The table below looks at the statistics for Hadoop skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 178 214 201
Rank change year-on-year
+36 -13
Permanent jobs citing Hadoop 67 14 12
As % of all permanent IT jobs located in the West Midlands 1.09% 0.26% 0.24%
As % of the Database & Business Intelligence category 4.16% 0.75% 0.72%
Number of salaries quoted 46 13 12
Median salary £57,500 £57,500 £42,500
Median salary % change year-on-year
- +35.29%
UK excluding London median salary £50,000 £50,000 £50,000
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 West Midlands region.

Database & Business Intelligence Category
West Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
1610 1876 1673
As % of all permanent IT jobs located in the West Midlands 26.17% 35.06% 33.76%
Number of salaries quoted 1349 1654 1439
Median salary £41,000 £40,000 £37,500
Median salary % change year-on-year
+2.50% +6.66%
90% offered a salary of more than £27,500 £25,000 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Hadoop
Jobs Demand Trend in the West Midlands

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

Hadoop Jobs Demand Trend in the West Midlands

Hadoop
Salary Trend in the West Midlands

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

Hadoop Salary Trend in the West Midlands

Hadoop
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Hadoop across the West Midlands region over the 3 months to 5 May 2016.

Hadoop Salary Histogram in the West Midlands

Hadoop
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the West Midlands region over the 3 months to 5 May 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
Warwickshire +32 53 £60,000 +4.34% 5
Birmingham -15 2 £73,750 +31.11% 1
Worcestershire - 2 £42,500 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the West Midlands

For the 6 months to 5 May 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 Midlands region with a requirement for Hadoop.

1 133 (97.08%) Big Data
2 130 (94.89%) Apache Spark
3 116 (84.67%) Apache Cassandra
4 97 (70.80%) Java
5 82 (59.85%) Degree
6 81 (59.12%) Analytics
7 79 (57.66%) Data Management
7 79 (57.66%) SQL
8 73 (53.28%) Python
9 72 (52.55%) PostgreSQL
10 61 (44.53%) Scala
11 56 (40.88%) Apache Hive
12 54 (39.42%) Apache Pig
13 52 (37.96%) Apache Flume
13 52 (37.96%) MapReduce
13 52 (37.96%) Business Intelligence
14 51 (37.23%) Sqoop
15 50 (36.50%) Oozie
15 50 (36.50%) Impala
15 50 (36.50%) Open Source
15 50 (36.50%) Agile Software Development
16 48 (35.04%) Linux
17 46 (33.58%) Oracle
17 46 (33.58%) MongoDB
18 44 (32.12%) Apache
19 41 (29.93%) HBase
20 40 (29.20%) Cloudera
20 40 (29.20%) SQL Server
21 39 (28.47%) Hortonworks
21 39 (28.47%) MapR

