Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 460 425 454
Rank change year-on-year -35 +29 +80
Permanent jobs citing Amazon Redshift 1,003 547 507
As % of all permanent jobs advertised in England 0.73% 0.67% 0.59%
As % of the Database & Business Intelligence category 2.65% 2.52% 2.20%
Number of salaries quoted 329 453 429
10th Percentile £47,500 £46,250 £52,500
25th Percentile £57,500 £53,750 £61,250
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% +3.45%
75th Percentile £95,000 £85,000 £112,500
90th Percentile £107,500 £92,500 £125,500
UK median annual salary £72,500 £70,000 £75,000
% change year-on-year +3.57% -6.67% +4.17%

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 37,842 21,737 23,041
As % of all permanent IT jobs advertised in England 27.64% 26.66% 26.92%
Number of salaries quoted 18,594 16,800 19,064
10th Percentile £36,250 £33,750 £32,500
25th Percentile £45,000 £42,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £96,250 £90,000 £90,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Salary Trend in England

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

Salary trend for Amazon Redshift in England

Amazon Redshift
Salary Histogram in England

Salary distribution for jobs citing Amazon Redshift in England over the 6 months to 23 May 2022.

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 23 May 2022. 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
Jobs
London -51 820 £80,000 +10.34% 30
South East -71 43 £61,250 +2.08% 3
East of England -68 37 £62,500 -13.79% 3
North of England -112 34 £62,500 -3.85% 6
South West -13 30 £42,500 -29.17% 4
North West -102 24 £65,000 -7.14% 4
West Midlands -38 19 £57,500 -4.17%
Midlands -62 19 £57,500 -4.17% 1
Yorkshire -48 10 £45,000 -14.29% 2
Amazon Redshift
UK

For the 6 months to 23 May 2022, 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.

1 891 (88.83%) AWS
2 720 (71.78%) Python
3 650 (64.81%) SQL
4 465 (46.36%) Analytics
5 416 (41.48%) Data Warehouse
6 399 (39.78%) Data Science
7 378 (37.69%) ETL
8 344 (34.30%) Finance
9 338 (33.70%) Amazon S3
9 338 (33.70%) Data Pipeline
10 335 (33.40%) GCP
11 332 (33.10%) Agile
12 329 (32.80%) Data Engineering
13 303 (30.21%) Business Intelligence
14 296 (29.51%) CI/CD
15 282 (28.12%) DevOps
16 281 (28.02%) Azure
16 281 (28.02%) Java
17 259 (25.82%) Terraform
18 257 (25.62%) BigQuery
19 256 (25.52%) Data Modelling
20 249 (24.83%) Snowflake
21 245 (24.43%) Big Data
22 240 (23.93%) Software Engineering
23 231 (23.03%) Kafka
24 229 (22.83%) AWS Lambda
24 229 (22.83%) Serverless
25 228 (22.73%) Hadoop
26 226 (22.53%) Apache Spark
27 218 (21.73%) NoSQL

