The table below looks at the statistics for Apache Accumulo skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Apache Accumulo over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Apache Accumulo
Rank 861 939 936
Rank change year-on-year
+78 -3
Permanent jobs citing Apache Accumulo 35 6 36
As % of all permanent IT jobs located in England 0.038% 0.006% 0.033%
As % of the Database & Business Intelligence category 0.13% 0.018% 0.10%
Number of salaries quoted 19 4 29
Median salary £60,000 £47,500 £47,500
Median salary % change year-on-year
+26.31% -
90% offered a salary of more than £49,500 £41,500 £42,000
10% offered a salary of more than £80,000 £65,750 £65,500
UK excluding London median salary £60,000 £42,500 £46,250
% change year-on-year
+41.17% -8.10%
Apache Accumulo
UK

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 England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
27241 32706 35335
As % of all permanent IT jobs located in England 29.68% 31.89% 32.10%
Number of salaries quoted 23521 27811 30454
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Apache Accumulo
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Apache Accumulo as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Apache Accumulo Jobs Demand Trend in England

Apache Accumulo
Salary Trend in England

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

Apache Accumulo Salary Trend in England

Apache Accumulo
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Apache Accumulo across the England region over the 3 months to 28 July 2016.

Apache Accumulo Salary Histogram in England

Apache Accumulo
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Accumulo within the England region over the 3 months to 28 July 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
South West - 14 £60,000 - 3
London +48 10 £77,500 +26.53% 1
South East +33 7 - - 1
East of England - 4 £80,000 -
Apache Accumulo
UK

Apache Accumulo
Top 30 Related IT Skills in England

For the 6 months to 28 July 2016, IT jobs citing Apache Accumulo 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 Apache Accumulo.

1 66 (100.00%) Hadoop
2 59 (89.39%) Java
3 57 (86.36%) Big Data
4 34 (51.52%) Oracle
4 34 (51.52%) Python
5 32 (48.48%) Apache Spark
6 31 (46.97%) Agile Software Development
7 29 (43.94%) Security Cleared
7 29 (43.94%) Linux
7 29 (43.94%) Cybersecurity
8 28 (42.42%) Elasticsearch
9 27 (40.91%) DV Cleared
10 26 (39.39%) SQL Server
11 25 (37.88%) Software Engineering
12 24 (36.36%) Open Source
12 24 (36.36%) Hadoop YARN
12 24 (36.36%) Apache Hive
13 23 (34.85%) MongoDB
13 23 (34.85%) Apache Flume
13 23 (34.85%) Windows
14 22 (33.33%) OO
14 22 (33.33%) Ruby
15 20 (30.30%) Cloudera
15 20 (30.30%) Kafka
16 19 (28.79%) MapReduce
16 19 (28.79%) Scrum
17 18 (27.27%) C
17 18 (27.27%) User Experience
18 17 (25.76%) Oozie
18 17 (25.76%) Apache Pig

