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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 173 188 240
Rank change year-on-year
+15 +52
Permanent jobs citing Hadoop 57 71 26
As % of all permanent IT jobs located in Yorkshire 1.00% 1.05% 0.36%
As % of the Database & Business Intelligence category 3.39% 3.14% 1.12%
Number of salaries quoted 53 57 23
Median salary £50,000 £47,500 £42,500
Median salary % change year-on-year
+5.26% +11.76%
90% offered a salary of more than £34,000 £35,000 £36,000
10% offered a salary of more than £60,000 £77,000 £65,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
Hadoop
England

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

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1682 2264 2326
As % of all permanent IT jobs located in Yorkshire 29.56% 33.44% 31.83%
Number of salaries quoted 1435 1929 1889
Median salary £42,500 £40,500 £38,000
Median salary % change year-on-year
+4.93% +6.57%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £52,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Hadoop
Jobs Demand Trend in Yorkshire

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

Hadoop Jobs Demand Trend in Yorkshire

Hadoop
Salary Trend in Yorkshire

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

Hadoop Salary Trend in Yorkshire

Hadoop
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Hadoop across the Yorkshire region over the 3 months to 25 August 2016.

Hadoop Salary Histogram in Yorkshire

Hadoop
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +8 48 £50,000 +5.26% 3
North Yorkshire +22 6 £57,500 +64.28% 2
South Yorkshire +10 2 £33,500 -57.46%
Hadoop
England

Hadoop
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 August 2016, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Hadoop.

1 93 (57.41%) Big Data
2 67 (41.36%) SQL
3 61 (37.65%) Python
4 56 (34.57%) Java
5 51 (31.48%) SQL Server
6 50 (30.86%) Business Intelligence
7 45 (27.78%) NoSQL
8 42 (25.93%) ETL
9 40 (24.69%) Microsoft
10 35 (21.60%) Apache Spark
11 34 (20.99%) Linux
12 32 (19.75%) Cybersecurity
13 30 (18.52%) Data Warehouse
14 28 (17.28%) MS Excel
14 28 (17.28%) Apache Hive
14 28 (17.28%) Amazon AWS
15 27 (16.67%) MongoDB
15 27 (16.67%) Analytics
16 26 (16.05%) MySQL
16 26 (16.05%) Agile Software Development
17 25 (15.43%) SQL Server Reporting Services
18 24 (14.81%) Data Modelling
18 24 (14.81%) CA
18 24 (14.81%) ArcSight
18 24 (14.81%) Security Operations
18 24 (14.81%) Security Operations Centre
19 23 (14.20%) Cyberthreat
19 23 (14.20%) MapReduce
19 23 (14.20%) Scala
20 22 (13.58%) Microsoft Azure

