Period
to 11 December 2019

The following table provides summary statistics for contract job vacancies advertised in London 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 11 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
England > London
6 months to
11 Dec 2019
Same period 2018 Same period 2017
Rank 286 417 502
Rank change year-on-year +131 +85 +64
Contract jobs citing Amazon Redshift 276 228 153
As % of all contract IT jobs advertised in London 0.81% 0.48% 0.32%
As % of the Database & Business Intelligence category 3.40% 1.99% 1.36%
Number of daily rates quoted 176 182 114
London median daily rate £575 £550 £500
Median daily rate % change year-on-year +4.55% +10.00% -
10th Percentile £453 £425 £308
90th Percentile £731 £688 £613
England median daily rate £550 £550 £500
% change year-on-year - +10.00% -
Number of hourly rates quoted 3 1 5
London median hourly rate £52.50 £35.00 £57.50
Median hourly rate % change year-on-year +50.00% -39.13% -
10th Percentile £51.25 £35.00 £56.25
90th Percentile £53.75 £35.00 £58.75
England 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 8,114 11,434 11,281
As % of all contract IT jobs advertised in London 23.76% 24.28% 23.75%
Number of daily rates quoted 5,844 8,544 8,409
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £363 £352
90th Percentile £700 £675 £663
England median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 59 49 63
London median hourly rate £35.00 £27.50 £27.50
Median hourly rate % change year-on-year +27.27% - -7.97%
10th Percentile £15.58 £18.65 £18.30
90th Percentile £59.90 £49.50 £58.75
England median hourly rate £31.75 £35.00 £32.25
% change year-on-year -9.29% +8.53% +17.27%

Amazon Redshift
Job Vacancy Trend in London

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

Job vacancy trend for Amazon Redshift in London

Amazon Redshift
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Amazon Redshift in London

Amazon Redshift
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon Redshift in London over the 6 months to 11 December 2019.

Contractor daily rate histogram for Amazon Redshift in London

Amazon Redshift
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Amazon Redshift in London

Amazon Redshift
Contract Job Locations in London

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 London region over the 6 months to 11 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
Central London +58 45 £569 -2.94% 42
South London +62 32 £498 +10.56% 7
East London +30 8 £538 -4.44% 1
West London +26 4 £400 -15.79% 6
Amazon Redshift
England

For the 6 months to 11 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 London region with a requirement for Amazon Redshift.

1 261 (94.57%) AWS
2 186 (67.39%) Python
3 124 (44.93%) Amazon S3
4 116 (42.03%) SQL
5 98 (35.51%) Java
6 93 (33.70%) Analytics
6 93 (33.70%) Serverless
7 92 (33.33%) AWS Lambda
7 92 (33.33%) ETL
8 91 (32.97%) Agile Software Development
9 90 (32.61%) Kubernetes
10 85 (30.80%) Docker
11 84 (30.43%) Finance
12 83 (30.07%) DevOps
13 79 (28.62%) Software Engineering
14 75 (27.17%) Data Warehouse
15 72 (26.09%) Terraform
16 69 (25.00%) Big Data
17 67 (24.28%) Apache Spark
17 67 (24.28%) Web Services
18 64 (23.19%) Data Science
19 63 (22.83%) Front Office
19 63 (22.83%) Amazon EC2
20 62 (22.46%) Amazon SQS
20 62 (22.46%) Fixed Income
20 62 (22.46%) AWS CloudFormation
20 62 (22.46%) Amazon RDS
21 60 (21.74%) Decision-Making
21 60 (21.74%) Asset Management
22 52 (18.84%) Business Intelligence

