Period
to 21 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > South West
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 253 320 352
Rank change year-on-year +67 +32 +8
Permanent jobs citing Amazon Redshift 78 19 5
As % of all permanent IT jobs advertised in the South West 0.76% 0.18% 0.043%
As % of the Database & Business Intelligence category 2.26% 0.60% 0.13%
Number of salaries quoted 69 18 4
South West median annual salary £50,000 £82,500 £38,250
Median salary % change year-on-year -39.39% +115.69% -
10th Percentile £31,000 £30,532 £28,125
90th Percentile £68,000 £84,875 £49,725
England median annual salary £60,000 £65,000 £56,250
% change year-on-year -7.69% +15.56% -6.25%

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 3,447 3,166 3,949
As % of all permanent IT jobs advertised in the South West 33.73% 30.31% 34.05%
Number of salaries quoted 2,909 2,716 3,393
South West median annual salary £40,000 £42,500 £39,421
Median salary % change year-on-year -5.88% +7.81% +5.12%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £60,000 £62,500 £58,950
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Amazon Redshift
Job Vacancy Trend in the South West

Job postings citing Amazon Redshift as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Amazon Redshift in the South West

Amazon Redshift
Salary Trend in the South West

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

Salary trend for Amazon Redshift in the South West

Amazon Redshift
Salary Histogram in the South West

The salary distribution of IT jobs citing Amazon Redshift in the South West over the 6 months to 21 February 2018.

Salary histogram for Amazon Redshift in the South West

Amazon Redshift
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the South West region over the 6 months to 21 February 2018. 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
Bristol +36 59 £50,000 +35.14% 4
Gloucestershire +39 9 £48,000 -41.82%
Devon - 8 £26,500 - 2
Amazon Redshift
England

For the 6 months to 21 February 2018, 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 South West region with a requirement for Amazon Redshift.

1 68 (87.18%) Amazon AWS
2 60 (76.92%) Agile Software Development
3 55 (70.51%) SQL
4 50 (64.10%) Java
5 49 (62.82%) Amazon Kinesis
6 47 (60.26%) Apache Spark
7 46 (58.97%) ETL
7 46 (58.97%) Scrum
8 42 (53.85%) Python
9 39 (50.00%) Analytics
10 37 (47.44%) C#
11 35 (44.87%) Big Data
11 35 (44.87%) Amazon EMR
11 35 (44.87%) Elasticsearch
12 34 (43.59%) Amazon Athena
13 32 (41.03%) MLlib
13 32 (41.03%) Scala
14 30 (38.46%) BigQuery
15 28 (35.90%) MapReduce
16 27 (34.62%) JIRA
16 27 (34.62%) Coaching
17 26 (33.33%) Pandas
17 26 (33.33%) Continuous Delivery
17 26 (33.33%) Open Source
17 26 (33.33%) Business Intelligence
17 26 (33.33%) Clustering
17 26 (33.33%) PostgreSQL
18 24 (30.77%) Electronics
18 24 (30.77%) Docker
19 23 (29.49%) DevOps