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 35 (21.60%) Apache Spark
2 15 (9.26%) Apache Pig
3 8 (4.94%) Elasticsearch
4 6 (3.70%) SAS
5 3 (1.85%) Apache
6 2 (1.23%) CloudStack
6 2 (1.23%) Liferay
7 1 (0.62%) Apache Solr
7 1 (0.62%) JBoss
7 1 (0.62%) Jetty
7 1 (0.62%) Tomcat
7 1 (0.62%) WebLogic
Applications
1 28 (17.28%) MS Excel
2 3 (1.85%) MS Office
2 3 (1.85%) SPSS
Cloud Services
1 28 (17.28%) Amazon AWS
2 22 (13.58%) Microsoft Azure
3 7 (4.32%) AWS CloudFormation
4 6 (3.70%) Amazon EMR
4 6 (3.70%) Amazon S3
5 3 (1.85%) Cloud Computing
6 2 (1.23%) PaaS
7 1 (0.62%) Google Cloud Platform
Communications & Networking
1 13 (8.02%) Firewall
2 10 (6.17%) DNS
3 8 (4.94%) SAN
4 6 (3.70%) Internet
4 6 (3.70%) NAS
4 6 (3.70%) Reverse Proxy
5 3 (1.85%) DHCP
6 1 (0.62%) Kerberos
6 1 (0.62%) TCP/IP
6 1 (0.62%) VoIP
6 1 (0.62%) VPN
Database & Business Intelligence
1 93 (57.41%) Big Data
2 51 (31.48%) SQL Server
3 45 (27.78%) NoSQL
4 30 (18.52%) Data Warehouse
5 28 (17.28%) Apache Hive
6 27 (16.67%) MongoDB
7 26 (16.05%) MySQL
8 25 (15.43%) SQL Server Reporting Services
9 22 (13.58%) SQL Server Analysis Services
9 22 (13.58%) SQL Server Integration Services
10 21 (12.96%) OLAP
10 21 (12.96%) SQL Server 2012
10 21 (12.96%) SQL Server 2014
10 21 (12.96%) SQL Server 2016
11 17 (10.49%) BusinessObjects
12 13 (8.02%) QlikView
13 11 (6.79%) Power BI
13 11 (6.79%) PowerPivot
13 11 (6.79%) SQL Server 2005
14 10 (6.17%) OLAP Cube
Development Applications
1 15 (9.26%) Git (software)
2 14 (8.64%) JMeter
3 13 (8.02%) Gatling
3 13 (8.02%) LoadRunner
4 10 (6.17%) Jenkins
5 9 (5.56%) Visual Studio
6 7 (4.32%) JIRA
7 4 (2.47%) Talend Open Studio
8 3 (1.85%) JUnit
8 3 (1.85%) Subversion
9 2 (1.23%) IntelliJ
10 1 (0.62%) Eclipse
10 1 (0.62%) Maven
10 1 (0.62%) TeamCity
General
1 18 (11.11%) Finance
2 7 (4.32%) Banking
3 6 (3.70%) Retail
4 2 (1.23%) Games
5 1 (0.62%) Marketing
5 1 (0.62%) Retail Banking
5 1 (0.62%) Telecoms
Job Titles
1 66 (40.74%) Developer
2 18 (11.11%) Java Developer
3 16 (9.88%) Consultant
3 16 (9.88%) ETL Developer
4 14 (8.64%) SSIS Developer
5 13 (8.02%) Business Intelligence Developer
5 13 (8.02%) Software Developer
5 13 (8.02%) SQL Developer
6 12 (7.41%) Performance Engineer
6 12 (7.41%) Performance Test Engineer
6 12 (7.41%) Test Engineer
7 11 (6.79%) Azure Developer
7 11 (6.79%) NoSQL Developer
7 11 (6.79%) SQL Server Developer
8 10 (6.17%) Data Consultant
9 9 (5.56%) Analyst
9 9 (5.56%) Applications Support
9 9 (5.56%) Business Intelligence Consultant
9 9 (5.56%) Java Software Developer
9 9 (5.56%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 13 (8.02%) Kafka
1 13 (8.02%) Node.js
2 12 (7.41%) RabbitMQ
3 10 (6.17%) Web Services
4 9 (5.56%) Velocity
5 7 (4.32%) NumPy
6 6 (3.70%) Apache Flex
7 5 (3.09%) .NET
7 5 (3.09%) Apache Camel
7 5 (3.09%) D3.js
7 5 (3.09%) LAMP
7 5 (3.09%) Spring
8 3 (1.85%) ActiveMQ
8 3 (1.85%) Hibernate
8 3 (1.85%) HTML
9 2 (1.23%) CSS
9 2 (1.23%) J2EE
9 2 (1.23%) Java EE
9 2 (1.23%) SOAP
9 2 (1.23%) Struts
Miscellaneous
1 24 (14.81%) Security Operations Centre
2 23 (14.20%) Cyberthreat
3 18 (11.11%) Cybercrime
4 17 (10.49%) Analytical Skills
4 17 (10.49%) Data Integration
5 15 (9.26%) Management Information System
5 15 (9.26%) Visualisation
6 10 (6.17%) Computer Science
7 6 (3.70%) Client/Server
7 6 (3.70%) Clustering
7 6 (3.70%) Internet of Things
