Period
to 24 June 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 24 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.

Apache Hadoop
England > East of England
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 122 109 149
Rank change year-on-year -13 +40 +1
Contract jobs citing Hadoop 70 86 43
As % of all contract IT jobs advertised in the East of England 1.57% 1.92% 0.86%
As % of the Database & Business Intelligence category 8.22% 10.00% 4.61%
Number of daily rates quoted 56 32 16
East of England median daily rate £475 £438 £445
Median daily rate % change year-on-year +8.57% -1.69% -1.11%
10th Percentile £338 £330 £325
90th Percentile £600 £549 £538
England median daily rate £550 £525 £525
% change year-on-year +4.76% - -1.18%
Number of hourly rates quoted 1 4 1
East of England median hourly rate £45.00 £38.00 £25.00
Median hourly rate % change year-on-year +18.42% +52.00% -
England median hourly rate £47.50 £47.00 £38.00
% change year-on-year +1.06% +23.68% +46.15%

Hadoop 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 852 860 933
As % of all contract IT jobs advertised in the East of England 19.16% 19.22% 18.74%
Number of daily rates quoted 526 515 548
East of England median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56% +4.00%
10th Percentile £288 £264 £232
90th Percentile £563 £563 £527
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 26 20 34
East of England median hourly rate £25.00 £31.25 £36.25
Median hourly rate % change year-on-year -20.00% -13.79% +8.05%
10th Percentile £13.59 £14.71 £25.38
90th Percentile £45.50 £44.08 £48.75
England median hourly rate £34.00 £30.00 £29.25
% change year-on-year +13.33% +2.56% +17.00%

Hadoop
Job Vacancy Trend in the East of England

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

Job vacancy trend for Hadoop in the East of England

Hadoop
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 Hadoop in the East of England.

Contractor daily rate trend for Hadoop in the East of England

Hadoop
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Hadoop in the East of England over the 6 months to 24 June 2018.

Contractor daily rate histogram for Hadoop in the East of England

Hadoop
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Hadoop in the East of England

Hadoop
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 Hadoop within the East of England region over the 6 months to 24 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
Bedfordshire +44 35 £500 - 6
Hertfordshire +6 17 £475 -5.00% 5
Essex -12 8 £450 +34.33% 2
Norfolk -23 5 £550 +22.22%
Cambridgeshire +4 3 £450 +12.50% 3
Suffolk -8 1 - - 1
Hadoop
England

For the 6 months to 24 June 2018, IT contractor jobs citing Hadoop 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 Hadoop.

1 54 (77.14%) Big Data
2 48 (68.57%) Apache Spark
3 43 (61.43%) Python
4 42 (60.00%) Amazon AWS
5 39 (55.71%) Data Science
6 37 (52.86%) Java
7 30 (42.86%) Scala
8 28 (40.00%) Analytics
9 26 (37.14%) SQL
10 25 (35.71%) Amazon EMR
11 24 (34.29%) C++
12 23 (32.86%) OO
13 21 (30.00%) Amazon Kinesis
13 21 (30.00%) Apache Hive
13 21 (30.00%) Oracle
14 20 (28.57%) Agile Software Development
14 20 (28.57%) Amazon EC2
14 20 (28.57%) Amazon RDS
14 20 (28.57%) Amazon Redshift
14 20 (28.57%) Amazon Athena
15 16 (22.86%) Apache Cassandra
16 15 (21.43%) NoSQL
17 14 (20.00%) Retail
18 13 (18.57%) PostgreSQL
18 13 (18.57%) Predictive Modelling
18 13 (18.57%) Linear Programming
18 13 (18.57%) MLlib
19 12 (17.14%) Stakeholder Management
19 12 (17.14%) Data Warehouse
19 12 (17.14%) ETL

