The table below looks at the statistics for Hadoop skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Hadoop over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 93 125 -
Rank change year-on-year
+32 -
Contract jobs citing Hadoop 55 27 0
As % of all contract IT jobs located in Yorkshire 1.86% 0.85% -
As % of the Database & Business Intelligence category 7.02% 2.96% -
Number of daily rates quoted 34 14 0
Median daily rate £475 £500 -
Median daily rate % change year-on-year
-5.00% -
UK excluding London median daily rate £450 £450 £450
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.00 £41.78 -
% change year-on-year
+10.11% -
Hadoop
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Contract IT job ads with a match in the
Database & Business Intelligence category
783 912 608
As % of all contract IT jobs located in Yorkshire 26.42% 28.57% 25.46%
Number of daily rates quoted 543 601 356
Median daily rate £380 £350 £325
Median daily rate % change year-on-year
+8.57% +7.69%
90% offered a daily rate of more than £300 £280 £238
10% offered a daily rate of more than £535 £458 £500
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 13 17 9
Median hourly rate £13.19 £16.03 £22.50
Median hourly rate % change year-on-year
-17.69% -28.77%
90% offered a hourly rate of more than £12.50 £10.65 £12.80
10% offered a hourly rate of more than £30.50 £37.04 £50.00
UK excluding London median hourly rate £28.50 £33.00 £25.00
% change year-on-year
-13.63% +32.00%

Hadoop
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Hadoop as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Yorkshire

Hadoop
Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Hadoop across the Yorkshire region.

Hadoop Daily Rate Trend in Yorkshire

Hadoop
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Hadoop across the Yorkshire region over the 3 months to 25 August 2016.

Hadoop Daily Rate Histogram in Yorkshire

Hadoop
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Yorkshire region over the 3 months to 25 August 2016. 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
(Click see detailed
statistics and trends)
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
South Yorkshire +21 28 £525 +5.00%
West Yorkshire +8 25 £463 -7.50% 4
North Yorkshire - 2 £438 - 2
Hadoop
England

Hadoop
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 August 2016, 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 Yorkshire region with a requirement for Hadoop.

1 52 (50.98%) SQL
2 46 (45.10%) HBase
3 45 (44.12%) Data Warehouse
4 44 (43.14%) Apache Hive
5 43 (42.16%) Unix
6 42 (41.18%) Oracle
7 41 (40.20%) SAS
8 39 (38.24%) Finance
9 38 (37.25%) MongoDB
9 38 (37.25%) Open Source
10 37 (36.27%) Java
11 36 (35.29%) Business Intelligence
11 36 (35.29%) Analytical Skills
12 35 (34.31%) Data Modelling
13 34 (33.33%) Agile Software Development
14 33 (32.35%) Data Architecture
15 32 (31.37%) Big Data
16 31 (30.39%) Enterprise Data Warehouse
17 30 (29.41%) Visualisation
17 30 (29.41%) Shell Script
18 29 (28.43%) ERwin
19 28 (27.45%) Informatica
19 28 (27.45%) PostgreSQL
20 27 (26.47%) Linux
21 26 (25.49%) BusinessObjects
21 26 (25.49%) CA
22 25 (24.51%) Pentaho
22 25 (24.51%) Tableau
22 25 (24.51%) Data Visualisation
23 21 (20.59%) Data Integration

