Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 30 July 2021

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 30 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
30 Jul 2021		 Same period 2020 Same period 2019
Rank 439 419 577
Rank change year-on-year -20 +158 +144
Permanent jobs citing Amazon Redshift 654 397 621
As % of all permanent jobs advertised in England 0.65% 0.63% 0.47%
As % of the Database & Business Intelligence category 2.31% 2.27% 1.68%
Number of salaries quoted 470 299 507
10th Percentile £46,250 £50,000 £45,000
25th Percentile £55,000 £59,375 £51,250
Median annual salary (50th Percentile) £72,500 £75,000 £70,000
Median % change year-on-year -3.33% +7.14% +7.69%
75th Percentile £87,500 £116,250 £90,000
90th Percentile £92,500 £143,750 £106,750
UK median annual salary £72,500 £75,000 £70,000
% change year-on-year -3.33% +7.14% +7.69%

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 28,304 17,485 36,896
As % of all permanent IT jobs advertised in England 28.14% 27.68% 27.74%
Number of salaries quoted 19,206 14,493 30,889
10th Percentile £35,000 £32,500 £31,500
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £73,250 £70,000
90th Percentile £93,750 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

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 30 July 2021.

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 30 July 2021. 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 -21 479 £75,000 -11.76% 63
North of England -37 52 £60,000 +9.09% 18
East of England -29 43 £80,000 +28.00% 8
North West -33 28 £60,000 +9.09% 15
South East -101 27 £72,500 -3.33% 7
Yorkshire -50 19 £47,500 -26.92% 2
Midlands -60 19 £75,000 +7.14% 3
West Midlands -58 18 £75,000 +36.36% 3
South West -70 15 £55,000 -21.43% 3
North East -15 5 £72,500 +72.62% 1
East Midlands -53 1 - -
Amazon Redshift
UK

For the 6 months to 30 July 2021, 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.

1 559 (85.47%) AWS
2 427 (65.29%) Python
3 391 (59.79%) SQL
4 354 (54.13%) Analytics
5 287 (43.88%) ETL
6 270 (41.28%) Big Data
7 251 (38.38%) GCP
8 246 (37.61%) Apache Spark
9 240 (36.70%) Data Warehouse
10 228 (34.86%) Data Pipeline
11 220 (33.64%) Agile Software Development
12 210 (32.11%) Data Engineering
13 206 (31.50%) Software Engineering
14 199 (30.43%) Business Intelligence
15 191 (29.20%) Azure
16 190 (29.05%) Snowflake
17 187 (28.59%) Kubernetes
18 182 (27.83%) Docker
19 180 (27.52%) NoSQL
20 176 (26.91%) Data Science
21 174 (26.61%) Hadoop
22 170 (25.99%) PostgreSQL
23 158 (24.16%) Google
24 143 (21.87%) Tableau
25 142 (21.71%) Data Modelling
26 141 (21.56%) BigQuery
27 137 (20.95%) Java
28 135 (20.64%) Amazon Athena
29 128 (19.57%) Social Skills
30 125 (19.11%) Amazon EMR

