Period
to 18 September 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 18 September 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
18 Sep 2018
Same period 2017 Same period 2016
Rank 112 119 137
Rank change year-on-year +7 +18 +5
Contract jobs citing Hadoop 99 85 61
As % of all contract IT jobs advertised in the East of England 1.97% 1.76% 1.22%
As % of the Database & Business Intelligence category 10.58% 9.36% 5.49%
Number of daily rates quoted 66 20 39
East of England median daily rate £484 £475 £350
Median daily rate % change year-on-year +1.84% +35.71% -22.22%
10th Percentile £388 £338 £230
90th Percentile £606 £565 £480
England median daily rate £534 £537 £525
% change year-on-year -0.51% +2.19% -4.55%
Number of hourly rates quoted 0 1 6
East of England median hourly rate - £17.50 £45.75
Median hourly rate % change year-on-year - -61.75% -8.50%
England median hourly rate £61.25 £35.00 £45.75
% change year-on-year +75.00% -23.50% +36.36%

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 936 908 1,111
As % of all contract IT jobs advertised in the East of England 18.59% 18.76% 22.29%
Number of daily rates quoted 593 513 671
East of England median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% +3.33%
10th Percentile £300 £275 £230
90th Percentile £575 £565 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 20 18 45
East of England median hourly rate £23.50 £30.75 £35.43
Median hourly rate % change year-on-year -23.58% -13.21% -2.93%
10th Percentile £13.66 £15.37 £26.55
90th Percentile £44.63 £40.00 £45.45
England median hourly rate £30.00 £30.00 £29.70
% change year-on-year - +1.00% +7.46%

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 18 September 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 18 September 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 +32 37 £500 -7.83% 5
Cambridgeshire +18 24 £519 +22.06% 9
Essex +9 22 £450 - 1
Hertfordshire +2 10 £475 -17.39%
Norfolk -23 2 £525 +7.69%
Suffolk -16 1 - -
Hadoop
England

For the 6 months to 18 September 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 69 (69.70%) Amazon AWS
2 54 (54.55%) Big Data
3 51 (51.52%) Python
4 45 (45.45%) Apache Spark
5 42 (42.42%) Analytics
6 41 (41.41%) Java
7 38 (38.38%) MySQL
7 38 (38.38%) Agile Software Development
8 36 (36.36%) Data Science
9 34 (34.34%) Amazon EMR
10 31 (31.31%) Amazon Redshift
10 31 (31.31%) Linux
11 29 (29.29%) Apache
12 28 (28.28%) Oracle
12 28 (28.28%) Scala
13 26 (26.26%) SQL
14 25 (25.25%) PostgreSQL
14 25 (25.25%) Amazon Kinesis
14 25 (25.25%) Amazon Athena
15 24 (24.24%) OO
15 24 (24.24%) C++
16 23 (23.23%) Amazon EC2
16 23 (23.23%) Amazon RDS
16 23 (23.23%) NoSQL
16 23 (23.23%) Ansible
17 22 (22.22%) Docker
17 22 (22.22%) Jenkins
17 22 (22.22%) Shell Script
18 21 (21.21%) Apache Hive
18 21 (21.21%) DevOps

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 45 (45.45%) Apache Spark
