Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 11 December 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 11 December 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
11 Dec 2018		 Same period 2017 Same period 2016
Rank 411 496 560
Rank change year-on-year +85 +64 +9
Contract jobs citing Amazon Redshift 228 153 61
As % of all contract IT jobs advertised in London 0.48% 0.32% 0.14%
As % of the Database & Business Intelligence category 1.99% 1.36% 0.58%
Number of daily rates quoted 182 114 51
London median daily rate £550 £500 £500
Median daily rate % change year-on-year +10.00% - +13.64%
10th Percentile £425 £308 £400
90th Percentile £688 £613 £625
England median daily rate £550 £500 £500
% change year-on-year +10.00% - +11.11%
Number of hourly rates quoted 1 5 0
London median hourly rate £35.00 £57.50 -
Median hourly rate % change year-on-year -39.13% - -
England median hourly rate £35.00 £57.50 -
% change year-on-year -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 11,433 11,281 10,432
As % of all contract IT jobs advertised in London 24.28% 23.76% 23.49%
Number of daily rates quoted 8,543 8,409 7,368
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £352 £325
90th Percentile £675 £663 £638
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 49 63 39
London median hourly rate £27.50 £27.50 £29.88
Median hourly rate % change year-on-year - -7.97% +35.90%
10th Percentile £18.65 £18.30 £15.25
90th Percentile £49.50 £58.75 £68.15
England median hourly rate £35.00 £32.25 £27.50
% change year-on-year +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 2018.

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 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 -17 34 £586 +20.26% 18
South London -4 20 £450 -16.28% 3
East London -19 16 £563 +28.57% 9
West London 0 6 £475 -13.64% 3
North London - 1 £700 - 1
Amazon Redshift
England

For the 6 months to 11 December 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.

1 209 (91.67%) Amazon AWS
2 113 (49.56%) Python
3 107 (46.93%) SQL
4 93 (40.79%) Amazon S3
5 80 (35.09%) Agile Software Development
6 78 (34.21%) Big Data
7 69 (30.26%) Analytics
8 66 (28.95%) ETL
9 64 (28.07%) Data Warehouse
10 63 (27.63%) Amazon EMR
10 63 (27.63%) DevOps
11 60 (26.32%) Java
12 53 (23.25%) Web Services
13 51 (22.37%) Business Intelligence
13 51 (22.37%) Amazon EC2
13 51 (22.37%) NoSQL
14 50 (21.93%) Hadoop
15 46 (20.18%) Scala
15 46 (20.18%) Jenkins
15 46 (20.18%) Apache Spark
16 45 (19.74%) Linux
17 43 (18.86%) Finance
17 43 (18.86%) Analytical Skills
17 43 (18.86%) Kafka
18 40 (17.54%) Tableau
19 37 (16.23%) Relational Database
19 37 (16.23%) Amazon Aurora
20 36 (15.79%) Virtual Private Cloud
21 35 (15.35%) Serverless
21 35 (15.35%) AWS Lambda

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 46 (20.18%) Apache Spark
2 23 (10.09%) Elasticsearch
3 18 (7.89%) Apache Airflow
4 16 (7.02%) Apache
5 15 (6.58%) Confluence
6 6 (2.63%) Apache Pig
7 4 (1.75%) Apache Solr
7 4 (1.75%) Luigi
7 4 (1.75%) SAS
8 2 (0.88%) Jupyter
9 1 (0.44%) OpenStack
Applications
1 4 (1.75%) Microsoft Excel
2 2 (0.88%) Microsoft Office
3 1 (0.44%) Shockwave
3 1 (0.44%) Stata
