Period
to 9 December 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Amazon Redshift skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Redshift over the 6 months to 9 December 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Redshift
UK > England
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 399 537 661
Rank change year-on-year +138 +124 +110
Contract jobs citing Amazon Redshift 403 346 199
As % of all contract IT jobs advertised in England 0.55% 0.36% 0.21%
As % of the Database & Business Intelligence category 2.55% 1.60% 0.96%
Number of daily rates quoted 253 260 149
England median daily rate £550 £550 £500
Median daily rate % change year-on-year - +10.00% -
10th Percentile £400 £374 £308
90th Percentile £720 £675 £615
UK median daily rate £550 £550 £500
% change year-on-year - +10.00% -
Number of hourly rates quoted 4 1 5
England median hourly rate £52.50 £35.00 £57.50
Median hourly rate % change year-on-year +50.00% -39.13% -
10th Percentile £26.75 £35.00 £56.25
90th Percentile £53.75 £35.00 £58.75
UK median hourly rate £52.50 £35.00 £57.50
% change year-on-year +50.00% -39.13% -

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 contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 15,816 21,641 20,764
As % of all contract IT jobs advertised in England 21.48% 22.66% 22.02%
Number of daily rates quoted 10,765 15,227 14,450
England median daily rate £475 £475 £463
Median daily rate % change year-on-year - +2.70% +8.82%
10th Percentile £325 £319 £313
90th Percentile £663 £649 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 233 227 243
England median hourly rate £32.50 £35.00 £32.50
Median hourly rate % change year-on-year -7.14% +7.69% +18.18%
10th Percentile £13.80 £14.00 £14.63
90th Percentile £71.85 £57.50 £56.85
UK median hourly rate £32.50 £32.24 £31.23
% change year-on-year +0.81% +3.23% +11.54%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon Redshift in England.

Contractor daily rate trend for Amazon Redshift in England

Amazon Redshift
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon Redshift in England over the 6 months to 9 December 2019.

Contractor daily rate histogram for Amazon Redshift in England

Amazon Redshift
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Amazon Redshift in England.

Contractor hourly rate trend for Amazon Redshift in England

Amazon Redshift
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Amazon Redshift in England over the 6 months to 9 December 2019.

Contractor hourly rate histogram for Amazon Redshift in England

Amazon Redshift
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Redshift within the England region over the 6 months to 9 December 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +127 279 £569 +3.45% 100
East of England +55 42 £425 -22.73% 10
South East +75 31 £500 +5.26% 8
North of England +2 22 £525 +23.53% 18
Midlands +56 18 £431 -18.82% 7
North West +9 16 £525 +13.51% 17
South West +5 11 £445 -24.26% 4
West Midlands +41 10 £375 -30.23% 6
East Midlands +16 8 £513 -2.38% 1
North East +24 5 £675 +71.97% 1
Yorkshire +24 1 £425 -
Amazon Redshift
UK

For the 6 months to 9 December 2019, IT contractor 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 contract job ads across the England region with a requirement for Amazon Redshift.

1 378 (93.80%) AWS
2 238 (59.06%) Python
3 177 (43.92%) SQL
4 170 (42.18%) Amazon S3
5 156 (38.71%) ETL
6 149 (36.97%) Agile Software Development
7 140 (34.74%) Analytics
8 130 (32.26%) Serverless
9 129 (32.01%) AWS Lambda
10 125 (31.02%) Data Warehouse
11 122 (30.27%) Java
12 120 (29.78%) DevOps
13 103 (25.56%) Kubernetes
14 100 (24.81%) Big Data
15 98 (24.32%) Finance
16 95 (23.57%) Business Intelligence
17 94 (23.33%) Software Engineering
17 94 (23.33%) Docker
18 86 (21.34%) Apache Spark
19 80 (19.85%) Data Modelling
20 79 (19.60%) Web Services
20 79 (19.60%) Amazon SQS
21 78 (19.35%) Terraform
22 76 (18.86%) Data Science
23 75 (18.61%) AWS CloudFormation
23 75 (18.61%) Amazon RDS
24 74 (18.36%) Amazon EC2
25 73 (18.11%) Amazon Athena
26 70 (17.37%) Hadoop
27 68 (16.87%) PostgreSQL

