The following table provides summary statistics for contract job vacancies advertised in 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 3 months to 26 June 2017 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
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 114 179 248
Rank change year-on-year +65 +69  
Contract jobs citing Hadoop 925 717 489
As % of all contract IT jobs advertised in England 2.14% 1.47% 0.96%
As % of the Database & Business Intelligence category 9.58% 6.74% 4.06%
Number of daily rates quoted 613 504 315
Median daily rate £525 £536 £525
Median daily rate % change year-on-year -2.09% +2.14%  
90% offered a daily rate of more than £400 £385 £400
10% offered a daily rate of more than £650 £700 £675
UK excluding London median daily rate £435 £475 £450
% change year-on-year -8.42% +5.55%  
Number of hourly rates quoted 3 1 4
Median hourly rate £50.00 £25.00 £26.00
Median hourly rate % change year-on-year +100.00% -3.84%  
UK excluding London median hourly rate £50.00 £25.00 £26.00
% change year-on-year +100.00% -3.84%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9659 10632 12047
As % of all contract IT job vacancies advertised in England 22.38% 21.81% 23.67%
Number of daily rates quoted 6373 7295 7984
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 132 171 176
Median hourly rate £31.00 £30.50 £26.00
Median hourly rate % change year-on-year +1.63% +17.30%  
90% offered a hourly rate of more than £13.00 £12.33 £15.74
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Hadoop
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Hadoop as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in England

Hadoop
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in England.

Contractor daily rate trend for Hadoop in England

Hadoop
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Hadoop in England over the 3 months to 26 June 2017.

Contractor daily rate histogram for Hadoop in England

Hadoop
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Hadoop in England

Hadoop
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Hadoop in England over the 3 months to 26 June 2017.

Contractor hourly rate histogram for Hadoop in England

Hadoop
Contract Job Locations in 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 England region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +30 646 £550 - 139
South East +52 107 £425 -5.55% 23
South West +41 62 £423 -6.11% 9
East of England +22 52 £450 +2.27% 14
North West +10 17 £600 +33.33% 13
West Midlands +14 16 £496 -0.88% 4
North East +69 8 £500 -28.57% 3
East Midlands -5 8 £525 +16.66% 1
Yorkshire -9 4 £425 -19.43% 21
Hadoop
UK

For the 6 months to 26 June 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Hadoop.

1 1220 (66.16%) Big Data
2 844 (45.77%) Apache Spark
3 808 (43.82%) Java
4 686 (37.20%) Agile Software Development
5 619 (33.57%) Python
6 557 (30.21%) Apache Hive
7 500 (27.11%) Scala
8 469 (25.43%) SQL
9 428 (23.21%) Linux
10 427 (23.16%) Analytics
11 372 (20.17%) Finance
12 352 (19.09%) Kafka
13 351 (19.03%) HBase
14 334 (18.11%) DevOps
15 294 (15.94%) Amazon AWS
16 293 (15.89%) Cloudera
17 285 (15.46%) Scrum
18 276 (14.97%) TDD
19 273 (14.80%) Banking
20 269 (14.59%) Unix
21 264 (14.32%) ETL
22 252 (13.67%) HDFS
23 234 (12.69%) NoSQL
24 225 (12.20%) R
25 220 (11.93%) Oracle
26 218 (11.82%) Apache
27 213 (11.55%) Jenkins
28 207 (11.23%) Apache Cassandra
28 207 (11.23%) Docker
29 206 (11.17%) Data Warehouse

