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

3 months to
25 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 195 264 263
Rank change year-on-year
+69 -1
Permanent jobs citing Hadoop 51 14 25
As % of all permanent IT jobs located in the East of England 0.78% 0.19% 0.30%
As % of the Database & Business Intelligence category 2.90% 0.60% 0.92%
Number of salaries quoted 40 14 23
Median salary £60,000 £55,000 £60,000
Median salary % change year-on-year
+9.09% -8.33%
90% offered a salary of more than £30,000 £43,250 £47,500
10% offered a salary of more than £70,000 £73,500 £85,000
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 East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1758 2335 2720
As % of all permanent IT jobs located in the East of England 26.85% 31.43% 32.29%
Number of salaries quoted 1511 1975 2337
Median salary £43,000 £45,000 £42,500
Median salary % change year-on-year
-4.44% +5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Hadoop
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 East of England

Hadoop
Salary Trend in the East of England

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

Hadoop Salary Trend in the East of England

Hadoop
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Hadoop across the East of England region over the 3 months to 25 May 2016.

Hadoop Salary Histogram in the East of England

Hadoop
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East of England region over the 3 months to 25 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
Cambridgeshire +24 26 £40,750 -39.62% 5
Hertfordshire +39 21 £65,000 -1.88% 1
Norfolk - 3 £27,250 - 1
Bedfordshire +2 1 £43,000 -9.47% 1
Hadoop
England

Hadoop
Top 30 Related IT Skills in the East of England

For the 6 months to 25 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 East of England region with a requirement for Hadoop.

1 71 (73.96%) Big Data
2 49 (51.04%) Analytics
3 48 (50.00%) SQL
4 46 (47.92%) Java
5 42 (43.75%) Python
5 42 (43.75%) Business Intelligence
6 32 (33.33%) Agile Software Development
6 32 (33.33%) Analytical Skills
7 31 (32.29%) SQL Server
7 31 (32.29%) Apache Hive
8 30 (31.25%) Oracle
9 28 (29.17%) Data Analytics
10 27 (28.13%) SAS
11 26 (27.08%) NoSQL
12 24 (25.00%) SQL Server Integration Services
12 24 (25.00%) SQL Server Analysis Services
13 23 (23.96%) Degree
13 23 (23.96%) Data Warehouse
13 23 (23.96%) Apache Spark
14 22 (22.92%) Scala
14 22 (22.92%) Tableau
15 21 (21.88%) MongoDB
16 20 (20.83%) Apache Pig
16 20 (20.83%) Apache Camel
17 19 (19.79%) R
18 18 (18.75%) Data Visualisation
18 18 (18.75%) Visualisation
18 18 (18.75%) TDD
18 18 (18.75%) T-SQL
19 17 (17.71%) SQL Server Reporting Services

