Period
to 7 April 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 7 April 2020 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 502 548 751
Rank change year-on-year +46 +203 +112
Permanent jobs citing Amazon Redshift 571 733 496
As % of all permanent jobs advertised in the UK 0.50% 0.49% 0.28%
As % of the Database & Business Intelligence category 1.86% 1.74% 0.91%
Number of salaries quoted 491 658 419
Median annual salary £75,000 £75,000 £60,000
Median salary % change year-on-year - +25.00% -4.00%
10th Percentile £50,000 £45,000 £32,500
90th Percentile £115,000 £110,000 £87,750
UK excluding London median annual salary £67,500 £63,125 £50,000
% change year-on-year +6.93% +26.25% -6.98%

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 30,758 42,221 54,679
As % of all permanent IT jobs advertised in the UK 26.67% 28.30% 30.66%
Number of salaries quoted 25,139 34,625 45,618
Median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £87,500 £85,000 £80,000
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 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 7 April 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 7 April 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 +35 560 £75,000 -1.64% 75
London +30 424 £80,000 -5.88% 43
UK excluding London +67 140 £67,500 +6.93% 34
South East +89 36 £75,000 - 7
South West +55 32 £67,500 +3.05% 2
North of England +5 26 £55,000 -15.38% 6
East of England +75 25 £70,000 +9.80% 13
North West 0 21 £58,750 -9.62% 6
Midlands +5 16 £70,000 +40.00% 4
West Midlands +15 14 £70,000 +33.33% 3
Work from Home -46 12 £72,750 -9.06% 6
Yorkshire +42 4 £51,250 +2.50%
Scotland +27 3 £95,000 +58.33% 1
East Midlands +23 2 £52,500 +10.53% 1
Wales -9 2 £47,500 +115.91% 1
North East -2 1 £42,000 -23.64%

For the 6 months to 7 April 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.

1 499 (87.39%) AWS
2 381 (66.73%) Python
3 331 (57.97%) SQL
4 259 (45.36%) ETL
5 249 (43.61%) Analytics
6 239 (41.86%) Java
7 227 (39.75%) Agile Software Development
8 226 (39.58%) Data Warehouse
9 216 (37.83%) GCP
10 206 (36.08%) Azure
11 203 (35.55%) Big Data
12 195 (34.15%) Business Intelligence
13 187 (32.75%) Apache Spark
14 182 (31.87%) Data Science
15 172 (30.12%) Hadoop
16 165 (28.90%) Finance
17 159 (27.85%) Docker
18 153 (26.80%) Data Modelling
19 145 (25.39%) Kubernetes
20 141 (24.69%) Amazon S3
20 141 (24.69%) NoSQL
21 140 (24.52%) Snowflake Schema
22 139 (24.34%) Terraform
23 136 (23.82%) PostgreSQL
24 134 (23.47%) Software Engineering
25 132 (23.12%) Google
26 131 (22.94%) Kafka
27 130 (22.77%) Scala
28 127 (22.24%) Machine Learning
29 126 (22.07%) 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
1 187 (32.75%) Apache Spark
2 66 (11.56%) Apache Airflow
3 51 (8.93%) Apache
4 32 (5.60%) Luigi
5 23 (4.03%) Elasticsearch
6 19 (3.33%) Confluence
6 19 (3.33%) SAS
7 6 (1.05%) Oracle Coherence
8 4 (0.70%) Jupyter
8 4 (0.70%) Oracle Workflow
8 4 (0.70%) SharePoint
9 2 (0.35%) IIS
9 2 (0.35%) nginx
9 2 (0.35%) Tomcat
10 1 (0.18%) ArcGIS
10 1 (0.18%) Oracle SOA Suite
10 1 (0.18%) SharePoint Server
Applications
1 17 (2.98%) Microsoft Excel
2 4 (0.70%) Microsoft Office
3 1 (0.18%) GNU Octave
3 1 (0.18%) Microsoft PowerPoint
3 1 (0.18%) SPSS
Business Applications
1 4 (0.70%) Adobe Campaign
2 3 (0.53%) SAP BPC
3 2 (0.35%) Eikon
3 2 (0.35%) SAP S/4HANA
4 1 (0.18%) Cognos TM1
4 1 (0.18%) HFM
4 1 (0.18%) PolarLake
