The table below looks at the statistics for Hadoop skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 153 156 203
Rank change year-on-year
+3 +47
Permanent jobs citing Hadoop 48 62 21
As % of all permanent IT jobs located in West Yorkshire 1.21% 1.32% 0.42%
As % of the Database & Business Intelligence category 4.00% 3.95% 1.30%
Number of salaries quoted 44 48 18
Median salary £50,000 £47,500 £51,250
Median salary % change year-on-year
+5.26% -7.31%
90% offered a salary of more than £34,000 £37,000 £40,000
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
Yorkshire

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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1200 1569 1612
As % of all permanent IT jobs located in West Yorkshire 30.29% 33.30% 32.27%
Number of salaries quoted 1047 1287 1290
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,500 £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 West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Hadoop
Salary Trend in West Yorkshire

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

Hadoop Salary Trend in West Yorkshire

Hadoop
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Hadoop across the West Yorkshire region over the 3 months to 26 August 2016.

Hadoop Salary Histogram in West Yorkshire

Hadoop
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the West Yorkshire region over the 3 months to 26 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
Leeds +24 34 £45,000 -5.26% 6
Bradford -11 7 £50,000 - 1
Hadoop
Yorkshire

Hadoop
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 26 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 West Yorkshire region with a requirement for Hadoop.

1 82 (58.16%) Big Data
2 66 (46.81%) SQL
3 59 (41.84%) Python
4 53 (37.59%) Java
5 49 (34.75%) Business Intelligence
6 43 (30.50%) NoSQL
7 42 (29.79%) SQL Server
8 41 (29.08%) ETL
9 36 (25.53%) Microsoft
10 30 (21.28%) Apache Spark
11 29 (20.57%) Linux
12 28 (19.86%) Cybersecurity
13 27 (19.15%) Data Warehouse
14 25 (17.73%) MySQL
14 25 (17.73%) Apache Hive
14 25 (17.73%) SQL Server Reporting Services
15 24 (17.02%) MS Excel
15 24 (17.02%) Analytics
16 23 (16.31%) ArcSight
16 23 (16.31%) Security Operations
16 23 (16.31%) Security Operations Centre
16 23 (16.31%) Data Modelling
16 23 (16.31%) CA
16 23 (16.31%) Agile Software Development
16 23 (16.31%) Scala
17 22 (15.60%) Amazon AWS
17 22 (15.60%) SQL Server Analysis Services
17 22 (15.60%) Cyberthreat
17 22 (15.60%) MapReduce
18 21 (14.89%) SIEM

