The table below looks at the statistics for HDFS skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited HDFS over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Hadoop Distributed File System (HDFS)
UK / England
Rank 704 749 850
Rank change year-on-year
+45 +101
Permanent jobs citing HDFS 114 174 77
As % of all permanent IT jobs located in England 0.15% 0.18% 0.078%
As % of the System Software category 1.20% 1.49% 0.60%
Number of salaries quoted 95 122 64
Median salary £77,500 £70,000 £65,000
Median salary % change year-on-year
+10.71% +7.69%
90% offered a salary of more than £53,500 £52,500 £45,000
10% offered a salary of more than £110,000 £120,000 £84,000
UK excluding London median salary £71,250 £57,500 £45,000
% change year-on-year
+23.91% +27.77%

The following table is for comparison with the above and provides statistics for the entire System Software category in permanent jobs advertised in the England region.

System Software Category
England
Permanent IT job ads with a match in the
System Software category
9504 11717 12794
As % of all permanent IT jobs located in England 12.16% 12.27% 12.90%
Number of salaries quoted 7909 9979 10873
Median salary £42,500 £42,500 £41,000
Median salary % change year-on-year
- +3.65%
90% offered a salary of more than £25,000 £25,000 £24,500
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £37,500 £38,500 £37,500
% change year-on-year
-2.59% +2.66%

HDFS
Jobs Demand Trend in England

The demand trend of job ads across the England region citing HDFS as a proportion of all IT jobs with a match in the System Software category.

HDFS Jobs Demand Trend in England

HDFS
Salary Trend in England

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

HDFS Salary Trend in England

HDFS
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing HDFS across the England region over the 3 months to 19 February 2017.

HDFS Salary Histogram in England

HDFS
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HDFS within the England region over the 3 months to 19 February 2017. 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 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
London +37 96 £80,000 -5.88% 16
South East +57 5 £87,500 +66.66% 3
West Midlands +7 5 £77,500 +34.78%
North West -11 5 £52,500 -
Yorkshire +28 2 £55,000 -8.52% 1
East of England - 1 £65,000 -
HDFS
UK

HDFS
Top 30 Related IT Skills in England

For the 6 months to 19 February 2017, IT jobs citing HDFS 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 England region with a requirement for HDFS.

1 211 (81.15%) Hadoop
2 210 (80.77%) Big Data
3 182 (70.00%) Apache Hive
4 179 (68.85%) Java
5 158 (60.77%) Apache Spark
6 135 (51.92%) HBase
7 104 (40.00%) Agile Software Development
8 102 (39.23%) Linux
9 101 (38.85%) Apache Pig
10 92 (35.38%) MapReduce
11 75 (28.85%) Business Intelligence
12 71 (27.31%) Apache
13 69 (26.54%) Kafka
14 66 (25.38%) Oozie
15 64 (24.62%) NoSQL
15 64 (24.62%) SQL
16 62 (23.85%) Scala
16 62 (23.85%) Analytics
17 60 (23.08%) Sqoop
18 59 (22.69%) Python
19 57 (21.92%) Finance
19 57 (21.92%) Degree
19 57 (21.92%) Open Source
20 53 (20.38%) Hadoop YARN
21 51 (19.62%) Amazon AWS
22 47 (18.08%) Apache Flume
23 46 (17.69%) Analytical Skills
24 43 (16.54%) Software Engineering
25 42 (16.15%) TDD
26 39 (15.00%) Computer Science