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
1 226 (22.53%) Apache Spark
2 165 (16.45%) Apache Airflow
3 65 (6.48%) Elasticsearch
4 35 (3.49%) Apache
5 33 (3.29%) SAS
6 21 (2.09%) Apache Pulsar
7 19 (1.89%) Oracle Workflow
8 14 (1.40%) Confluence
9 7 (0.70%) Jupyter
10 6 (0.60%) CMS
11 5 (0.50%) Apache Pig
12 4 (0.40%) Luigi
12 4 (0.40%) Tomcat
12 4 (0.40%) WordPress
Applications
1 6 (0.60%) Microsoft Excel
1 6 (0.60%) Pipeline Pilot
2 2 (0.20%) MS Visio
Business Applications
1 17 (1.69%) Oracle Payables
2 6 (0.60%) FastStats
3 2 (0.20%) Oracle EBS
3 2 (0.20%) Oracle EBS R12
3 2 (0.20%) SimCorp Dimension
4 1 (0.100%) Eagle PACE
4 1 (0.100%) Markit EDM
4 1 (0.100%) SAP S/4HANA
4 1 (0.100%) Sentinel
Cloud Services
1 891 (88.83%) AWS
2 338 (33.70%) Amazon S3
3 335 (33.40%) GCP
4 281 (28.02%) Azure
5 249 (24.83%) Snowflake
6 229 (22.83%) AWS Lambda
6 229 (22.83%) Serverless
7 167 (16.65%) Amazon Kinesis
8 123 (12.26%) Power Platform
9 117 (11.67%) Amazon EC2
10 109 (10.87%) Amazon EMR
11 93 (9.27%) AWS CloudFormation
12 91 (9.07%) Amazon ECS
13 87 (8.67%) Amazon SQS
14 85 (8.47%) dbt
15 67 (6.68%) SaaS
16 53 (5.28%) Amazon CloudWatch
16 53 (5.28%) AWS Step Functions
16 53 (5.28%) Virtual Private Cloud
17 47 (4.69%) Amazon SageMaker
Communications & Networking
1 36 (3.59%) Firewall
1 36 (3.59%) Network Security
2 9 (0.90%) SD-WAN
2 9 (0.90%) Skype
2 9 (0.90%) WAN
3 7 (0.70%) DNS
3 7 (0.70%) TCP/IP
4 5 (0.50%) VPN
5 3 (0.30%) Cisco IPT
6 2 (0.20%) Kerberos
7 1 (0.100%) HTTP
7 1 (0.100%) Internet
7 1 (0.100%) Junos
Database & Business Intelligence
1 416 (41.48%) Data Warehouse
2 257 (25.62%) BigQuery
3 245 (24.43%) Big Data
4 228 (22.73%) Hadoop
5 218 (21.73%) NoSQL
6 209 (20.84%) Tableau
7 194 (19.34%) Data Lake
8 186 (18.54%) PostgreSQL
9 164 (16.35%) Amazon Athena
10 157 (15.65%) Amazon RDS
11 156 (15.55%) Looker
12 155 (15.45%) MySQL
13 135 (13.46%) SQL Server
14 127 (12.66%) Relational Database
15 123 (12.26%) Power BI
16 108 (10.77%) MongoDB
17 79 (7.88%) Amazon Aurora
18 76 (7.58%) Apache Hive
19 71 (7.08%) Amazon DynamoDB
20 68 (6.78%) Flink
Development Applications
1 188 (18.74%) Git (software)
2 170 (16.95%) Jenkins
3 50 (4.99%) Maven
4 47 (4.69%) GitLab
5 43 (4.29%) CircleCI
6 41 (4.09%) JIRA
7 28 (2.79%) Artifactory
8 26 (2.59%) Atlassian Bamboo
9 20 (1.99%) Bitbucket
10 19 (1.89%) JUnit
11 18 (1.79%) ERwin
12 15 (1.50%) SonarQube
13 14 (1.40%) ER Studio
13 14 (1.40%) PowerDesigner
14 11 (1.10%) SQL Server Management Studio (SSMS)
15 9 (0.90%) git-flow
16 6 (0.60%) PyCharm
16 6 (0.60%) RStudio
17 5 (0.50%) TeamCity
17 5 (0.50%) webpack
General
1 344 (34.30%) Finance