Hadoop
Top Related IT Skills in the West Midlands 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
1 130 (94.89%) Apache Spark
2 54 (39.42%) Apache Pig
3 44 (32.12%) Apache
4 33 (24.09%) GlassFish
4 33 (24.09%) JBoss
4 33 (24.09%) WildFly
5 10 (7.30%) Confluence
5 10 (7.30%) Elasticsearch
6 2 (1.46%) Mule
6 2 (1.46%) SAS
7 1 (0.73%) Apache Solr
7 1 (0.73%) SharePoint
7 1 (0.73%) SharePoint 2013
Business Applications
1 1 (0.73%) Oracle EBS
1 1 (0.73%) Oracle Retail
Cloud Services
1 1 (0.73%) Amazon AWS
1 1 (0.73%) Microsoft Azure
1 1 (0.73%) Office 365
Communications & Networking
1 10 (7.30%) Internet
Database & Business Intelligence
1 133 (97.08%) Big Data
2 116 (84.67%) Apache Cassandra
3 72 (52.55%) PostgreSQL
4 56 (40.88%) Apache Hive
5 51 (37.23%) Sqoop
6 50 (36.50%) Impala
7 46 (33.58%) MongoDB
8 41 (29.93%) HBase
9 40 (29.20%) SQL Server
10 38 (27.74%) NoSQL
11 33 (24.09%) MySQL
12 10 (7.30%) Apache Accumulo
12 10 (7.30%) IBM InfoSphere
12 10 (7.30%) Neo4j
13 3 (2.19%) Relational Database
14 1 (0.73%) Data Warehouse
14 1 (0.73%) DB2
14 1 (0.73%) RDBMS
Development Applications
1 33 (24.09%) Hudson
1 33 (24.09%) JBehave
1 33 (24.09%) Jenkins
1 33 (24.09%) JUnit
2 10 (7.30%) JIRA
3 3 (2.19%) Git (software)
4 2 (1.46%) Mercurial
4 2 (1.46%) Subversion
5 1 (0.73%) Oracle Forms
General
1 35 (25.55%) Marketing
1 35 (25.55%) Retail
2 2 (1.46%) Finance
3 1 (0.73%) Manufacturing
3 1 (0.73%) Publishing
Job Titles
1 46 (33.58%) Developer
2 38 (27.74%) Administrator
2 38 (27.74%) Hadoop Administrator
3 36 (26.28%) Java Developer
4 34 (24.82%) Data Scientist
4 34 (24.82%) Senior Data Scientist
5 33 (24.09%) Senior Developer
5 33 (24.09%) Senior Java Developer
6 12 (8.76%) Hadoop Engineer
6 12 (8.76%) Java Engineer
7 10 (7.30%) Big Data Developer
8 5 (3.65%) Apache Spark Developer
8 5 (3.65%) Architect
8 5 (3.65%) Hadoop Developer
9 4 (2.92%) Data Architect
10 3 (2.19%) Big Data Architect
10 3 (2.19%) Java Software Developer
10 3 (2.19%) Senior Java Software Developer
10 3 (2.19%) Senior Software Developer
10 3 (2.19%) Technical Architect
Libraries, Frameworks & Software Standards
1 38 (27.74%) LAPP Stack
2 37 (27.01%) Spring
3 35 (25.55%) Java EE
3 35 (25.55%) RESTful
4 33 (24.09%) Hibernate
4 33 (24.09%) HornetQ
4 33 (24.09%) JAX-RS
4 33 (24.09%) JMS
4 33 (24.09%) JPA
4 33 (24.09%) RESTEasy
5 14 (10.22%) Web Services
6 10 (7.30%) Kafka
6 10 (7.30%) OpenCL
6 10 (7.30%) ZeroMQ
7 3 (2.19%) REST
8 2 (1.46%) SOAP
9 1 (0.73%) AngularJS
9 1 (0.73%) Ember.js
9 1 (0.73%) J2EE
9 1 (0.73%) XML
Miscellaneous
1 34 (24.82%) Algorithms
2 33 (24.09%) Artificial Intelligence
2 33 (24.09%) Mathematics
2 33 (24.09%) Mobile App
3 29 (21.17%) Management Information System
4 28 (20.44%) Digital Media
4 28 (20.44%) Social Media
5 23 (16.79%) Analytical Skills
6 10 (7.30%) Internet of Things
6 10 (7.30%) VHDL
7 6 (4.38%) Smart Meter
7 6 (4.38%) Statistics
8 1 (0.73%) Enterprise Software
8 1 (0.73%) Grid Computing
8 1 (0.73%) Ontologies
8 1 (0.73%) Taxonomies
8 1 (0.73%) User Experience
8 1 (0.73%) Visualisation
Operating Systems
1 48 (35.04%) Linux
2 33 (24.09%) Android
2 33 (24.09%) Apple iOS
3 11 (8.03%) Windows
4 10 (7.30%) Mac OS X
5 1 (0.73%) Unix
5 1 (0.73%) Windows Server
Processes & Methodologies
1 81 (59.12%) Analytics
2 79 (57.66%) Data Management
3 52 (37.96%) Business Intelligence
3 52 (37.96%) MapReduce
4 50 (36.50%) Agile Software Development
4 50 (36.50%) Open Source
5 38 (27.74%) ETL
5 38 (27.74%) Performance Tuning
6 36 (26.28%) Continuous Integration
6 36 (26.28%) SOA
7 35 (25.55%) Scrum
8 34 (24.82%) Data Analysis
8 34 (24.82%) Predictive Modelling
8 34 (24.82%) Software Engineering
8 34 (24.82%) Statistical Modelling
8 34 (24.82%) Unit Testing
9 33 (24.09%) DSDM
9 33 (24.09%) Functional Testing
9 33 (24.09%) Software Delivery
9 33 (24.09%) TDD
Programming Languages
1 97 (70.80%) Java
2 79 (57.66%) SQL
3 73 (53.28%) Python
4 61 (44.53%) Scala
5 38 (27.74%) Shell Script
6 35 (25.55%) R
7 33 (24.09%) Clojure
8 10 (7.30%) C
8 10 (7.30%) C++
8 10 (7.30%) Perl
8 10 (7.30%) Ruby
9 2 (1.46%) MATLAB
10 1 (0.73%) JavaScript
10 1 (0.73%) PHP
10 1 (0.73%) PL/SQL
Qualifications
1 82 (59.85%) Degree
2 12 (8.76%) SC Cleared
2 12 (8.76%) Security Cleared
3 10 (7.30%) DV Cleared
Quality Assurance & Compliance
1 1 (0.73%) Data Quality
System Software
1 52 (37.96%) Apache Flume
2 38 (27.74%) HDFS
3 10 (7.30%) Apache ZooKeeper
4 1 (0.73%) vCloud
Systems Management
1 50 (36.50%) Oozie
2 38 (27.74%) Hadoop YARN
Vendors
1 46 (33.58%) Oracle
2 40 (29.20%) Cloudera
3 39 (28.47%) Hortonworks
3 39 (28.47%) MapR
4 33 (24.09%) Facebook
4 33 (24.09%) Twitter
5 10 (7.30%) Atlassian
5 10 (7.30%) IBM
6 2 (1.46%) Ab Initio
7 1 (0.73%) Cisco
7 1 (0.73%) JDA
7 1 (0.73%) Microsoft
7 1 (0.73%) MicroStrategy
7 1 (0.73%) RedPrairie
7 1 (0.73%) SAP
7 1 (0.73%) Tableau
7 1 (0.73%) Teradata
7 1 (0.73%) Vertica
7 1 (0.73%) webMethods
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