Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 467 452 450
Rank change year-on-year -15 -2 +138
Permanent jobs citing Amazon Redshift 1,306 695 465
As % of all permanent jobs advertised in the UK 0.73% 0.65% 0.59%
As % of the Database & Business Intelligence category 2.62% 2.35% 2.17%
Number of salaries quoted 395 533 374
10th Percentile £48,750 £46,250 £49,125
25th Percentile £57,500 £54,750 £60,000
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% +3.45%
75th Percentile £92,500 £85,000 £112,500
90th Percentile £107,500 £92,500 £133,750
UK excluding London median annual salary £62,500 £65,000 £67,500
% change year-on-year -3.85% -3.70% +22.73%

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 49,874 29,569 21,435
As % of all permanent IT jobs advertised in the UK 27.77% 27.67% 27.16%
Number of salaries quoted 21,275 20,456 17,599
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% - +8.91%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £90,000 £88,750
UK excluding London median annual salary £52,500 £48,000 £47,500
% change year-on-year +9.38% +1.05% +5.56%

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 1 July 2022.

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 1 July 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
England -5 1,151 £70,000 -3.45% 53
London -27 953 £75,000 +1.69% 31
Work from Home -7 682 £75,000 - 22
UK excluding London -109 197 £62,500 -3.85% 25
North of England -108 40 £62,500 +4.17% 14
South East -67 39 £67,500 +1.89% 3
East of England -89 38 £62,500 -21.88% 3
South West -15 36 £42,500 -22.73% 1
North West -90 24 £70,000 +7.69% 6
Midlands -60 21 £70,000 -3.45% 1
West Midlands -57 18 £70,000 -3.45% 1
Yorkshire -59 15 £50,000 -4.76% 7
Scotland -65 13 - - 1
Wales -18 10 £62,500 +38.89% 1
East Midlands -38 3 £70,000 -
North East -19 1 £47,500 -11.63% 1

For the 6 months to 1 July 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 with a requirement for Amazon Redshift.

1 1,157 (88.59%) AWS
2 957 (73.28%) Python
3 857 (65.62%) SQL
4 595 (45.56%) Analytics
5 594 (45.48%) Data Warehouse
6 527 (40.35%) Data Science
7 476 (36.45%) ETL
8 463 (35.45%) GCP
9 444 (34.00%) Data Pipeline
10 436 (33.38%) Data Engineering
11 429 (32.85%) Finance
11 429 (32.85%) Amazon S3
12 417 (31.93%) Business Intelligence
13 404 (30.93%) CI/CD
14 388 (29.71%) Agile
15 375 (28.71%) Azure
16 366 (28.02%) Java
17 342 (26.19%) BigQuery
18 337 (25.80%) DevOps
19 332 (25.42%) Big Data
20 331 (25.34%) Data Modelling
21 328 (25.11%) Snowflake
22 324 (24.81%) Terraform
23 320 (24.50%) Apache Spark
24 315 (24.12%) Kafka
25 308 (23.58%) Software Engineering
26 300 (22.97%) Serverless
27 298 (22.82%) AWS Lambda
28 281 (21.52%) Hadoop
29 279 (21.36%) Docker

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