Hadoop
Co-occurring IT Skills in 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
1 844 (45.77%) Apache Spark
2 218 (11.82%) Apache
3 168 (9.11%) Apache Pig
4 140 (7.59%) SAS
5 132 (7.16%) Elasticsearch
6 73 (3.96%) Apache Solr
7 46 (2.49%) Confluence
8 33 (1.79%) Tomcat
9 18 (0.98%) nginx
10 17 (0.92%) WebSphere
11 14 (0.76%) Oracle Coherence
12 12 (0.65%) JBoss
13 11 (0.60%) Jupyter
14 10 (0.54%) OpenStack
14 10 (0.54%) WebLogic
15 9 (0.49%) Oracle SOA Suite
16 8 (0.43%) MS Exchange
16 8 (0.43%) SharePoint
17 6 (0.33%) ArcGIS
17 6 (0.33%) DataSynapse
Applications
1 30 (1.63%) Microsoft Excel
1 30 (1.63%) SPSS
2 17 (0.92%) Microsoft Office
3 7 (0.38%) Stata
4 6 (0.33%) Microsoft PowerPoint
5 4 (0.22%) GNU Octave
6 3 (0.16%) MS Visio
7 2 (0.11%) Weka
8 1 (0.054%) HipChat
Business Applications
1 22 (1.19%) SAP Oil and Gas
2 8 (0.43%) Adobe Campaign
2 8 (0.43%) Unica
3 6 (0.33%) Dynamics CRM
4 3 (0.16%) Oracle Applications
5 1 (0.054%) Oracle BPM
5 1 (0.054%) Oracle Receivables
5 1 (0.054%) SAP MDG
5 1 (0.054%) SAP MDM
Cloud Services
1 294 (15.94%) Amazon AWS
2 104 (5.64%) Microsoft Azure
3 59 (3.20%) Amazon EC2
4 46 (2.49%) Amazon S3
4 46 (2.49%) GitHub
5 42 (2.28%) Amazon EMR
6 33 (1.79%) Virtual Private Cloud
7 31 (1.68%) Google Cloud Platform
8 29 (1.57%) Cloud Computing
9 23 (1.25%) PaaS
10 18 (0.98%) IaaS
11 15 (0.81%) Office 365
12 14 (0.76%) SaaS
13 13 (0.70%) Adobe Analytics
14 12 (0.65%) Amazon CloudWatch
15 11 (0.60%) AWS Lambda
16 8 (0.43%) Amazon ELB
17 7 (0.38%) Amazon Kinesis
18 5 (0.27%) AWS CloudFormation
18 5 (0.27%) IBM Cloud
Communications & Networking
1 75 (4.07%) Kerberos
2 48 (2.60%) HTTP
3 33 (1.79%) Firewall
4 30 (1.63%) LDAP
5 22 (1.19%) DNS
6 18 (0.98%) Internet
6 18 (0.98%) TCP/IP
7 16 (0.87%) SSH
8 12 (0.65%) ICMP
8 12 (0.65%) Network Security
8 12 (0.65%) SNMP
8 12 (0.65%) VPN
9 10 (0.54%) NAS
9 10 (0.54%) SAN
9 10 (0.54%) SSL
10 7 (0.38%) tcpdump
10 7 (0.38%) Wireshark
11 5 (0.27%) FTP
11 5 (0.27%) OpenLDAP
12 4 (0.22%) LAN
Database & Business Intelligence
1 1220 (66.16%) Big Data
2 557 (30.21%) Apache Hive
3 351 (19.03%) HBase
4 234 (12.69%) NoSQL
5 207 (11.23%) Apache Cassandra
6 206 (11.17%) Data Warehouse
7 195 (10.57%) MongoDB
8 180 (9.76%) SQL Server
9 153 (8.30%) Impala
10 130 (7.05%) Relational Database
11 123 (6.67%) PostgreSQL
12 110 (5.97%) Sqoop
13 82 (4.45%) MySQL
14 72 (3.90%) Data Lake
15 62 (3.36%) RDBMS
16 59 (3.20%) QlikView
17 58 (3.15%) BusinessObjects
17 58 (3.15%) Neo4j
18 40 (2.17%) Data Mining
19 33 (1.79%) Amazon DynamoDB
Development Applications
1 213 (11.55%) Jenkins
2 189 (10.25%) Git (software)
3 153 (8.30%) JIRA
4 65 (3.52%) Maven
5 43 (2.33%) Cucumber
6 42 (2.28%) Vagrant
7 39 (2.11%) JUnit
8 32 (1.74%) TeamCity
9 31 (1.68%) Talend Open Studio
10 28 (1.52%) IntelliJ