Amazon Redshift
Co-occurring IT Skills in London 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 67 (24.28%) Apache Spark
2 30 (10.87%) Apache Airflow
3 19 (6.88%) Elasticsearch
4 16 (5.80%) SAS
5 12 (4.35%) Apache
6 6 (2.17%) Jupyter
7 4 (1.45%) Apache Pig
7 4 (1.45%) Confluence
8 3 (1.09%) Luigi
9 1 (0.36%) Apache Solr
Applications
1 3 (1.09%) GNU Octave
Business Applications
1 9 (3.26%) FINCAD Analytics
2 4 (1.45%) Markit EDM
2 4 (1.45%) PolarLake
3 3 (1.09%) Distributed Ledger
Cloud Services
1 261 (94.57%) AWS
2 124 (44.93%) Amazon S3
3 93 (33.70%) Serverless
4 92 (33.33%) AWS Lambda
5 63 (22.83%) Amazon EC2
6 62 (22.46%) Amazon SQS
6 62 (22.46%) AWS CloudFormation
7 45 (16.30%) Amazon ECS
7 45 (16.30%) GCP
8 41 (14.86%) OpenShift
9 33 (11.96%) Amazon EMR
9 33 (11.96%) Azure
10 29 (10.51%) Amazon Kinesis
11 28 (10.14%) GitHub
12 19 (6.88%) Amazon EKS
13 16 (5.80%) Power Platform
14 13 (4.71%) Amazon Cognito
15 10 (3.62%) AWS Step Functions
16 8 (2.90%) Virtual Private Cloud
17 7 (2.54%) AWS Elastic Beanstalk
Communications & Networking
1 5 (1.81%) Internet
2 2 (0.72%) F5 BIG-IP GTM
2 2 (0.72%) F5 BIG-IP LTM
2 2 (0.72%) Firewall
2 2 (0.72%) HTTP
3 1 (0.36%) Kerberos
3 1 (0.36%) SSL
3 1 (0.36%) VPN
Database & Business Intelligence
1 75 (27.17%) Data Warehouse
2 69 (25.00%) Big Data
3 62 (22.46%) Amazon RDS
4 52 (18.84%) Amazon Athena
5 49 (17.75%) Hadoop
6 47 (17.03%) PostgreSQL
7 45 (16.30%) Snowflake Schema
8 40 (14.49%) Data Lake
9 36 (13.04%) SQL Server
10 34 (12.32%) BigQuery
11 32 (11.59%) NoSQL
12 25 (9.06%) Amazon Aurora
13 24 (8.70%) Amazon DynamoDB
14 22 (7.97%) Apache Cassandra
14 22 (7.97%) SQL Server Integration Services
15 21 (7.61%) Relational Database
16 19 (6.88%) Presto
17 16 (5.80%) Power BI
18 15 (5.43%) MongoDB
19 13 (4.71%) Apache Hive
Development Applications
1 41 (14.86%) Artifactory
2 33 (11.96%) Jenkins
3 26 (9.42%) RStudio
4 25 (9.06%) Git (software)
5 9 (3.26%) Atlassian Bamboo
5 9 (3.26%) Maven
5 9 (3.26%) Vagrant
6 5 (1.81%) GitLab
6 5 (1.81%) JIRA
7 4 (1.45%) Bitbucket
7 4 (1.45%) Travis CI
8 3 (1.09%) Sonatype Nexus
9 2 (0.72%) ER Studio
9 2 (0.72%) ERwin
9 2 (0.72%) PowerDesigner
10 1 (0.36%) Bitbucket Server
10 1 (0.36%) FishEye
10 1 (0.36%) JUnit
10 1 (0.36%) Postman
10 1 (0.36%) Subversion
General
1 84 (30.43%) Finance
2 63 (22.83%) Front Office
3 14 (5.07%) Public Sector
4 11 (3.99%) Marketing
5 10 (3.62%) Retail
6 7 (2.54%) Banking
7 6 (2.17%) Advertising
7 6 (2.17%) Investment Banking
8 4 (1.45%) Telecoms
9 3 (1.09%) Games
10 2 (0.72%) Financial Institution
11 1 (0.36%) Back Office
11 1 (0.36%) Corporate Banking
11 1 (0.36%) Pharmaceutical
11 1 (0.36%) Publishing
11 1 (0.36%) Retail Banking
Job Titles
1 93 (33.70%) Developer
2 74 (26.81%) Data Engineer
3 51 (18.48%) AWS Developer
4 41 (14.86%) AWS Engineer
5 39 (14.13%) Architect
6 30 (10.87%) Python Developer
6 30 (10.87%) Python Engineer
7 25 (9.06%) Java Developer
7 25 (9.06%) Lead Developer
7 25 (9.06%) Software Engineer
8 24 (8.70%) Senior Developer
9 23 (8.33%) AWS Architect
9 23 (8.33%) DBA
10 21 (7.61%) Java Software Developer
11 20 (7.25%) J2EE Developer
11 20 (7.25%) Java/J2EE Developer
11 20 (7.25%) Lead Java Developer
11 20 (7.25%) Lead Software Developer
11 20 (7.25%) Senior Software Engineer
12 18 (6.52%) Data Architect
