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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Apache Accumulo
Rank 852 932 931
Rank change year-on-year
+80 -1
Permanent jobs citing Apache Accumulo 36 5 39
As % of all permanent IT jobs located in England 0.039% 0.005% 0.035%
As % of the Database & Business Intelligence category 0.13% 0.015% 0.11%
Number of salaries quoted 17 3 32
Median salary £60,000 £45,000 £47,500
Median salary % change year-on-year
+33.33% -5.26%
90% offered a salary of more than £44,000 £41,000 £42,500
10% offered a salary of more than £80,000 £67,000 £67,250
UK excluding London median salary £50,000 £42,500 £45,000
% change year-on-year
+17.64% -5.55%
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
27504 33958 35902
As % of all permanent IT jobs located in England 29.97% 32.77% 32.29%
Number of salaries quoted 23813 28933 31072
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 £30,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 June 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 29 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
South West - 13 £50,000 - 3
South East +43 11 - - 1
London +27 8 £77,500 +6.89% 2
East of England - 3 £80,000 -
West Midlands - 1 £42,500 -
Apache Accumulo
UK

Apache Accumulo
Top 30 Related IT Skills in England

For the 6 months to 29 June 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 67 (100.00%) Hadoop
2 62 (92.54%) Java
3 58 (86.57%) Big Data
4 41 (61.19%) Oracle
5 38 (56.72%) Linux
6 36 (53.73%) Agile Software Development
7 35 (52.24%) Apache Spark
8 33 (49.25%) Security Cleared
9 32 (47.76%) Windows
10 31 (46.27%) Ruby
10 31 (46.27%) Elasticsearch
11 30 (44.78%) DV Cleared
12 29 (43.28%) OO
13 28 (41.79%) Python
14 27 (40.30%) Cybersecurity
15 26 (38.81%) MongoDB
15 26 (38.81%) Open Source
16 25 (37.31%) Perl
17 24 (35.82%) C
17 24 (35.82%) SQL Server
17 24 (35.82%) Analytical Skills
18 23 (34.33%) Kafka
19 22 (32.84%) Analytics
19 22 (32.84%) IBM InfoSphere
19 22 (32.84%) C++
19 22 (32.84%) IBM
20 21 (31.34%) Apache Flume
21 20 (29.85%) Apache Cassandra
21 20 (29.85%) Software Engineering
21 20 (29.85%) JIRA

