend

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

Salary trend for Amazon Redshift in the UK

Amazon Redshift
Salary Histogram

The salary distribution of IT jobs citing Amazon Redshift over the 6 months to 21 November 2019.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 14 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 21 November 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
England +62 557 £70,000 - 130
London +91 413 £80,000 - 89
UK excluding London -21 153 £57,500 -1.71% 43
South West +28 54 £52,500 -24.46% 6
North of England +9 49 £60,000 +9.09% 15
North West +15 36 £60,000 -7.69% 14
Midlands +24 23 £55,000 -33.33% 3
West Midlands +3 19 £55,000 -33.33% 3
Yorkshire +2 13 £47,500 +11.76%
East of England +59 10 £80,000 +6.67% 11
South East +7 8 £70,000 -15.15% 6
Scotland +9 7 £42,500 -22.73% 2
East Midlands +21 4 £50,000 +11.11%
Wales -2 2 £41,000 +5.81%

For the 6 months to 21 November 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 with a requirement for Amazon Redshift.

1 501 (86.83%) AWS
2 331 (57.37%) Python
3 287 (49.74%) SQL
4 262 (45.41%) Analytics
5 241 (41.77%) ETL
6 235 (40.73%) Agile Software Development
7 221 (38.30%) Data Warehouse
8 211 (36.57%) GCP
9 194 (33.62%) Business Intelligence
10 189 (32.76%) Java
11 178 (30.85%) Software Engineering
12 174 (30.16%) Hadoop
13 173 (29.98%) Big Data
14 164 (28.42%) BigQuery
15 158 (27.38%) Azure
16 157 (27.21%) Finance
17 156 (27.04%) Amazon S3
17 156 (27.04%) Apache Spark
18 155 (26.86%) Data Science
19 154 (26.69%) Google
20 147 (25.48%) DevOps
21 134 (23.22%) Data Modelling
22 130 (22.53%) Terraform
23 129 (22.36%) Kubernetes
23 129 (22.36%) Docker
24 128 (22.18%) SQL Server
25 123 (21.32%) Snowflake Schema
26 119 (20.62%) PostgreSQL
27 115 (19.93%) Machine Learning
28 113 (19.58%) Data Engineering