Hadoop
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 48 (68.57%) Apache Spark
2 10 (14.29%) Apache Pig
3 8 (11.43%) Apache
3 8 (11.43%) Apache Airflow
3 8 (11.43%) Luigi
3 8 (11.43%) Oracle Workflow
4 2 (2.86%) Apache Solr
4 2 (2.86%) BizTalk Server
4 2 (2.86%) SAS
4 2 (2.86%) SharePoint
4 2 (2.86%) Tomcat
5 1 (1.43%) Cloud Foundry
5 1 (1.43%) Oracle SOA Suite
Applications
1 1 (1.43%) Microsoft Excel
Business Applications
1 2 (2.86%) Dynamics AX
1 2 (2.86%) Dynamics CRM
Cloud Services
1 42 (60.00%) Amazon AWS
2 25 (35.71%) Amazon EMR
3 21 (30.00%) Amazon Kinesis
4 20 (28.57%) Amazon EC2
5 5 (7.14%) Microsoft Azure
6 4 (5.71%) Google Cloud Platform
7 2 (2.86%) Cloud Computing
7 2 (2.86%) IaaS
8 1 (1.43%) Akamai
8 1 (1.43%) Amazon S3
8 1 (1.43%) AWS Lambda
8 1 (1.43%) Google Compute Engine
8 1 (1.43%) Serverless
Communications & Networking
1 2 (2.86%) SAN
1 2 (2.86%) SSH
2 1 (1.43%) BIG-IP
2 1 (1.43%) DNS
2 1 (1.43%) Firewall
2 1 (1.43%) SSL
Database & Business Intelligence
1 54 (77.14%) Big Data
2 21 (30.00%) Apache Hive
3 20 (28.57%) Amazon Athena
3 20 (28.57%) Amazon RDS
3 20 (28.57%) Amazon Redshift
4 16 (22.86%) Apache Cassandra
5 15 (21.43%) NoSQL
6 13 (18.57%) PostgreSQL
7 12 (17.14%) Data Warehouse
8 7 (10.00%) Impala
9 5 (7.14%) Ingres
9 5 (7.14%) MySQL
9 5 (7.14%) Relational Database
9 5 (7.14%) SQL Server
9 5 (7.14%) SQL Server 2008
10 4 (5.71%) Apache Kudu
10 4 (5.71%) OLTP
10 4 (5.71%) RDBMS
11 3 (4.29%) Data Mining
11 3 (4.29%) HBase
Development Applications
1 11 (15.71%) Git (software)
2 2 (2.86%) Jenkins
3 1 (1.43%) JIRA
General
1 14 (20.00%) Retail
2 5 (7.14%) Marketing
3 3 (4.29%) Finance
3 3 (4.29%) Manufacturing
4 1 (1.43%) Banking
4 1 (1.43%) Telecoms
Job Titles
1 27 (38.57%) Data Engineer
2 25 (35.71%) AWS Engineer
3 23 (32.86%) Big Data Engineer
4 15 (21.43%) Data Scientist
5 9 (12.86%) Architect
6 6 (8.57%) Analyst
6 6 (8.57%) Cloud Engineer
6 6 (8.57%) Data Architect
7 5 (7.14%) Big Data Architect
7 5 (7.14%) Hadoop Engineer
7 5 (7.14%) Senior Data Scientist
8 4 (5.71%) Business Analyst
8 4 (5.71%) Data Science Engineer
9 3 (4.29%) Administrator
9 3 (4.29%) Big Data Manager
9 3 (4.29%) Data Manager
9 3 (4.29%) Project Manager
9 3 (4.29%) Senior Cloud Engineer
9 3 (4.29%) Senior Data Engineer
9 3 (4.29%) Technical Architect
Libraries, Frameworks & Software Standards
1 13 (18.57%) MLlib
2 10 (14.29%) Kafka
3 5 (7.14%) Web Services
4 4 (5.71%) Middleware
4 4 (5.71%) XML
4 4 (5.71%) XSLT
5 3 (4.29%) .NET
5 3 (4.29%) TensorFlow
6 2 (2.86%) Akka
6 2 (2.86%) J2EE