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 86 (21.34%) Apache Spark
2 32 (7.94%) Apache Airflow
3 22 (5.46%) Elasticsearch
4 18 (4.47%) SAS
5 17 (4.22%) Apache
6 7 (1.74%) Confluence
7 6 (1.49%) Jupyter
8 5 (1.24%) Apache Pig
9 4 (0.99%) Luigi
10 2 (0.50%) Apache Solr
11 1 (0.25%) Liferay
Applications
1 3 (0.74%) GNU Octave
1 3 (0.74%) Microsoft Excel
2 1 (0.25%) Microsoft Office
Business Applications
1 9 (2.23%) FINCAD Analytics
2 4 (0.99%) Markit EDM
2 4 (0.99%) PolarLake
3 3 (0.74%) Adobe Campaign
3 3 (0.74%) Distributed Ledger
4 1 (0.25%) Maximo
Cloud Services
1 378 (93.80%) AWS
2 170 (42.18%) Amazon S3
3 130 (32.26%) Serverless
4 129 (32.01%) AWS Lambda
5 79 (19.60%) Amazon SQS
6 75 (18.61%) AWS CloudFormation
7 74 (18.36%) Amazon EC2
8 59 (14.64%) Azure
9 57 (14.14%) Amazon EMR
10 52 (12.90%) GCP
11 46 (11.41%) Amazon ECS
12 43 (10.67%) OpenShift
13 42 (10.42%) Amazon Kinesis
13 42 (10.42%) Power Platform
14 34 (8.44%) GitHub
15 22 (5.46%) AWS Step Functions
16 19 (4.71%) Amazon EKS
17 15 (3.72%) AWS Elastic Beanstalk
18 13 (3.23%) Amazon Cognito
18 13 (3.23%) Amazon SageMaker
Communications & Networking
1 5 (1.24%) Internet
1 5 (1.24%) VPN
2 4 (0.99%) F5 BIG-IP GTM
2 4 (0.99%) F5 BIG-IP LTM
2 4 (0.99%) Firewall
3 2 (0.50%) HTTP
4 1 (0.25%) Kerberos
4 1 (0.25%) SSL
Database & Business Intelligence
1 125 (31.02%) Data Warehouse
2 100 (24.81%) Big Data
3 75 (18.61%) Amazon RDS
4 73 (18.11%) Amazon Athena
5 70 (17.37%) Hadoop
6 68 (16.87%) PostgreSQL
7 58 (14.39%) Snowflake Schema
8 56 (13.90%) Data Lake
9 51 (12.66%) SQL Server
10 45 (11.17%) Amazon Aurora
11 43 (10.67%) NoSQL
12 42 (10.42%) Power BI
13 41 (10.17%) BigQuery
14 38 (9.43%) Amazon DynamoDB
14 38 (9.43%) Relational Database
15 31 (7.69%) SQL Server Integration Services
16 28 (6.95%) MySQL
17 26 (6.45%) Apache Hive
18 22 (5.46%) Apache Cassandra
19 21 (5.21%) Presto
Development Applications
1 60 (14.89%) Jenkins
2 46 (11.41%) Artifactory
3 41 (10.17%) Git (software)
4 26 (6.45%) RStudio
5 17 (4.22%) Sonatype Nexus
6 11 (2.73%) Maven
7 10 (2.48%) Atlassian Bamboo
7 10 (2.48%) JIRA
8 9 (2.23%) Vagrant
9 8 (1.99%) Bitbucket
10 7 (1.74%) GitLab
11 6 (1.49%) Travis CI
12 3 (0.74%) ER Studio
12 3 (0.74%) ERwin
12 3 (0.74%) TeamCity
13 2 (0.50%) PowerDesigner
14 1 (0.25%) Bitbucket Server
14 1 (0.25%) Postman
14 1 (0.25%) Subversion
14 1 (0.25%) Zephyr
General
1 98 (24.32%) Finance
2 60 (14.89%) Front Office
3 17 (4.22%) Public Sector
4 14 (3.47%) Marketing
5 12 (2.98%) Retail
6 7 (1.74%) Advertising
6 7 (1.74%) Banking
7 5 (1.24%) Manufacturing
7 5 (1.24%) Pharmaceutical
8 4 (0.99%) Telecoms
9 3 (0.74%) Automotive
9 3 (0.74%) Games
9 3 (0.74%) Investment Banking
9 3 (0.74%) Publishing
10 2 (0.50%) Financial Institution
11 1 (0.25%) Aerospace
11 1 (0.25%) Back Office
11 1 (0.25%) Law
11 1 (0.25%) Legal
11 1 (0.25%) Retail Banking
Job Titles
1 132 (32.75%) Developer
2 105 (26.05%) Data Engineer
3 65 (16.13%) AWS Engineer
4 63 (15.63%) AWS Developer
5 60 (14.89%) Architect
6 32 (7.94%) AWS Architect
6 32 (7.94%) Python Engineer
7 29 (7.20%) Python Developer
8 28 (6.95%) Data Architect
9 26 (6.45%) Java Developer
9 26 (6.45%) Senior Developer
9 26 (6.45%) Software Engineer
10 25 (6.20%) Analyst
10 25 (6.20%) Lead Developer
11 23 (5.71%) DBA
12 21 (5.21%) ETL Developer
13 20 (4.96%) Business Intelligence Developer
13 20 (4.96%) Java Software Developer
13 20 (4.96%) Senior Software Engineer