11 26 (1.41%) Eclipse
12 24 (1.30%) Mockito
12 24 (1.30%) Octopus Deploy
13 23 (1.25%) Sonatype Nexus
14 22 (1.19%) Team Foundation Server
15 20 (1.08%) Hudson
16 19 (1.03%) GitLab
16 19 (1.03%) Gradle
17 16 (0.87%) WebDriver
18 15 (0.81%) ERwin
General
1 372 (20.17%) Finance
2 273 (14.80%) Banking
3 113 (6.13%) Investment Banking
4 71 (3.85%) Front Office
5 70 (3.80%) Retail
6 68 (3.69%) Marketing
7 55 (2.98%) Telecoms
8 33 (1.79%) Legal
9 24 (1.30%) Manufacturing
10 21 (1.14%) Electronics
11 15 (0.81%) Retail Banking
12 13 (0.70%) Games
13 12 (0.65%) Financial Institution
14 7 (0.38%) Law
15 6 (0.33%) Pharmaceutical
16 5 (0.27%) Automotive
16 5 (0.27%) Back Office
16 5 (0.27%) Corporate Banking
16 5 (0.27%) Publishing
17 4 (0.22%) Advertising
Job Titles
1 669 (36.28%) Developer
2 269 (14.59%) Java Developer
3 261 (14.15%) Big Data Developer
4 229 (12.42%) Data Engineer
5 215 (11.66%) Architect
6 198 (10.74%) Big Data Engineer
7 183 (9.92%) Hadoop Developer
8 168 (9.11%) Analyst
9 127 (6.89%) Hadoop Engineer
10 122 (6.62%) Data Architect
11 119 (6.45%) Scala Developer
12 113 (6.13%) DevOps Engineer
13 101 (5.48%) Administrator
14 96 (5.21%) Consultant
15 85 (4.61%) Data Scientist
16 83 (4.50%) Senior Developer
17 78 (4.23%) Data Analyst
18 71 (3.85%) Apache Spark Developer
19 67 (3.63%) Business Analyst
20 66 (3.58%) Python Developer
Libraries, Frameworks & Software Standards
1 352 (19.09%) Kafka
2 148 (8.03%) Spring
3 128 (6.94%) REST
4 92 (4.99%) Web Services
5 86 (4.66%) .NET
6 84 (4.56%) AngularJS
7 80 (4.34%) HTML
8 78 (4.23%) JSON
9 66 (3.58%) CSS
10 64 (3.47%) Akka
10 64 (3.47%) RabbitMQ
11 58 (3.15%) Middleware
11 58 (3.15%) Node.js
12 56 (3.04%) RESTful
13 51 (2.77%) HTML5
14 49 (2.66%) Spring Boot
15 48 (2.60%) XML
16 47 (2.55%) Elastic Stack
17 43 (2.33%) J2EE
17 43 (2.33%) Spark Streaming
Miscellaneous
1 182 (9.87%) Analytical Skills
2 120 (6.51%) Algorithms
3 77 (4.18%) Computer Science
4 53 (2.87%) Data Structures
5 50 (2.71%) Greenfield Project
6 49 (2.66%) Management Information System
6 49 (2.66%) User Experience
7 42 (2.28%) Reference Data
8 40 (2.17%) Linux Command Line
8 40 (2.17%) Market Risk
9 33 (1.79%) Public Cloud
10 30 (1.63%) Foreign Exchange (FX)
11 28 (1.52%) Mainframe
12 23 (1.25%) Fintech
13 21 (1.14%) Credit Risk
14 20 (1.08%) Blog
14 20 (1.08%) Data Centre
15 18 (0.98%) Derivative
16 16 (0.87%) Equities
16 16 (0.87%) Virtual Team
Operating Systems
1 428 (23.21%) Linux
2 269 (14.59%) Unix
3 99 (5.37%) Red Hat Enterprise Linux
4 94 (5.10%) Windows
5 53 (2.87%) CentOS
6 50 (2.71%) Ubuntu
7 40 (2.17%) Debian
8 20 (1.08%) Windows Vista
9 16 (0.87%) Solaris
10 10 (0.54%) Windows Server
11 8 (0.43%) AIX
11 8 (0.43%) Apple iOS
11 8 (0.43%) CoreOS
12 7 (0.38%) Fedora
13 6 (0.33%) Android
14 3 (0.16%) Windows Server 2003
