The table below looks at the statistics for Apache Accumulo skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Apache Accumulo over the 3 months to 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Apache Accumulo
Rank 875 962 960
Rank change year-on-year
+87 -2
Permanent jobs citing Apache Accumulo 37 6 36
As % of all permanent IT jobs located in the UK 0.038% 0.005% 0.031%
As % of the Database & Business Intelligence category 0.13% 0.017% 0.096%
Number of salaries quoted 21 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 £50,000 £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%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
29118 34710 37374
As % of all permanent IT jobs located in the UK 29.74% 31.69% 31.95%
Number of salaries quoted 24742 29246 31876
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 £31,951 £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

The demand trend of job ads 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 the UK

Apache Accumulo
Salary Trend

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

Apache Accumulo Salary Trend in the UK

Apache Accumulo
Salary Histogram

This chart provides a salary histogram for IT jobs citing Apache Accumulo over the 3 months to 31 July 2016 within the UK.

Apache Accumulo Salary Histogram in the UK

Apache Accumulo
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Accumulo within the UK over the 3 months to 31 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
England +59 36 £60,000 +26.31% 4
South West - 14 £60,000 - 2
Gloucestershire - 13 £60,000 - 2
London +50 11 £75,000 +22.44% 1
South East +33 7 - - 1
Cheltenham - 7 £56,250 -
East of England - 4 £80,000 -
Norwich - 4 £80,000 -
Norfolk - 4 £80,000 -
Hampshire - 4 - -
Surrey +28 1 - -
City of London - 1 - - 1
Wiltshire - 1 - -
Oxfordshire - 1 - -
Berkshire - 1 - - 1
Southampton - 1 - -
Reading - 1 - -
Guildford - 1 - -
Corsham - 1 - -

Apache Accumulo
Top 30 Related IT Skills

For the 6 months to 31 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 with a requirement for Apache Accumulo.

1 67 (100.00%) Hadoop
2 59 (88.06%) Java
3 58 (86.57%) Big Data
4 36 (53.73%) Python
5 33 (49.25%) Oracle
5 33 (49.25%) Apache Spark
6 32 (47.76%) Agile Software Development
7 30 (44.78%) Cybersecurity
8 29 (43.28%) Linux
9 28 (41.79%) Security Cleared
9 28 (41.79%) Elasticsearch
10 26 (38.81%) DV Cleared
10 26 (38.81%) SQL Server
11 25 (37.31%) Hadoop YARN
11 25 (37.31%) Apache Hive
12 24 (35.82%) MongoDB
12 24 (35.82%) Open Source
12 24 (35.82%) Software Engineering
13 23 (34.33%) Apache Flume
14 22 (32.84%) Windows
14 22 (32.84%) OO
15 21 (31.34%) Ruby
16 20 (29.85%) Scrum
16 20 (29.85%) Cloudera
16 20 (29.85%) Kafka
16 20 (29.85%) MapReduce
17 18 (26.87%) Apache Pig
17 18 (26.87%) User Experience
18 17 (25.37%) Oozie
18 17 (25.37%) Hortonworks