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
1 246 (37.61%) Apache Spark
2 96 (14.68%) Apache Airflow
3 61 (9.33%) Apache
4 26 (3.98%) Luigi
5 15 (2.29%) Confluence
6 6 (0.92%) Apache Pig
6 6 (0.92%) Apache Solr
6 6 (0.92%) Elasticsearch
7 5 (0.76%) Oracle Workflow
8 4 (0.61%) SAS
9 3 (0.46%) Tomcat
10 1 (0.15%) nginx
10 1 (0.15%) SharePoint
Applications
1 5 (0.76%) Microsoft Office
2 1 (0.15%) Microsoft Excel
Business Applications
1 4 (0.61%) Oracle EBS
1 4 (0.61%) Sentinel
2 3 (0.46%) FastStats
3 2 (0.31%) FastStats PeopleStage
4 1 (0.15%) Oracle EBS R12
Cloud Services
1 559 (85.47%) AWS
2 251 (38.38%) GCP
3 191 (29.20%) Azure
4 190 (29.05%) Snowflake
5 125 (19.11%) Amazon EMR
6 118 (18.04%) Amazon S3
7 116 (17.74%) Serverless
8 88 (13.46%) AWS Lambda
9 77 (11.77%) Power Platform
10 68 (10.40%) IBM Cloud
11 62 (9.48%) Amazon Kinesis
12 60 (9.17%) Amazon EC2
13 40 (6.12%) dbt
14 37 (5.66%) Amazon EKS
15 36 (5.50%) AWS CloudFormation
16 34 (5.20%) Cloud Functions
17 33 (5.05%) SaaS
18 32 (4.89%) Amazon SQS
19 30 (4.59%) Google App Engine
19 30 (4.59%) Slack
Communications & Networking
1 8 (1.22%) FTP
2 2 (0.31%) Cisco IPT
3 1 (0.15%) Internet
3 1 (0.15%) Network Security
3 1 (0.15%) VPN
Database & Business Intelligence
1 270 (41.28%) Big Data
2 240 (36.70%) Data Warehouse
3 180 (27.52%) NoSQL
4 174 (26.61%) Hadoop
5 170 (25.99%) PostgreSQL
6 143 (21.87%) Tableau
7 141 (21.56%) BigQuery
8 135 (20.64%) Amazon Athena
9 94 (14.37%) Relational Database
10 86 (13.15%) Amazon DynamoDB
10 86 (13.15%) Amazon RDS
11 85 (13.00%) Data Lake
12 80 (12.23%) Neo4j
13 77 (11.77%) Power BI
14 74 (11.31%) Electronic Patient Records
15 69 (10.55%) MySQL
16 67 (10.24%) Looker
17 63 (9.63%) Amazon Aurora
18 55 (8.41%) SQL Server
19 52 (7.95%) Apache Hive
Development Applications
1 96 (14.68%) Jenkins
2 76 (11.62%) Git (software)
3 74 (11.31%) Atlassian Bamboo
4 68 (10.40%) Vagrant
5 54 (8.26%) GitLab
6 33 (5.05%) JIRA
7 15 (2.29%) Cypress.io
8 14 (2.14%) Visual Studio
9 13 (1.99%) PyCharm
10 12 (1.83%) Spinnaker
11 9 (1.38%) ERwin
12 8 (1.22%) ER Studio
12 8 (1.22%) Grunt
12 8 (1.22%) gulp
12 8 (1.22%) PowerDesigner
12 8 (1.22%) webpack
13 5 (0.76%) Subversion
14 4 (0.61%) Oracle APEX
14 4 (0.61%) Toad
14 4 (0.61%) TortoiseSVN
General
1 128 (19.57%) Social Skills
2 115 (17.58%) Analytical Skills
3 93 (14.22%) Finance
4 62 (9.48%) Marketing
5 38 (5.81%) Retail
6 24 (3.67%) Advertising
7 21 (3.21%) Brand Awareness
8 17 (2.60%) Games
9 15 (2.29%) Manufacturing
10 13 (1.99%) Public Sector
11 10 (1.53%) Telecoms
12 7 (1.07%) Banking
12 7 (1.07%) Czech Language
12 7 (1.07%) Influencing Skills
12 7 (1.07%) Presentation Skills
13 6 (0.92%) Publishing
14 5 (0.76%) Pharmaceutical
15 4 (0.61%) Electronics
15 4 (0.61%) Law
15 4 (0.61%) Organisational Skills
Job Titles
1 231 (35.32%) Data Engineer
2 88 (13.46%) Architect
3 85 (13.00%) AWS Engineer
4 80 (12.23%) Data Architect
5 74 (11.31%) Python Engineer
6 70 (10.70%) Analyst
7 68 (10.40%) Developer
8 46 (7.03%) Software Engineer
9 39 (5.96%) Big Data Engineer
10 34 (5.20%) Platform Architect
10 34 (5.20%) Platform Engineer
10 34 (5.20%) Senior Data Engineer
11 33 (5.05%) Java Engineer
12 30 (4.59%) Data Analyst
13 29 (4.43%) AWS Architect
14 28 (4.28%) Senior Analyst
15 23 (3.52%) Big Data Software Engineer
16 22 (3.36%) Data Analytics Engineer
16 22 (3.36%) Insight Analyst
16 22 (3.36%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 112 (17.13%) Kafka
2 95 (14.53%) React
3 86 (13.15%) Spark Streaming
4 56 (8.56%) Node.js
5 46 (7.03%) Jest