4 1 (0.18%) SAP CO
4 1 (0.18%) SAP FI
4 1 (0.18%) SAP FI/CO
Cloud Services
1 499 (87.39%) AWS
2 216 (37.83%) GCP
3 206 (36.08%) Azure
4 141 (24.69%) Amazon S3
5 114 (19.96%) Amazon EMR
6 97 (16.99%) Serverless
7 94 (16.46%) AWS Lambda
8 84 (14.71%) Power Platform
9 80 (14.01%) Amazon SQS
10 76 (13.31%) Amazon EC2
11 73 (12.78%) Amazon Kinesis
12 71 (12.43%) Amazon ECS
13 37 (6.48%) SaaS
14 33 (5.78%) AWS CloudFormation
15 28 (4.90%) IBM Cloud
16 21 (3.68%) OpenShift
17 17 (2.98%) GitHub
18 15 (2.63%) Azure Data Factory
18 15 (2.63%) Google Analytics
19 14 (2.45%) PaaS
Communications & Networking
1 3 (0.53%) HTTP
1 3 (0.53%) Internet
2 2 (0.35%) FTP
3 1 (0.18%) DMZ
3 1 (0.18%) Firewall
3 1 (0.18%) Unified Communications
3 1 (0.18%) VPN
Database & Business Intelligence
1 226 (39.58%) Data Warehouse
2 203 (35.55%) Big Data
3 172 (30.12%) Hadoop
4 141 (24.69%) NoSQL
5 140 (24.52%) Snowflake Schema
6 136 (23.82%) PostgreSQL
7 122 (21.37%) SQL Server
8 114 (19.96%) BigQuery
9 92 (16.11%) Amazon Athena
10 90 (15.76%) Amazon RDS
11 84 (14.71%) Amazon DynamoDB
11 84 (14.71%) Power BI
12 79 (13.84%) Relational Database
13 76 (13.31%) MySQL
14 74 (12.96%) Data Lake
14 74 (12.96%) Looker
15 59 (10.33%) Apache Hive
16 47 (8.23%) SQL Server Integration Services
17 41 (7.18%) Pentaho
18 34 (5.95%) HBase
Development Applications
1 80 (14.01%) Jenkins
2 67 (11.73%) Git (software)
3 51 (8.93%) Artifactory
4 33 (5.78%) JIRA
5 28 (4.90%) Atlassian Bamboo
5 28 (4.90%) Maven
5 28 (4.90%) Vagrant
6 23 (4.03%) Bitbucket
7 11 (1.93%) TeamCity
8 8 (1.40%) GitLab
9 6 (1.05%) Sonatype Nexus
10 5 (0.88%) IntelliJ
10 5 (0.88%) Travis CI
11 4 (0.70%) CircleCI
11 4 (0.70%) ERwin
11 4 (0.70%) GoCD
12 3 (0.53%) Subversion
13 2 (0.35%) Gradle
13 2 (0.35%) Octopus Deploy
14 1 (0.18%) Liquibase
General
1 165 (28.90%) Finance
2 77 (13.49%) Banking
3 54 (9.46%) Retail
4 52 (9.11%) Front Office
5 40 (7.01%) Marketing
6 32 (5.60%) Manufacturing
7 30 (5.25%) Investment Banking
8 27 (4.73%) Automotive
9 17 (2.98%) Advertising
10 15 (2.63%) Legal
11 14 (2.45%) Public Sector
12 6 (1.05%) Games
13 5 (0.88%) Financial Institution
13 5 (0.88%) Telecoms
14 3 (0.53%) Publishing
15 2 (0.35%) Electronics
15 2 (0.35%) Law
16 1 (0.18%) Back Office
Job Titles
1 200 (35.03%) Data Engineer
2 133 (23.29%) Architect
3 116 (20.32%) Developer
4 113 (19.79%) Data Architect
5 57 (9.98%) AWS Engineer
6 47 (8.23%) Python Engineer
7 39 (6.83%) Senior Developer
8 38 (6.65%) AWS Developer
9 34 (5.95%) Senior Data Engineer
10 33 (5.78%) Java Developer
11 31 (5.43%) Python Developer
12 30 (5.25%) Data Warehouse Architect
12 30 (5.25%) Front Office Developer
12 30 (5.25%) Software Engineer
13 28 (4.90%) Cloud Architect
14 27 (4.73%) Solutions Architect
15 26 (4.55%) Analyst
15 26 (4.55%) Senior Python Developer
16 25 (4.38%) Developer/Software Engineer
16 25 (4.38%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 131 (22.94%) Kafka
2 93 (16.29%) Web Services
3 53 (9.28%) Spark Streaming
4 49 (8.58%) React
5 43 (7.53%) Node.js
6 31 (5.43%) AngularJS
7 30 (5.25%) Redux
7 30 (5.25%) TensorFlow
8 22 (3.85%) Pandas
9 21 (3.68%) PySpark
10 20 (3.50%) scikit-learn
11 14 (2.45%) J2EE
11 14 (2.45%) NumPy
12 13 (2.28%) gRPC
13 12 (2.10%) RabbitMQ
14 10 (1.75%) Lambda Expressions
15 9 (1.58%) .NET
15 9 (1.58%) JSON
15 9 (1.58%) SciPy
15 9 (1.58%) Swagger
Miscellaneous
1 107 (18.74%) Analytical Skills
2 60 (10.51%) Blog