1 320 (24.50%) Apache Spark
2 232 (17.76%) Apache Airflow
3 62 (4.75%) Apache
4 30 (2.30%) Luigi
5 27 (2.07%) Apache Pulsar
6 24 (1.84%) Oracle Workflow
7 22 (1.68%) Jupyter
8 21 (1.61%) SAS
9 14 (1.07%) Confluence
10 9 (0.69%) Apache Pig
11 6 (0.46%) IPython
12 2 (0.15%) CMS
13 1 (0.077%) JBoss
13 1 (0.077%) nginx
13 1 (0.077%) Tomcat
13 1 (0.077%) WebLogic
13 1 (0.077%) WebSphere
Applications
1 23 (1.76%) Microsoft Excel
2 7 (0.54%) Microsoft Office
2 7 (0.54%) MS Visio
3 6 (0.46%) Pipeline Pilot
4 5 (0.38%) Microsoft PowerPoint
5 1 (0.077%) Adobe After Effects
5 1 (0.077%) Adobe Creative Suite
5 1 (0.077%) Adobe Illustrator
5 1 (0.077%) CINEMA 4D
5 1 (0.077%) Houdini
5 1 (0.077%) Photoshop
Business Applications
1 19 (1.45%) Oracle Payables
2 5 (0.38%) FastStats
3 4 (0.31%) Acoustic Campaign
3 4 (0.31%) Adobe Campaign
4 2 (0.15%) Oracle EBS
4 2 (0.15%) Oracle EBS R12
4 2 (0.15%) SAP S/4HANA
4 2 (0.15%) Shopify
4 2 (0.15%) SimCorp Dimension
5 1 (0.077%) Eagle PACE
5 1 (0.077%) Markit EDM
Cloud Services
1 1,157 (88.59%) AWS
2 463 (35.45%) GCP
3 429 (32.85%) Amazon S3
4 375 (28.71%) Azure
5 328 (25.11%) Snowflake
6 300 (22.97%) Serverless
7 298 (22.82%) AWS Lambda
8 241 (18.45%) Amazon Kinesis
9 157 (12.02%) Amazon EMR
10 151 (11.56%) Power Platform
11 128 (9.80%) dbt
12 118 (9.04%) Amazon EC2
13 102 (7.81%) AWS CloudFormation
14 101 (7.73%) Amazon ECS
15 94 (7.20%) Amazon SQS
16 78 (5.97%) Virtual Private Cloud
17 72 (5.51%) AWS Step Functions
18 67 (5.13%) SaaS
19 62 (4.75%) Amazon CloudWatch
20 60 (4.59%) Cloud Computing
Communications & Networking
1 64 (4.90%) Network Security
2 58 (4.44%) Firewall
3 15 (1.15%) Skype
4 9 (0.69%) VPN
5 5 (0.38%) DNS
5 5 (0.38%) SD-WAN
5 5 (0.38%) TCP/IP
5 5 (0.38%) WAN
6 3 (0.23%) Internet
7 2 (0.15%) Kerberos
8 1 (0.077%) HTTP
8 1 (0.077%) Junos
8 1 (0.077%) OpenLDAP
Database & Business Intelligence
1 594 (45.48%) Data Warehouse
2 342 (26.19%) BigQuery
3 332 (25.42%) Big Data
4 281 (21.52%) Hadoop
5 275 (21.06%) NoSQL
5 275 (21.06%) Tableau
6 267 (20.44%) PostgreSQL
7 260 (19.91%) Data Lake
8 217 (16.62%) Amazon Athena
9 209 (16.00%) MySQL
10 207 (15.85%) Looker
11 201 (15.39%) Amazon RDS
12 186 (14.24%) Relational Database
13 174 (13.32%) SQL Server
14 151 (11.56%) Power BI
15 121 (9.26%) DynamoDB
16 114 (8.73%) MongoDB
17 98 (7.50%) Apache Hive
18 97 (7.43%) Electronic Patient Records
19 94 (7.20%) Flink
Development Applications
1 248 (18.99%) Git (software)
2 197 (15.08%) Jenkins
3 82 (6.28%) Maven
4 54 (4.13%) JIRA
5 51 (3.91%) GitLab
6 49 (3.75%) CircleCI
7 30 (2.30%) Atlassian Bamboo
8 22 (1.68%) Artifactory
9 21 (1.61%) JUnit
9 21 (1.61%) SonarQube
10 17 (1.30%) ERwin
11 16 (1.23%) Bitbucket
12 13 (1.00%) ER Studio
12 13 (1.00%) PowerDesigner
13 11 (0.84%) SQL Server Management Studio (SSMS)