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 35 (52.24%) Apache Spark
2 31 (46.27%) Elasticsearch
3 17 (25.37%) Confluence
4 11 (16.42%) Apache Pig
5 8 (11.94%) Apache
6 7 (10.45%) JBoss
6 7 (10.45%) Tomcat
7 6 (8.96%) Liferay
8 2 (2.99%) SAS
9 1 (1.49%) WebLogic
9 1 (1.49%) WebSphere
Applications
1 6 (8.96%) MS Excel
1 6 (8.96%) MS Office
1 6 (8.96%) MS PowerPoint
1 6 (8.96%) MS Visio
2 1 (1.49%) SPSS
Cloud Services
1 6 (8.96%) Cloud Computing
Communications & Networking
1 16 (23.88%) Internet
2 6 (8.96%) Firewall
2 6 (8.96%) LAN
2 6 (8.96%) Network Security
2 6 (8.96%) SAN
2 6 (8.96%) WAN
Database & Business Intelligence
1 67 (100.00%) Hadoop
2 58 (86.57%) Big Data
3 26 (38.81%) MongoDB
4 24 (35.82%) SQL Server
5 22 (32.84%) IBM InfoSphere
6 20 (29.85%) Apache Cassandra
7 18 (26.87%) Apache Hive
7 18 (26.87%) Neo4j
8 13 (19.40%) MySQL
9 10 (14.93%) NoSQL
10 9 (13.43%) PostgreSQL
10 9 (13.43%) Relational Database
11 7 (10.45%) Impala
12 5 (7.46%) Mahout
13 2 (2.99%) OrientDB
14 1 (1.49%) BusinessObjects
14 1 (1.49%) Data Warehouse
14 1 (1.49%) DB2
14 1 (1.49%) HBase
14 1 (1.49%) Oracle OWB
Development Applications
1 20 (29.85%) JIRA
2 6 (8.96%) Eclipse
2 6 (8.96%) NetBeans
2 6 (8.96%) Visual Studio
3 4 (5.97%) Git (software)
3 4 (5.97%) Jenkins
3 4 (5.97%) Selenium
4 3 (4.48%) Atlassian Bamboo
4 3 (4.48%) JMeter
4 3 (4.48%) WATIR
5 1 (1.49%) ClearCase
5 1 (1.49%) Mercurial
5 1 (1.49%) Subversion
General
1 7 (10.45%) Finance
Job Titles
1 31 (46.27%) Developer
2 16 (23.88%) Java Developer
3 15 (22.39%) Big Data Developer
4 8 (11.94%) Architect
4 8 (11.94%) Big Data Engineer
4 8 (11.94%) Data Engineer
4 8 (11.94%) Java Engineer
5 7 (10.45%) Big Data Architect
5 7 (10.45%) Data Architect
5 7 (10.45%) Solutions Architect
6 6 (8.96%) Integration Developer
6 6 (8.96%) Network Engineer
6 6 (8.96%) Python Developer
7 5 (7.46%) Cloud Engineer
7 5 (7.46%) Hadoop Architect
7 5 (7.46%) Hadoop Engineer
8 4 (5.97%) Apache Spark Developer
8 4 (5.97%) Data Scientist
8 4 (5.97%) Hadoop Developer
9 3 (4.48%) Automation Test Lead
Libraries, Frameworks & Software Standards
1 23 (34.33%) Kafka
2 17 (25.37%) ZeroMQ
3 16 (23.88%) OpenCL
4 6 (8.96%) ELK Stack
4 6 (8.96%) Regular Expression
5 3 (4.48%) .NET
5 3 (4.48%) J2EE
6 1 (1.49%) Java EE
Miscellaneous
1 24 (35.82%) Analytical Skills
2 16 (23.88%) Internet of Things
2 16 (23.88%) User Experience
2 16 (23.88%) VHDL
3 10 (14.93%) Computer Science
4 8 (11.94%) Cyberthreat
4 8 (11.94%) Mathematics
5 6 (8.96%) Data Centre
5 6 (8.96%) Security Operations Centre
6 5 (7.46%) Algorithms
7 2 (2.99%) Physics
8 1 (1.49%) Cybercrime
8 1 (1.49%) Data Structures
8 1 (1.49%) Wiki
Operating Systems
1 38 (56.72%) Linux
2 32 (47.76%) Windows
3 16 (23.88%) Mac OS X
4 6 (8.96%) CentOS
4 6 (8.96%) Windows Server
Processes & Methodologies
1 36 (53.73%) Agile Software Development
2 29 (43.28%) OO
3 27 (40.30%) Cybersecurity
4 26 (38.81%) Open Source
5 22 (32.84%) Analytics
6 20 (29.85%) Software Engineering
7 17 (25.37%) OOP
8 16 (23.88%) Open Source Development
8 16 (23.88%) Waterfall
9 15 (22.39%) Scrum
10 14 (20.90%) OOD
11 13 (19.40%) MapReduce
12 11 (16.42%) Configuration Management
13 10 (14.93%) TDD
14 9 (13.43%) Data Acquisition
14 9 (13.43%) Requirements Analysis
15 7 (10.45%) Stakeholder Engagement
16 6 (8.96%) Security Operations
17 5 (7.46%) Data Virtualisation
18 3 (4.48%) Automation Testing
Programming Languages
1 62 (92.54%) Java
2 31 (46.27%) Ruby
3 28 (41.79%) Python
4 25 (37.31%) Perl
5 24 (35.82%) C
6 22 (32.84%) C++
7 19 (28.36%) Scala
8 10 (14.93%) Bash Shell
8 10 (14.93%) SQL
9 5 (7.46%) PHP
10 3 (4.48%) C#
10 3 (4.48%) Go
10 3 (4.48%) R
Qualifications
1 33 (49.25%) Security Cleared
2 30 (44.78%) DV Cleared
3 16 (23.88%) Degree
4 15 (22.39%) SC Cleared
5 3 (4.48%) ISTQB
6 2 (2.99%) ISTQB Foundation Certification
7 1 (1.49%) ISEB
System Software
1 21 (31.34%) Apache Flume
2 18 (26.87%) Apache ZooKeeper
3 9 (13.43%) HDFS
4 6 (8.96%) Firmware
4 6 (8.96%) Snort
Systems Management
1 18 (26.87%) Hadoop YARN
2 14 (20.90%) Oozie
3 6 (8.96%) CA Single Sign-On
3 6 (8.96%) FortiGate
3 6 (8.96%) Kibana
3 6 (8.96%) logstash
4 4 (5.97%) Opscode Chef
4 4 (5.97%) Puppet
5 1 (1.49%) Ansible
5 1 (1.49%) Salt
Vendors
1 41 (61.19%) Oracle
2 22 (32.84%) IBM
3 17 (25.37%) Cloudera
4 16 (23.88%) Atlassian
5 13 (19.40%) Hortonworks
6 12 (17.91%) HP
7 6 (8.96%) ArcSight
7 6 (8.96%) CA
7 6 (8.96%) Cisco
7 6 (8.96%) Dell
7 6 (8.96%) EMC
7 6 (8.96%) Informatica
7 6 (8.96%) Intel
7 6 (8.96%) Microsoft
7 6 (8.96%) Red Hat
8 3 (4.48%) Rally
9 1 (1.49%) Ab Initio
9 1 (1.49%) Perforce
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