Hadoop
Top Related IT Skills in the East of England 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 27 (28.13%) SAS
2 23 (23.96%) Apache Spark
3 20 (20.83%) Apache Pig
4 12 (12.50%) JBoss
4 12 (12.50%) Oracle Application Server
4 12 (12.50%) Tomcat
4 12 (12.50%) WebLogic
4 12 (12.50%) WebSphere
4 12 (12.50%) WebSphere Application Server
5 2 (2.08%) Elasticsearch
6 1 (1.04%) Apache
6 1 (1.04%) Apache Solr
Applications
1 6 (6.25%) MS Excel
2 1 (1.04%) MS PowerPoint
2 1 (1.04%) MS Visio
2 1 (1.04%) SPSS
Business Applications
1 1 (1.04%) Dynamics AX
1 1 (1.04%) Dynamics NAV
1 1 (1.04%) Oracle Applications
Cloud Services
1 8 (8.33%) Amazon AWS
2 5 (5.21%) Amazon Kinesis
3 3 (3.13%) Microsoft Azure
4 2 (2.08%) Amazon EMR
4 2 (2.08%) Amazon S3
4 2 (2.08%) GitHub
5 1 (1.04%) Amazon EC2
5 1 (1.04%) Amazon SQS
5 1 (1.04%) AWS Lambda
5 1 (1.04%) Cloud Computing
5 1 (1.04%) CloudFront
5 1 (1.04%) SaaS
Communications & Networking
1 3 (3.13%) Firewall
2 2 (2.08%) Internet
2 2 (2.08%) TCP/IP
3 1 (1.04%) NAS
3 1 (1.04%) SAN
Database & Business Intelligence
1 71 (73.96%) Big Data
2 31 (32.29%) Apache Hive
2 31 (32.29%) SQL Server
3 26 (27.08%) NoSQL
4 24 (25.00%) SQL Server Analysis Services
4 24 (25.00%) SQL Server Integration Services
5 23 (23.96%) Data Warehouse
6 21 (21.88%) MongoDB
7 17 (17.71%) Enterprise Data Warehouse
7 17 (17.71%) SQL Server Reporting Services
8 16 (16.67%) Amazon DynamoDB
8 16 (16.67%) Neo4j
8 16 (16.67%) OLAP
9 15 (15.63%) SQL Server 2008
10 14 (14.58%) OLAP Cube
11 11 (11.46%) Oracle OLAP
11 11 (11.46%) Relational Database
12 9 (9.38%) Power BI
12 9 (9.38%) QlikView
13 6 (6.25%) HBase
Development Applications
1 14 (14.58%) SQL Server Management Studio (SSMS)
2 13 (13.54%) Git (software)
3 2 (2.08%) Maven
4 1 (1.04%) Gradle
4 1 (1.04%) Jenkins
4 1 (1.04%) JIRA
4 1 (1.04%) SoapUI
4 1 (1.04%) Subversion
General
1 15 (15.63%) Marketing
2 9 (9.38%) Finance
3 6 (6.25%) Games
4 4 (4.17%) Retail
5 2 (2.08%) Financial Institution
5 2 (2.08%) Pharmaceutical
5 2 (2.08%) Telecoms
6 1 (1.04%) Advertising
Job Titles
1 42 (43.75%) Developer
2 22 (22.92%) Architect
2 22 (22.92%) Business Intelligence Developer
3 17 (17.71%) Big Data Developer
4 16 (16.67%) Analyst
5 15 (15.63%) Data Architect
6 12 (12.50%) Insight Analyst
7 11 (11.46%) Applications Developer
7 11 (11.46%) Applications Support
8 8 (8.33%) Senior Big Data Developer
8 8 (8.33%) Senior Business Intelligence Developer
8 8 (8.33%) Senior Developer
8 8 (8.33%) Software Engineer
9 5 (5.21%) Java Developer
10 4 (4.17%) Data Engineer
11 3 (3.13%) Business Intelligence Architect
11 3 (3.13%) Data Analyst
11 3 (3.13%) Database Architect
11 3 (3.13%) Enterprise Data Architect
11 3 (3.13%) Java Engineer
Libraries, Frameworks & Software Standards
1 20 (20.83%) Apache Camel
2 17 (17.71%) jQuery
3 15 (15.63%) Ajax
3 15 (15.63%) Java EE
3 15 (15.63%) OSGi
