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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 166 218 212
Rank change year-on-year
+52 -6
Permanent jobs citing Hadoop 79 12 12
As % of all permanent IT jobs located in the West Midlands 1.27% 0.22% 0.23%
As % of the Database & Business Intelligence category 4.92% 0.68% 0.66%
Number of salaries quoted 51 12 12
Median salary £57,500 £57,500 £42,500
Median salary % change year-on-year
- +35.29%
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+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 West Midlands region.

Database & Business Intelligence Category
West Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
1607 1770 1805
As % of all permanent IT jobs located in the West Midlands 25.89% 33.04% 34.63%
Number of salaries quoted 1346 1549 1557
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £25,000 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 28 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 28 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 +46 65 £60,000 +4.34% 2
Birmingham - 2 £73,750 - 2
Staffordshire - 2 £25,000 -
Worcestershire - 2 £42,500 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the West Midlands

For the 6 months to 28 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.

1 151 (92.64%) Big Data
2 145 (88.96%) Apache Spark
3 131 (80.37%) Apache Cassandra
4 109 (66.87%) Java
5 104 (63.80%) SQL
6 96 (58.90%) Analytics
7 92 (56.44%) Degree
8 88 (53.99%) Python
9 84 (51.53%) PostgreSQL
10 81 (49.69%) Data Management
11 74 (45.40%) Scala
12 63 (38.65%) Apache Hive
13 61 (37.42%) Apache Pig
13 61 (37.42%) Business Intelligence
14 60 (36.81%) Agile Software Development
15 59 (36.20%) Apache Flume
15 59 (36.20%) MongoDB
16 57 (34.97%) Open Source
17 56 (34.36%) MapReduce
18 55 (33.74%) Sqoop
19 54 (33.13%) Oozie
19 54 (33.13%) Impala
19 54 (33.13%) Oracle
20 53 (32.52%) Apache
21 52 (31.90%) Linux
22 50 (30.67%) SQL Server
23 49 (30.06%) NoSQL
24 48 (29.45%) HBase
24 48 (29.45%) Cloudera
24 48 (29.45%) Performance Tuning