Hadoop
Top Related IT Skills in Yorkshire 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 41 (40.20%) SAS
2 20 (19.61%) Apache Spark
3 9 (8.82%) Tomcat
4 8 (7.84%) Apache
4 8 (7.84%) Apache Pig
5 6 (5.88%) IIS
5 6 (5.88%) Oracle Coherence
5 6 (5.88%) Oracle HTTP Server
5 6 (5.88%) WebSphere
6 5 (4.90%) Jetty
7 2 (1.96%) JBoss
8 1 (0.98%) Apache Solr
8 1 (0.98%) Confluence
8 1 (0.98%) Elasticsearch
Applications
1 2 (1.96%) MS Excel
Cloud Services
1 5 (4.90%) Amazon AWS
2 2 (1.96%) PaaS
3 1 (0.98%) Amazon EMR
Communications & Networking
1 7 (6.86%) NAS
1 7 (6.86%) SAN
2 6 (5.88%) FCoE
2 6 (5.88%) Fibre Channel
2 6 (5.88%) HTTP
2 6 (5.88%) iSCSI
2 6 (5.88%) LAN
2 6 (5.88%) Multicast
2 6 (5.88%) WAN
3 3 (2.94%) Network Security
4 2 (1.96%) LDAP
4 2 (1.96%) TCP/IP
5 1 (0.98%) Internet
Database & Business Intelligence
1 46 (45.10%) HBase
2 45 (44.12%) Data Warehouse
3 44 (43.14%) Apache Hive
4 38 (37.25%) MongoDB
5 32 (31.37%) Big Data
6 31 (30.39%) Enterprise Data Warehouse
7 28 (27.45%) PostgreSQL
8 26 (25.49%) BusinessObjects
9 25 (24.51%) Pentaho
10 13 (12.75%) DB2
11 10 (9.80%) Data Lake
11 10 (9.80%) NoSQL
12 7 (6.86%) Apache Cassandra
12 7 (6.86%) SQL Server
13 6 (5.88%) Sqoop
14 5 (4.90%) Base SAS
14 5 (4.90%) MySQL
14 5 (4.90%) Oracle Database
14 5 (4.90%) SAS Enterprise Guide
15 4 (3.92%) SAS Data Integration Studio
Development Applications
1 29 (28.43%) ERwin
2 6 (5.88%) Git (software)
3 5 (4.90%) Jenkins
4 3 (2.94%) JUnit
5 2 (1.96%) Ant
5 2 (1.96%) DbUnit
5 2 (1.96%) Gradle
5 2 (1.96%) JIRA
5 2 (1.96%) jMock
5 2 (1.96%) Maven
5 2 (1.96%) Mockito
5 2 (1.96%) SonarQube
6 1 (0.98%) Hudson
6 1 (0.98%) Subversion
General
1 39 (38.24%) Finance
2 21 (20.59%) Banking
3 6 (5.88%) Games
4 1 (0.98%) Billing
4 1 (0.98%) Retail
4 1 (0.98%) Retail Banking
4 1 (0.98%) Telecoms
Job Titles
1 46 (45.10%) Architect
2 29 (28.43%) Data Architect
3 27 (26.47%) Enterprise Architect
4 20 (19.61%) Developer
5 18 (17.65%) Enterprise Data Architect
6 14 (13.73%) Java Developer
7 12 (11.76%) Administrator
8 11 (10.78%) Senior Architect
8 11 (10.78%) Senior Enterprise Architect
9 10 (9.80%) Big Data Architect
10 9 (8.82%) Data Warehouse Architect
11 7 (6.86%) Hadoop Developer
11 7 (6.86%) Scala Developer
12 6 (5.88%) Infrastructure Architect
12 6 (5.88%) Java Hadoop Developer
12 6 (5.88%) SAS Administrator
13 5 (4.90%) Apache Spark Developer
13 5 (4.90%) DBA
13 5 (4.90%) Java Scala Developer
13 5 (4.90%) Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (8.82%) J2EE
2 8 (7.84%) Hibernate
3 6 (5.88%) HTML
3 6 (5.88%) Middleware
3 6 (5.88%) Rendezvous
3 6 (5.88%) XML
3 6 (5.88%) XSLT
4 4 (3.92%) Web Services
5 3 (2.94%) Dropwizard
5 3 (2.94%) RESTful
5 3 (2.94%) Spring
6 2 (1.96%) Apache Tez
6 2 (1.96%) Node.js
6 2 (1.96%) PowerMock
6 2 (1.96%) SOAP
7 1 (0.98%) ActiveMQ
7 1 (0.98%) Apache Camel
7 1 (0.98%) Cascading
7 1 (0.98%) LAMP
7 1 (0.98%) NumPy
Miscellaneous
1 36 (35.29%) Analytical Skills
2 30 (29.41%) Visualisation
3 21 (20.59%) Data Integration
4 17 (16.67%) Algorithms