7 1 (1.43%) Apache Avro
7 1 (1.43%) Apache Camel
7 1 (1.43%) Deeplearning4j
7 1 (1.43%) MXNet
7 1 (1.43%) Natural Language Processing
7 1 (1.43%) Theano
Miscellaneous
1 9 (12.86%) Data Structures
2 8 (11.43%) Algorithms
3 6 (8.57%) Computer Science
4 3 (4.29%) Analytical Skills
4 3 (4.29%) NHS
5 2 (2.86%) Mobile App
6 1 (1.43%) Analytical Mindset
6 1 (1.43%) FMCG
6 1 (1.43%) Greenfield Project
6 1 (1.43%) IBM Mainframe
6 1 (1.43%) Mainframe
6 1 (1.43%) Replication
6 1 (1.43%) Virtual Team
Operating Systems
1 8 (11.43%) Linux
2 7 (10.00%) Unix
3 3 (4.29%) Red Hat Enterprise Linux
3 3 (4.29%) Solaris
3 3 (4.29%) Windows
4 2 (2.86%) AIX
4 2 (2.86%) CentOS
5 1 (1.43%) VMS
5 1 (1.43%) Windows Server
Processes & Methodologies
1 39 (55.71%) Data Science
2 28 (40.00%) Analytics
3 23 (32.86%) OO
4 20 (28.57%) Agile Software Development
5 13 (18.57%) Linear Programming
5 13 (18.57%) Predictive Modelling
6 12 (17.14%) Business Intelligence
6 12 (17.14%) ETL
6 12 (17.14%) Stakeholder Management
7 11 (15.71%) Data Modelling
7 11 (15.71%) Machine Learning
7 11 (15.71%) MapReduce
7 11 (15.71%) Scrum
8 10 (14.29%) Open Source
9 9 (12.86%) Data Engineering
10 8 (11.43%) Actionable Insight
10 8 (11.43%) Customer Acquisition
10 8 (11.43%) Mathematics
10 8 (11.43%) Performance Metrics
10 8 (11.43%) Workflow
Programming Languages
1 43 (61.43%) Python
2 37 (52.86%) Java
3 30 (42.86%) Scala
4 26 (37.14%) SQL
5 24 (34.29%) C++
6 11 (15.71%) R
7 7 (10.00%) Shell Script
8 2 (2.86%) C
8 2 (2.86%) MATLAB
9 1 (1.43%) Bash Shell
9 1 (1.43%) Bourne shell
9 1 (1.43%) Go
9 1 (1.43%) Ruby
9 1 (1.43%) VBA
Qualifications
1 4 (5.71%) Degree
2 3 (4.29%) Numerate Degree
3 2 (2.86%) PhD
4 1 (1.43%) Computer Science Degree
4 1 (1.43%) Master's Degree
Quality Assurance & Compliance
1 2 (2.86%) PMO
2 1 (1.43%) Data Quality
2 1 (1.43%) GCP
2 1 (1.43%) QA
System Software
1 7 (10.00%) Apache Flume
2 4 (5.71%) HDFS
3 2 (2.86%) Docker
4 1 (1.43%) Active Directory
4 1 (1.43%) Apache ZooKeeper
4 1 (1.43%) Virtual Servers
4 1 (1.43%) VMware Infrastructure
Systems Management
1 8 (11.43%) Oozie
2 4 (5.71%) Ansible
2 4 (5.71%) Terraform
3 2 (2.86%) Opsview
4 1 (1.43%) Hadoop YARN
4 1 (1.43%) Kibana
4 1 (1.43%) Puppet
Vendors
1 21 (30.00%) Oracle
2 5 (7.14%) Cloudera
2 5 (7.14%) IBM
3 4 (5.71%) Alteryx
3 4 (5.71%) Tableau
4 3 (4.29%) Google
4 3 (4.29%) Hortonworks
5 2 (2.86%) Informatica
5 2 (2.86%) MapR
5 2 (2.86%) Microsoft
5 2 (2.86%) SAP
6 1 (1.43%) F5
6 1 (1.43%) Red Hat
6 1 (1.43%) Talend
6 1 (1.43%) Teradata
6 1 (1.43%) VMware