Hadoop
Top Related IT Skills in West 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 30 (21.28%) Apache Spark
2 12 (8.51%) Apache Pig
3 8 (5.67%) Elasticsearch
4 6 (4.26%) SAS
5 2 (1.42%) Liferay
6 1 (0.71%) Apache Solr
6 1 (0.71%) CloudStack
6 1 (0.71%) JBoss
6 1 (0.71%) Jetty
6 1 (0.71%) Tomcat
6 1 (0.71%) WebLogic
Applications
1 24 (17.02%) MS Excel
2 3 (2.13%) SPSS
Cloud Services
1 22 (15.60%) Amazon AWS
2 20 (14.18%) Microsoft Azure
3 6 (4.26%) Amazon EMR
3 6 (4.26%) Amazon S3
3 6 (4.26%) AWS CloudFormation
4 2 (1.42%) Cloud Computing
Communications & Networking
1 13 (9.22%) Firewall
2 7 (4.96%) DNS
2 7 (4.96%) SAN
3 6 (4.26%) Internet
3 6 (4.26%) NAS
3 6 (4.26%) Reverse Proxy
4 1 (0.71%) Kerberos
4 1 (0.71%) VoIP
4 1 (0.71%) VPN
Database & Business Intelligence
1 82 (58.16%) Big Data
2 43 (30.50%) NoSQL
3 42 (29.79%) SQL Server
4 27 (19.15%) Data Warehouse
5 25 (17.73%) Apache Hive
5 25 (17.73%) MySQL
5 25 (17.73%) SQL Server Reporting Services
6 22 (15.60%) SQL Server Analysis Services
7 21 (14.89%) OLAP
7 21 (14.89%) SQL Server 2012
7 21 (14.89%) SQL Server 2014
7 21 (14.89%) SQL Server 2016
7 21 (14.89%) SQL Server Integration Services
8 18 (12.77%) MongoDB
9 16 (11.35%) BusinessObjects
10 12 (8.51%) QlikView
11 11 (7.80%) Power BI
11 11 (7.80%) PowerPivot
11 11 (7.80%) SQL Server 2005
12 10 (7.09%) OLAP Cube
Development Applications
1 14 (9.93%) Git (software)
2 13 (9.22%) JMeter
3 12 (8.51%) Gatling
3 12 (8.51%) LoadRunner
4 9 (6.38%) Jenkins
5 8 (5.67%) Visual Studio
6 6 (4.26%) JIRA
7 3 (2.13%) JUnit
7 3 (2.13%) Talend Open Studio
8 2 (1.42%) IntelliJ
8 2 (1.42%) Subversion
9 1 (0.71%) Eclipse
9 1 (0.71%) Maven
9 1 (0.71%) TeamCity
General
1 14 (9.93%) Finance
2 6 (4.26%) Retail
3 5 (3.55%) Banking
4 2 (1.42%) Games
5 1 (0.71%) Retail Banking
5 1 (0.71%) Telecoms
Job Titles
1 63 (44.68%) Developer
2 17 (12.06%) Java Developer
3 16 (11.35%) ETL Developer
4 15 (10.64%) Consultant
5 14 (9.93%) SSIS Developer
6 13 (9.22%) Business Intelligence Developer
6 13 (9.22%) Software Developer
6 13 (9.22%) SQL Developer
7 12 (8.51%) Performance Engineer
7 12 (8.51%) Performance Test Engineer
7 12 (8.51%) Test Engineer
8 11 (7.80%) Azure Developer
8 11 (7.80%) NoSQL Developer
8 11 (7.80%) SQL Server Developer
9 9 (6.38%) Business Intelligence Consultant
9 9 (6.38%) Data Consultant
9 9 (6.38%) Java Software Developer
9 9 (6.38%) Lead Developer
9 9 (6.38%) Lead Software Developer
10 8 (5.67%) Applications Support
Libraries, Frameworks & Software Standards
1 12 (8.51%) Kafka
1 12 (8.51%) Node.js
2 10 (7.09%) RabbitMQ
3 8 (5.67%) Velocity
4 6 (4.26%) Apache Flex
4 6 (4.26%) Web Services
5 5 (3.55%) .NET
5 5 (3.55%) Apache Camel
5 5 (3.55%) D3.js
5 5 (3.55%) NumPy
6 4 (2.84%) LAMP
6 4 (2.84%) Spring
7 2 (1.42%) ActiveMQ
7 2 (1.42%) Hibernate
7 2 (1.42%) J2EE
7 2 (1.42%) Java EE
7 2 (1.42%) REST
7 2 (1.42%) SOAP
8 1 (0.71%) Apache Avro
8 1 (0.71%) Dropwizard
Miscellaneous
1 23 (16.31%) Security Operations Centre
2 22 (15.60%) Cyberthreat
3 17 (12.06%) Cybercrime
3 17 (12.06%) Data Integration
4 15 (10.64%) Analytical Skills
4 15 (10.64%) Visualisation
5 13 (9.22%) Management Information System
6 7 (4.96%) Computer Science
7 6 (4.26%) Client/Server
7 6 (4.26%) Internet of Things