4 14 (14.58%) REST
4 14 (14.58%) SOAP
5 13 (13.54%) Web Services
6 5 (5.21%) .NET
7 4 (4.17%) MDX
8 3 (3.13%) Spring
8 3 (3.13%) Twitter Bootstrap
8 3 (3.13%) XML
9 2 (2.08%) ASP.NET
9 2 (2.08%) Hibernate
9 2 (2.08%) J2EE
9 2 (2.08%) RESTful
9 2 (2.08%) STL
10 1 (1.04%) JSON
10 1 (1.04%) Natural Language Processing
Miscellaneous
1 32 (33.33%) Analytical Skills
2 18 (18.75%) Visualisation
3 16 (16.67%) Algorithms
3 16 (16.67%) Mathematics
4 15 (15.63%) DataPower
5 9 (9.38%) Computer Science
6 7 (7.29%) Data Integration
7 5 (5.21%) Data Structures
7 5 (5.21%) Physics
8 3 (3.13%) Clustering
9 2 (2.08%) Biology
9 2 (2.08%) Cybercrime
9 2 (2.08%) Data Extraction
9 2 (2.08%) Internet of Things
9 2 (2.08%) Replication
9 2 (2.08%) User Experience
10 1 (1.04%) Data Centre
10 1 (1.04%) Economics
10 1 (1.04%) Private Cloud
10 1 (1.04%) RIA
Operating Systems
1 14 (14.58%) Unix
2 6 (6.25%) Linux
3 2 (2.08%) Android
3 2 (2.08%) Apple iOS
Processes & Methodologies
1 49 (51.04%) Analytics
2 42 (43.75%) Business Intelligence
3 32 (33.33%) Agile Software Development
4 28 (29.17%) Data Analytics
5 18 (18.75%) Data Visualisation
5 18 (18.75%) TDD
6 16 (16.67%) SOA
7 15 (15.63%) Migration
7 15 (15.63%) Web Application Development
8 13 (13.54%) Data Migration
8 13 (13.54%) Mentoring
9 12 (12.50%) Big Data Analytics
10 11 (11.46%) Integration Testing
11 9 (9.38%) Data Modelling
12 8 (8.33%) ETL
12 8 (8.33%) Software Engineering
13 7 (7.29%) Dimensional Modelling
13 7 (7.29%) Scrum
14 6 (6.25%) Data Analysis
14 6 (6.25%) Translating Business Requirements
Programming Languages
1 48 (50.00%) SQL
2 46 (47.92%) Java
3 42 (43.75%) Python
4 22 (22.92%) Scala
5 19 (19.79%) R
6 18 (18.75%) T-SQL
7 15 (15.63%) Groovy
8 6 (6.25%) C#
9 2 (2.08%) Bash Shell
9 2 (2.08%) C
9 2 (2.08%) C++
9 2 (2.08%) JavaScript
9 2 (2.08%) MATLAB
9 2 (2.08%) Objective-C
9 2 (2.08%) Perl
9 2 (2.08%) PHP
10 1 (1.04%) Shell Script
10 1 (1.04%) VB
10 1 (1.04%) VB.NET
Qualifications
1 23 (23.96%) Degree
2 10 (10.42%) Sun Certification
3 3 (3.13%) IBM Certification
4 2 (2.08%) CCNA
4 2 (2.08%) Cisco Certification
4 2 (2.08%) CISSP
4 2 (2.08%) GIAC
4 2 (2.08%) Linux+ Certification
4 2 (2.08%) MCSE
4 2 (2.08%) Microsoft Certification
4 2 (2.08%) Network+ Certification
4 2 (2.08%) SANS
4 2 (2.08%) Security Cleared
4 2 (2.08%) SSCP
Quality Assurance & Compliance
1 6 (6.25%) Data Quality
2 5 (5.21%) SLA
3 1 (1.04%) QA
System Software
1 2 (2.08%) Slurm Workload Manager
2 1 (1.04%) Docker
Systems Management
1 1 (1.04%) Oozie
Vendors
1 30 (31.25%) Oracle
2 22 (22.92%) Tableau
3 16 (16.67%) IBM
4 13 (13.54%) Netezza
5 12 (12.50%) Teradata
6 10 (10.42%) Sun
7 6 (6.25%) MicroStrategy
8 5 (5.21%) Microsoft
9 3 (3.13%) Cognos
10 2 (2.08%) HP
10 2 (2.08%) SAP
11 1 (1.04%) Dell
11 1 (1.04%) Informatica
11 1 (1.04%) JD Edwards
11 1 (1.04%) Palantir
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