HDFS
Top Related IT Skills in 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
1 158 (60.77%) Apache Spark
2 101 (38.85%) Apache Pig
3 71 (27.31%) Apache
4 36 (13.85%) Elasticsearch
5 13 (5.00%) Apache Solr
6 10 (3.85%) SAS
7 9 (3.46%) WildFly
8 6 (2.31%) OpenStack
9 4 (1.54%) nginx
10 3 (1.15%) JBoss
11 1 (0.38%) Apache Geronimo
11 1 (0.38%) Cloud Foundry
11 1 (0.38%) GlassFish
11 1 (0.38%) Tomcat
11 1 (0.38%) WebSphere
Applications
1 3 (1.15%) MS Excel
2 2 (0.77%) SPSS
3 1 (0.38%) Weka
Cloud Services
1 51 (19.62%) Amazon AWS
2 24 (9.23%) Microsoft Azure
3 15 (5.77%) Cloud Computing
4 11 (4.23%) Google Cloud Platform
5 8 (3.08%) IaaS
6 6 (2.31%) GitHub
6 6 (2.31%) PaaS
7 5 (1.92%) Amazon S3
8 3 (1.15%) Amazon EMR
9 2 (0.77%) Amazon EC2
9 2 (0.77%) Loggly
9 2 (0.77%) Sumo Logic
10 1 (0.38%) Google Compute Engine
Communications & Networking
1 28 (10.77%) Kerberos
2 17 (6.54%) Internet
3 6 (2.31%) FTP
3 6 (2.31%) HTTP
4 5 (1.92%) Network Security
5 4 (1.54%) IPv4
6 2 (0.77%) DNS
6 2 (0.77%) LDAP
6 2 (0.77%) SSL
Database & Business Intelligence
1 211 (81.15%) Hadoop
2 210 (80.77%) Big Data
3 182 (70.00%) Apache Hive
4 135 (51.92%) HBase
5 64 (24.62%) NoSQL
6 60 (23.08%) Sqoop
7 38 (14.62%) Apache Cassandra
8 30 (11.54%) SQL Server
9 29 (11.15%) Data Warehouse
10 28 (10.77%) MongoDB
11 27 (10.38%) MySQL
12 26 (10.00%) Relational Database
13 23 (8.85%) Impala
13 23 (8.85%) Redis
14 18 (6.92%) RDBMS
15 17 (6.54%) PostgreSQL
16 15 (5.77%) HAWQ
16 15 (5.77%) QlikView
17 14 (5.38%) Neo4j
18 10 (3.85%) OLAP
Development Applications
1 26 (10.00%) Jenkins
2 21 (8.08%) Git (software)
3 17 (6.54%) Selenium
4 15 (5.77%) TeamCity
5 14 (5.38%) Maven
6 12 (4.62%) Grunt
6 12 (4.62%) Sonatype Nexus
7 10 (3.85%) Cucumber
7 10 (3.85%) Gerrit
7 10 (3.85%) Jasmine
8 9 (3.46%) IntelliJ
8 9 (3.46%) JIRA
9 7 (2.69%) JUnit
9 7 (2.69%) Talend Open Studio
9 7 (2.69%) Vagrant
10 5 (1.92%) Subversion
11 4 (1.54%) Bugzilla
11 4 (1.54%) TestNG
11 4 (1.54%) Trac
12 3 (1.15%) Apache Continuum
General
1 57 (21.92%) Finance
2 36 (13.85%) Banking
3 18 (6.92%) Advertising
4 9 (3.46%) Retail
5 7 (2.69%) Games
5 7 (2.69%) Investment Banking
5 7 (2.69%) Manufacturing
5 7 (2.69%) Telecoms
6 6 (2.31%) Legal
7 4 (1.54%) Marketing
8 3 (1.15%) Automotive
9 2 (0.77%) Financial Institution
9 2 (0.77%) Front Office
10 1 (0.38%) Corporate Banking
Job Titles
1 92 (35.38%) Developer
2 53 (20.38%) Architect
3 47 (18.08%) Java Developer
4 44 (16.92%) Data Architect
5 38 (14.62%) Big Data Developer
6 34 (13.08%) Data Engineer
7 32 (12.31%) Administrator