2 29 (29.29%) Apache
3 12 (12.12%) OpenStack
4 11 (11.11%) nginx
5 10 (10.10%) Confluence
5 10 (10.10%) Tomcat
6 9 (9.09%) Apache Airflow
6 9 (9.09%) Luigi
6 9 (9.09%) Oracle Workflow
7 4 (4.04%) SharePoint
8 3 (3.03%) Apache Pig
8 3 (3.03%) BizTalk Server
9 2 (2.02%) Elasticsearch
9 2 (2.02%) SAS
10 1 (1.01%) Apache Solr
10 1 (1.01%) Cloud Foundry
10 1 (1.01%) Oracle SOA Suite
Applications
1 1 (1.01%) Microsoft Excel
1 1 (1.01%) Microsoft Office
1 1 (1.01%) SPSS
Business Applications
1 3 (3.03%) Dynamics AX
1 3 (3.03%) Dynamics CRM
2 1 (1.01%) Oracle BPM
2 1 (1.01%) SAP MDG
2 1 (1.01%) SAP MDM
Cloud Services
1 69 (69.70%) Amazon AWS
2 34 (34.34%) Amazon EMR
3 25 (25.25%) Amazon Kinesis
4 23 (23.23%) Amazon EC2
5 7 (7.07%) Microsoft Azure
6 5 (5.05%) Amazon S3
7 2 (2.02%) Cloud Computing
7 2 (2.02%) Google Cloud Platform
7 2 (2.02%) IaaS
8 1 (1.01%) Akamai
8 1 (1.01%) GitHub
8 1 (1.01%) SaaS
Communications & Networking
1 12 (12.12%) DNS
1 12 (12.12%) Firewall
2 10 (10.10%) SSH
3 8 (8.08%) Unicast
4 6 (6.06%) SAN
5 1 (1.01%) BIG-IP
5 1 (1.01%) SSL
Database & Business Intelligence
1 54 (54.55%) Big Data
2 38 (38.38%) MySQL
3 31 (31.31%) Amazon Redshift
4 25 (25.25%) Amazon Athena
4 25 (25.25%) PostgreSQL
5 23 (23.23%) Amazon RDS
5 23 (23.23%) NoSQL
6 21 (21.21%) Apache Hive
7 15 (15.15%) Apache Cassandra
8 14 (14.14%) MongoDB
9 11 (11.11%) Ingres
10 10 (10.10%) Data Warehouse
11 8 (8.08%) Amazon Aurora
11 8 (8.08%) Pentaho
12 7 (7.07%) Impala
12 7 (7.07%) Relational Database
13 6 (6.06%) OLTP
13 6 (6.06%) RDBMS
14 5 (5.05%) Apache Kudu
14 5 (5.05%) SQL Server
Development Applications
1 22 (22.22%) Jenkins
2 15 (15.15%) Git (software)
3 12 (12.12%) Vagrant
4 11 (11.11%) JIRA
5 2 (2.02%) GitLab
6 1 (1.01%) Ant
6 1 (1.01%) Atlassian Bamboo
6 1 (1.01%) Oracle APEX
6 1 (1.01%) TeamCity
General
1 11 (11.11%) Retail
2 10 (10.10%) Finance
3 6 (6.06%) Marketing
3 6 (6.06%) Telecoms
4 3 (3.03%) Pharmaceutical
5 2 (2.02%) Publishing
6 1 (1.01%) Manufacturing
Job Titles
1 32 (32.32%) Data Engineer
2 27 (27.27%) AWS Engineer
3 24 (24.24%) Big Data Engineer
4 22 (22.22%) Developer
5 14 (14.14%) Architect
6 10 (10.10%) DevOps Engineer
7 9 (9.09%) Data Scientist
7 9 (9.09%) Unix Developer
8 8 (8.08%) Data Architect
9 7 (7.07%) Big Data Architect
9 7 (7.07%) Pentaho Developer
10 6 (6.06%) Administrator
10 6 (6.06%) Senior Data Engineer
10 6 (6.06%) Senior Data Scientist
11 5 (5.05%) AWS Architect
11 5 (5.05%) Cloud Engineer
11 5 (5.05%) Hadoop Engineer
11 5 (5.05%) Senior DevOps
11 5 (5.05%) Senior DevOps Engineer
12 4 (4.04%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 20 (20.20%) Web Services
2 12 (12.12%) MLlib
3 11 (11.11%) LAMP
3 11 (11.11%) LAPP Stack
3 11 (11.11%) LEMP Stack
4 8 (8.08%) Kafka
5 4 (4.04%) .NET
6 3 (3.03%) Apache Camel
6 3 (3.03%) J2EE
6 3 (3.03%) RESTful
6 3 (3.03%) XML
7 2 (2.02%) Apache Avro
7 2 (2.02%) REST
7 2 (2.02%) SOAP