5 11 (10.78%) Management Information System
6 7 (6.86%) Statistics
7 3 (2.94%) Digital Media
8 2 (1.96%) Client/Server
8 2 (1.96%) iSeries
8 2 (1.96%) Neural Network
9 1 (0.98%) CLARiiON
9 1 (0.98%) Clustering
9 1 (0.98%) Computer Science
9 1 (0.98%) Data Extraction
9 1 (0.98%) Enterprise Storage
9 1 (0.98%) Hybrid Cloud
9 1 (0.98%) IBM XIV
9 1 (0.98%) Mathematics
9 1 (0.98%) Physics
9 1 (0.98%) Social Network
Operating Systems
1 43 (42.16%) Unix
2 27 (26.47%) Linux
3 15 (14.71%) Windows
4 7 (6.86%) Red Hat Enterprise Linux
5 6 (5.88%) Solaris
6 4 (3.92%) CentOS
7 2 (1.96%) AIX
7 2 (1.96%) Windows Server
8 1 (0.98%) SUSE
8 1 (0.98%) zOS
Processes & Methodologies
1 38 (37.25%) Open Source
2 36 (35.29%) Business Intelligence
3 35 (34.31%) Data Modelling
4 34 (33.33%) Agile Software Development
5 33 (32.35%) Data Architecture
6 25 (24.51%) Data Visualisation
7 17 (16.67%) Data Transformation
8 14 (13.73%) Logical Data Model
8 14 (13.73%) Physical Data Model
9 13 (12.75%) Data Management
10 12 (11.76%) ETL
10 12 (11.76%) Performance Tuning
11 11 (10.78%) TDD
12 10 (9.80%) Analytics
12 10 (9.80%) Information Management
12 10 (9.80%) SFIA
13 9 (8.82%) Service Delivery
14 8 (7.84%) High Availability
15 7 (6.86%) Continuous Integration
15 7 (6.86%) Machine Learning
Programming Languages
1 52 (50.98%) SQL
2 37 (36.27%) Java
3 30 (29.41%) Shell Script
4 17 (16.67%) JavaScript
5 14 (13.73%) Scala
6 10 (9.80%) Python
7 8 (7.84%) C++
8 5 (4.90%) PL/SQL
8 5 (4.90%) R
9 4 (3.92%) PHP
10 3 (2.94%) Bash Shell
10 3 (2.94%) HiveQL
10 3 (2.94%) MATLAB
10 3 (2.94%) Perl
11 1 (0.98%) T-SQL
Qualifications
1 5 (4.90%) SAS Certification
2 4 (3.92%) BPSS Clearance
3 3 (2.94%) Degree
4 2 (1.96%) Security Cleared
5 1 (0.98%) CCDE
5 1 (0.98%) CCIE
5 1 (0.98%) CCNP
5 1 (0.98%) CCSP
5 1 (0.98%) Cisco Certification
5 1 (0.98%) CISSP
5 1 (0.98%) PhD
5 1 (0.98%) VERITAS Certified Professional (VCP)
5 1 (0.98%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 1 (0.98%) Data Quality
1 1 (0.98%) Disclosure Scotland
System Software
1 7 (6.86%) VMware Infrastructure
2 6 (5.88%) Hyper-V
2 6 (5.88%) KVM
2 6 (5.88%) NFS
2 6 (5.88%) Oracle RAC
2 6 (5.88%) SRDF
2 6 (5.88%) Xen
3 4 (3.92%) Active Directory
4 3 (2.94%) Docker
4 3 (2.94%) HDFS
5 2 (1.96%) Apache Flume
6 1 (0.98%) Veritas Cluster Server
Systems Management
1 5 (4.90%) Data Guard
1 5 (4.90%) Oracle RMAN
2 4 (3.92%) Control-M
3 3 (2.94%) Nagios
4 1 (0.98%) Ansible
4 1 (0.98%) Cacti
4 1 (0.98%) Graphite
4 1 (0.98%) NetBackup
4 1 (0.98%) Opscode Chef
4 1 (0.98%) Opsview
4 1 (0.98%) Puppet
4 1 (0.98%) Salt
4 1 (0.98%) SolarWinds Orion
Vendors
1 42 (41.18%) Oracle
2 28 (27.45%) Informatica
3 26 (25.49%) CA
4 25 (24.51%) Tableau
5 8 (7.84%) Platfora
5 8 (7.84%) Sybase
6 7 (6.86%) Cisco
6 7 (6.86%) EMC
6 7 (6.86%) IBM
6 7 (6.86%) NetApp
6 7 (6.86%) VMware
7 6 (5.88%) DataSynapse
7 6 (5.88%) Hortonworks
7 6 (5.88%) Intel
7 6 (5.88%) TIBCO
8 5 (4.90%) Red Hat
8 5 (4.90%) Teradata
9 2 (1.96%) Ab Initio
9 2 (1.96%) Cloudera
9 2 (1.96%) Netezza