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
1 156 (27.04%) Apache Spark
2 44 (7.63%) Apache Airflow
3 41 (7.11%) SAS
4 36 (6.24%) Elasticsearch
5 34 (5.89%) Apache
6 27 (4.68%) Luigi
7 11 (1.91%) Confluence
8 6 (1.04%) Jupyter
9 5 (0.87%) Apache Pig
9 5 (0.87%) nginx
9 5 (0.87%) Tornado
10 3 (0.52%) Tomcat
11 2 (0.35%) Apache Solr
11 2 (0.35%) Cloud Foundry
12 1 (0.17%) ArcGIS
12 1 (0.17%) CMS
12 1 (0.17%) Oracle SOA Suite
Applications
1 14 (2.43%) Microsoft Excel
2 6 (1.04%) SPSS
3 3 (0.52%) Microsoft Office
4 1 (0.17%) GNU Octave
4 1 (0.17%) Microsoft PowerPoint
4 1 (0.17%) SPSS Modeler
Business Applications
1 3 (0.52%) SAP ERP
2 2 (0.35%) Eikon
3 1 (0.17%) Cognos TM1
3 1 (0.17%) HFM
3 1 (0.17%) PolarLake
3 1 (0.17%) SAP BPC
3 1 (0.17%) SAP CO
3 1 (0.17%) SAP FI
3 1 (0.17%) SAP FI/CO
3 1 (0.17%) Siebel CRM
Cloud Services
1 501 (86.83%) AWS
2 211 (36.57%) GCP
3 158 (27.38%) Azure
4 156 (27.04%) Amazon S3
5 107 (18.54%) Serverless
6 106 (18.37%) AWS Lambda
7 93 (16.12%) Amazon SQS
8 85 (14.73%) Amazon EC2
9 76 (13.17%) Amazon EMR
10 70 (12.13%) Amazon ECS
11 65 (11.27%) OpenShift
12 64 (11.09%) Amazon Kinesis
13 60 (10.40%) AWS CloudFormation
14 52 (9.01%) Power Platform
15 32 (5.55%) SaaS
16 25 (4.33%) PaaS
17 24 (4.16%) GitHub
18 22 (3.81%) Cloud Computing
19 21 (3.64%) Azure Data Factory
20 20 (3.47%) IBM Cloud
Communications & Networking
1 21 (3.64%) HTTP
2 12 (2.08%) FTP
3 8 (1.39%) Internet
4 7 (1.21%) MQTT
4 7 (1.21%) SMTP
4 7 (1.21%) SSH
5 3 (0.52%) Reverse Proxy
Database & Business Intelligence
1 221 (38.30%) Data Warehouse
2 174 (30.16%) Hadoop
3 173 (29.98%) Big Data
4 164 (28.42%) BigQuery
5 128 (22.18%) SQL Server
6 123 (21.32%) Snowflake Schema
7 119 (20.62%) PostgreSQL
8 103 (17.85%) Amazon RDS
9 98 (16.98%) Looker
10 90 (15.60%) NoSQL
11 68 (11.79%) Amazon Athena
12 67 (11.61%) MySQL
13 66 (11.44%) Relational Database
14 65 (11.27%) Apache Hive
15 62 (10.75%) Data Lake
16 60 (10.40%) SQL Server Integration Services
17 52 (9.01%) Power BI
18 49 (8.49%) HBase
19 46 (7.97%) Amazon DynamoDB
20 45 (7.80%) Pentaho
Development Applications
1 96 (16.64%) Artifactory
2 78 (13.52%) Git (software)
3 74 (12.82%) Jenkins
4 45 (7.80%) Bitbucket
5 36 (6.24%) Maven
6 35 (6.07%) JIRA
7 22 (3.81%) RStudio
8 17 (2.95%) Atlassian Bamboo
8 17 (2.95%) Vagrant
9 13 (2.25%) GitLab
10 11 (1.91%) Travis CI
11 10 (1.73%) ERwin
12 7 (1.21%) Selenium
12 7 (1.21%) TeamCity
13 6 (1.04%) ER Studio
13 6 (1.04%) PowerDesigner
14 5 (0.87%) Sonatype Nexus
15 3 (0.52%) IntelliJ
15 3 (0.52%) Mocha
15 3 (0.52%) Subversion
General
1 157 (27.21%) Finance
2 58 (10.05%) Front Office
2 58 (10.05%) Marketing
3 44 (7.63%) Retail
4 32 (5.55%) Manufacturing
5 25 (4.33%) Public Sector
6 24 (4.16%) Electronics
7 23 (3.99%) Automotive
8 22 (3.81%) Telecoms
9 12 (2.08%) Legal
10 11 (1.91%) Banking
11 10 (1.73%) Law
12 8 (1.39%) Advertising
13 5 (0.87%) Games
14 4 (0.69%) Publishing
15 3 (0.52%) Financial Institution
15 3 (0.52%) Music Industry
16 1 (0.17%) Multimedia
Job Titles
1 160 (27.73%) Developer
2 134 (23.22%) Data Engineer
3 116 (20.10%) Architect
4 92 (15.94%) Data Architect
5 65 (11.27%) AWS Developer
6 59 (10.23%) AWS Engineer
7 52 (9.01%) Python Developer
7 52 (9.01%) Senior Developer
8 50 (8.67%) Software Engineer
9 46 (7.97%) Analyst
10 44 (7.63%) Python Engineer
11 36 (6.24%) Senior Python Developer
12 34 (5.89%) AWS Software Engineer
12 34 (5.89%) Java Developer
12 34 (5.89%) Senior Software Engineer
13 33 (5.72%) Developer/Software Engineer
13 33 (5.72%) Python Software Engineer
13 33 (5.72%) Senior Software Developer
14 30 (5.20%) Business Intelligence Developer
15 29 (5.03%) Solutions Architect
Libraries, Frameworks & Software Standards
1 108 (18.72%) Web Services
