The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
Rank 144 137 171
Rank change year-on-year
-7 +34
Permanent jobs citing Hadoop 14 49 10
As % of all permanent IT jobs located in Leeds 0.53% 1.52% 0.31%
As % of the Database & Business Intelligence category 1.75% 4.01% 0.97%
Number of salaries quoted 14 33 10
Median salary £46,250 £60,000 £46,250
Median salary % change year-on-year
-22.91% +29.72%
90% offered a salary of more than £40,000 £44,000 £45,000
10% offered a salary of more than £53,500 £79,000 £80,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
799 1223 1032
As % of all permanent IT jobs located in Leeds 30.35% 37.98% 31.60%
Number of salaries quoted 729 976 827
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,500 £30,000 £29,200
10% offered a salary of more than £55,000 £55,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Hadoop
Jobs Demand Trend in Leeds

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

Hadoop Jobs Demand Trend in Leeds

Hadoop
Salary Trend in Leeds

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

Hadoop Salary Trend in Leeds

Hadoop
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Hadoop across the Leeds region over the 3 months to 16 January 2017.

Hadoop Salary Histogram in Leeds

Hadoop
Top 30 Related IT Skills in Leeds

For the 6 months to 16 January 2017, 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 Leeds region with a requirement for Hadoop.

1 44 (68.75%) Big Data
2 37 (57.81%) SQL Server
3 35 (54.69%) ETL
3 35 (54.69%) Business Intelligence
4 32 (50.00%) Python
5 30 (46.88%) Agile Software Development
6 29 (45.31%) SQL
7 25 (39.06%) Data Modelling
8 23 (35.94%) Microsoft
8 23 (35.94%) SQL Server Analysis Services
9 21 (32.81%) SQL Server 2014
9 21 (32.81%) SQL Server 2016
10 20 (31.25%) NoSQL
11 19 (29.69%) Microsoft Azure
11 19 (29.69%) Splunk
12 18 (28.13%) Java
13 17 (26.56%) Data Management
14 16 (25.00%) Data Integration
14 16 (25.00%) OLAP
14 16 (25.00%) SQL Server 2012
14 16 (25.00%) Apache Spark
14 16 (25.00%) OLAP Cube
15 14 (21.88%) Tableau
15 14 (21.88%) Continuous Improvement
15 14 (21.88%) Oracle
15 14 (21.88%) Retail
16 13 (20.31%) MySQL
16 13 (20.31%) C#
16 13 (20.31%) Analytics
16 13 (20.31%) Analytical Skills