14 9 (0.69%) git-flow
14 9 (0.69%) TeamCity
15 7 (0.54%) PyCharm
16 5 (0.38%) Deequ
16 5 (0.38%) Spinnaker
General
1 429 (32.85%) Finance
2 269 (20.60%) Analytical Skills
3 266 (20.37%) Social Skills
4 236 (18.07%) Retail
5 124 (9.49%) Marketing
6 117 (8.96%) Inclusion and Diversity
7 108 (8.27%) Games
8 104 (7.96%) Banking
9 42 (3.22%) Telecoms
10 36 (2.76%) Presentation Skills
11 35 (2.68%) Law
12 29 (2.22%) Influencing Skills
13 25 (1.91%) Front Office
14 24 (1.84%) Automotive
15 19 (1.45%) Advertising
16 16 (1.23%) Public Sector
17 15 (1.15%) Pharmaceutical
18 14 (1.07%) Manufacturing
19 10 (0.77%) Retail Finance
20 7 (0.54%) Organisational Skills
Job Titles
1 524 (40.12%) Data Engineer
2 225 (17.23%) Senior Data Engineer
3 117 (8.96%) Architect
4 106 (8.12%) Developer
5 92 (7.04%) Analyst
6 80 (6.13%) AWS Engineer
7 73 (5.59%) Data Architect
8 66 (5.05%) Senior Manager
9 65 (4.98%) DevOps Engineer
10 63 (4.82%) Engineering Manager
11 58 (4.44%) Data Analyst
12 51 (3.91%) Software Engineer
13 44 (3.37%) Cloud Engineer
14 39 (2.99%) AWS Data Engineer
14 39 (2.99%) Python Engineer
15 37 (2.83%) AWS DevOps
15 37 (2.83%) Data Scientist
15 37 (2.83%) GCP Architect
16 32 (2.45%) Java Developer
17 30 (2.30%) Consultant
Libraries, Frameworks & Software Standards
1 315 (24.12%) Kafka
2 112 (8.58%) PySpark
3 65 (4.98%) Node.js
4 63 (4.82%) REST
5 50 (3.83%) React
6 49 (3.75%) Apache Beam
6 49 (3.75%) Spark Streaming
7 48 (3.68%) Web Services
8 44 (3.37%) OAuth
9 41 (3.14%) TensorFlow
10 40 (3.06%) RabbitMQ
11 36 (2.76%) Django
12 34 (2.60%) Ruby on Rails
12 34 (2.60%) Spring
13 29 (2.22%) Elastic Stack
14 26 (1.99%) AngularJS
15 25 (1.91%) .NET
15 25 (1.91%) GraphQL
15 25 (1.91%) scikit-learn
16 24 (1.84%) Pandas
Miscellaneous
1 121 (9.26%) Algorithms
2 102 (7.81%) Cloud Native
3 95 (7.27%) Data Structures
4 72 (5.51%) Self-Motivation
5 71 (5.44%) Blog
6 70 (5.36%) Greenfield Project
7 67 (5.13%) Public Cloud
8 50 (3.83%) Hackathon
9 46 (3.52%) User Experience
10 41 (3.14%) Management Information System
11 29 (2.22%) IoT
12 27 (2.07%) NHS
13 22 (1.68%) Virtual Team
14 17 (1.30%) Credit Risk
15 15 (1.15%) PropTech
16 14 (1.07%) Reference Data
17 13 (1.00%) Marketing Technology
18 12 (0.92%) Smartphone
18 12 (0.92%) Taxonomies
19 9 (0.69%) Derivative
Operating Systems
1 168 (12.86%) Linux
2 73 (5.59%) Unix
3 53 (4.06%) Windows
4 10 (0.77%) Windows Server
5 4 (0.31%) Ubuntu
6 3 (0.23%) Debian
6 3 (0.23%) Red Hat Enterprise Linux
7 2 (0.15%) Android
7 2 (0.15%) Apple iOS
7 2 (0.15%) VMS
8 1 (0.077%) Amazon Linux
8 1 (0.077%) CentOS
8 1 (0.077%) Oracle Linux
Processes & Methodologies
1 595 (45.56%) Analytics
2 527 (40.35%) Data Science
3 476 (36.45%) ETL
4 444 (34.00%) Data Pipeline
5 436 (33.38%) Data Engineering
6 417 (31.93%) Business Intelligence