8 5 (3.55%) Clustering
9 4 (2.84%) iPad
10 3 (2.13%) Credit Risk
11 2 (1.42%) Economics
11 2 (1.42%) Mathematics
11 2 (1.42%) Physics
11 2 (1.42%) Statistics
12 1 (0.71%) Enterprise Storage
12 1 (0.71%) Public Cloud
12 1 (0.71%) Replication
Operating Systems
1 29 (20.57%) Linux
2 13 (9.22%) Windows
3 7 (4.96%) Windows Server
4 6 (4.26%) Windows Server 2008
5 5 (3.55%) CentOS
6 4 (2.84%) Unix
7 3 (2.13%) Red Hat Enterprise Linux
8 1 (0.71%) Debian
8 1 (0.71%) Windows Server 2012
Processes & Methodologies
1 49 (34.75%) Business Intelligence
2 41 (29.08%) ETL
3 28 (19.86%) Cybersecurity
4 24 (17.02%) Analytics
5 23 (16.31%) Agile Software Development
5 23 (16.31%) Data Modelling
5 23 (16.31%) Security Operations
6 22 (15.60%) MapReduce
7 21 (14.89%) SIEM
8 18 (12.77%) Data Analytics
9 17 (12.06%) Data Management
10 16 (11.35%) Performance Tuning
11 15 (10.64%) Data Visualisation
11 15 (10.64%) ITIL
12 13 (9.22%) Performance Testing
13 12 (8.51%) Continuous Improvement
13 12 (8.51%) Continuous Integration
13 12 (8.51%) E-Commerce
13 12 (8.51%) Kalman Filter
13 12 (8.51%) Software Engineering
Programming Languages
1 66 (46.81%) SQL
2 59 (41.84%) Python
3 53 (37.59%) Java
4 23 (16.31%) Scala
5 17 (12.06%) PL/SQL
5 17 (12.06%) Ruby
6 12 (8.51%) C#
6 12 (8.51%) JavaScript
7 10 (7.09%) Bash Shell
8 6 (4.26%) PowerShell
8 6 (4.26%) R
9 5 (3.55%) Groovy
9 5 (3.55%) MATLAB
9 5 (3.55%) PHP
9 5 (3.55%) T-SQL
10 4 (2.84%) C
10 4 (2.84%) C++
10 4 (2.84%) Data Analysis Expressions (DAX)
10 4 (2.84%) Shell Script
11 1 (0.71%) Go
Qualifications
1 10 (7.09%) Degree
2 5 (3.55%) PhD
3 2 (1.42%) CCDE
3 2 (1.42%) CCIE
3 2 (1.42%) CCNP
3 2 (1.42%) CCSP
3 2 (1.42%) Cisco Certification
3 2 (1.42%) Postgraduate
3 2 (1.42%) VMware Certified Professional (VCP)
4 1 (0.71%) RHCE
Quality Assurance & Compliance
1 3 (2.13%) Data Quality
2 1 (0.71%) QA
System Software
1 19 (13.48%) Apache Flume
2 10 (7.09%) HDFS
3 9 (6.38%) VMware Infrastructure
4 5 (3.55%) Active Directory
5 3 (2.13%) KVM
6 2 (1.42%) Docker
6 2 (1.42%) Hyper-V
6 2 (1.42%) vSphere
7 1 (0.71%) Xen
Systems Management
1 8 (5.67%) CA Single Sign-On
1 8 (5.67%) Puppet
2 6 (4.26%) ArcSight ESM
3 5 (3.55%) Backup Exec
3 5 (3.55%) SCCM
3 5 (3.55%) WSUS
4 3 (2.13%) Opscode Chef
5 2 (1.42%) Ansible
5 2 (1.42%) Salt
6 1 (0.71%) Ambari
6 1 (0.71%) Munin
6 1 (0.71%) Nagios
6 1 (0.71%) Oozie
6 1 (0.71%) OpenNMS
6 1 (0.71%) Zenoss
Vendors
1 36 (25.53%) Microsoft
2 23 (16.31%) ArcSight
2 23 (16.31%) CA
3 21 (14.89%) Cloudera
3 21 (14.89%) Oracle
4 19 (13.48%) Tableau
5 18 (12.77%) Hortonworks
6 17 (12.06%) HP
7 11 (7.80%) SolarWinds
8 9 (6.38%) Cisco
8 9 (6.38%) VMware
9 8 (5.67%) Juniper
9 8 (5.67%) MapR
10 7 (4.96%) Blue Coat
10 7 (4.96%) FireEye
10 7 (4.96%) Forcepoint
10 7 (4.96%) Palo Alto
10 7 (4.96%) Symantec
11 6 (4.26%) Intel
11 6 (4.26%) Splunk
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 14 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £60000.00 - £70000.00 per annum + Benefits
Posted: 14 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 14 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 4 days ago
Leeds, West Yorkshire
Spencer Knight Recruitment
Salary: From £55,000 to £65,000 per annum + excellent benefits
Posted: 3 days ago