15 2 (0.11%) Mac OS X
15 2 (0.11%) MVS
16 1 (0.054%) Windows Server 2012
Processes & Methodologies
1 686 (37.20%) Agile Software Development
2 427 (23.16%) Analytics
3 334 (18.11%) DevOps
4 285 (15.46%) Scrum
5 276 (14.97%) TDD
6 264 (14.32%) ETL
7 202 (10.95%) Business Intelligence
8 196 (10.63%) Machine Learning
8 196 (10.63%) MapReduce
9 175 (9.49%) Data Modelling
10 173 (9.38%) Data Analytics
11 172 (9.33%) Open Source
12 160 (8.68%) Continuous Integration
13 152 (8.24%) BDD
14 143 (7.75%) Microservices
15 117 (6.34%) E-Commerce
16 116 (6.29%) Test Automation
17 113 (6.13%) Visualisation
18 110 (5.97%) Software Engineering
19 105 (5.69%) Data Analysis
Programming Languages
1 808 (43.82%) Java
2 619 (33.57%) Python
3 500 (27.11%) Scala
4 469 (25.43%) SQL
5 225 (12.20%) R
6 138 (7.48%) JavaScript
7 118 (6.40%) Bash Shell
8 116 (6.29%) Shell Script
9 85 (4.61%) C#
10 69 (3.74%) Perl
11 64 (3.47%) Ruby
12 52 (2.82%) C++
13 34 (1.84%) C
14 24 (1.30%) MATLAB
14 24 (1.30%) PL/SQL
15 17 (0.92%) Go
16 15 (0.81%) PHP
17 14 (0.76%) Groovy
17 14 (0.76%) T-SQL
18 11 (0.60%) PowerShell
Qualifications
1 191 (10.36%) Security Cleared
2 143 (7.75%) SC Cleared
3 138 (7.48%) Degree
4 41 (2.22%) Computer Science Degree
5 37 (2.01%) DV Cleared
6 26 (1.41%) Master's Degree
7 20 (1.08%) PhD
8 15 (0.81%) CISSP
9 14 (0.76%) BPSS Clearance
10 11 (0.60%) Microsoft Certification
11 10 (0.54%) CISM
11 10 (0.54%) Numerate Degree
12 8 (0.43%) MCITP
12 8 (0.43%) MCSE
13 7 (0.38%) CESG Certified Professional
13 7 (0.38%) CISA
13 7 (0.38%) Cisco Certification
13 7 (0.38%) CLAS
14 6 (0.33%) CCNA
14 6 (0.33%) CCSP
Quality Assurance & Compliance
1 81 (4.39%) Data Quality
2 73 (3.96%) QA
3 19 (1.03%) MiFID
4 9 (0.49%) PCI DSS
5 6 (0.33%) Disclosure Scotland
5 6 (0.33%) FedRAMP
5 6 (0.33%) JSP 440
6 5 (0.27%) SLA
7 3 (0.16%) Dodd-Frank
7 3 (0.16%) EMIR
7 3 (0.16%) GDPR
7 3 (0.16%) ISAE 3402
7 3 (0.16%) ISO/IEC 27001
7 3 (0.16%) SSAE 16
8 2 (0.11%) CDISC
9 1 (0.054%) GCP
9 1 (0.054%) IFRS
9 1 (0.054%) IFRS 9
9 1 (0.054%) Sarbanes-Oxley
9 1 (0.054%) Solvency II
System Software
1 252 (13.67%) HDFS
2 207 (11.23%) Docker
3 136 (7.38%) Apache Flume
4 85 (4.61%) Apache ZooKeeper
5 39 (2.11%) Active Directory
6 31 (1.68%) VMware Infrastructure
7 16 (0.87%) Virtual Machines
8 11 (0.60%) Oracle RAC
9 10 (0.54%) Hyper-V
10 8 (0.43%) vCloud
11 7 (0.38%) etcd
11 7 (0.38%) flannel
12 5 (0.27%) NFS
13 4 (0.22%) Squid
14 2 (0.11%) KVM
14 2 (0.11%) SRDF
14 2 (0.11%) vSphere
14 2 (0.11%) Xen
15 1 (0.054%) Ceph
15 1 (0.054%) Cronacle
Systems Management
1 173 (9.38%) Ansible
2 132 (7.16%) Hadoop YARN
3 131 (7.10%) Puppet
4 113 (6.13%) Oozie
5 101 (5.48%) Kubernetes
6 97 (5.26%) Opscode Chef
7 76 (4.12%) Terraform
8 36 (1.95%) Mesos
9 26 (1.41%) ZABBIX
10 22 (1.19%) Kibana