2 85 (14.73%) Kafka
3 35 (6.07%) Pandas
4 32 (5.55%) J2EE
5 28 (4.85%) scikit-learn
6 22 (3.81%) J2SE
7 21 (3.64%) Node.js
7 21 (3.64%) REST
8 19 (3.29%) Spark Streaming
9 17 (2.95%) AngularJS
9 17 (2.95%) React
10 15 (2.60%) Lambda Expressions
11 14 (2.43%) .NET
11 14 (2.43%) Apache Beam
12 13 (2.25%) TensorFlow
13 10 (1.73%) ASP.NET
13 10 (1.73%) XML
14 9 (1.56%) Flask
14 9 (1.56%) GraphQL
14 9 (1.56%) RabbitMQ
Miscellaneous
1 93 (16.12%) Analytical Skills
2 59 (10.23%) Greenfield Project
3 56 (9.71%) Fixed Income
4 42 (7.28%) Algorithms
5 30 (5.20%) Data Structures
6 23 (3.99%) Public Cloud
7 17 (2.95%) Cloud Native
8 15 (2.60%) Blog
9 14 (2.43%) User Experience
10 11 (1.91%) Acoustics
11 10 (1.73%) Virtual Team
12 8 (1.39%) Clustering
12 8 (1.39%) Management Information System
13 7 (1.21%) Hybrid Cloud
13 7 (1.21%) Smart Home
14 5 (0.87%) Social Media
15 4 (0.69%) Replication
16 3 (0.52%) Mobile App
16 3 (0.52%) Self-Motivation
17 2 (0.35%) Data Centre
Operating Systems
1 53 (9.19%) Linux
2 40 (6.93%) Unix
3 11 (1.91%) Windows
4 4 (0.69%) Windows Server
5 2 (0.35%) Android
5 2 (0.35%) Apple iOS
Processes & Methodologies
1 262 (45.41%) Analytics
2 241 (41.77%) ETL
3 235 (40.73%) Agile Software Development
4 194 (33.62%) Business Intelligence
5 178 (30.85%) Software Engineering
6 155 (26.86%) Data Science
7 147 (25.48%) DevOps
8 134 (23.22%) Data Modelling
9 115 (19.93%) Machine Learning
10 113 (19.58%) Data Engineering
11 93 (16.12%) Data Analytics
12 86 (14.90%) Visualisation
13 84 (14.56%) Decision-Making
14 71 (12.31%) Data Integration
15 67 (11.61%) Asset Management
16 65 (11.27%) Continuous Integration
17 58 (10.05%) Problem-Solving
18 57 (9.88%) Scrum
19 54 (9.36%) Microservices
20 48 (8.32%) Data Architecture
Programming Languages
1 331 (57.37%) Python
2 287 (49.74%) SQL
3 189 (32.76%) Java
4 83 (14.38%) R
5 69 (11.96%) Scala
6 46 (7.97%) JavaScript
7 40 (6.93%) Go
8 30 (5.20%) Bash Shell
9 27 (4.68%) PL/SQL
10 22 (3.81%) T-SQL
11 18 (3.12%) C#
12 10 (1.73%) C
13 9 (1.56%) TypeScript
14 8 (1.39%) Clojure
15 7 (1.21%) Ruby
16 5 (0.87%) Data Analysis Expressions (DAX)
17 4 (0.69%) C++
17 4 (0.69%) Kotlin
17 4 (0.69%) ML
18 3 (0.52%) PHP
Qualifications
1 38 (6.59%) Degree
2 10 (1.73%) Computer Science Degree
3 6 (1.04%) Master's Degree
4 5 (0.87%) ISTQB
4 5 (0.87%) PhD
5 4 (0.69%) SC Cleared
5 4 (0.69%) Security Cleared
6 3 (0.52%) AWS Certification
7 2 (0.35%) ITIL Foundation Certificate
8 1 (0.17%) ISEB
8 1 (0.17%) ISTQB Foundation Certification
8 1 (0.17%) MBA
8 1 (0.17%) MCP
8 1 (0.17%) MCSE
8 1 (0.17%) Microsoft Certification
Quality Assurance & Compliance
1 20 (3.47%) Data Quality
2 15 (2.60%) GDPR
3 10 (1.73%) QA
4 8 (1.39%) ISO/IEC 27001
5 2 (0.35%) PMO
6 1 (0.17%) CDISC
6 1 (0.17%) HL7
System Software
1 129 (22.36%) Docker
2 19 (3.29%) HDFS
3 17 (2.95%) VirtualBox
4 5 (0.87%) Apache Flume
5 2 (0.35%) Active Directory
5 2 (0.35%) Apache ZooKeeper
5 2 (0.35%) Varnish
Systems Management
1 130 (22.53%) Terraform
2 129 (22.36%) Kubernetes
3 63 (10.92%) Ansible
4 19 (3.29%) Hadoop YARN
5 18 (3.12%) Docker Swarm
6 15 (2.60%) Oozie
7 6 (1.04%) Grafana
7 6 (1.04%) Prometheus
8 4 (0.69%) Mesos
9 3 (0.52%) Opscode Chef
9 3 (0.52%) StatsD
10 2 (0.35%) Kibana
10 2 (0.35%) Puppet
11 1 (0.17%) Control-M
11 1 (0.17%) Salt
Vendors
1 154 (26.69%) Google
2 101 (17.50%) Tableau
3 75 (13.00%) Oracle
4 62 (10.75%) Microsoft
4 62 (10.75%) Talend
5 60 (10.40%) Cloudera
6 44 (7.63%) Informatica
6 44 (7.63%) Teradata
7 27 (4.68%) Hortonworks
7 27 (4.68%) SAP
8 25 (4.33%) Databricks
9 22 (3.81%) IBM
10 13 (2.25%) MuleSoft
11 11 (1.91%) Snowplow
12 10 (1.73%) Splunk
13 9 (1.56%) Salesforce.com
14 8 (1.39%) Birst
14 8 (1.39%) MicroStrategy
15 7 (1.21%) Netezza
16 5 (0.87%) Cognos