Apache Accumulo
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 32 (48.48%) Apache Spark
2 28 (42.42%) Elasticsearch
3 17 (25.76%) Apache Pig
4 12 (18.18%) Confluence
5 10 (15.15%) Apache
6 6 (9.09%) JBoss
6 6 (9.09%) Liferay
6 6 (9.09%) Tomcat
7 1 (1.52%) SAS
Applications
1 6 (9.09%) MS Excel
1 6 (9.09%) MS Office
1 6 (9.09%) MS PowerPoint
1 6 (9.09%) MS Visio
2 1 (1.52%) SPSS
Cloud Services
1 6 (9.09%) Cloud Computing
2 1 (1.52%) SaaS
Communications & Networking
1 8 (12.12%) Internet
2 6 (9.09%) Firewall
2 6 (9.09%) LAN
2 6 (9.09%) Network Security
2 6 (9.09%) SAN
2 6 (9.09%) WAN
Database & Business Intelligence
1 66 (100.00%) Hadoop
2 57 (86.36%) Big Data
3 26 (39.39%) SQL Server
4 24 (36.36%) Apache Hive
5 23 (34.85%) MongoDB
6 16 (24.24%) IBM InfoSphere
7 15 (22.73%) NoSQL
8 14 (21.21%) Apache Cassandra
9 13 (19.70%) Neo4j
10 12 (18.18%) MySQL
10 12 (18.18%) PostgreSQL
10 12 (18.18%) Relational Database
11 7 (10.61%) Impala
12 5 (7.58%) Mahout
12 5 (7.58%) OrientDB
13 3 (4.55%) HBase
14 2 (3.03%) Redis
15 1 (1.52%) BusinessObjects
15 1 (1.52%) Data Warehouse
15 1 (1.52%) Oracle OWB
Development Applications
1 15 (22.73%) JIRA
2 6 (9.09%) Eclipse
2 6 (9.09%) NetBeans
2 6 (9.09%) Visual Studio
3 4 (6.06%) Git (software)
4 3 (4.55%) Atlassian Bamboo
4 3 (4.55%) Jenkins
4 3 (4.55%) JMeter
4 3 (4.55%) Selenium
4 3 (4.55%) WATIR
5 1 (1.52%) Subversion
General
1 7 (10.61%) Finance
2 1 (1.52%) Manufacturing
2 1 (1.52%) Telecoms
Job Titles
1 23 (34.85%) Developer
2 15 (22.73%) Java Developer
3 13 (19.70%) Big Data Engineer
3 13 (19.70%) Data Engineer
4 10 (15.15%) Java Engineer
5 9 (13.64%) Architect
5 9 (13.64%) Big Data Architect
5 9 (13.64%) Data Architect
6 8 (12.12%) Big Data Developer
7 7 (10.61%) Cloud Engineer
7 7 (10.61%) Hadoop Engineer
7 7 (10.61%) Solutions Architect
8 6 (9.09%) Hadoop Architect
8 6 (9.09%) Integration Developer
8 6 (9.09%) Network Engineer
8 6 (9.09%) Python Developer
8 6 (9.09%) Software Engineer
9 4 (6.06%) Data Scientist
10 3 (4.55%) Automation Test Lead
10 3 (4.55%) J2EE Software Engineer
Libraries, Frameworks & Software Standards
1 20 (30.30%) Kafka
2 9 (13.64%) ZeroMQ
3 8 (12.12%) OpenCL
4 6 (9.09%) ELK Stack
4 6 (9.09%) Regular Expression
5 3 (4.55%) .NET
5 3 (4.55%) J2EE
6 2 (3.03%) AngularJS
6 2 (3.03%) Backbone.js
6 2 (3.03%) CSS
6 2 (3.03%) CSS3
6 2 (3.03%) D3.js
6 2 (3.03%) Express
6 2 (3.03%) HTML
6 2 (3.03%) HTML5
6 2 (3.03%) jQuery
6 2 (3.03%) lodash
6 2 (3.03%) Node.js
6 2 (3.03%) React
6 2 (3.03%) RESTful
Miscellaneous
1 18 (27.27%) User Experience
2 16 (24.24%) Analytical Skills
3 12 (18.18%) Cyberthreat
4 9 (13.64%) Computer Science
5 8 (12.12%) Internet of Things
5 8 (12.12%) VHDL
6 7 (10.61%) Mathematics
7 6 (9.09%) Data Centre
7 6 (9.09%) Security Operations Centre
8 5 (7.58%) Algorithms
9 4 (6.06%) Wiki
10 2 (3.03%) Physics
11 1 (1.52%) Cybercrime
Operating Systems
1 29 (43.94%) Linux
2 23 (34.85%) Windows
3 8 (12.12%) Mac OS X
4 6 (9.09%) CentOS
4 6 (9.09%) Windows Server
Processes & Methodologies
1 31 (46.97%) Agile Software Development
2 29 (43.94%) Cybersecurity
3 25 (37.88%) Software Engineering
4 24 (36.36%) Open Source
5 22 (33.33%) OO
6 19 (28.79%) MapReduce
6 19 (28.79%) Scrum
7 15 (22.73%) Analytics
8 14 (21.21%) OOD
9 12 (18.18%) TDD
10 10 (15.15%) Configuration Management
10 10 (15.15%) Requirements Analysis
11 9 (13.64%) Data Acquisition
12 8 (12.12%) OOP
12 8 (12.12%) Open Source Development
12 8 (12.12%) Waterfall
13 7 (10.61%) Stakeholder Engagement
14 6 (9.09%) Data Analytics
14 6 (9.09%) Security Operations
15 5 (7.58%) Data Virtualisation
Programming Languages
1 59 (89.39%) Java
2 34 (51.52%) Python
3 22 (33.33%) Ruby
4 18 (27.27%) C
5 17 (25.76%) Perl
6 14 (21.21%) C++
7 12 (18.18%) Scala
8 11 (16.67%) SQL
9 10 (15.15%) Bash Shell
10 5 (7.58%) PHP
11 3 (4.55%) C#
11 3 (4.55%) Go
12 1 (1.52%) R
Qualifications
1 29 (43.94%) Security Cleared
2 27 (40.91%) DV Cleared
3 15 (22.73%) Degree
4 7 (10.61%) SC Cleared
5 2 (3.03%) ISTQB
5 2 (3.03%) ISTQB Foundation Certification
System Software
1 23 (34.85%) Apache Flume
2 13 (19.70%) Apache ZooKeeper
3 12 (18.18%) HDFS
4 6 (9.09%) Firmware
4 6 (9.09%) Snort
Systems Management
1 24 (36.36%) Hadoop YARN
2 17 (25.76%) Oozie
3 6 (9.09%) CA Single Sign-On
3 6 (9.09%) FortiGate
3 6 (9.09%) Kibana
3 6 (9.09%) logstash
4 4 (6.06%) Opscode Chef
4 4 (6.06%) Puppet
5 1 (1.52%) Ansible
5 1 (1.52%) Salt
Vendors
1 34 (51.52%) Oracle
2 20 (30.30%) Cloudera
3 16 (24.24%) Hortonworks
3 16 (24.24%) IBM
4 12 (18.18%) HP
5 8 (12.12%) Atlassian
6 6 (9.09%) ArcSight
6 6 (9.09%) CA
6 6 (9.09%) Cisco
6 6 (9.09%) Dell
6 6 (9.09%) EMC
6 6 (9.09%) Informatica
6 6 (9.09%) Intel
6 6 (9.09%) Microsoft
6 6 (9.09%) Red Hat
7 3 (4.55%) Rally
8 1 (1.52%) Ab Initio
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