Amazon Redshift
Co-occurring IT Skills in the South West 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 47 (60.26%) Apache Spark
2 35 (44.87%) Elasticsearch
3 16 (20.51%) Apache Pig
4 7 (8.97%) Confluence
Cloud Services
1 68 (87.18%) Amazon AWS
2 49 (62.82%) Amazon Kinesis
3 35 (44.87%) Amazon EMR
4 23 (29.49%) Microsoft Azure
5 20 (25.64%) GitHub
6 13 (16.67%) Amazon S3
7 10 (12.82%) AWS Lambda
7 10 (12.82%) Serverless
8 8 (10.26%) Amazon SQS
9 6 (7.69%) Heroku
10 5 (6.41%) Amazon EC2
11 2 (2.56%) Amazon Kinesis Data Analytics
11 2 (2.56%) AWS CloudFormation
11 2 (2.56%) AWS Elastic Beanstalk
11 2 (2.56%) Virtual Private Cloud
Database & Business Intelligence
1 35 (44.87%) Big Data
2 34 (43.59%) Amazon Athena
3 30 (38.46%) BigQuery
4 26 (33.33%) PostgreSQL
5 21 (26.92%) Hadoop
5 21 (26.92%) RDBMS
5 21 (26.92%) Relational Database
6 19 (24.36%) NoSQL
7 17 (21.79%) Data Warehouse
8 16 (20.51%) Apache Hive
8 16 (20.51%) Impala
8 16 (20.51%) Power BI
8 16 (20.51%) Presto
8 16 (20.51%) Spotfire
9 13 (16.67%) MySQL
10 12 (15.38%) SQL Server
11 11 (14.10%) MongoDB
12 10 (12.82%) Neo4j
13 7 (8.97%) MySQL Workbench
14 6 (7.69%) Amazon RDS
Development Applications
1 27 (34.62%) JIRA
2 12 (15.38%) Git (software)
3 7 (8.97%) Atlassian Bamboo
4 1 (1.28%) Octopus Deploy
4 1 (1.28%) Visual Studio
General
1 24 (30.77%) Electronics
2 11 (14.10%) Marketing
3 6 (7.69%) Finance
4 4 (5.13%) Manufacturing
4 4 (5.13%) Telecoms
Job Titles
1 32 (41.03%) AWS Engineer
2 29 (37.18%) Data Engineer
3 24 (30.77%) Developer
4 16 (20.51%) Senior Data Engineer
5 14 (17.95%) Hadoop Engineer
5 14 (17.95%) Senior Hadoop Engineer
6 10 (12.82%) Technical Leader
7 8 (10.26%) Data Science Leader
7 8 (10.26%) Software Engineer
8 7 (8.97%) SQL Developer
9 6 (7.69%) Agile Developer
9 6 (7.69%) AWS Software Engineer
9 6 (7.69%) Business Developer
9 6 (7.69%) Cloud Engineer
9 6 (7.69%) ETL Developer
9 6 (7.69%) Java Software Engineer
9 6 (7.69%) Senior Cloud Engineer
9 6 (7.69%) Senior Software Engineer
9 6 (7.69%) SQL BI Developer
9 6 (7.69%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 32 (41.03%) MLlib
2 26 (33.33%) Pandas
3 11 (14.10%) .NET
3 11 (14.10%) Kafka
4 8 (10.26%) REST
4 8 (10.26%) RESTful
5 7 (8.97%) JSON
5 7 (8.97%) Visualforce
6 6 (7.69%) Node.js
6 6 (7.69%) Velocity
7 4 (5.13%) ASP.NET
8 2 (2.56%) AngularJS
8 2 (2.56%) Hibernate
8 2 (2.56%) Java Concurrency
8 2 (2.56%) Spring
9 1 (1.28%) ASP.NET Web API
Miscellaneous
1 26 (33.33%) Clustering
2 21 (26.92%) User Experience
3 12 (15.38%) Internet of Things
4 10 (12.82%) Algorithms
5 6 (7.69%) Management Information System
6 4 (5.13%) Fintech
Operating Systems
1 5 (6.41%) Linux
1 5 (6.41%) Unix
2 1 (1.28%) Windows Server
Processes & Methodologies
1 60 (76.92%) Agile Software Development
2 46 (58.97%) ETL
2 46 (58.97%) Scrum
3 39 (50.00%) Analytics
4 28 (35.90%) MapReduce
5 27 (34.62%) Coaching
6 26 (33.33%) Business Intelligence
6 26 (33.33%) Continuous Delivery
6 26 (33.33%) Open Source
7 23 (29.49%) DevOps
7 23 (29.49%) Software Engineering
8 19 (24.36%) Data Science
8 19 (24.36%) TDD
9 18 (23.08%) BDD
9 18 (23.08%) Data Visualisation
9 18 (23.08%) Visualisation
10 16 (20.51%) Data Engineering
11 14 (17.95%) Data Analytics
12 12 (15.38%) Machine Learning
13 10 (12.82%) Test Automation
Programming Languages
1 55 (70.51%) SQL
2 50 (64.10%) Java
3 42 (53.85%) Python
4 37 (47.44%) C#
5 32 (41.03%) Scala
6 7 (8.97%) Apex Code
7 6 (7.69%) T-SQL
8 5 (6.41%) F#
8 5 (6.41%) Shell Script
9 2 (2.56%) PHP
10 1 (1.28%) PowerShell
Qualifications
1 3 (3.85%) Degree
2 2 (2.56%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.28%) Data Quality
System Software
1 24 (30.77%) Docker
Vendors
1 21 (26.92%) Tableau
2 20 (25.64%) Atlassian
3 10 (12.82%) SAP
4 8 (10.26%) Salesforce.com
5 5 (6.41%) Oracle
6 3 (3.85%) Microsoft