Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 25 June 2018

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 25 June 2018 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
25 Jun 2018		 Same period 2017 Same period 2016
Rank 387 479 558
Rank change year-on-year +92 +79 +9
Contract jobs citing Amazon Redshift 253 102 55
As % of all contract IT jobs advertised in London 0.56% 0.25% 0.13%
As % of the Database & Business Intelligence category 2.23% 1.05% 0.54%
Number of daily rates quoted 196 88 46
London median daily rate £550 £470 £425
Median daily rate % change year-on-year +17.02% +10.59% +13.33%
10th Percentile £425 £342 £338
90th Percentile £675 £650 £550
England median daily rate £538 £488 £450
% change year-on-year +10.26% +8.33% +12.50%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £35.00 - -

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 11,367 9,755 10,254
As % of all contract IT jobs advertised in London 25.17% 24.35% 23.49%
Number of daily rates quoted 8,510 7,072 7,461
London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £356 £325 £313
90th Percentile £675 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 71 46 59
London median hourly rate £30.00 £30.50 £27.50
Median hourly rate % change year-on-year -1.64% +10.91% +0.68%
10th Percentile £20.25 £18.97 £17.45
90th Percentile £47.50 £47.25 £99.20
England median hourly rate £34.50 £30.00 £28.50
% change year-on-year +15.00% +5.26% +14.00%

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 25 June 2018.

Contractor daily rate histogram 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 25 June 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -30 40 £607 +34.78% 22
East London +10 24 £563 -2.17% 5
South London -35 4 £581 +10.71%
West London - 4 £436 - 6
Amazon Redshift
England

For the 6 months to 25 June 2018, 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.

1 228 (90.12%) Amazon AWS
2 167 (66.01%) Python
3 152 (60.08%) SQL
4 107 (42.29%) Apache Spark
5 104 (41.11%) Java
6 102 (40.32%) Big Data
7 100 (39.53%) ETL
8 95 (37.55%) Agile Software Development
9 89 (35.18%) Analytics
10 86 (33.99%) Data Warehouse
11 84 (33.20%) Hadoop
12 80 (31.62%) Amazon S3
13 76 (30.04%) Kafka
14 71 (28.06%) PostgreSQL
15 69 (27.27%) DevOps
16 64 (25.30%) Linux
16 64 (25.30%) Scala
17 63 (24.90%) NoSQL
18 59 (23.32%) Apache Hive
19 54 (21.34%) Data Science
20 50 (19.76%) Apache
21 47 (18.58%) Finance
22 45 (17.79%) Docker
22 45 (17.79%) Analytical Skills
23 44 (17.39%) Business Intelligence
24 43 (17.00%) TDD
25 42 (16.60%) Elasticsearch
26 41 (16.21%) Amazon Kinesis
27 40 (15.81%) Amazon RDS
28 39 (15.42%) Machine Learning