7 2 (2.02%) Spring
8 1 (1.01%) AngularJS
8 1 (1.01%) Django
8 1 (1.01%) JDBC
8 1 (1.01%) JSON
8 1 (1.01%) TensorFlow
Miscellaneous
1 11 (11.11%) PKI
2 9 (9.09%) Replication
3 7 (7.07%) Computer Science
4 5 (5.05%) Analytical Skills
5 4 (4.04%) Data Structures
6 3 (3.03%) Algorithms
6 3 (3.03%) NHS
7 2 (2.02%) Greenfield Project
7 2 (2.02%) Mobile App
8 1 (1.01%) FMCG
8 1 (1.01%) Smart Meter
8 1 (1.01%) Taxonomies
8 1 (1.01%) Virtual Team
Operating Systems
1 31 (31.31%) Linux
2 20 (20.20%) CentOS
3 17 (17.17%) Unix
4 11 (11.11%) Windows
5 10 (10.10%) Red Hat Enterprise Linux
5 10 (10.10%) Solaris
6 9 (9.09%) AIX
7 1 (1.01%) VMS
7 1 (1.01%) Windows Server
Processes & Methodologies
1 42 (42.42%) Analytics
2 38 (38.38%) Agile Software Development
3 36 (36.36%) Data Science
4 24 (24.24%) OO
5 21 (21.21%) DevOps
6 18 (18.18%) Business Intelligence
7 17 (17.17%) Scrum
8 14 (14.14%) Waterfall
9 13 (13.13%) ETL
10 12 (12.12%) Linear Programming
10 12 (12.12%) Predictive Modelling
10 12 (12.12%) Stakeholder Management
11 11 (11.11%) Data Engineering
11 11 (11.11%) Visualisation
12 10 (10.10%) Data Modelling
12 10 (10.10%) Validation
13 9 (9.09%) Actionable Insight
13 9 (9.09%) User Stories
13 9 (9.09%) Workflow
13 9 (9.09%) Workflow Management
Programming Languages
1 51 (51.52%) Python
2 41 (41.41%) Java
3 28 (28.28%) Scala
4 26 (26.26%) SQL
5 24 (24.24%) C++
6 22 (22.22%) Shell Script
7 13 (13.13%) JavaScript
7 13 (13.13%) Perl
8 12 (12.12%) Bash Shell
8 12 (12.12%) Ruby
9 4 (4.04%) R
10 2 (2.02%) Java 8
11 1 (1.01%) Bourne shell
11 1 (1.01%) C
11 1 (1.01%) Dart
11 1 (1.01%) Go
11 1 (1.01%) Gremlin
11 1 (1.01%) MATLAB
11 1 (1.01%) PL/SQL
11 1 (1.01%) VBA
Qualifications
1 8 (8.08%) Security Cleared
2 7 (7.07%) SC Cleared
3 3 (3.03%) Degree
4 2 (2.02%) Computer Science Degree
5 1 (1.01%) BPSS Clearance
5 1 (1.01%) Master's Degree
5 1 (1.01%) PhD
Quality Assurance & Compliance
1 3 (3.03%) Data Quality
1 3 (3.03%) PMO
2 1 (1.01%) GCP
2 1 (1.01%) GDPR
2 1 (1.01%) QA
System Software
1 22 (22.22%) Docker
2 9 (9.09%) VMware Infrastructure
3 8 (8.08%) Apache Flume
4 7 (7.07%) HDFS
5 1 (1.01%) Active Directory
5 1 (1.01%) Apache ZooKeeper
5 1 (1.01%) Virtual Servers
Systems Management
1 23 (23.23%) Ansible
2 14 (14.14%) Terraform
3 13 (13.13%) Kubernetes
4 12 (12.12%) Puppet
5 11 (11.11%) Nagios
5 11 (11.11%) Opscode Chef
5 11 (11.11%) Salt
5 11 (11.11%) ZABBIX
6 10 (10.10%) Opsview
7 6 (6.06%) Oozie
8 1 (1.01%) Hadoop YARN
8 1 (1.01%) Kibana
8 1 (1.01%) Mesos
Vendors
1 28 (28.28%) Oracle
2 12 (12.12%) Red Hat
2 12 (12.12%) VMware
3 11 (11.11%) CheckPoint
3 11 (11.11%) NetApp
4 8 (8.08%) MicroStrategy
4 8 (8.08%) Tableau
5 6 (6.06%) IBM
6 5 (5.05%) Alteryx
6 5 (5.05%) Hortonworks
6 5 (5.05%) SAP
6 5 (5.05%) Talend
7 4 (4.04%) Cloudera
7 4 (4.04%) Informatica
8 2 (2.02%) MapR
8 2 (2.02%) Microsoft
9 1 (1.01%) Cisco
9 1 (1.01%) Hyperion
9 1 (1.01%) Nokia
9 1 (1.01%) Teradata