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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Hadoop Distributed File System (HDFS)
UK / England
Rank 679 756 847
Rank change year-on-year
+77 +91
Permanent jobs citing HDFS 134 143 76
As % of all permanent IT jobs located in England 0.17% 0.15% 0.077%
As % of the System Software category 1.38% 1.27% 0.61%
Number of salaries quoted 108 109 69
Median salary £71,250 £75,000 £60,000
Median salary % change year-on-year
-5.00% +25.00%
90% offered a salary of more than £51,500 £50,000 £45,000
10% offered a salary of more than £110,000 £120,000 £82,500
UK excluding London median salary £67,500 £57,500 £45,000
% change year-on-year
+17.39% +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
9714 11301 12493
As % of all permanent IT jobs located in England 12.28% 12.11% 12.71%
Number of salaries quoted 8082 9620 10654
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £70,000 £61,000 £65,000
UK excluding London median salary £37,500 £39,500 £37,500
% change year-on-year
-5.06% +5.33%

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 20 January 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 20 January 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 +79 100 £77,500 -7.46% 25
South East +73 18 £67,500 +35.00% 1
West Midlands -10 8 £77,500 +34.78%
North West -20 4 £52,500 - 5
Yorkshire +19 2 £55,000 -8.52%
South West - 1 £75,000 -
East of England - 1 £65,000 -
HDFS
UK

HDFS
Top 30 Related IT Skills in England

For the 6 months to 20 January 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.

1 212 (80.92%) Hadoop
2 205 (78.24%) Big Data
3 190 (72.52%) Java
4 174 (66.41%) Apache Hive
5 162 (61.83%) Apache Spark
6 129 (49.24%) HBase
7 111 (42.37%) Agile Software Development
8 106 (40.46%) Linux
9 99 (37.79%) Apache Pig
10 89 (33.97%) MapReduce
11 84 (32.06%) Business Intelligence
12 76 (29.01%) SQL
13 75 (28.63%) Apache
14 74 (28.24%) Scala
15 71 (27.10%) Analytics
16 63 (24.05%) Hadoop YARN
16 63 (24.05%) Python
17 62 (23.66%) Oozie
17 62 (23.66%) NoSQL
17 62 (23.66%) Kafka
18 60 (22.90%) Open Source
19 58 (22.14%) Degree
20 55 (20.99%) Amazon AWS
21 54 (20.61%) Finance
22 53 (20.23%) Sqoop
23 50 (19.08%) Apache Cassandra
23 50 (19.08%) Software Engineering
24 48 (18.32%) TDD
25 45 (17.18%) Apache Flume
26 38 (14.50%) Elasticsearch