Business Applications
1 2 (0.88%) Markit EDM
1 2 (0.88%) PolarLake
Cloud Services
1 209 (91.67%) Amazon AWS
2 93 (40.79%) Amazon S3
3 63 (27.63%) Amazon EMR
4 51 (22.37%) Amazon EC2
5 36 (15.79%) Virtual Private Cloud
6 35 (15.35%) AWS Lambda
6 35 (15.35%) Serverless
7 34 (14.91%) Google Cloud Platform
8 33 (14.47%) Amazon Kinesis
9 21 (9.21%) Microsoft Azure
10 16 (7.02%) Amazon Glacier
10 16 (7.02%) Datadog
11 11 (4.82%) Amazon CloudWatch
11 11 (4.82%) AWS CloudFormation
12 6 (2.63%) GitHub
13 5 (2.19%) AWS Elastic Beanstalk
14 3 (1.32%) Amazon ELB
14 3 (1.32%) IaaS
14 3 (1.32%) PaaS
14 3 (1.32%) SaaS
Communications & Networking
1 19 (8.33%) VPN
2 14 (6.14%) Cisco Nexus
2 14 (6.14%) Network Security
3 4 (1.75%) DNS
4 3 (1.32%) Kerberos
4 3 (1.32%) SSL
5 1 (0.44%) DHCP
5 1 (0.44%) Firewall
5 1 (0.44%) Intrusion Detection
5 1 (0.44%) LAN
5 1 (0.44%) VLAN
5 1 (0.44%) WAN
Database & Business Intelligence
1 78 (34.21%) Big Data
2 64 (28.07%) Data Warehouse
3 51 (22.37%) NoSQL
4 50 (21.93%) Hadoop
5 37 (16.23%) Amazon Aurora
5 37 (16.23%) Relational Database
6 31 (13.60%) SQL Server
7 30 (13.16%) BigQuery
8 29 (12.72%) HBase
9 27 (11.84%) PostgreSQL
10 23 (10.09%) Apache Hive
11 20 (8.77%) Data Lake
12 17 (7.46%) Amazon Athena
13 16 (7.02%) Amazon RDS
14 14 (6.14%) Enterprise Data Warehouse
14 14 (6.14%) Parquet
15 13 (5.70%) MySQL
16 12 (5.26%) Power BI
17 11 (4.82%) Amazon DynamoDB
17 11 (4.82%) Apache Cassandra
Development Applications
1 46 (20.18%) Jenkins
2 32 (14.04%) Git (software)
3 20 (8.77%) JIRA
4 14 (6.14%) Sonatype Nexus
5 4 (1.75%) Bitbucket
6 3 (1.32%) FishEye
6 3 (1.32%) Maven
6 3 (1.32%) RStudio
7 2 (0.88%) Team Foundation Server
8 1 (0.44%) Cucumber
8 1 (0.44%) git-flow
8 1 (0.44%) GitLab
8 1 (0.44%) JUnit
8 1 (0.44%) Mockito
8 1 (0.44%) NUnit
8 1 (0.44%) Spinnaker
8 1 (0.44%) TeamCity
8 1 (0.44%) Visual Studio Team System
8 1 (0.44%) Xcode
General
1 43 (18.86%) Finance
2 16 (7.02%) Marketing
3 9 (3.95%) Retail
4 7 (3.07%) Legal
5 6 (2.63%) Back Office
5 6 (2.63%) Front Office
6 5 (2.19%) Advertising
7 4 (1.75%) Banking
8 3 (1.32%) Games
8 3 (1.32%) Publishing
9 2 (0.88%) Financial Institution
10 1 (0.44%) Billing
10 1 (0.44%) Pharmaceutical
10 1 (0.44%) Telecoms
Job Titles
1 75 (32.89%) Data Engineer
2 57 (25.00%) Developer
3 29 (12.72%) Architect
4 27 (11.84%) DevOps Engineer
5 24 (10.53%) AWS Engineer
6 22 (9.65%) Senior Data Engineer
7 18 (7.89%) Analyst
8 17 (7.46%) Java Developer
9 16 (7.02%) Data Architect
10 14 (6.14%) AWS Architect
10 14 (6.14%) Data Analyst
11 13 (5.70%) Python Engineer
12 12 (5.26%) AWS Developer
13 11 (4.82%) Redshift Developer
14 9 (3.95%) AWS DevOps
14 9 (3.95%) Senior DevOps
15 8 (3.51%) Business Intelligence Analyst
15 8 (3.51%) Cloud Engineer
15 8 (3.51%) Lead Developer
15 8 (3.51%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 53 (23.25%) Web Services
2 43 (18.86%) Kafka
3 22 (9.65%) JSON
4 18 (7.89%) REST
5 12 (5.26%) Hibernate
5 12 (5.26%) Lambda Expressions
6 11 (4.82%) JPA
6 11 (4.82%) JSON Schema
6 11 (4.82%) Samza
7 7 (3.07%) .NET
7 7 (3.07%) NumPy
7 7 (3.07%) React
7 7 (3.07%) scikit-learn
8 6 (2.63%) Node.js
9 5 (2.19%) HTML
9 5 (2.19%) Natural Language Processing