7 404 (30.93%) CI/CD
8 388 (29.71%) Agile
9 337 (25.80%) DevOps
10 331 (25.34%) Data Modelling
11 308 (23.58%) Software Engineering
12 265 (20.29%) Machine Learning
13 254 (19.45%) Visualisation
14 217 (16.62%) Data Architecture
15 214 (16.39%) Problem-Solving
16 196 (15.01%) Mentoring
17 164 (12.56%) Data Governance
18 162 (12.40%) Infrastructure as Code
19 161 (12.33%) Decision-Making
20 157 (12.02%) SDLC
Programming Languages
1 957 (73.28%) Python
2 857 (65.62%) SQL
3 366 (28.02%) Java
4 218 (16.69%) Scala
5 130 (9.95%) Bash
6 117 (8.96%) R
7 75 (5.74%) Go
8 70 (5.36%) JavaScript
9 65 (4.98%) Ruby
10 59 (4.52%) TypeScript
11 54 (4.13%) Groovy
12 32 (2.45%) T-SQL
13 26 (1.99%) PL/SQL
14 24 (1.84%) C#
15 19 (1.45%) PHP
16 18 (1.38%) C
17 14 (1.07%) Shell Script
18 13 (1.00%) HiveQL
19 11 (0.84%) MATLAB
20 9 (0.69%) C++
Qualifications
1 163 (12.48%) Degree
2 76 (5.82%) Computer Science Degree
3 60 (4.59%) AWS Certification
4 57 (4.36%) Master's Degree
5 21 (1.61%) SC Cleared
5 21 (1.61%) Security Cleared
6 9 (0.69%) Numerate Degree
7 7 (0.54%) DBS Check
8 5 (0.38%) PMI Certification
8 5 (0.38%) PMP
9 4 (0.31%) Cisco Certification
10 3 (0.23%) (ISC)2 CCSP
10 3 (0.23%) CISSP
10 3 (0.23%) CSSLP
10 3 (0.23%) OSCP
10 3 (0.23%) SANS
11 1 (0.077%) DV Cleared
11 1 (0.077%) Microsoft Certification
11 1 (0.077%) Network+ Certification
11 1 (0.077%) Sun Certification
Quality Assurance & Compliance
1 145 (11.10%) Data Quality
2 45 (3.45%) QA
3 35 (2.68%) GDPR
4 21 (1.61%) ISO/IEC 27001
5 11 (0.84%) SLA
6 7 (0.54%) SOC 2
7 4 (0.31%) PCI DSS
8 3 (0.23%) Actionable Recommendations
8 3 (0.23%) NIST
9 1 (0.077%) Accessibility
9 1 (0.077%) HIPAA
9 1 (0.077%) PMO
System Software
1 279 (21.36%) Docker
2 59 (4.52%) Virtual Machines
3 50 (3.83%) Apache Flume
4 19 (1.45%) HDFS
5 7 (0.54%) Active Directory
6 6 (0.46%) zsh
7 4 (0.31%) VirtualBox
8 1 (0.077%) VMware Infrastructure
Systems Management
1 324 (24.81%) Terraform
2 268 (20.52%) Kubernetes
3 98 (7.50%) Ansible
4 79 (6.05%) Opscode Chef
5 64 (4.90%) Puppet
6 44 (3.37%) Oozie
7 14 (1.07%) Consul
8 13 (1.00%) Grafana
8 13 (1.00%) Prometheus
9 9 (0.69%) Istio
10 8 (0.61%) Rancher
11 6 (0.46%) Argo
11 6 (0.46%) Panaseer
12 4 (0.31%) Docker Swarm
12 4 (0.31%) Kibana
12 4 (0.31%) Nagios
12 4 (0.31%) SCCM
13 3 (0.23%) Packer
13 3 (0.23%) Rundeck
13 3 (0.23%) Single Sign-On
Vendors
1 227 (17.38%) Google
2 177 (13.55%) Oracle
3 120 (9.19%) Databricks
4 115 (8.81%) Teradata
5 64 (4.90%) Microsoft
6 55 (4.21%) Informatica
7 51 (3.91%) Talend
8 49 (3.75%) Cloudera
9 33 (2.53%) Splunk
10 32 (2.45%) Snapchat
11 31 (2.37%) Alteryx
12 30 (2.30%) Salesforce.com
12 30 (2.30%) Zopa
13 23 (1.76%) CA
14 18 (1.38%) IFS
15 17 (1.30%) SAP
16 15 (1.15%) Amplitude
16 15 (1.15%) Vertica
17 14 (1.07%) SendGrid
17 14 (1.07%) Solace