Libraries, Frameworks & Software Standards
1 67 (24.28%) Web Services
2 37 (13.41%) Kafka
3 27 (9.78%) J2EE
4 25 (9.06%) Pandas
5 22 (7.97%) J2SE
6 21 (7.61%) NumPy
7 19 (6.88%) AngularJS
7 19 (6.88%) React
8 18 (6.52%) PySpark
9 15 (5.43%) Node.js
10 14 (5.07%) SciPy
10 14 (5.07%) Spark Streaming
11 10 (3.62%) Apache NiFi
11 10 (3.62%) JSON
12 9 (3.26%) Backbone.js
12 9 (3.26%) Esper
12 9 (3.26%) Pyramid
13 8 (2.90%) Redux
13 8 (2.90%) XML
14 6 (2.17%) .NET
Miscellaneous
1 62 (22.46%) Fixed Income
2 34 (12.32%) Greenfield Project
3 24 (8.70%) Analytical Skills
4 23 (8.33%) Derivative
5 20 (7.25%) Algorithms
5 20 (7.25%) Data Structures
6 15 (5.43%) Hedge funds
7 12 (4.35%) Equities
8 8 (2.90%) Foreign Exchange (FX)
9 7 (2.54%) Cloud Native
10 6 (2.17%) Blog
10 6 (2.17%) Management Information System
11 5 (1.81%) Reference Data
12 4 (1.45%) Smart Home
13 3 (1.09%) Private Cloud
14 2 (0.72%) Mobile App
14 2 (0.72%) Self-Motivation
15 1 (0.36%) Digital Media
15 1 (0.36%) Public Cloud
15 1 (0.36%) User Experience
Operating Systems
1 17 (6.16%) Linux
2 10 (3.62%) Unix
3 3 (1.09%) Windows
Processes & Methodologies
1 93 (33.70%) Analytics
2 92 (33.33%) ETL
3 91 (32.97%) Agile Software Development
4 83 (30.07%) DevOps
5 79 (28.62%) Software Engineering
6 64 (23.19%) Data Science
7 60 (21.74%) Asset Management
7 60 (21.74%) Decision-Making
8 52 (18.84%) Business Intelligence
9 48 (17.39%) Migration
10 47 (17.03%) Data Modelling
11 39 (14.13%) Continuous Integration
12 35 (12.68%) Data Engineering
12 35 (12.68%) Machine Learning
13 30 (10.87%) Open Source
14 29 (10.51%) Statistics
15 25 (9.06%) Microservices
16 23 (8.33%) Computer Science
16 23 (8.33%) Continuous Deployment
16 23 (8.33%) Stakeholder Management
Programming Languages
1 186 (67.39%) Python
2 116 (42.03%) SQL
3 98 (35.51%) Java
4 49 (17.75%) Scala
5 47 (17.03%) R
6 17 (6.16%) JavaScript
7 9 (3.26%) Bash Shell
7 9 (3.26%) C
7 9 (3.26%) C++
8 8 (2.90%) C#
8 8 (2.90%) Perl
9 7 (2.54%) Go
10 5 (1.81%) PHP
11 4 (1.45%) Clojure
11 4 (1.45%) Java 8
12 3 (1.09%) Groovy
12 3 (1.09%) Kotlin
13 1 (0.36%) PL/SQL
Qualifications
1 42 (15.22%) Security Cleared
2 41 (14.86%) SC Cleared
3 25 (9.06%) Degree
4 8 (2.90%) AWS Certification
5 6 (2.17%) Computer Science Degree
5 6 (2.17%) Numerate Degree
6 4 (1.45%) Master's Degree
7 3 (1.09%) PhD
8 2 (0.72%) CCIE
8 2 (0.72%) CCNP
8 2 (0.72%) Cisco Certification
9 1 (0.36%) Microsoft Certification
Quality Assurance & Compliance
1 13 (4.71%) Data Quality
2 4 (1.45%) QA
System Software
1 85 (30.80%) Docker
2 9 (3.26%) VirtualBox
3 3 (1.09%) HDFS
4 1 (0.36%) Active Directory
4 1 (0.36%) Apache Flume
Systems Management
1 90 (32.61%) Kubernetes
2 72 (26.09%) Terraform
3 15 (5.43%) Ansible
4 9 (3.26%) Docker Swarm
5 2 (0.72%) FortiGate
5 2 (0.72%) Hadoop YARN
5 2 (0.72%) Kibana
6 1 (0.36%) Istio
Vendors
1 36 (13.04%) Greenplum
2 18 (6.52%) Google
2 18 (6.52%) Informatica
2 18 (6.52%) Oracle
3 16 (5.80%) Tableau
4 15 (5.43%) Microsoft
4 15 (5.43%) Talend
5 14 (5.07%) Teradata
6 13 (4.71%) Bloomberg
7 12 (4.35%) IBM
8 10 (3.62%) Hortonworks
9 9 (3.26%) Cloudera
9 9 (3.26%) Datactics
9 9 (3.26%) Palantir
10 5 (1.81%) Cognos
11 4 (1.45%) MicroStrategy
11 4 (1.45%) Vertica
12 3 (1.09%) Mercator
12 3 (1.09%) Snowplow
13 2 (0.72%) Symantec