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

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Hadoop Distributed File System (HDFS)
Rank 743 850 870
Rank change year-on-year
+107 +20
Permanent jobs citing HDFS 153 79 83
As % of all permanent IT jobs located in England 0.17% 0.077% 0.075%
As % of the System Software category 1.32% 0.65% 0.67%
Number of salaries quoted 126 61 73
Median salary £80,000 £75,000 £70,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £48,750 £50,000 £58,000
10% offered a salary of more than £120,000 £125,000 £100,000
UK excluding London median salary £55,000 £50,000 £41,250
% change year-on-year
+10.00% +21.21%
HDFS
UK

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
11620 12124 12357
As % of all permanent IT jobs located in England 12.62% 11.87% 11.13%
Number of salaries quoted 10006 10113 10446
Median salary £42,500 £41,500 £41,500
Median salary % change year-on-year
+2.40% -
90% offered a salary of more than £25,500 £25,000 £25,000
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London median salary £39,000 £37,500 £38,000
% change year-on-year
+4.00% -1.31%

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 28 June 2016.

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 28 June 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
London +62 110 £85,000 +3.03% 13
South East +58 22 £50,000 -4.76% 2
West Midlands - 10 £55,000 - 1
Yorkshire +34 7 £55,000 -8.33%
North West +13 4 £35,750 -28.50% 3
HDFS
UK

HDFS
Top 30 Related IT Skills in England

For the 6 months to 28 June 2016, 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.

1 360 (97.04%) Hadoop
2 316 (85.18%) Big Data
3 272 (73.32%) Java
4 222 (59.84%) Apache Hive
5 217 (58.49%) Apache Spark
6 179 (48.25%) HBase
7 171 (46.09%) Python
8 159 (42.86%) MapReduce
9 141 (38.01%) Apache Pig
10 131 (35.31%) Linux
11 128 (34.50%) Cloudera
12 124 (33.42%) SQL
13 122 (32.88%) Analytics
14 114 (30.73%) Degree
15 109 (29.38%) SQL Server
16 108 (29.11%) Agile Software Development
16 108 (29.11%) Hadoop YARN
17 105 (28.30%) Scala
18 102 (27.49%) Business Intelligence
19 99 (26.68%) Open Source
20 98 (26.42%) Apache Cassandra
21 95 (25.61%) Kafka
21 95 (25.61%) Apache Flume
22 92 (24.80%) Finance
23 86 (23.18%) Sqoop
24 84 (22.64%) Apache
25 83 (22.37%) ETL
25 83 (22.37%) Oracle
26 80 (21.56%) Performance Tuning
27 77 (20.75%) NoSQL