Hadoop
Top Related IT Skills in Leeds 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 16 (25.00%) Apache Spark
2 10 (15.63%) SAS
3 6 (9.38%) JBoss
3 6 (9.38%) Jetty
3 6 (9.38%) Tomcat
3 6 (9.38%) WebLogic
4 4 (6.25%) OpenStack
5 3 (4.69%) Apache
5 3 (4.69%) Apache Solr
6 2 (3.13%) Apache Pig
6 2 (3.13%) WebSphere
7 1 (1.56%) Elasticsearch
Applications
1 10 (15.63%) SPSS
2 5 (7.81%) MS Excel
Cloud Services
1 19 (29.69%) Microsoft Azure
2 10 (15.63%) Amazon AWS
3 2 (3.13%) Google Cloud Platform
3 2 (3.13%) IaaS
3 2 (3.13%) Sumo Logic
4 1 (1.56%) Amazon EC2
Communications & Networking
1 2 (3.13%) DNS
1 2 (3.13%) HTTP
1 2 (3.13%) Internet
Database & Business Intelligence
1 44 (68.75%) Big Data
2 37 (57.81%) SQL Server
3 23 (35.94%) SQL Server Analysis Services
4 21 (32.81%) SQL Server 2014
4 21 (32.81%) SQL Server 2016
5 20 (31.25%) NoSQL
6 16 (25.00%) OLAP
6 16 (25.00%) OLAP Cube
6 16 (25.00%) SQL Server 2012
7 13 (20.31%) MySQL
8 12 (18.75%) MongoDB
8 12 (18.75%) Relational Database
9 10 (15.63%) Oracle Database
9 10 (15.63%) RDBMS
10 9 (14.06%) Apache Hive
10 9 (14.06%) SQL Server Integration Services
10 9 (14.06%) SQL Server Reporting Services
11 8 (12.50%) Redis
11 8 (12.50%) Riak
12 7 (10.94%) Data Warehouse
Development Applications
1 4 (6.25%) Appium
1 4 (6.25%) Calabash
1 4 (6.25%) Selenium
2 3 (4.69%) Maven
3 2 (3.13%) Git (software)
3 2 (3.13%) Grunt
3 2 (3.13%) Jenkins
3 2 (3.13%) Vagrant
General
1 14 (21.88%) Retail
2 12 (18.75%) Banking
3 4 (6.25%) Games
3 4 (6.25%) Online Betting
Job Titles
1 40 (62.50%) Developer
2 22 (34.38%) Business Intelligence Developer
3 20 (31.25%) ETL Developer
4 10 (15.63%) Business Consultant
4 10 (15.63%) Business Intelligence Consultant
4 10 (15.63%) Consultant
4 10 (15.63%) Java Developer
5 8 (12.50%) Analytics Consultant
5 8 (12.50%) Data Analytics Consultant
5 8 (12.50%) Data Consultant
5 8 (12.50%) Software Developer
6 5 (7.81%) Java Software Developer
6 5 (7.81%) Lead Developer
6 5 (7.81%) Lead Java Developer
6 5 (7.81%) SQL Developer
7 4 (6.25%) Agile Java Developer
7 4 (6.25%) Lead Software Developer
7 4 (6.25%) Linux Engineer
7 4 (6.25%) Senior Developer
7 4 (6.25%) Systems Engineer
Libraries, Frameworks & Software Standards
1 8 (12.50%) AngularJS
1 8 (12.50%) Node.js
2 6 (9.38%) LAMP
3 5 (7.81%) RabbitMQ
4 3 (4.69%) .NET
5 2 (3.13%) CSS
5 2 (3.13%) CSS3
5 2 (3.13%) ELK Stack
5 2 (3.13%) HTML
5 2 (3.13%) HTML5
5 2 (3.13%) J2EE
5 2 (3.13%) jQuery
5 2 (3.13%) Kafka
5 2 (3.13%) LAPP Stack
5 2 (3.13%) React
6 1 (1.56%) Apache Avro
6 1 (1.56%) JSON
Miscellaneous
1 16 (25.00%) Data Integration
2 13 (20.31%) Analytical Skills
3 10 (15.63%) Credit Risk
4 6 (9.38%) Visualisation
5 4 (6.25%) Data Centre
6 2 (3.13%) Mobile App
6 2 (3.13%) Replication
7 1 (1.56%) Algorithms
7 1 (1.56%) Computer Science
7 1 (1.56%) Data Structures
7 1 (1.56%) Mathematics
7 1 (1.56%) Physics
7 1 (1.56%) Statistics
Operating Systems
1 6 (9.38%) Linux
2 4 (6.25%) Unix
2 4 (6.25%) Windows
2 4 (6.25%) Windows Server
3 3 (4.69%) Windows Server 2003
4 2 (3.13%) CoreOS
Processes & Methodologies
1 35 (54.69%) Business Intelligence
1 35 (54.69%) ETL
2 30 (46.88%) Agile Software Development
3 25 (39.06%) Data Modelling
4 17 (26.56%) Data Management
5 14 (21.88%) Continuous Improvement
6 13 (20.31%) Analytics
7 12 (18.75%) Kanban
7 12 (18.75%) Scrum
8 10 (15.63%) Business Development
8 10 (15.63%) Data Analytics
8 10 (15.63%) Predictive Analytics
9 8 (12.50%) Automated Testing
9 8 (12.50%) Business Analytics
9 8 (12.50%) Coaching
9 8 (12.50%) OO
10 6 (9.38%) DSDM
10 6 (9.38%) OOD
10 6 (9.38%) RUP
10 6 (9.38%) UML
Programming Languages
1 32 (50.00%) Python
2 29 (45.31%) SQL
3 18 (28.13%) Java
4 13 (20.31%) C#
5 12 (18.75%) Data Analysis Expressions (DAX)
6 9 (14.06%) T-SQL
7 8 (12.50%) Scala
8 6 (9.38%) PHP
9 2 (3.13%) Bash Shell
9 2 (3.13%) C++
9 2 (3.13%) Go
9 2 (3.13%) JavaScript
9 2 (3.13%) Perl
10 1 (1.56%) C
10 1 (1.56%) R
10 1 (1.56%) Shell Script
10 1 (1.56%) VBA
Qualifications
1 1 (1.56%) PhD
Quality Assurance & Compliance
1 4 (6.25%) QA
System Software
1 6 (9.38%) Apache Flume
2 5 (7.81%) HDFS
3 2 (3.13%) Docker
3 2 (3.13%) VirtualBox
3 2 (3.13%) VMware Infrastructure
4 1 (1.56%) Apache ZooKeeper
Systems Management
1 4 (6.25%) Ansible
1 4 (6.25%) Opscode Chef
1 4 (6.25%) Puppet
1 4 (6.25%) Salt
2 3 (4.69%) Oozie
3 2 (3.13%) Kubernetes
3 2 (3.13%) Nagios
3 2 (3.13%) ZABBIX
4 1 (1.56%) Ambari
Vendors
1 23 (35.94%) Microsoft
2 19 (29.69%) Splunk
3 14 (21.88%) Oracle
3 14 (21.88%) Tableau
4 9 (14.06%) Cloudera
5 6 (9.38%) VMware
6 4 (6.25%) Cisco
6 4 (6.25%) Citrix
6 4 (6.25%) NetApp
6 4 (6.25%) Symantec
7 2 (3.13%) Google
7 2 (3.13%) New Relic
7 2 (3.13%) Rackspace
7 2 (3.13%) SaltStack
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Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
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Salary: £40000 - £65000 per annum + Negotiable
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