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
1 162 (61.83%) Apache Spark
2 99 (37.79%) Apache Pig
3 75 (28.63%) Apache
4 38 (14.50%) Elasticsearch
5 13 (4.96%) WildFly
6 12 (4.58%) Apache Solr
7 10 (3.82%) SAS
8 9 (3.44%) OpenStack
9 8 (3.05%) nginx
10 5 (1.91%) JBoss
11 3 (1.15%) Tomcat
11 3 (1.15%) WebSphere
12 2 (0.76%) WebLogic
13 1 (0.38%) Apache Geronimo
13 1 (0.38%) Cloud Foundry
13 1 (0.38%) GlassFish
Applications
1 3 (1.15%) MS Excel
2 2 (0.76%) SPSS
3 1 (0.38%) Weka
Cloud Services
1 55 (20.99%) Amazon AWS
2 26 (9.92%) Microsoft Azure
3 19 (7.25%) Cloud Computing
4 13 (4.96%) Google Cloud Platform
4 13 (4.96%) IaaS
5 10 (3.82%) PaaS
6 7 (2.67%) Amazon S3
7 5 (1.91%) GitHub
8 3 (1.15%) Amazon EC2
8 3 (1.15%) Amazon EMR
8 3 (1.15%) Sumo Logic
9 2 (0.76%) CloudFront
10 1 (0.38%) Google Compute Engine
10 1 (0.38%) iTunes
Communications & Networking
1 28 (10.69%) Kerberos
2 19 (7.25%) Internet
3 13 (4.96%) HTTP
4 7 (2.67%) FTP
5 6 (2.29%) IPv4
6 4 (1.53%) Network Security
7 3 (1.15%) DNS
8 2 (0.76%) LDAP
8 2 (0.76%) SSL
Database & Business Intelligence
1 212 (80.92%) Hadoop
2 205 (78.24%) Big Data
3 174 (66.41%) Apache Hive
4 129 (49.24%) HBase
5 62 (23.66%) NoSQL
6 53 (20.23%) Sqoop
7 50 (19.08%) Apache Cassandra
8 35 (13.36%) MySQL
9 33 (12.60%) SQL Server
10 32 (12.21%) MongoDB
11 31 (11.83%) Relational Database
12 30 (11.45%) PostgreSQL
13 29 (11.07%) Data Warehouse
14 23 (8.78%) Impala
14 23 (8.78%) Redis
15 21 (8.02%) Neo4j
15 21 (8.02%) RDBMS
16 18 (6.87%) QlikView
17 10 (3.82%) OLAP
17 10 (3.82%) Riak
Development Applications
1 27 (10.31%) Jenkins
2 24 (9.16%) Git (software)
3 21 (8.02%) Selenium
4 15 (5.73%) TeamCity
5 14 (5.34%) Maven
6 13 (4.96%) Grunt
6 13 (4.96%) IntelliJ
7 12 (4.58%) Cucumber
7 12 (4.58%) Sonatype Nexus
8 11 (4.20%) JIRA
9 10 (3.82%) Gerrit
9 10 (3.82%) Jasmine
10 8 (3.05%) Vagrant
11 7 (2.67%) JUnit
11 7 (2.67%) Subversion
11 7 (2.67%) Talend Open Studio
12 6 (2.29%) Bugzilla
12 6 (2.29%) Trac
13 4 (1.53%) TestNG
14 3 (1.15%) Apache Continuum
General
1 54 (20.61%) Finance
2 35 (13.36%) Banking
3 12 (4.58%) Advertising
4 7 (2.67%) Legal
4 7 (2.67%) Manufacturing
5 6 (2.29%) Retail
6 5 (1.91%) Investment Banking
6 5 (1.91%) Telecoms
7 4 (1.53%) Games
8 3 (1.15%) Automotive
8 3 (1.15%) Marketing
9 2 (0.76%) Financial Institution
9 2 (0.76%) Multimedia
10 1 (0.38%) Corporate Banking
10 1 (0.38%) Front Office
Job Titles
1 100 (38.17%) Developer
2 54 (20.61%) Java Developer
3 43 (16.41%) Architect
4 40 (15.27%) Big Data Developer
5 38 (14.50%) Data Architect
6 33 (12.60%) Administrator
6 33 (12.60%) Data Engineer
6 33 (12.60%) Hadoop Administrator
7 31 (11.83%) Hadoop Developer
8 27 (10.31%) Apache Spark Developer
9 26 (9.92%) Big Data Architect
9 26 (9.92%) Senior Developer
10 23 (8.78%) Scala Developer
11 20 (7.63%) Big Data Engineer
12 19 (7.25%) Lead Developer
12 19 (7.25%) Software Engineer
13 18 (6.87%) Java Engineer
14 17 (6.49%) Consultant
14 17 (6.49%) Data Consultant
14 17 (6.49%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 62 (23.66%) Kafka
2 28 (10.69%) Spring
3 21 (8.02%) AngularJS
4 20 (7.63%) HTML
4 20 (7.63%) REST
5 15 (5.73%) Hibernate
5 15 (5.73%) Node.js
6 14 (5.34%) Apache Avro
6 14 (5.34%) J2EE
6 14 (5.34%) RESTful
7 13 (4.96%) Grails
7 13 (4.96%) Ruby on Rails
7 13 (4.96%) Spring Boot
8 12 (4.58%) XML
9 11 (4.20%) Web Services
10 10 (3.82%) CSS
11 9 (3.44%) JSON
12 8 (3.05%) .NET
12 8 (3.05%) Akka
12 8 (3.05%) HTML5
Miscellaneous
1 35 (13.36%) Analytical Skills
2 34 (12.98%) Computer Science
3 18 (6.87%) Visualisation
4 14 (5.34%) Fintech
5 13 (4.96%) Mathematics
6 10 (3.82%) Algorithms
6 10 (3.82%) Replication
7 8 (3.05%) Data Integration
7 8 (3.05%) Derivative
8 7 (2.67%) Data Centre
8 7 (2.67%) PKI
9 6 (2.29%) Statistics
10 4 (1.53%) Artificial Intelligence
10 4 (1.53%) Credit Risk
11 3 (1.15%) Clustering
11 3 (1.15%) Credit Derivative
11 3 (1.15%) Equities
11 3 (1.15%) Management Information System
11 3 (1.15%) Market Risk
11 3 (1.15%) Physics
Operating Systems
1 106 (40.46%) Linux
2 25 (9.54%) Unix
3 13 (4.96%) Ubuntu
4 12 (4.58%) Windows
5 9 (3.44%) Red Hat Enterprise Linux
6 3 (1.15%) CoreOS
Processes & Methodologies