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
1 217 (58.49%) Apache Spark
2 141 (38.01%) Apache Pig
3 84 (22.64%) Apache
4 18 (4.85%) Elasticsearch
5 15 (4.04%) OpenStack
5 15 (4.04%) SAS
6 10 (2.70%) nginx
7 9 (2.43%) JBoss
8 8 (2.16%) Apache Solr
8 8 (2.16%) Confluence
9 7 (1.89%) Tomcat
10 5 (1.35%) Cloud Foundry
11 4 (1.08%) GemFire
12 1 (0.27%) Eucalyptus
12 1 (0.27%) IIS
12 1 (0.27%) WebLogic
Applications
1 8 (2.16%) MS Excel
2 3 (0.81%) MS Visio
3 2 (0.54%) SPSS
Business Applications
1 3 (0.81%) SAP Oil and Gas
2 1 (0.27%) Oracle Receivables
Cloud Services
1 56 (15.09%) Amazon AWS
2 20 (5.39%) Cloud Computing
3 15 (4.04%) IaaS
4 13 (3.50%) Microsoft Azure
4 13 (3.50%) PaaS
5 9 (2.43%) Google Cloud Platform
6 6 (1.62%) Amazon EMR
6 6 (1.62%) Sumo Logic
7 5 (1.35%) GitHub
7 5 (1.35%) SaaS
8 4 (1.08%) Amazon EC2
8 4 (1.08%) Amazon S3
9 3 (0.81%) DigitalOcean
10 1 (0.27%) Amazon ELB
10 1 (0.27%) Amazon Kinesis
10 1 (0.27%) AWS CloudFormation
10 1 (0.27%) AWS Lambda
10 1 (0.27%) CloudFront
Communications & Networking
1 25 (6.74%) HTTP
2 17 (4.58%) Internet
3 8 (2.16%) IPv4
3 8 (2.16%) Kerberos
4 7 (1.89%) DNS
5 2 (0.54%) LDAP
5 2 (0.54%) VoIP
6 1 (0.27%) SSH
6 1 (0.27%) TCP/IP
6 1 (0.27%) VPN
Database & Business Intelligence
1 360 (97.04%) Hadoop
2 316 (85.18%) Big Data
3 222 (59.84%) Apache Hive
4 179 (48.25%) HBase
5 109 (29.38%) SQL Server
6 98 (26.42%) Apache Cassandra
7 86 (23.18%) Sqoop
8 77 (20.75%) NoSQL
8 77 (20.75%) PostgreSQL
9 71 (19.14%) Relational Database
10 68 (18.33%) Impala
11 51 (13.75%) MongoDB
12 46 (12.40%) Data Warehouse
13 43 (11.59%) MySQL
14 30 (8.09%) RDBMS
15 28 (7.55%) Redis
16 22 (5.93%) Data Mining
17 18 (4.85%) Amazon Redshift
17 18 (4.85%) QlikView
18 16 (4.31%) SQL Server Integration Services
Development Applications
1 50 (13.48%) Git (software)
2 33 (8.89%) Jenkins
3 23 (6.20%) JIRA
4 22 (5.93%) Maven
5 20 (5.39%) JUnit
6 17 (4.58%) Eclipse
7 15 (4.04%) Selenium
8 13 (3.50%) Bugzilla
8 13 (3.50%) NetBeans
8 13 (3.50%) Subversion
9 11 (2.96%) Gradle
10 10 (2.70%) Talend Open Studio
10 10 (2.70%) Trac
11 9 (2.43%) TestNG
12 7 (1.89%) Gerrit
13 6 (1.62%) TeamCity
13 6 (1.62%) Vagrant
14 5 (1.35%) Grunt
15 3 (0.81%) NeoLoad
15 3 (0.81%) RStudio
General
1 92 (24.80%) Finance
2 49 (13.21%) Manufacturing
3 32 (8.63%) Banking
4 23 (6.20%) Marketing
5 11 (2.96%) Advertising
6 9 (2.43%) Retail
7 7 (1.89%) Games
7 7 (1.89%) Telecoms
8 5 (1.35%) Investment Banking
9 4 (1.08%) Legal
9 4 (1.08%) Pharmaceutical
10 3 (0.81%) Electronics
11 2 (0.54%) iGaming
11 2 (0.54%) Publishing
12 1 (0.27%) Financial Institution
12 1 (0.27%) Front Office
12 1 (0.27%) Law
Job Titles
1 127 (34.23%) Developer
2 81 (21.83%) Java Developer
3 60 (16.17%) Data Engineer
4 52 (14.02%) Big Data Engineer
4 52 (14.02%) Hadoop Developer
5 51 (13.75%) Hadoop Engineer
6 45 (12.13%) Administrator
7 42 (11.32%) Hadoop Administrator
8 38 (10.24%) Big Data Developer
9 37 (9.97%) Architect
9 37 (9.97%) Java Hadoop Developer
10 34 (9.16%) Data Architect
11 32 (8.63%) Big Data Architect
12 30 (8.09%) Senior Developer
13 28 (7.55%) Big Data Consultant
13 28 (7.55%) Consultant
13 28 (7.55%) Data Consultant
13 28 (7.55%) Java Engineer
14 27 (7.28%) Software Engineer
15 26 (7.01%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 95 (25.61%) Kafka
2 47 (12.67%) LAPP Stack
3 39 (10.51%) HTML
4 34 (9.16%) REST
5 32 (8.63%) J2EE
5 32 (8.63%) Spring
6 27 (7.28%) CSS
6 27 (7.28%) Web Services
7 23 (6.20%) Hibernate
8 22 (5.93%) JSON
9 19 (5.12%) AngularJS
9 19 (5.12%) XML
10 15 (4.04%) JDBC
11 14 (3.77%) Java SE
11 14 (3.77%) Node.js
12 12 (3.23%) D3.js
12 12 (3.23%) Velocity
13 11 (2.96%) .NET
13 11 (2.96%) Spring Integration
14 10 (2.70%) ODBC
Miscellaneous
1 40 (10.78%) Computer Science
2 34 (9.16%) Analytical Skills
3 23 (6.20%) Mathematics
4 22 (5.93%) Algorithms
5 21 (5.66%) Visualisation
6 19 (5.12%) Fintech
7 18 (4.85%) Physics
8 17 (4.58%) Management Information System