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
1 145 (88.96%) Apache Spark
2 61 (37.42%) Apache Pig
3 53 (32.52%) Apache
4 41 (25.15%) GlassFish
4 41 (25.15%) JBoss
4 41 (25.15%) WildFly
5 10 (6.13%) Confluence
5 10 (6.13%) Elasticsearch
6 4 (2.45%) SAS
7 2 (1.23%) Mule
8 1 (0.61%) Apache Solr
8 1 (0.61%) SharePoint
8 1 (0.61%) SharePoint 2013
Applications
1 2 (1.23%) MS Excel
1 2 (1.23%) MS Office
Business Applications
1 1 (0.61%) Oracle EBS
1 1 (0.61%) Oracle Retail
Cloud Services
1 1 (0.61%) Amazon AWS
1 1 (0.61%) Microsoft Azure
1 1 (0.61%) Office 365
Communications & Networking
1 10 (6.13%) Internet
2 2 (1.23%) SSL
Database & Business Intelligence
1 151 (92.64%) Big Data
2 131 (80.37%) Apache Cassandra
3 84 (51.53%) PostgreSQL
4 63 (38.65%) Apache Hive
5 59 (36.20%) MongoDB
6 55 (33.74%) Sqoop
7 54 (33.13%) Impala
8 50 (30.67%) SQL Server
9 49 (30.06%) NoSQL
10 48 (29.45%) HBase
11 41 (25.15%) MySQL
12 10 (6.13%) Apache Accumulo
12 10 (6.13%) IBM InfoSphere
12 10 (6.13%) Neo4j
13 8 (4.91%) SQL Server Reporting Services
14 6 (3.68%) QlikView
14 6 (3.68%) SQL Server Integration Services
15 4 (2.45%) Data Warehouse
16 2 (1.23%) Relational Database
17 1 (0.61%) DB2
Development Applications
1 41 (25.15%) Hudson
1 41 (25.15%) JBehave
1 41 (25.15%) Jenkins
1 41 (25.15%) JUnit
2 10 (6.13%) JIRA
3 3 (1.84%) Git (software)
4 2 (1.23%) Mercurial
4 2 (1.23%) Subversion
5 1 (0.61%) Oracle Forms
General
1 43 (26.38%) Retail
2 38 (23.31%) Marketing
3 4 (2.45%) Finance
4 1 (0.61%) Manufacturing
4 1 (0.61%) Publishing
Job Titles
1 60 (36.81%) Developer
2 44 (26.99%) Java Developer
2 44 (26.99%) Senior Developer
3 42 (25.77%) Administrator
3 42 (25.77%) Hadoop Administrator
4 41 (25.15%) Senior Java Developer
5 37 (22.70%) Data Scientist
5 37 (22.70%) Senior Data Scientist
6 12 (7.36%) Hadoop Engineer
6 12 (7.36%) Java Engineer
7 10 (6.13%) Big Data Developer
8 8 (4.91%) Architect
9 7 (4.29%) Data Architect
10 6 (3.68%) Big Data Architect
10 6 (3.68%) Technical Architect
11 5 (3.07%) Analyst
11 5 (3.07%) Apache Spark Developer
11 5 (3.07%) Hadoop Architect
11 5 (3.07%) Hadoop Developer
11 5 (3.07%) Software Developer
Libraries, Frameworks & Software Standards
1 45 (27.61%) Spring
2 43 (26.38%) Java EE
2 43 (26.38%) RESTful
3 42 (25.77%) LAPP Stack
4 41 (25.15%) Hibernate
4 41 (25.15%) HornetQ
4 41 (25.15%) JAX-RS
4 41 (25.15%) JMS
4 41 (25.15%) JPA
4 41 (25.15%) RESTEasy
5 14 (8.59%) Web Services
6 10 (6.13%) Kafka
6 10 (6.13%) OpenCL
6 10 (6.13%) ZeroMQ
7 3 (1.84%) REST
8 2 (1.23%) SOAP
9 1 (0.61%) AngularJS
9 1 (0.61%) Ember.js
9 1 (0.61%) J2EE
9 1 (0.61%) XML
Miscellaneous
1 43 (26.38%) Mathematics
2 41 (25.15%) Artificial Intelligence
2 41 (25.15%) Mobile App
3 37 (22.70%) Algorithms
4 27 (16.56%) Management Information System
5 26 (15.95%) Digital Media
5 26 (15.95%) Social Media
6 23 (14.11%) Analytical Skills
7 11 (6.75%) Smart Meter
7 11 (6.75%) Statistics
8 10 (6.13%) Internet of Things
8 10 (6.13%) VHDL
9 7 (4.29%) Visualisation
10 2 (1.23%) Performance Metrics
11 1 (0.61%) Enterprise Software
11 1 (0.61%) Grid Computing
11 1 (0.61%) Ontologies
11 1 (0.61%) Taxonomies
11 1 (0.61%) User Experience
Operating Systems
1 52 (31.90%) Linux
2 41 (25.15%) Android
2 41 (25.15%) Apple iOS
3 17 (10.43%) Windows
4 10 (6.13%) Mac OS X
5 1 (0.61%) Unix
5 1 (0.61%) Windows Server
Processes & Methodologies
1 96 (58.90%) Analytics
2 81 (49.69%) Data Management
3 61 (37.42%) Business Intelligence
4 60 (36.81%) Agile Software Development
5 57 (34.97%) Open Source
6 56 (34.36%) MapReduce
7 48 (29.45%) ETL
7 48 (29.45%) Performance Tuning
8 46 (28.22%) Scrum
9 44 (26.99%) Continuous Integration
9 44 (26.99%) SOA
10 43 (26.38%) Data Analysis
10 43 (26.38%) Predictive Analytics
11 42 (25.77%) Software Engineering
11 42 (25.77%) Unit Testing
12 41 (25.15%) Dependency Injection
12 41 (25.15%) DSDM
12 41 (25.15%) Kanban
12 41 (25.15%) Software Delivery
12 41 (25.15%) TDD
Programming Languages
1 109 (66.87%) Java
2 104 (63.80%) SQL
3 88 (53.99%) Python
4 74 (45.40%) Scala
5 42 (25.77%) Shell Script
6 41 (25.15%) Clojure
7 40 (24.54%) R
8 10 (6.13%) C
8 10 (6.13%) C++
8 10 (6.13%) Perl
8 10 (6.13%) Ruby
9 6 (3.68%) T-SQL
10 5 (3.07%) MATLAB
11 1 (0.61%) JavaScript
11 1 (0.61%) PHP
11 1 (0.61%) PL/SQL
Qualifications
1 92 (56.44%) Degree
2 15 (9.20%) SC Cleared
2 15 (9.20%) Security Cleared
3 10 (6.13%) DV Cleared
Quality Assurance & Compliance
1 9 (5.52%) Data Quality
System Software
1 59 (36.20%) Apache Flume
2 42 (25.77%) HDFS
3 10 (6.13%) Apache ZooKeeper
4 1 (0.61%) vCloud
Systems Management
1 54 (33.13%) Oozie
2 42 (25.77%) Hadoop YARN
Vendors
1 54 (33.13%) Oracle
2 48 (29.45%) Cloudera
3 47 (28.83%) Hortonworks
3 47 (28.83%) MapR
4 41 (25.15%) Facebook
4 41 (25.15%) Twitter
5 10 (6.13%) Atlassian
5 10 (6.13%) IBM
6 6 (3.68%) Zoomdata
7 4 (2.45%) Tableau
8 3 (1.84%) Microsoft
9 2 (1.23%) Ab Initio
10 1 (0.61%) Cisco
10 1 (0.61%) JDA
10 1 (0.61%) MicroStrategy
10 1 (0.61%) RedPrairie
10 1 (0.61%) SAP
10 1 (0.61%) Teradata
10 1 (0.61%) Vertica
10 1 (0.61%) webMethods
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