1 111 (42.37%) Agile Software Development
2 89 (33.97%) MapReduce
3 84 (32.06%) Business Intelligence
4 71 (27.10%) Analytics
5 60 (22.90%) Open Source
6 50 (19.08%) Software Engineering
7 48 (18.32%) TDD
8 37 (14.12%) Data Modelling
8 37 (14.12%) DevOps
9 36 (13.74%) ETL
10 32 (12.21%) Scrum
11 28 (10.69%) Data Management
12 26 (9.92%) Mentoring
13 25 (9.54%) Data Architecture
14 24 (9.16%) SDLC
15 23 (8.78%) OO
16 22 (8.40%) Continuous Integration
16 22 (8.40%) E-Commerce
17 20 (7.63%) BDD
18 19 (7.25%) Open Source Development
Programming Languages
1 190 (72.52%) Java
2 76 (29.01%) SQL
3 74 (28.24%) Scala
4 63 (24.05%) Python
5 29 (11.07%) R
6 26 (9.92%) C#
6 26 (9.92%) JavaScript
6 26 (9.92%) Ruby
7 23 (8.78%) C++
8 19 (7.25%) Bash Shell
9 15 (5.73%) C
9 15 (5.73%) Shell Script
10 13 (4.96%) Groovy
11 10 (3.82%) Perl
12 9 (3.44%) PHP
12 9 (3.44%) PL/SQL
13 8 (3.05%) MATLAB
14 6 (2.29%) T-SQL
15 5 (1.91%) PowerShell
16 2 (0.76%) Go
Qualifications
1 58 (22.14%) Degree
2 15 (5.73%) Postgraduate
3 14 (5.34%) PhD
4 9 (3.44%) SC Cleared
4 9 (3.44%) Security Cleared
5 5 (1.91%) CISSP
6 4 (1.53%) CEH
6 4 (1.53%) GCIH
6 4 (1.53%) OSCP
7 1 (0.38%) CBAP
7 1 (0.38%) IIBA
7 1 (0.38%) OCA
7 1 (0.38%) OCP
7 1 (0.38%) Oracle Certification
Quality Assurance & Compliance
1 7 (2.67%) Data Quality
2 6 (2.29%) QA
3 2 (0.76%) GPG13
3 2 (0.76%) ISO/IEC 27001
4 1 (0.38%) Basel III
4 1 (0.38%) Dodd-Frank
System Software
1 45 (17.18%) Apache Flume
2 30 (11.45%) Apache ZooKeeper
3 24 (9.16%) Docker
4 10 (3.82%) VMware Infrastructure
5 9 (3.44%) VirtualBox
6 6 (2.29%) KVM
7 4 (1.53%) Snort
8 1 (0.38%) Active Directory
8 1 (0.38%) Btrfs
8 1 (0.38%) Gluster
8 1 (0.38%) GPFS
Systems Management
1 63 (24.05%) Hadoop YARN
2 62 (23.66%) Oozie
3 26 (9.92%) Puppet
4 19 (7.25%) Ambari
5 17 (6.49%) Kubernetes
6 11 (4.20%) Opscode Chef
7 10 (3.82%) Kibana
8 9 (3.44%) Ansible
9 5 (1.91%) Nagios
10 4 (1.53%) Fluentd
10 4 (1.53%) logstash
10 4 (1.53%) QRadar
10 4 (1.53%) Salt
10 4 (1.53%) ZABBIX
11 2 (0.76%) CSIRT
11 2 (0.76%) Graphite
11 2 (0.76%) Mesos
12 1 (0.38%) Ganglia
12 1 (0.38%) Terraform
Vendors
1 35 (13.36%) Cloudera
2 30 (11.45%) Oracle
3 29 (11.07%) Tableau
4 27 (10.31%) Hortonworks
5 14 (5.34%) Google
6 13 (4.96%) Red Hat
7 11 (4.20%) MicroStrategy
8 10 (3.82%) MapR
8 10 (3.82%) Splunk
8 10 (3.82%) VMware
9 7 (2.67%) Talend
10 5 (1.91%) Microsoft
11 4 (1.53%) ArcSight
11 4 (1.53%) Cognos
11 4 (1.53%) FireEye
11 4 (1.53%) Fortinet
11 4 (1.53%) LogRhythm
11 4 (1.53%) Sophos
11 4 (1.53%) Sourcefire
11 4 (1.53%) TippingPoint
Manchester, Lancashire
Agile Recruitment Ltd
Salary: benefits
Posted: Yesterday
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 1 hour ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 21 hours ago
East London
Client Server
Salary: competitive salary + bonus + benefits
Posted: 21 hours ago
Brentford, Middlesex
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 2 days ago
London
TEKsystems
Salary: £85000 - £95000 per annum + bonus and benefits
Posted: 2 days ago
Brentford
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 3 days ago
City, London
Oliver Bernard
Salary: £75000 - £85000 per annum + Benefits
Posted: 3 days ago
London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £70000 - £83000 Per Annum
Posted: 2 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 3 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + competitive
Posted: 6 days ago
London
Salt
Salary: £80000.00 - £110000.00 per annum
Posted: 6 days ago
London
Churchill Frank
Salary: £55000 - £80000 per annum
Posted: 7 days ago
London
Computer Futures
Salary: competitive
Posted: 8 days ago
London
Client Server
Salary: competitive salary + bonus + benefits
Posted: 9 days ago
Greater Manchester
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 6 days ago
London
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 14 days ago
City of London
Huxley
Salary: competitive
Posted: 16 days ago
London
Computer Futures
Salary: £100000 per annum + competitive
Posted: 25 days ago
City, London
Schroders plc
Posted: 10 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 21 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 22 days ago