7 32 (12.31%) Hadoop Administrator
8 29 (11.15%) Hadoop Developer
9 27 (10.38%) Apache Spark Developer
9 27 (10.38%) Big Data Architect
10 25 (9.62%) Big Data Engineer
11 24 (9.23%) Senior Developer
12 23 (8.85%) Scala Developer
13 19 (7.31%) Java Engineer
13 19 (7.31%) Software Engineer
14 17 (6.54%) Consultant
14 17 (6.54%) Data Consultant
14 17 (6.54%) Java Software Engineer
15 16 (6.15%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 69 (26.54%) Kafka
2 24 (9.23%) Spring
3 21 (8.08%) AngularJS
4 17 (6.54%) Node.js
4 17 (6.54%) REST
5 15 (5.77%) Apache Avro
5 15 (5.77%) HTML
6 13 (5.00%) RESTful
7 12 (4.62%) J2EE
8 11 (4.23%) Akka
8 11 (4.23%) Hibernate
9 10 (3.85%) .NET
9 10 (3.85%) Web Services
9 10 (3.85%) XML
10 9 (3.46%) Elastic Stack
10 9 (3.46%) Grails
10 9 (3.46%) jQuery
10 9 (3.46%) Ruby on Rails
10 9 (3.46%) Spring Boot
11 8 (3.08%) D3.js
Miscellaneous
1 46 (17.69%) Analytical Skills
2 39 (15.00%) Computer Science
3 22 (8.46%) Visualisation
4 15 (5.77%) Fintech
5 13 (5.00%) Algorithms
6 11 (4.23%) Mathematics
7 9 (3.46%) Data Integration
7 9 (3.46%) Replication
8 7 (2.69%) Derivative
8 7 (2.69%) Virtual Team
9 6 (2.31%) Linux Command Line
9 6 (2.31%) PKI
10 5 (1.92%) Artificial Intelligence
10 5 (1.92%) Credit Risk
10 5 (1.92%) Physics
10 5 (1.92%) Statistics
11 4 (1.54%) Clustering
11 4 (1.54%) Data Centre
11 4 (1.54%) Management Information System
12 3 (1.15%) Equities
Operating Systems
1 102 (39.23%) Linux
2 29 (11.15%) Unix
3 13 (5.00%) Windows
4 9 (3.46%) Ubuntu
5 7 (2.69%) Red Hat Enterprise Linux
6 2 (0.77%) CoreOS
Processes & Methodologies
1 104 (40.00%) Agile Software Development
2 92 (35.38%) MapReduce
3 75 (28.85%) Business Intelligence
4 62 (23.85%) Analytics
5 57 (21.92%) Open Source
6 43 (16.54%) Software Engineering
7 42 (16.15%) TDD
8 36 (13.85%) Data Modelling
9 33 (12.69%) Data Architecture
10 32 (12.31%) DevOps
10 32 (12.31%) Mentoring
11 31 (11.92%) ETL
12 30 (11.54%) Data Management
13 27 (10.38%) Scrum
14 24 (9.23%) Continuous Integration
14 24 (9.23%) E-Commerce
14 24 (9.23%) OO
15 23 (8.85%) SDLC
16 21 (8.08%) Data Ingestion
17 17 (6.54%) Data Visualisation
Programming Languages
1 179 (68.85%) Java
2 64 (24.62%) SQL
3 62 (23.85%) Scala
4 59 (22.69%) Python
5 25 (9.62%) C++
6 24 (9.23%) C#
6 24 (9.23%) JavaScript
6 24 (9.23%) R
6 24 (9.23%) Ruby
7 19 (7.31%) C
8 17 (6.54%) Bash Shell
9 12 (4.62%) Shell Script
10 11 (4.23%) Perl
10 11 (4.23%) PHP
11 10 (3.85%) PL/SQL
12 9 (3.46%) Groovy
13 6 (2.31%) T-SQL
14 5 (1.92%) PowerShell
15 4 (1.54%) MATLAB
16 1 (0.38%) F#
Qualifications
1 57 (21.92%) Degree