Apache Accumulo
Top Related IT Skills 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 33 (49.25%) Apache Spark
2 28 (41.79%) Elasticsearch
3 18 (26.87%) Apache Pig
4 12 (17.91%) Confluence
5 10 (14.93%) Apache
6 6 (8.96%) JBoss
6 6 (8.96%) Liferay
6 6 (8.96%) Tomcat
7 1 (1.49%) SAS
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
2 1 (1.49%) Amazon AWS
2 1 (1.49%) Microsoft Azure
2 1 (1.49%) SaaS
Communications & Networking
1 7 (10.45%) 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%) SQL Server
4 25 (37.31%) Apache Hive
5 24 (35.82%) MongoDB
6 17 (25.37%) NoSQL
7 15 (22.39%) IBM InfoSphere
8 14 (20.90%) Apache Cassandra
9 13 (19.40%) Neo4j
10 12 (17.91%) MySQL
10 12 (17.91%) PostgreSQL
10 12 (17.91%) Relational Database
11 7 (10.45%) Impala
12 6 (8.96%) OrientDB
13 5 (7.46%) Mahout
14 4 (5.97%) HBase
15 2 (2.99%) Redis
16 1 (1.49%) BusinessObjects
16 1 (1.49%) Data Warehouse
16 1 (1.49%) Oracle OWB
Development Applications
1 15 (22.39%) 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
4 3 (4.48%) Atlassian Bamboo
4 3 (4.48%) JMeter
4 3 (4.48%) Selenium
4 3 (4.48%) WATIR
5 1 (1.49%) Subversion
General
1 7 (10.45%) Finance
2 1 (1.49%) Advertising
2 1 (1.49%) Manufacturing
2 1 (1.49%) Telecoms
Job Titles
1 23 (34.33%) Developer
2 15 (22.39%) Java Developer
3 13 (19.40%) Big Data Engineer
3 13 (19.40%) Data Engineer
4 10 (14.93%) Java Engineer
5 9 (13.43%) Architect
5 9 (13.43%) Big Data Architect
5 9 (13.43%) Data Architect
6 8 (11.94%) Big Data Developer
7 7 (10.45%) Cloud Engineer
7 7 (10.45%) Hadoop Engineer
7 7 (10.45%) Solutions Architect
8 6 (8.96%) Hadoop Architect
8 6 (8.96%) Integration Developer
8 6 (8.96%) Network Engineer
8 6 (8.96%) Python Developer
8 6 (8.96%) Software Engineer
9 4 (5.97%) Data Scientist
10 3 (4.48%) Automation Test Lead
10 3 (4.48%) C/C++ Software Engineer
Libraries, Frameworks & Software Standards
1 20 (29.85%) Kafka
2 8 (11.94%) ZeroMQ
3 7 (10.45%) OpenCL
4 6 (8.96%) ELK Stack
4 6 (8.96%) Regular Expression
5 3 (4.48%) .NET
5 3 (4.48%) J2EE
6 2 (2.99%) AngularJS
6 2 (2.99%) Backbone.js
6 2 (2.99%) CSS
6 2 (2.99%) CSS3
6 2 (2.99%) D3.js
6 2 (2.99%) Express
6 2 (2.99%) HTML
6 2 (2.99%) HTML5
6 2 (2.99%) jQuery
6 2 (2.99%) lodash
6 2 (2.99%) Node.js
6 2 (2.99%) React
6 2 (2.99%) RESTful
Miscellaneous
1 18 (26.87%) User Experience
2 15 (22.39%) Analytical Skills
3 12 (17.91%) Cyberthreat
4 9 (13.43%) Computer Science
5 7 (10.45%) Internet of Things
5 7 (10.45%) VHDL
6 6 (8.96%) Data Centre
6 6 (8.96%) Mathematics
6 6 (8.96%) Security Operations Centre
7 5 (7.46%) Wiki
8 4 (5.97%) Algorithms
9 2 (2.99%) Physics
10 1 (1.49%) Cybercrime
Operating Systems
1 29 (43.28%) Linux
2 22 (32.84%) Windows
3 7 (10.45%) Mac OS X
4 6 (8.96%) CentOS
4 6 (8.96%) Windows Server
Processes & Methodologies
1 32 (47.76%) Agile Software Development
2 30 (44.78%) Cybersecurity
3 24 (35.82%) Open Source
3 24 (35.82%) Software Engineering
4 22 (32.84%) OO
5 20 (29.85%) MapReduce
5 20 (29.85%) Scrum
6 15 (22.39%) OOD
7 14 (20.90%) Analytics
8 12 (17.91%) TDD
9 10 (14.93%) Configuration Management
9 10 (14.93%) Requirements Analysis
10 9 (13.43%) Data Acquisition
11 7 (10.45%) OOP
11 7 (10.45%) Open Source Development
11 7 (10.45%) Stakeholder Engagement
11 7 (10.45%) Waterfall
12 6 (8.96%) Data Analytics
12 6 (8.96%) Security Operations
13 5 (7.46%) Data Virtualisation
Programming Languages
1 59 (88.06%) Java
2 36 (53.73%) Python
3 21 (31.34%) Ruby
4 17 (25.37%) C
4 17 (25.37%) Perl
5 13 (19.40%) C++
5 13 (19.40%) SQL
6 12 (17.91%) Scala
7 11 (16.42%) Bash Shell
8 5 (7.46%) PHP
9 3 (4.48%) C#
9 3 (4.48%) Go
10 1 (1.49%) R
Qualifications
1 28 (41.79%) Security Cleared
2 26 (38.81%) DV Cleared
3 15 (22.39%) Degree
4 7 (10.45%) SC Cleared
5 2 (2.99%) ISTQB
5 2 (2.99%) ISTQB Foundation Certification
System Software
1 23 (34.33%) Apache Flume
2 13 (19.40%) Apache ZooKeeper
3 12 (17.91%) HDFS
4 6 (8.96%) Firmware
4 6 (8.96%) Snort
Systems Management
1 25 (37.31%) Hadoop YARN
2 17 (25.37%) 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 5 (7.46%) Puppet
5 4 (5.97%) Opscode Chef
6 1 (1.49%) Ansible
6 1 (1.49%) Salt
Vendors
1 33 (49.25%) Oracle
2 20 (29.85%) Cloudera
3 17 (25.37%) Hortonworks
4 15 (22.39%) IBM
5 12 (17.91%) HP
6 7 (10.45%) Atlassian
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
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