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
1 107 (42.29%) Apache Spark
2 50 (19.76%) Apache
3 42 (16.60%) Elasticsearch
4 24 (9.49%) Apache Pig
5 15 (5.93%) Confluence
6 10 (3.95%) Apache Airflow
6 10 (3.95%) Apache Solr
7 6 (2.37%) SAS
8 3 (1.19%) Luigi
9 2 (0.79%) SharePoint
10 1 (0.40%) MS Exchange
Applications
1 10 (3.95%) Stata
2 4 (1.58%) Microsoft Excel
3 2 (0.79%) SPSS
4 1 (0.40%) Microsoft Office
4 1 (0.40%) Microsoft PowerPoint
4 1 (0.40%) MS Visio
4 1 (0.40%) Shockwave
Business Applications
1 1 (0.40%) Markit EDM
1 1 (0.40%) PolarLake
Cloud Services
1 228 (90.12%) Amazon AWS
2 80 (31.62%) Amazon S3
3 41 (16.21%) Amazon Kinesis
4 39 (15.42%) Amazon EC2
5 38 (15.02%) Serverless
6 37 (14.62%) Amazon EMR
6 37 (14.62%) AWS Lambda
7 26 (10.28%) Microsoft Azure
8 20 (7.91%) Google Cloud Platform
9 17 (6.72%) Virtual Private Cloud
10 12 (4.74%) Google Analytics
11 10 (3.95%) AWS CloudFormation
12 8 (3.16%) Amazon Glacier
12 8 (3.16%) Cloud Computing
13 7 (2.77%) Amazon ELB
13 7 (2.77%) SaaS
14 5 (1.98%) Azure Data Factory
15 4 (1.58%) Amazon CloudWatch
15 4 (1.58%) Datadog
15 4 (1.58%) GitHub
Communications & Networking
1 6 (2.37%) Kerberos
1 6 (2.37%) SSL
1 6 (2.37%) VPN
2 2 (0.79%) HTTP
2 2 (0.79%) OpenLDAP
3 1 (0.40%) LAN
3 1 (0.40%) WAN
Database & Business Intelligence
1 102 (40.32%) Big Data
2 86 (33.99%) Data Warehouse
3 84 (33.20%) Hadoop
4 71 (28.06%) PostgreSQL
5 63 (24.90%) NoSQL
6 59 (23.32%) Apache Hive
7 40 (15.81%) Amazon RDS
8 34 (13.44%) Apache Cassandra
8 34 (13.44%) Relational Database
9 26 (10.28%) Amazon Aurora
9 26 (10.28%) SQL Server
10 23 (9.09%) Flink
11 21 (8.30%) Data Lake
11 21 (8.30%) HBase
12 19 (7.51%) BigQuery
13 18 (7.11%) MySQL
14 17 (6.72%) Amazon DynamoDB
15 15 (5.93%) MongoDB
16 14 (5.53%) Amazon Athena
17 10 (3.95%) Sqoop
Development Applications
1 31 (12.25%) Jenkins
2 20 (7.91%) JIRA
3 11 (4.35%) Git (software)
4 10 (3.95%) RStudio
5 6 (2.37%) FishEye
6 4 (1.58%) JUnit
6 4 (1.58%) Spinnaker
7 3 (1.19%) TeamCity
8 2 (0.79%) ERwin
8 2 (0.79%) GitLab
8 2 (0.79%) Jasmine
8 2 (0.79%) Liquibase
8 2 (0.79%) Mocha
8 2 (0.79%) PHPUnit
9 1 (0.40%) Appium
9 1 (0.40%) Bitbucket
9 1 (0.40%) Cucumber
9 1 (0.40%) NUnit
9 1 (0.40%) Selenium
9 1 (0.40%) Visual Studio
General
1 47 (18.58%) Finance
2 20 (7.91%) Banking
3 15 (5.93%) Marketing
4 7 (2.77%) Games
4 7 (2.77%) Retail
5 5 (1.98%) Advertising
6 3 (1.19%) Telecoms
7 2 (0.79%) Back Office
7 2 (0.79%) Retail Banking
8 1 (0.40%) Automotive
8 1 (0.40%) Digital Economy
8 1 (0.40%) Electronics
8 1 (0.40%) Financial Institution
8 1 (0.40%) Front Office
8 1 (0.40%) Investment Banking
8 1 (0.40%) Publishing
Job Titles
1 105 (41.50%) Data Engineer
2 62 (24.51%) Developer
3 57 (22.53%) AWS Engineer
4 45 (17.79%) Python Engineer
5 40 (15.81%) Senior Data Engineer
6 29 (11.46%) Architect
6 29 (11.46%) Java Developer
7 22 (8.70%) Analyst
8 20 (7.91%) Data Architect
9 18 (7.11%) Big Data Engineer
10 17 (6.72%) AWS Architect
11 16 (6.32%) Big Data Developer
12 15 (5.93%) AWS Developer
13 13 (5.14%) DevOps Engineer
14 10 (3.95%) Big Data Architect
14 10 (3.95%) Data Analyst
15 9 (3.56%) AWS DevOps
15 9 (3.56%) Solutions Architect
15 9 (3.56%) SQL Developer
16 8 (3.16%) Senior Analyst
Libraries, Frameworks & Software Standards
1 76 (30.04%) Kafka
2 27 (10.67%) Web Services
3 20 (7.91%) REST
4 13 (5.14%) HTML
5 11 (4.35%) JSON
6 9 (3.56%) Node.js