10 4 (1.75%) Apache Avro
10 4 (1.75%) HTML5
10 4 (1.75%) SciPy
10 4 (1.75%) XML
Miscellaneous
1 43 (18.86%) Analytical Skills
2 15 (6.58%) Fintech
3 11 (4.82%) Algorithms
3 11 (4.82%) Greenfield Project
4 6 (2.63%) Equities
4 6 (2.63%) Self-Motivation
5 5 (2.19%) Data Structures
5 5 (2.19%) Management Information System
6 4 (1.75%) Over-the-Top Content
7 3 (1.32%) Mobile App
7 3 (1.32%) Virtual Team
8 2 (0.88%) Data Centre
8 2 (0.88%) Derivative
8 2 (0.88%) Enterprise Software
8 2 (0.88%) Fixed Income
8 2 (0.88%) Foreign Exchange (FX)
8 2 (0.88%) Private Cloud
9 1 (0.44%) Blog
9 1 (0.44%) Clustering
9 1 (0.44%) Reference Data
Operating Systems
1 45 (19.74%) Linux
2 30 (13.16%) Red Hat Enterprise Linux
3 15 (6.58%) Unix
4 7 (3.07%) Windows
5 3 (1.32%) Apple iOS
6 1 (0.44%) Android
6 1 (0.44%) CentOS
6 1 (0.44%) Ubuntu
Processes & Methodologies
1 80 (35.09%) Agile Software Development
2 69 (30.26%) Analytics
3 66 (28.95%) ETL
4 63 (27.63%) DevOps
5 51 (22.37%) Business Intelligence
6 34 (14.91%) Data Modelling
7 30 (13.16%) Data Science
7 30 (13.16%) TDD
8 28 (12.28%) Continuous Integration
9 27 (11.84%) Open Source
10 26 (11.40%) BDD
11 25 (10.96%) Visualisation
12 21 (9.21%) E-Commerce
13 18 (7.89%) Machine Learning
13 18 (7.89%) Microservices
13 18 (7.89%) Scrum
14 16 (7.02%) Data Analytics
14 16 (7.02%) Performance Tuning
15 14 (6.14%) ITIL
15 14 (6.14%) Stakeholder Management
Programming Languages
1 113 (49.56%) Python
2 107 (46.93%) SQL
3 60 (26.32%) Java
4 46 (20.18%) Scala
5 17 (7.46%) Java 8
5 17 (7.46%) R
6 11 (4.82%) Groovy
6 11 (4.82%) JavaScript
7 10 (4.39%) C
8 8 (3.51%) Bash Shell
9 5 (2.19%) C++
9 5 (2.19%) Perl
10 4 (1.75%) Ruby
11 3 (1.32%) T-SQL
12 2 (0.88%) C#
12 2 (0.88%) Objective-C
12 2 (0.88%) Shell Script
12 2 (0.88%) VBA
13 1 (0.44%) PowerShell
13 1 (0.44%) VB.NET
Qualifications
1 19 (8.33%) Security Cleared
2 18 (7.89%) SC Cleared
3 14 (6.14%) RHCE
4 13 (5.70%) CCNP
4 13 (5.70%) Cisco Certification
4 13 (5.70%) ITIL Foundation Certificate
5 8 (3.51%) Degree
6 2 (0.88%) AWS Certification
6 2 (0.88%) Computer Science Degree
7 1 (0.44%) DV Cleared
7 1 (0.44%) Master's Degree
7 1 (0.44%) Numerate Degree
Quality Assurance & Compliance
1 5 (2.19%) Data Quality
2 4 (1.75%) GDPR
2 4 (1.75%) QA
System Software
1 21 (9.21%) Docker
2 9 (3.95%) HDFS
3 8 (3.51%) Apache Flume
4 2 (0.88%) Apache ZooKeeper
4 2 (0.88%) Virtual Machines
5 1 (0.44%) Active Directory
Systems Management
1 34 (14.91%) Opscode Chef
2 32 (14.04%) Terraform
3 29 (12.72%) Ansible
4 16 (7.02%) Puppet
5 8 (3.51%) Oozie
6 7 (3.07%) Kubernetes
7 6 (2.63%) Packer
8 4 (1.75%) Nagios
9 3 (1.32%) Hadoop YARN
10 2 (0.88%) ZABBIX
11 1 (0.44%) Consul
11 1 (0.44%) Docker Swarm
11 1 (0.44%) Grafana
11 1 (0.44%) Suricata
Vendors
1 40 (17.54%) Tableau
2 31 (13.60%) Oracle
3 30 (13.16%) Splunk
4 22 (9.65%) Google
5 16 (7.02%) Red Hat
6 15 (6.58%) Qualys
7 14 (6.14%) Cisco
8 7 (3.07%) Greenplum
8 7 (3.07%) SAP
9 6 (2.63%) MicroStrategy
10 5 (2.19%) Hortonworks
10 5 (2.19%) Informatica
10 5 (2.19%) Talend
11 4 (1.75%) Reuters
11 4 (1.75%) Teradata
12 3 (1.32%) Adobe
12 3 (1.32%) Atlassian
12 3 (1.32%) Cloudera
12 3 (1.32%) Salesforce.com
13 2 (0.88%) MapR