2 214 (21.34%) Social Skills
3 198 (19.74%) Analytical Skills
4 137 (13.66%) Retail
5 92 (9.17%) Marketing
6 85 (8.47%) Games
6 85 (8.47%) Inclusion and Diversity
7 73 (7.28%) Banking
8 37 (3.69%) Telecoms
9 31 (3.09%) Presentation Skills
10 25 (2.49%) Front Office
11 23 (2.29%) Influencing Skills
12 22 (2.19%) Advertising
13 19 (1.89%) Law
14 18 (1.79%) Public Sector
15 16 (1.60%) Automotive
16 15 (1.50%) Manufacturing
17 12 (1.20%) Pharmaceutical
18 7 (0.70%) Electronics
19 5 (0.50%) Organisational Skills
Job Titles
1 419 (41.77%) Data Engineer
2 169 (16.85%) Senior Data Engineer
3 96 (9.57%) Developer
4 81 (8.08%) Architect
5 72 (7.18%) AWS Engineer
6 60 (5.98%) Analyst
7 56 (5.58%) DevOps Engineer
8 50 (4.99%) Data Architect
9 43 (4.29%) Software Engineer
10 39 (3.89%) AWS DevOps
11 38 (3.79%) Cloud Engineer
12 35 (3.49%) Engineering Manager
13 34 (3.39%) Data Analyst
14 33 (3.29%) Senior Manager
15 30 (2.99%) Data Scientist
15 30 (2.99%) Python Engineer
16 27 (2.69%) Senior DevOps
17 26 (2.59%) Java Developer
18 25 (2.49%) AWS DevOps Engineer
19 24 (2.39%) Consultant
Libraries, Frameworks & Software Standards
1 231 (23.03%) Kafka
2 94 (9.37%) PySpark
3 62 (6.18%) Node.js
4 50 (4.99%) React
5 48 (4.79%) Spark Streaming
6 45 (4.49%) Web Services
7 42 (4.19%) Apache Beam
8 40 (3.99%) OAuth
9 39 (3.89%) REST
10 28 (2.79%) Django
11 27 (2.69%) Spring
12 26 (2.59%) Spring Boot
13 25 (2.49%) RabbitMQ
13 25 (2.49%) Ruby on Rails
14 24 (2.39%) scikit-learn
15 23 (2.29%) J2EE
16 21 (2.09%) GraphQL
16 21 (2.09%) Pandas
17 20 (1.99%) AngularJS
18 18 (1.79%) Matplotlib
Miscellaneous
1 100 (9.97%) Algorithms
2 90 (8.97%) Data Structures
3 71 (7.08%) Greenfield Project
4 61 (6.08%) Cloud Native
5 60 (5.98%) Blog
6 51 (5.08%) Public Cloud
7 49 (4.89%) Self-Motivation
8 32 (3.19%) User Experience
9 29 (2.89%) NHS
10 26 (2.59%) Management Information System
11 18 (1.79%) Virtual Team
12 16 (1.60%) IoT
13 13 (1.30%) Reference Data
14 12 (1.20%) Credit Risk
14 12 (1.20%) Marketing Technology
14 12 (1.20%) PropTech
14 12 (1.20%) Smartphone
14 12 (1.20%) Taxonomies
15 10 (1.00%) Hybrid Cloud
16 9 (0.90%) Housing Association
Operating Systems
1 123 (12.26%) Linux
2 71 (7.08%) Unix
3 43 (4.29%) Windows
4 13 (1.30%) Windows Server
5 5 (0.50%) Debian
5 5 (0.50%) Ubuntu
6 2 (0.20%) Android
6 2 (0.20%) Apple iOS
6 2 (0.20%) VMS
7 1 (0.100%) Red Hat Enterprise Linux
Processes & Methodologies
1 465 (46.36%) Analytics
2 399 (39.78%) Data Science
3 378 (37.69%) ETL
4 338 (33.70%) Data Pipeline
5 332 (33.10%) Agile
6 329 (32.80%) Data Engineering
7 303 (30.21%) Business Intelligence
8 296 (29.51%) CI/CD