11 17 (0.92%) Ambari
11 17 (0.92%) logstash
12 16 (0.87%) SELinux
13 15 (0.81%) Nagios
14 13 (0.70%) OpenAM
14 13 (0.70%) Packer
15 11 (0.60%) Consul
16 10 (0.54%) Graphite
16 10 (0.54%) Salt
16 10 (0.54%) yum
Vendors
1 293 (15.89%) Cloudera
2 220 (11.93%) Oracle
3 127 (6.89%) Hortonworks
4 112 (6.07%) Tableau
5 73 (3.96%) Red Hat
6 69 (3.74%) SAP
7 66 (3.58%) Microsoft
8 61 (3.31%) Teradata
9 55 (2.98%) IBM
10 54 (2.93%) Informatica
11 52 (2.82%) VMware
12 47 (2.55%) Google
13 39 (2.11%) Splunk
14 36 (1.95%) MapR
15 32 (1.74%) Ab Initio
16 31 (1.68%) Talend
17 21 (1.14%) Nuix
18 19 (1.03%) MicroStrategy
18 19 (1.03%) Sybase
19 18 (0.98%) HP
London
TEKsystems
Rate: £650 per annum
Posted: 11 hours ago
City, London
Venturi
Rate: £500 - £600 per day
Posted: 7 hours ago
City, London
LA International
Posted: 15 hours ago
Leeds, West Yorkshire
Difrent
Rate: Up to £400 per day
Posted: 20 hours ago
Leeds, West Yorkshire
Cloud Computing International
Rate: £500 - £650 per day + Expenses
Posted: 8 hours ago
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day
Posted: 18 hours ago
London
Nicoll Curtin
Rate: £450 - £650 per day
Posted: 9 hours ago
London
Sanderson
Rate: £500 - £544 per day
Posted: 12 hours ago
City, London
Spencer Rose
Posted: 13 hours ago
London
People Source Consulting
Rate: £650 - £850 per day
Posted: 13 hours ago
Yorkshire
Talent International
Posted: 3 days ago
Oxfordshire
Square One Resources
Rate: £500 per day
Posted: 4 days ago
London
Coded People
Rate: £500 - £600 per day
Posted: 6 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 4 days ago
London
Experis Ltd
Rate: £330 - £550.00 per day
Posted: 3 days ago
London
Talent International
Rate: £550 - £700 per day
Posted: 4 days ago
London
Parallel Consulting
Posted: 6 days ago
London
McGregor Boyall
Rate: £600 - £700 per day
Posted: 5 days ago
Nottingham, Nottinghamshire
Evolution Recruitment Solutions
Rate: 400 - 450pd
Posted: 4 days ago
City, London
McGregor Boyall
Rate: £650 - £750 per day
Posted: 6 days ago
London
Morgan Mckinley
Rate: £550 - £850 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £440.00 per day + up to £90 travel expenses
Posted: 4 days ago
London
AMS contingency
Rate: Competitive
Posted: 4 days ago
London
Haybrook IT Resourcing Ltd
Rate: Up to £600 per annum
Posted: 4 days ago
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day + Expenses
Posted: 4 days ago
Croydon, Surrey
Difrent
Rate: Up to £400 per day
Posted: 4 days ago
Middlesex
Capita Resourcing - IT Resourcing
Rate: £500 - £525 per day
Posted: 6 days ago
Croydon, Surrey
Difrent
Rate: From £530 to £550 per day
Posted: 4 days ago
Altrincham, Cheshire
Experis Ltd
Rate: £400.00 - £500.00 per day
Posted: 5 days ago
City, London
PBIT Consultants
Rate: From £450 to £500 per day
Posted: 3 days ago