7 6 (3.70%) iPad
8 5 (3.09%) Mathematics
8 5 (3.09%) Statistics
9 3 (1.85%) Algorithms
9 3 (1.85%) Applied Mathematics
9 3 (1.85%) Credit Risk
10 2 (1.23%) Data Centre
10 2 (1.23%) Enterprise Storage
10 2 (1.23%) Public Cloud
Operating Systems
1 34 (20.99%) Linux
2 18 (11.11%) Windows
3 11 (6.79%) Windows Server
4 7 (4.32%) Windows Server 2008
5 6 (3.70%) CentOS
6 4 (2.47%) Red Hat Enterprise Linux
6 4 (2.47%) Unix
7 3 (1.85%) Mac OS X
7 3 (1.85%) Windows 10
7 3 (1.85%) Windows 7
7 3 (1.85%) Windows 8
8 2 (1.23%) Windows Server 2012
9 1 (0.62%) Debian
9 1 (0.62%) Windows Server 2003
Processes & Methodologies
1 50 (30.86%) Business Intelligence
2 42 (25.93%) ETL
3 32 (19.75%) Cybersecurity
4 27 (16.67%) Analytics
5 26 (16.05%) Agile Software Development
6 24 (14.81%) Data Modelling
6 24 (14.81%) Security Operations
7 23 (14.20%) MapReduce
8 22 (13.58%) SIEM
9 19 (11.73%) Data Analytics
10 17 (10.49%) Data Management
11 16 (9.88%) ITIL
11 16 (9.88%) Performance Tuning
12 15 (9.26%) Data Visualisation
13 14 (8.64%) Performance Testing
14 13 (8.02%) Continuous Improvement
14 13 (8.02%) Continuous Integration
14 13 (8.02%) E-Commerce
15 12 (7.41%) Kalman Filter
15 12 (7.41%) SDLC
Programming Languages
1 67 (41.36%) SQL
2 61 (37.65%) Python
3 56 (34.57%) Java
4 23 (14.20%) Scala
5 18 (11.11%) Ruby
6 17 (10.49%) PL/SQL
7 14 (8.64%) JavaScript
8 13 (8.02%) C#
9 11 (6.79%) Bash Shell
10 9 (5.56%) PowerShell
11 8 (4.94%) R
12 7 (4.32%) MATLAB
13 5 (3.09%) Groovy
13 5 (3.09%) PHP
13 5 (3.09%) T-SQL
14 4 (2.47%) C
14 4 (2.47%) C++
14 4 (2.47%) Data Analysis Expressions (DAX)
14 4 (2.47%) Shell Script
15 1 (0.62%) Go
Qualifications
1 10 (6.17%) Degree
2 5 (3.09%) PhD
3 3 (1.85%) CCDE
3 3 (1.85%) CCIE
3 3 (1.85%) CCNP
3 3 (1.85%) CCSP
3 3 (1.85%) Cisco Certification
3 3 (1.85%) VMware Certified Professional (VCP)
4 2 (1.23%) Microsoft Certification
4 2 (1.23%) Postgraduate
5 1 (0.62%) RHCE
Quality Assurance & Compliance
1 4 (2.47%) Data Quality
2 1 (0.62%) QA
System Software
1 20 (12.35%) Apache Flume
2 13 (8.02%) HDFS
3 10 (6.17%) VMware Infrastructure
4 9 (5.56%) Active Directory
5 5 (3.09%) Hyper-V
6 3 (1.85%) KVM
6 3 (1.85%) vSphere
7 2 (1.23%) Apache ZooKeeper
7 2 (1.23%) Docker
8 1 (0.62%) Xen
Systems Management
1 10 (6.17%) Puppet
2 8 (4.94%) CA Single Sign-On
3 6 (3.70%) ArcSight ESM
3 6 (3.70%) Backup Exec
3 6 (3.70%) SCCM
3 6 (3.70%) WSUS
4 4 (2.47%) Opscode Chef
5 3 (1.85%) Ambari
5 3 (1.85%) Ansible
5 3 (1.85%) Oozie
5 3 (1.85%) Salt
6 1 (0.62%) Munin
6 1 (0.62%) Nagios
6 1 (0.62%) OpenNMS
6 1 (0.62%) Zenoss
Vendors
1 40 (24.69%) Microsoft
2 24 (14.81%) ArcSight
2 24 (14.81%) CA
3 22 (13.58%) Cloudera
3 22 (13.58%) HP
3 22 (13.58%) Oracle
4 21 (12.96%) Hortonworks
5 20 (12.35%) Tableau
6 12 (7.41%) SolarWinds
7 10 (6.17%) Cisco
7 10 (6.17%) VMware
8 9 (5.56%) MapR
8 9 (5.56%) Symantec
9 8 (4.94%) Juniper
10 7 (4.32%) Blue Coat
10 7 (4.32%) FireEye
10 7 (4.32%) Forcepoint
10 7 (4.32%) Palo Alto
11 6 (3.70%) Intel
11 6 (3.70%) Splunk
York, North Yorkshire
ISL
Salary: £40000 - £45000 per annum
Posted: 19 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £45,000 per annum
Posted: 3 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 3 days ago
Leeds, West Yorkshire
Spencer Knight Recruitment
Salary: From £55,000 to £65,000 per annum + excellent benefits
Posted: 2 days ago