6 43 (6.57%) Web Services
7 40 (6.12%) AngularJS
8 38 (5.81%) REST
9 35 (5.35%) Redux
10 32 (4.89%) Django
11 27 (4.13%) React Native
12 26 (3.98%) Vue.js
13 25 (3.82%) JSON
14 24 (3.67%) Pandas
15 20 (3.06%) NumPy
15 20 (3.06%) PySpark
16 18 (2.75%) RESTful
17 17 (2.60%) .NET
18 15 (2.29%) CSS
18 15 (2.29%) HTML
Miscellaneous
1 30 (4.59%) User Experience
2 28 (4.28%) Data Structures
3 22 (3.36%) NHS
4 14 (2.14%) Public Cloud
5 13 (1.99%) Algorithms
6 12 (1.83%) Greenfield Project
6 12 (1.83%) Management Information System
7 10 (1.53%) Cloud Native
7 10 (1.53%) Driving Licence
8 9 (1.38%) Blog
9 8 (1.22%) Social Media
10 7 (1.07%) Media Streaming
11 6 (0.92%) CMDB
11 6 (0.92%) Virtual Team
12 5 (0.76%) Mobile App
12 5 (0.76%) Self-Motivation
13 4 (0.61%) Digital Media
13 4 (0.61%) Enterprise Software
13 4 (0.61%) Life Science
13 4 (0.61%) Video Conferencing
Operating Systems
1 13 (1.99%) Linux
2 5 (0.76%) Unix
Processes & Methodologies
1 354 (54.13%) Analytics
2 287 (43.88%) ETL
3 228 (34.86%) Data Pipeline
4 220 (33.64%) Agile Software Development
5 210 (32.11%) Data Engineering
6 206 (31.50%) Software Engineering
7 199 (30.43%) Business Intelligence
8 176 (26.91%) Data Science
9 142 (21.71%) Data Modelling
10 120 (18.35%) Artificial Intelligence
11 106 (16.21%) Visualisation
12 100 (15.29%) Unit Testing
13 93 (14.22%) Continuous Integration
14 88 (13.46%) Data Analytics
15 87 (13.30%) Data Munging
16 83 (12.69%) Project Management
17 81 (12.39%) Open Source
18 77 (11.77%) Translating Business Requirements
19 76 (11.62%) DevOps
20 75 (11.47%) Configuration Management
Programming Languages
1 427 (65.29%) Python
2 391 (59.79%) SQL
3 137 (20.95%) Java
4 55 (8.41%) JavaScript
5 53 (8.10%) Go
6 48 (7.34%) Scala
7 26 (3.98%) R
8 24 (3.67%) C#
9 17 (2.60%) C
10 13 (1.99%) Ruby
11 12 (1.83%) Bash Shell
12 10 (1.53%) C++
12 10 (1.53%) TypeScript
13 8 (1.22%) Clojure
13 8 (1.22%) PowerShell
14 6 (0.92%) LookML
14 6 (0.92%) PHP
14 6 (0.92%) T-SQL
15 5 (0.76%) Kotlin
15 5 (0.76%) PL/SQL
Qualifications
1 71 (10.86%) Degree
2 30 (4.59%) Computer Science Degree
3 14 (2.14%) SC Cleared
3 14 (2.14%) Security Cleared
4 7 (1.07%) AWS Certification
5 6 (0.92%) Master's Degree
6 3 (0.46%) BC Cleared
6 3 (0.46%) PhD
7 2 (0.31%) (ISC)2 CCSP
7 2 (0.31%) Cisco Certification
7 2 (0.31%) CISSP
7 2 (0.31%) Numerate Degree
8 1 (0.15%) CEH
8 1 (0.15%) DV Cleared
8 1 (0.15%) TOGAF Certification
Quality Assurance & Compliance
1 37 (5.66%) Data Quality
2 17 (2.60%) QA
3 3 (0.46%) Accessibility
3 3 (0.46%) GDPR
4 2 (0.31%) ISO/IEC 27001
4 2 (0.31%) MiFID
5 1 (0.15%) Actionable Recommendations
System Software
1 182 (27.83%) Docker
2 68 (10.40%) VirtualBox
3 8 (1.22%) Apache ZooKeeper
4 2 (0.31%) Apache Flume
5 1 (0.15%) HDFS
Systems Management
1 187 (28.59%) Kubernetes
2 119 (18.20%) Terraform
3 88 (13.46%) Ansible
4 68 (10.40%) Docker Swarm
5 53 (8.10%) Istio
6 27 (4.13%) Opscode Chef
7 26 (3.98%) Prometheus
8 14 (2.14%) Hadoop YARN
9 7 (1.07%) Mesos
10 2 (0.31%) Ambari
10 2 (0.31%) Kibana
10 2 (0.31%) logstash
11 1 (0.15%) Oozie
11 1 (0.15%) Puppet
Vendors
1 158 (24.16%) Google
2 105 (16.06%) Talend
3 84 (12.84%) Informatica
4 83 (12.69%) Cloudera
5 81 (12.39%) Hortonworks
6 70 (10.70%) IBM
7 59 (9.02%) Microsoft
8 46 (7.03%) Oracle
9 29 (4.43%) Databricks
10 18 (2.75%) Teradata
11 13 (1.99%) Salesforce.com
11 13 (1.99%) SAP
12 12 (1.83%) Alteryx
13 11 (1.68%) Cognos
14 9 (1.38%) Cisco
15 7 (1.07%) Birst
15 7 (1.07%) Facebook
15 7 (1.07%) Instagram
16 6 (0.92%) StreamSets
17 5 (0.76%) SnapLogic