14 19 (4.71%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 79 (19.60%) Web Services
2 46 (11.41%) Kafka
3 27 (6.70%) J2EE
4 24 (5.96%) Pandas
5 21 (5.21%) J2SE
5 21 (5.21%) NumPy
5 21 (5.21%) PySpark
6 19 (4.71%) AngularJS
7 18 (4.47%) React
8 15 (3.72%) Node.js
9 14 (3.47%) JSON
9 14 (3.47%) SciPy
9 14 (3.47%) Spark Streaming
10 11 (2.73%) XML
11 10 (2.48%) Apache NiFi
12 9 (2.23%) .NET
12 9 (2.23%) Backbone.js
12 9 (2.23%) Esper
12 9 (2.23%) Pyramid
13 6 (1.49%) D3.js
Miscellaneous
1 59 (14.64%) Fixed Income
2 42 (10.42%) Analytical Skills
3 39 (9.68%) Data Structures
4 35 (8.68%) Greenfield Project
5 22 (5.46%) Algorithms
6 18 (4.47%) Derivative
7 12 (2.98%) Hedge funds
7 12 (2.98%) Management Information System
8 9 (2.23%) Cloud Native
9 7 (1.74%) Equities
9 7 (1.74%) Life Science
10 6 (1.49%) Blog
10 6 (1.49%) Reference Data
10 6 (1.49%) Self-Motivation
11 5 (1.24%) Foreign Exchange (FX)
11 5 (1.24%) Private Cloud
11 5 (1.24%) Public Cloud
12 4 (0.99%) Data Centre
12 4 (0.99%) Linux Command Line
12 4 (0.99%) Smart Home
Operating Systems
1 22 (5.46%) Linux
2 13 (3.23%) Unix
3 7 (1.74%) Windows
4 1 (0.25%) Debian
Processes & Methodologies
1 156 (38.71%) ETL
2 149 (36.97%) Agile Software Development
3 140 (34.74%) Analytics
4 120 (29.78%) DevOps
5 95 (23.57%) Business Intelligence
6 94 (23.33%) Software Engineering
7 80 (19.85%) Data Modelling
8 76 (18.86%) Data Science
9 64 (15.88%) Decision-Making
9 64 (15.88%) Migration
10 61 (15.14%) Asset Management
11 56 (13.90%) Continuous Integration
12 53 (13.15%) Visualisation
13 46 (11.41%) Data Engineering
14 41 (10.17%) Machine Learning
15 36 (8.93%) Data Analysis
16 35 (8.68%) Open Source
17 34 (8.44%) Scrum
17 34 (8.44%) Stakeholder Management
18 29 (7.20%) Data Analytics
Programming Languages
1 238 (59.06%) Python
2 177 (43.92%) SQL
3 122 (30.27%) Java
4 58 (14.39%) Scala
5 53 (13.15%) R
6 22 (5.46%) JavaScript
7 16 (3.97%) Bash Shell
8 15 (3.72%) Perl
9 14 (3.47%) C#
10 12 (2.98%) C
10 12 (2.98%) C++
11 9 (2.23%) Go
12 6 (1.49%) PowerShell
13 5 (1.24%) PHP
14 4 (0.99%) Clojure
14 4 (0.99%) Java 8
14 4 (0.99%) Ruby
15 3 (0.74%) Groovy
15 3 (0.74%) PL/SQL
16 2 (0.50%) Shell Script
Qualifications
1 47 (11.66%) Security Cleared
2 46 (11.41%) SC Cleared
3 40 (9.93%) Degree
4 18 (4.47%) AWS Certification
5 7 (1.74%) Computer Science Degree
6 6 (1.49%) Master's Degree
6 6 (1.49%) Numerate Degree
7 4 (0.99%) CCIE
7 4 (0.99%) CCNP
7 4 (0.99%) Cisco Certification
8 3 (0.74%) PhD
9 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 21 (5.21%) Data Quality
2 7 (1.74%) QA
3 2 (0.50%) ISO/IEC 27001
System Software
1 94 (23.33%) Docker
2 9 (2.23%) VirtualBox
3 5 (1.24%) Active Directory
4 4 (0.99%) Virtual Machines
5 3 (0.74%) HDFS
6 1 (0.25%) Apache Flume
Systems Management
1 103 (25.56%) Kubernetes
2 78 (19.35%) Terraform
3 22 (5.46%) Ansible
4 13 (3.23%) Docker Swarm
5 7 (1.74%) Opscode Chef
5 7 (1.74%) Puppet
6 4 (0.99%) FortiGate
7 3 (0.74%) Nagios
7 3 (0.74%) Packer
8 2 (0.50%) Hadoop YARN
8 2 (0.50%) Kibana
9 1 (0.25%) HP ALM
9 1 (0.25%) Istio
Vendors
1 48 (11.91%) Tableau
2 41 (10.17%) Greenplum
3 38 (9.43%) Oracle
3 38 (9.43%) Talend
4 30 (7.44%) Microsoft
5 27 (6.70%) Informatica
6 25 (6.20%) Google
7 17 (4.22%) IBM
7 17 (4.22%) Teradata
8 16 (3.97%) Cognos
9 14 (3.47%) MicroStrategy
10 13 (3.23%) Bloomberg
11 11 (2.73%) Cloudera
12 10 (2.48%) Hortonworks
13 9 (2.23%) Datactics
13 9 (2.23%) Palantir
13 9 (2.23%) Salesforce.com
14 7 (1.74%) Databricks
15 6 (1.49%) SAP
15 6 (1.49%) Vertica