Period
to 12 December 2018

The following table provides summary statistics for contract job vacancies advertised in the East of 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 12 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 > East of England
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 184 186 189
Rank change year-on-year +2 +3 +9
Contract jobs citing Amazon Redshift 26 18 2
As % of all contract IT jobs advertised in the East of England 0.52% 0.35% 0.041%
As % of the Database & Business Intelligence category 2.74% 1.85% 0.19%
Number of daily rates quoted 18 13 0
East of England median daily rate £550 £500 -
Median daily rate % change year-on-year +10.00% - -
England median daily rate £550 £500 £500
% change year-on-year +10.00% - +11.11%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 950 975 1,066
As % of all contract IT jobs advertised in the East of England 19.10% 19.07% 22.09%
Number of daily rates quoted 569 571 648
East of England median daily rate £440 £400 £375
Median daily rate % change year-on-year +10.00% +6.67% -
10th Percentile £313 £295 £230
90th Percentile £575 £575 £538
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 16 20 40
East of England median hourly rate £17.67 £37.00 £36.07
Median hourly rate % change year-on-year -52.24% +2.58% +3.06%
10th Percentile £11.91 £18.73 £15.70
90th Percentile £46.88 £40.38 £45.78
England median hourly rate £33.75 £32.00 £27.50
% change year-on-year +5.47% +16.36% -

Amazon Redshift
Job Vacancy Trend in the East of England

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

Job vacancy trend for Amazon Redshift in the East of England

Amazon Redshift
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Amazon Redshift in the East of England

Amazon Redshift
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Amazon Redshift in the East of England over the 6 months to 12 December 2018.

Contractor daily rate histogram for Amazon Redshift in the East of England

Amazon Redshift
Contract Job Locations in the East of 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 East of England region over the 6 months to 12 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
Cambridgeshire +28 18 £575 +61.18% 2
Bedfordshire +11 6 £563 -10.36%
Hertfordshire -7 2 £475 -5.00% 1
Amazon Redshift
England

For the 6 months to 12 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 East of England region with a requirement for Amazon Redshift.

1 26 (100.00%) Amazon AWS
2 21 (80.77%) Amazon EMR
3 19 (73.08%) Hadoop
4 16 (61.54%) Analytics
4 16 (61.54%) Amazon Aurora
5 15 (57.69%) Apache Hive
5 15 (57.69%) MySQL
6 14 (53.85%) ETL
6 14 (53.85%) Amazon S3
7 13 (50.00%) Agile Software Development
8 12 (46.15%) Big Data
8 12 (46.15%) Apache Spark
9 11 (42.31%) NoSQL
9 11 (42.31%) PostgreSQL
9 11 (42.31%) Web Services
10 10 (38.46%) Java
10 10 (38.46%) Python
10 10 (38.46%) Amazon Kinesis
10 10 (38.46%) Talend
10 10 (38.46%) Amazon RDS
10 10 (38.46%) Amazon Athena
11 9 (34.62%) Analytical Skills
11 9 (34.62%) Visualisation
11 9 (34.62%) Business Intelligence
12 8 (30.77%) Data Warehouse
12 8 (30.77%) MicroStrategy
12 8 (30.77%) Amazon EC2
13 7 (26.92%) REST
13 7 (26.92%) Apache Camel
13 7 (26.92%) Publishing