9 13 (3.50%) Replication
10 11 (2.96%) Data Centre
11 9 (2.43%) Clustering
11 9 (2.43%) Data Structures
12 8 (2.16%) PKI
12 8 (2.16%) Wiki
13 7 (1.89%) Mobile App
14 5 (1.35%) Cloud Native
15 4 (1.08%) Data Integration
15 4 (1.08%) Life Science
15 4 (1.08%) Virtual Team
16 3 (0.81%) Statistics
Operating Systems
1 131 (35.31%) Linux
2 46 (12.40%) Unix
3 20 (5.39%) Windows
4 13 (3.50%) Red Hat Enterprise Linux
5 6 (1.62%) CoreOS
6 1 (0.27%) Windows Server
Processes & Methodologies
1 159 (42.86%) MapReduce
2 122 (32.88%) Analytics
3 108 (29.11%) Agile Software Development
4 102 (27.49%) Business Intelligence
5 99 (26.68%) Open Source
6 83 (22.37%) ETL
7 80 (21.56%) Performance Tuning
8 76 (20.49%) Software Engineering
9 71 (19.14%) Data Analytics
10 57 (15.36%) Stakeholder Management
11 56 (15.09%) TDD
12 49 (13.21%) Data Management
13 45 (12.13%) Scrum
14 44 (11.86%) Business Development
15 34 (9.16%) Continuous Integration
15 34 (9.16%) Multithreading
16 31 (8.36%) SDLC
17 29 (7.82%) Big Data Analytics
18 25 (6.74%) Machine Learning
19 24 (6.47%) DevOps
Programming Languages
1 272 (73.32%) Java
2 171 (46.09%) Python
3 124 (33.42%) SQL
4 105 (28.30%) Scala
5 60 (16.17%) Shell Script
6 53 (14.29%) R
7 35 (9.43%) C++
8 31 (8.36%) JavaScript
8 31 (8.36%) Ruby
9 26 (7.01%) C#
10 17 (4.58%) Bash Shell
11 16 (4.31%) MATLAB
12 15 (4.04%) PHP
13 13 (3.50%) Perl
14 8 (2.16%) C
15 7 (1.89%) Go
16 3 (0.81%) Clojure
17 1 (0.27%) ANSI SQL
17 1 (0.27%) HiveQL
17 1 (0.27%) TypeScript
Qualifications
1 114 (30.73%) Degree
2 17 (4.58%) Security Cleared
3 12 (3.23%) PhD
4 8 (2.16%) DV Cleared
4 8 (2.16%) SC Cleared
Quality Assurance & Compliance
1 12 (3.23%) Data Quality
2 4 (1.08%) QA
3 3 (0.81%) SLA
System Software
1 95 (25.61%) Apache Flume
2 35 (9.43%) Apache ZooKeeper
3 24 (6.47%) Docker
4 15 (4.04%) VMware Infrastructure
5 14 (3.77%) VirtualBox
6 8 (2.16%) KVM
7 4 (1.08%) Xen
8 2 (0.54%) Virtual Machines
9 1 (0.27%) GPFS
9 1 (0.27%) LXC
Systems Management
1 108 (29.11%) Hadoop YARN
2 70 (18.87%) Oozie
3 25 (6.74%) Ambari
4 22 (5.93%) Puppet
5 20 (5.39%) Mesos
6 13 (3.50%) Ansible
6 13 (3.50%) Opscode Chef
7 9 (2.43%) Kibana
8 6 (1.62%) Kubernetes
8 6 (1.62%) Nagios
8 6 (1.62%) Salt
8 6 (1.62%) ZABBIX
9 3 (0.81%) Consul
9 3 (0.81%) Packer
9 3 (0.81%) Rancher
9 3 (0.81%) Terraform
10 1 (0.27%) HAProxy
10 1 (0.27%) logstash
Vendors
1 128 (34.50%) Cloudera
2 83 (22.37%) Oracle
3 76 (20.49%) Hortonworks
4 54 (14.56%) MapR
5 24 (6.47%) Tableau
6 20 (5.39%) Netezza
7 16 (4.31%) VMware
8 15 (4.04%) Google
8 15 (4.04%) Informatica
9 13 (3.50%) Red Hat
10 11 (2.96%) WorldPay
11 10 (2.70%) SAP
11 10 (2.70%) Splunk
11 10 (2.70%) Talend
12 9 (2.43%) Teradata
13 8 (2.16%) Sybase
14 7 (1.89%) MicroStrategy
14 7 (1.89%) Rackspace
15 6 (1.62%) New Relic
15 6 (1.62%) SaltStack
Manchester, Lancashire
TDA Recruitment Ltd
Salary: £60k-£65k per annum + +Bonus + 30 Days Holiday
Posted: Yesterday
Central London / West End
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: Yesterday
Warwick, Warwickshire
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: Yesterday
Manchester
TDA Group
Salary: £60000 - £65000 per annum + +Bonus +30 days holiday
Posted: 7 days ago
Manchester
TDA Group
Salary: £45000 - £50000 per annum + Bonus +OT +28 days holiday
Posted: 7 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 6 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 7 days ago
London
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: 6 days ago
Berkshire
Computer Futures
Salary: competitive
Posted: 9 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 14 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 18 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 16 days ago
London
People Source Consulting
Salary: £40000 - £55000 per annum
Posted: 26 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 21 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 22 days ago