9 282 (28.12%) DevOps
10 256 (25.52%) Data Modelling
11 240 (23.93%) Software Engineering
12 193 (19.24%) Visualisation
13 189 (18.84%) Machine Learning
14 178 (17.75%) Problem-Solving
15 136 (13.56%) Data Architecture
16 133 (13.26%) Open Source
17 132 (13.16%) Data Analytics
18 128 (12.76%) Mentoring
19 126 (12.56%) Infrastructure as Code
20 124 (12.36%) Decision-Making
Programming Languages
1 720 (71.78%) Python
2 650 (64.81%) SQL
3 281 (28.02%) Java
4 147 (14.66%) Scala
5 97 (9.67%) Bash
6 66 (6.58%) Go
7 64 (6.38%) JavaScript
7 64 (6.38%) R
8 50 (4.99%) Ruby
9 34 (3.39%) TypeScript
10 31 (3.09%) PL/SQL
11 30 (2.99%) Groovy
11 30 (2.99%) T-SQL
12 22 (2.19%) PHP
13 20 (1.99%) C#
14 15 (1.50%) HiveQL
15 11 (1.10%) C
15 11 (1.10%) Shell Script
16 9 (0.90%) PowerShell
17 6 (0.60%) Perl
Qualifications
1 121 (12.06%) Degree
2 68 (6.78%) Computer Science Degree
3 61 (6.08%) AWS Certification
4 47 (4.69%) Master's Degree
5 7 (0.70%) DBS Check
6 5 (0.50%) SC Cleared
6 5 (0.50%) Security Cleared
6 5 (0.50%) Sun Certification
7 4 (0.40%) Cisco Certification
7 4 (0.40%) OCPJP
7 4 (0.40%) Oracle Certification
8 3 (0.30%) (ISC)2 CCSP
8 3 (0.30%) CISSP
8 3 (0.30%) Numerate Degree
9 1 (0.100%) CCNA
9 1 (0.100%) DV Cleared
9 1 (0.100%) JNCIA
9 1 (0.100%) Network+ Certification
Quality Assurance & Compliance
1 93 (9.27%) Data Quality
2 26 (2.59%) QA
3 25 (2.49%) GDPR
4 11 (1.10%) ISO/IEC 27001
5 7 (0.70%) SLA
6 1 (0.100%) Accessibility
6 1 (0.100%) Actionable Recommendations
6 1 (0.100%) HIPAA
6 1 (0.100%) PCI DSS
6 1 (0.100%) SOC 2
6 1 (0.100%) WCAG
System Software
1 212 (21.14%) Docker
2 45 (4.49%) Apache Flume
3 31 (3.09%) Virtual Machines
4 20 (1.99%) HDFS
5 10 (1.00%) Active Directory
6 6 (0.60%) zsh
7 4 (0.40%) VirtualBox
8 1 (0.100%) VMware Infrastructure
Systems Management
1 259 (25.82%) Terraform
2 210 (20.94%) Kubernetes
3 75 (7.48%) Ansible
4 44 (4.39%) Oozie
5 40 (3.99%) Opscode Chef
6 39 (3.89%) Puppet
7 11 (1.10%) Prometheus
8 10 (1.00%) Grafana
8 10 (1.00%) Istio
9 4 (0.40%) Docker Swarm
9 4 (0.40%) Kibana
10 3 (0.30%) Nagios
10 3 (0.30%) Rundeck
11 2 (0.20%) Control-M
11 2 (0.20%) Packer
11 2 (0.20%) Rancher
12 1 (0.100%) Argo
12 1 (0.100%) Consul
Vendors
1 162 (16.15%) Google
2 144 (14.36%) Oracle
3 85 (8.47%) Databricks
4 83 (8.28%) Teradata
5 50 (4.99%) Informatica
6 48 (4.79%) Cloudera
7 43 (4.29%) Talend
8 37 (3.69%) Microsoft
9 27 (2.69%) Splunk
10 26 (2.59%) Snapchat
11 25 (2.49%) Salesforce.com
12 21 (2.09%) CA
13 19 (1.89%) Alteryx
14 16 (1.60%) IFS
15 15 (1.50%) Amplitude
15 15 (1.50%) Solace
16 12 (1.20%) SAP
17 11 (1.10%) SendGrid
17 11 (1.10%) Stackify
18 10 (1.00%) VMware