3 54 (9.46%) Data Structures
4 52 (9.11%) Fixed Income
5 48 (8.41%) Hedge funds
6 42 (7.36%) Greenfield Project
7 34 (5.95%) Equities
8 32 (5.60%) Foreign Exchange (FX)
9 31 (5.43%) Algorithms
10 30 (5.25%) Acoustics
10 30 (5.25%) Derivative
11 22 (3.85%) Public Cloud
12 21 (3.68%) Cloud Native
13 19 (3.33%) Management Information System
14 12 (2.10%) User Experience
15 8 (1.40%) Hybrid Cloud
16 7 (1.23%) Clustering
17 6 (1.05%) Reinsurance
17 6 (1.05%) Self-Motivation
18 2 (0.35%) Analytical Mindset
Operating Systems
1 45 (7.88%) Unix
2 28 (4.90%) Linux
3 7 (1.23%) Windows
4 2 (0.35%) Windows Server
4 2 (0.35%) Windows Server 2012
4 2 (0.35%) Windows Server 2016
5 1 (0.18%) CentOS
5 1 (0.18%) Debian
5 1 (0.18%) Ubuntu
Processes & Methodologies
1 259 (45.36%) ETL
2 249 (43.61%) Analytics
3 227 (39.75%) Agile Software Development
4 195 (34.15%) Business Intelligence
5 182 (31.87%) Data Science
6 153 (26.80%) Data Modelling
7 134 (23.47%) Software Engineering
8 127 (22.24%) Machine Learning
9 126 (22.07%) Data Engineering
10 109 (19.09%) DevOps
11 93 (16.29%) Visualisation
12 86 (15.06%) Artificial Intelligence
13 78 (13.66%) Continuous Integration
14 73 (12.78%) Data Architecture
15 69 (12.08%) Asset Management
15 69 (12.08%) Microservices
16 59 (10.33%) Data Analytics
17 55 (9.63%) Data Transformation
18 54 (9.46%) Data Munging
18 54 (9.46%) Data Visualisation
Programming Languages
1 381 (66.73%) Python
2 331 (57.97%) SQL
3 239 (41.86%) Java
4 130 (22.77%) Scala
5 77 (13.49%) JavaScript
6 57 (9.98%) R
7 34 (5.95%) PL/SQL
8 30 (5.25%) Kotlin
9 27 (4.73%) C++
10 26 (4.55%) Go
11 24 (4.20%) Bash Shell
11 24 (4.20%) C#
12 13 (2.28%) T-SQL
13 8 (1.40%) PHP
13 8 (1.40%) PowerShell
14 7 (1.23%) Ruby
15 6 (1.05%) Korn
16 3 (0.53%) C
16 3 (0.53%) MATLAB
16 3 (0.53%) VBA
Qualifications
1 65 (11.38%) Degree
2 31 (5.43%) Computer Science Degree
3 8 (1.40%) PhD
4 6 (1.05%) MBA
4 6 (1.05%) TOGAF Certification
5 4 (0.70%) ISTQB
5 4 (0.70%) Master's Degree
5 4 (0.70%) Numerate Degree
5 4 (0.70%) SC Cleared
5 4 (0.70%) Security Cleared
6 2 (0.35%) ACCA
6 2 (0.35%) AWS Certification
6 2 (0.35%) CIMA
7 1 (0.18%) A+ Certification
7 1 (0.18%) RHCE
Quality Assurance & Compliance
1 24 (4.20%) Data Quality
2 13 (2.28%) GDPR
3 12 (2.10%) QA
4 4 (0.70%) ISO/IEC 27001
5 3 (0.53%) CDISC
5 3 (0.53%) HL7
6 2 (0.35%) Actionable Recommendations
System Software
1 159 (27.85%) Docker
2 28 (4.90%) VirtualBox
3 14 (2.45%) HDFS
4 6 (1.05%) Apache Flume
5 5 (0.88%) Apache ZooKeeper
6 3 (0.53%) VMware Infrastructure
7 2 (0.35%) Varnish
7 2 (0.35%) Virtual Servers
Systems Management
1 145 (25.39%) Kubernetes
2 139 (24.34%) Terraform
3 53 (9.28%) Ansible
4 36 (6.30%) Docker Swarm
5 14 (2.45%) Hadoop YARN
6 9 (1.58%) Oozie
7 5 (0.88%) Grafana
7 5 (0.88%) Mesos
8 3 (0.53%) Opscode Chef
8 3 (0.53%) Prometheus
8 3 (0.53%) Puppet
8 3 (0.53%) StatsD
9 1 (0.18%) Kibana
9 1 (0.18%) Red Hat Satellite
9 1 (0.18%) Red Hat Spacewalk
9 1 (0.18%) WSUS
9 1 (0.18%) yum
Vendors
1 132 (23.12%) Google
2 97 (16.99%) Tableau
3 93 (16.29%) Oracle
4 81 (14.19%) Talend
5 66 (11.56%) Informatica
6 59 (10.33%) Cloudera
7 34 (5.95%) IBM
8 32 (5.60%) Hortonworks
9 26 (4.55%) Microsoft
10 20 (3.50%) SAP
10 20 (3.50%) Teradata
11 19 (3.33%) Vertica
12 16 (2.80%) Netezza
13 15 (2.63%) Databricks
14 13 (2.28%) Adobe
14 13 (2.28%) MicroStrategy
15 10 (1.75%) Alteryx
16 9 (1.58%) Cognos
16 9 (1.58%) Salesforce.com
16 9 (1.58%) Snowplow