Amazon Redshift
Co-occurring IT Skills in the East of 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 12 (46.15%) Apache Spark
2 4 (15.38%) Elasticsearch
3 3 (11.54%) SharePoint
4 2 (7.69%) Apache
4 2 (7.69%) Apache Airflow
4 2 (7.69%) BizTalk Server
4 2 (7.69%) Luigi
4 2 (7.69%) Oracle Workflow
5 1 (3.85%) Confluence
5 1 (3.85%) Oracle SOA Suite
5 1 (3.85%) SAS
Applications
1 1 (3.85%) SPSS
Business Applications
1 2 (7.69%) Dynamics AX
1 2 (7.69%) Dynamics CRM
2 1 (3.85%) Oracle BPM
2 1 (3.85%) SAP MDG
2 1 (3.85%) SAP MDM
Cloud Services
1 26 (100.00%) Amazon AWS
2 21 (80.77%) Amazon EMR
3 14 (53.85%) Amazon S3
4 10 (38.46%) Amazon Kinesis
5 8 (30.77%) Amazon EC2
6 6 (23.08%) Amazon SQS
7 4 (15.38%) AWS Lambda
7 4 (15.38%) Serverless
8 2 (7.69%) Amazon CloudWatch
8 2 (7.69%) Amazon ElastiCache
8 2 (7.69%) Amazon ELB
8 2 (7.69%) AWS CloudFormation
8 2 (7.69%) AWS CloudTrail
8 2 (7.69%) AWS Elastic Beanstalk
8 2 (7.69%) GitHub
8 2 (7.69%) Microsoft Azure
8 2 (7.69%) Virtual Private Cloud
Communications & Networking
1 2 (7.69%) VPN
Database & Business Intelligence
1 19 (73.08%) Hadoop
2 16 (61.54%) Amazon Aurora
3 15 (57.69%) Apache Hive
3 15 (57.69%) MySQL
4 12 (46.15%) Big Data
5 11 (42.31%) NoSQL
5 11 (42.31%) PostgreSQL
6 10 (38.46%) Amazon Athena
6 10 (38.46%) Amazon RDS
7 8 (30.77%) Data Warehouse
8 3 (11.54%) BusinessObjects
8 3 (11.54%) Relational Database
8 3 (11.54%) Spotfire
9 2 (7.69%) Amazon DynamoDB
9 2 (7.69%) Amazon QuickSight
9 2 (7.69%) Apache Cassandra
9 2 (7.69%) Data Lake
9 2 (7.69%) Oracle BI EE
9 2 (7.69%) Qlik Sense
10 1 (3.85%) PowerCenter
Development Applications
1 7 (26.92%) GitLab
2 2 (7.69%) Jenkins
3 1 (3.85%) JIRA
3 1 (3.85%) Oracle APEX
General
1 7 (26.92%) Publishing
2 6 (23.08%) Finance
3 5 (19.23%) Pharmaceutical
4 2 (7.69%) Retail
Job Titles
1 15 (57.69%) Data Engineer
2 10 (38.46%) AWS Engineer
3 6 (23.08%) Architect
3 6 (23.08%) Big Data Engineer
3 6 (23.08%) Data Analytics Engineer
4 5 (19.23%) AWS Architect
4 5 (19.23%) Data Architect
5 3 (11.54%) Big Data Architect
5 3 (11.54%) Cloud Engineer
5 3 (11.54%) Senior Data Engineer
6 2 (7.69%) Data Integration Architect
6 2 (7.69%) Data Scientist
6 2 (7.69%) Developer
6 2 (7.69%) ETL Developer
6 2 (7.69%) Integration Architect
6 2 (7.69%) Senior Cloud Engineer
6 2 (7.69%) Senior Data Scientist
6 2 (7.69%) Solutions Architect
6 2 (7.69%) Talend Developer
7 1 (3.85%) Analyst
Libraries, Frameworks & Software Standards
1 11 (42.31%) Web Services
2 7 (26.92%) Apache Camel
2 7 (26.92%) REST
2 7 (26.92%) SOAP
3 2 (7.69%) .NET
3 2 (7.69%) boto
3 2 (7.69%) HTML
3 2 (7.69%) J2EE
3 2 (7.69%) Java EE
3 2 (7.69%) JSON
3 2 (7.69%) Middleware
3 2 (7.69%) MLlib
3 2 (7.69%) Spring
3 2 (7.69%) XML
3 2 (7.69%) YAML
Miscellaneous
1 9 (34.62%) Analytical Skills
2 2 (7.69%) Algorithms
2 2 (7.69%) Linux Command Line
2 2 (7.69%) N-Tier
3 1 (3.85%) Self-Motivation
3 1 (3.85%) Taxonomies
Operating Systems
1 2 (7.69%) Linux
1 2 (7.69%) Unix
1 2 (7.69%) Windows
Processes & Methodologies
1 16 (61.54%) Analytics
2 14 (53.85%) ETL
3 13 (50.00%) Agile Software Development
4 9 (34.62%) Business Intelligence
4 9 (34.62%) Visualisation
5 7 (26.92%) Data Science
6 6 (23.08%) Data Analytics
6 6 (23.08%) Data Integration
6 6 (23.08%) Information Architecture
6 6 (23.08%) OO
6 6 (23.08%) Scrum
7 5 (19.23%) Computer Science
8 4 (15.38%) Integration Testing
8 4 (15.38%) MapReduce
8 4 (15.38%) Release Management
8 4 (15.38%) System Integration Testing
8 4 (15.38%) User Acceptance Testing
9 3 (11.54%) DevOps
9 3 (11.54%) Software Engineering
9 3 (11.54%) Technical Leadership
Programming Languages
1 10 (38.46%) Java
1 10 (38.46%) Python
2 7 (26.92%) SQL
3 6 (23.08%) C++
4 4 (15.38%) Perl
4 4 (15.38%) Scala
5 2 (7.69%) JavaScript
5 2 (7.69%) PL/SQL
Qualifications
1 1 (3.85%) AWS Certification
Quality Assurance & Compliance
1 3 (11.54%) Data Quality
System Software
1 2 (7.69%) Active Directory
1 2 (7.69%) Docker
1 2 (7.69%) Virtual Machines
2 1 (3.85%) Terminal Server
Systems Management
1 2 (7.69%) Docker Swarm
1 2 (7.69%) Kubernetes
1 2 (7.69%) Opscode Chef
1 2 (7.69%) Puppet
1 2 (7.69%) Salt
Vendors
1 10 (38.46%) Talend
2 8 (30.77%) MicroStrategy
3 6 (23.08%) Oracle
4 3 (11.54%) SAP
5 2 (7.69%) Hyperion
5 2 (7.69%) Tableau
6 1 (3.85%) Cisco
6 1 (3.85%) IBM
6 1 (3.85%) Informatica