2 18 (6.92%) Postgraduate
3 17 (6.54%) PhD
4 7 (2.69%) CISSP
5 5 (1.92%) CEH
5 5 (1.92%) GCIH
5 5 (1.92%) OSCP
5 5 (1.92%) SC Cleared
5 5 (1.92%) Security Cleared
6 2 (0.77%) OCA
6 2 (0.77%) OCP
6 2 (0.77%) Oracle Certification
7 1 (0.38%) CBAP
7 1 (0.38%) IIBA
Quality Assurance & Compliance
1 8 (3.08%) Data Quality
2 5 (1.92%) QA
3 3 (1.15%) GPG13
3 3 (1.15%) ISO/IEC 27001
4 2 (0.77%) Basel III
4 2 (0.77%) Dodd-Frank
System Software
1 47 (18.08%) Apache Flume
2 30 (11.54%) Apache ZooKeeper
3 21 (8.08%) Docker
4 8 (3.08%) VMware Infrastructure
5 6 (2.31%) VirtualBox
6 5 (1.92%) Snort
7 4 (1.54%) KVM
8 1 (0.38%) Active Directory
8 1 (0.38%) GPFS
Systems Management
1 66 (25.38%) Oozie
2 53 (20.38%) Hadoop YARN
3 25 (9.62%) Puppet
4 18 (6.92%) Ambari
5 12 (4.62%) Kubernetes
6 11 (4.23%) Ansible
7 10 (3.85%) Kibana
7 10 (3.85%) Opscode Chef
8 6 (2.31%) logstash
9 5 (1.92%) Fluentd
9 5 (1.92%) QRadar
10 4 (1.54%) Terraform
11 3 (1.15%) CSIRT
11 3 (1.15%) Nagios
12 2 (0.77%) Graphite
12 2 (0.77%) Mesos
12 2 (0.77%) Salt
12 2 (0.77%) ZABBIX
13 1 (0.38%) Ganglia
Vendors
1 30 (11.54%) Cloudera
2 29 (11.15%) Hortonworks
3 25 (9.62%) Oracle
4 24 (9.23%) Tableau
5 12 (4.62%) Google
6 11 (4.23%) Red Hat
7 10 (3.85%) MapR
7 10 (3.85%) MicroStrategy
7 10 (3.85%) Splunk
8 8 (3.08%) VMware
9 7 (2.69%) Talend
10 6 (2.31%) Microsoft
11 5 (1.92%) ArcSight
11 5 (1.92%) FireEye
11 5 (1.92%) Fortinet
11 5 (1.92%) LogRhythm
11 5 (1.92%) Palo Alto
11 5 (1.92%) Sophos
11 5 (1.92%) Sourcefire
11 5 (1.92%) TippingPoint
London
Churchill Frank
Salary: £90000 - £150000 per annum + Bonus + Equity
Posted: 4 hours ago
City of London
Computer Futures
Salary: competitive
Posted: 6 days ago
London
Kindred Group
Salary: Competitive
Posted: 9 days ago
London
McGregor Boyall
Posted: 3 days ago
London
Computer Futures
Salary: £55000 - £90000 per annum + competitive
Posted: 6 days ago
City, London
JM
Salary: £100000 - £130000 per annum + Competitive Benefits and Bonus
Posted: 5 days ago
City, London
HFG
Salary: £35000 - £45000 per annum
Posted: 6 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 7 days ago
London
Churchill Frank
Salary: £75000 - £76000 per annum
Posted: 10 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 18 days ago
London
Nigel Frank International
Posted: 12 days ago
City of London
Churchill Frank
Salary: £60000 - £90000 per annum + Great Benefits
Posted: 19 days ago
London
Reco Group
Salary: £65,000 - £85,000 per year + Benefits
Posted: 26 days ago
London
Client Server
Salary: competitive + bonus + benefits
Posted: 24 days ago