6 9 (3.56%) Spring
6 9 (3.56%) XML
7 8 (3.16%) CSS
7 8 (3.16%) HTML5
7 8 (3.16%) JMS
7 8 (3.16%) Natural Language Processing
7 8 (3.16%) React
8 7 (2.77%) Hibernate
8 7 (2.77%) JPA
8 7 (2.77%) JSON Schema
8 7 (2.77%) Samza
9 6 (2.37%) Matplotlib
9 6 (2.37%) Play Framework
9 6 (2.37%) Seaborn
Miscellaneous
1 45 (17.79%) Analytical Skills
2 23 (9.09%) Fintech
3 17 (6.72%) Data Structures
4 16 (6.32%) Algorithms
5 9 (3.56%) Greenfield Project
6 6 (2.37%) Data Centre
7 5 (1.98%) Computer Science
7 5 (1.98%) Derivative
7 5 (1.98%) Enterprise Software
7 5 (1.98%) Linux Command Line
8 3 (1.19%) Digital Media
9 2 (0.79%) Equities
9 2 (0.79%) Fixed Income
9 2 (0.79%) Management Information System
9 2 (0.79%) Marketing Technology
9 2 (0.79%) Self-Motivation
9 2 (0.79%) Smart Home
10 1 (0.40%) Cloud Native
10 1 (0.40%) Clustering
10 1 (0.40%) Foreign Exchange (FX)
Operating Systems
1 64 (25.30%) Linux
2 17 (6.72%) Unix
3 9 (3.56%) Red Hat Enterprise Linux
4 6 (2.37%) Windows
5 4 (1.58%) CentOS
5 4 (1.58%) Ubuntu
6 2 (0.79%) Windows Server
7 1 (0.40%) Android
7 1 (0.40%) Apple iOS
Processes & Methodologies
1 100 (39.53%) ETL
2 95 (37.55%) Agile Software Development
3 89 (35.18%) Analytics
4 69 (27.27%) DevOps
5 54 (21.34%) Data Science
6 44 (17.39%) Business Intelligence
7 43 (17.00%) TDD
8 39 (15.42%) Data Engineering
8 39 (15.42%) Machine Learning
9 35 (13.83%) Open Source
10 28 (11.07%) Software Engineering
11 27 (10.67%) Continuous Integration
12 26 (10.28%) E-Commerce
12 26 (10.28%) Microservices
13 25 (9.88%) Data Modelling
14 24 (9.49%) Performance Tuning
15 22 (8.70%) BDD
15 22 (8.70%) Migration
16 21 (8.30%) Data Analysis
16 21 (8.30%) Scrum
Programming Languages
1 167 (66.01%) Python
2 152 (60.08%) SQL
3 104 (41.11%) Java
4 64 (25.30%) Scala
5 24 (9.49%) Java 8
6 20 (7.91%) Groovy
7 19 (7.51%) R
8 17 (6.72%) JavaScript
9 14 (5.53%) Bash Shell
10 13 (5.14%) Perl
11 12 (4.74%) Shell Script
12 7 (2.77%) Ruby
13 6 (2.37%) C#
13 6 (2.37%) T-SQL
14 5 (1.98%) C++
14 5 (1.98%) Go
15 3 (1.19%) PHP
15 3 (1.19%) PowerShell
16 2 (0.79%) C
16 2 (0.79%) U-SQL
Qualifications
1 18 (7.11%) Security Cleared
2 17 (6.72%) SC Cleared
3 12 (4.74%) DV Cleared
4 8 (3.16%) Degree
5 2 (0.79%) AWS Certification
5 2 (0.79%) Computer Science Degree
6 1 (0.40%) CCNA
6 1 (0.40%) Cisco Certification
Quality Assurance & Compliance
1 18 (7.11%) Data Quality
2 15 (5.93%) GCP
3 13 (5.14%) QA
4 8 (3.16%) GDPR
5 1 (0.40%) PSD2
System Software
1 45 (17.79%) Docker
2 31 (12.25%) Apache Flume
3 25 (9.88%) HDFS
4 3 (1.19%) Active Directory
5 2 (0.79%) Apache ZooKeeper
Systems Management
1 35 (13.83%) Oozie
2 33 (13.04%) Terraform
3 20 (7.91%) Opscode Chef
4 16 (6.32%) Ansible
4 16 (6.32%) Kubernetes
5 10 (3.95%) Packer
6 8 (3.16%) Consul
6 8 (3.16%) Hadoop YARN
7 4 (1.58%) Docker Swarm
7 4 (1.58%) Nagios
7 4 (1.58%) ZABBIX
8 3 (1.19%) Failover Clustering
9 2 (0.79%) Grafana
9 2 (0.79%) Puppet
10 1 (0.40%) Kibana
10 1 (0.40%) logstash
Vendors
1 22 (8.70%) Google
1 22 (8.70%) Tableau
2 21 (8.30%) Oracle
3 16 (6.32%) Salesforce.com
4 14 (5.53%) Red Hat
5 8 (3.16%) Atlassian
5 8 (3.16%) Microsoft
5 8 (3.16%) Splunk
6 6 (2.37%) Hortonworks
6 6 (2.37%) Omniture
7 5 (1.98%) SAP
7 5 (1.98%) Talend
8 4 (1.58%) SaltStack
9 3 (1.19%) Cloudera
9 3 (1.19%) MapR
9 3 (1.19%) Snowplow
9 3 (1.19%) Vertica
10 2 (0.79%) Facebook
10 2 (0.79%) Peoplefluent
10 2 (0.79%) Workday