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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Apache Accumulo
UK / England
Rank 819 883 910
Rank change year-on-year
+64 +27
Permanent jobs citing Apache Accumulo 21 24 9
As % of all permanent IT jobs located in England 0.027% 0.026% 0.009%
As % of the Database & Business Intelligence category 0.089% 0.081% 0.030%
Number of salaries quoted 16 21 8
Median salary £47,000 £45,000 £55,000
Median salary % change year-on-year
+4.44% -18.18%
90% offered a salary of more than £35,000 £42,500 £40,650
10% offered a salary of more than £48,500 £62,500 £60,000
UK excluding London median salary £47,000 £42,500 £55,000
% change year-on-year
+10.58% -22.72%

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
23722 29742 29971
As % of all permanent IT jobs located in England 30.10% 32.18% 30.93%
Number of salaries quoted 20590 25485 25899
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

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 24 January 2017.

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 24 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
South West +25 17 £47,000 +4.44% 1
London +45 3 - -
South East +58 1 £50,000 +5.26% 1
Apache Accumulo
UK

Apache Accumulo
Top 30 Related IT Skills in England

For the 6 months to 24 January 2017, 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 58 (100.00%) Hadoop
2 53 (91.38%) Java
3 50 (86.21%) Apache Spark
4 45 (77.59%) Apache Hive
5 42 (72.41%) Apache Pig
6 39 (67.24%) HBase
6 39 (67.24%) Oozie
7 35 (60.34%) Vagrant
7 35 (60.34%) Ansible
7 35 (60.34%) Docker
7 35 (60.34%) Continuous Delivery
8 23 (39.66%) Software Engineering
9 18 (31.03%) Python
10 16 (27.59%) Agile Software Development
11 15 (25.86%) MongoDB
12 12 (20.69%) Elasticsearch
13 11 (18.97%) Big Data
14 10 (17.24%) Kafka
14 10 (17.24%) MapReduce
14 10 (17.24%) JIRA
15 9 (15.52%) Apache
15 9 (15.52%) Node.js
15 9 (15.52%) NoSQL
15 9 (15.52%) Hortonworks
15 9 (15.52%) Neo4j
16 8 (13.79%) Cloudera
16 8 (13.79%) Cybersecurity
16 8 (13.79%) Open Source
16 8 (13.79%) Scrum
17 7 (12.07%) SQL

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 50 (86.21%) Apache Spark
2 42 (72.41%) Apache Pig
3 12 (20.69%) Elasticsearch
4 9 (15.52%) Apache
5 6 (10.34%) Confluence
6 3 (5.17%) Apache Solr
Database & Business Intelligence
1 58 (100.00%) Hadoop
2 45 (77.59%) Apache Hive
3 39 (67.24%) HBase
4 15 (25.86%) MongoDB
5 11 (18.97%) Big Data
6 9 (15.52%) Neo4j
6 9 (15.52%) NoSQL
7 6 (10.34%) OrientDB
8 5 (8.62%) SQL Server
9 4 (6.90%) Apache Cassandra
9 4 (6.90%) MySQL
10 3 (5.17%) AllegroGraph
10 3 (5.17%) Apache Zeppelin
10 3 (5.17%) Data Lake
10 3 (5.17%) Sqoop
10 3 (5.17%) Triplestore
11 1 (1.72%) PostgreSQL
11 1 (1.72%) Redis
11 1 (1.72%) Relational Database
Development Applications
1 35 (60.34%) Vagrant
2 10 (17.24%) JIRA
3 4 (6.90%) Atlassian Bamboo
3 4 (6.90%) Git (software)
3 4 (6.90%) Jenkins
3 4 (6.90%) JMeter
3 4 (6.90%) Selenium
3 4 (6.90%) WATIR
4 3 (5.17%) Apache Continuum
General
1 3 (5.17%) Banking
1 3 (5.17%) Finance
1 3 (5.17%) Investment Banking
2 1 (1.72%) Advertising
Job Titles
1 40 (68.97%) Java Engineer
2 19 (32.76%) Senior Java Engineer
3 18 (31.03%) Lead Software Engineer
4 8 (13.79%) Developer
5 6 (10.34%) Big Data Developer
6 5 (8.62%) Hadoop Developer
6 5 (8.62%) Java Developer
7 3 (5.17%) Architect
7 3 (5.17%) Data Architect
7 3 (5.17%) Java Hadoop Developer
7 3 (5.17%) Java Scala Developer
7 3 (5.17%) Scala Developer
7 3 (5.17%) Software Engineer
8 2 (3.45%) Big Data Architect
8 2 (3.45%) Big Data Engineer
8 2 (3.45%) Data Engineer
8 2 (3.45%) Junior
8 2 (3.45%) Senior Developer
8 2 (3.45%) Test Automation Engineer
8 2 (3.45%) Test Engineer
Libraries, Frameworks & Software Standards
1 10 (17.24%) Kafka
2 9 (15.52%) Node.js
3 6 (10.34%) AngularJS
3 6 (10.34%) HTML
4 1 (1.72%) .NET
4 1 (1.72%) Backbone.js
4 1 (1.72%) CSS
4 1 (1.72%) CSS3
4 1 (1.72%) D3.js
4 1 (1.72%) Express
4 1 (1.72%) HTML5
4 1 (1.72%) J2EE
4 1 (1.72%) jQuery
4 1 (1.72%) lodash
4 1 (1.72%) MEAN Stack
4 1 (1.72%) React
4 1 (1.72%) RESTful
Miscellaneous
1 6 (10.34%) Wiki
2 5 (8.62%) Analytical Skills
3 3 (5.17%) Computer Science
3 3 (5.17%) Mathematics
3 3 (5.17%) Physics
3 3 (5.17%) Statistics
4 1 (1.72%) Cyber Attack
Operating Systems
1 4 (6.90%) Linux
1 4 (6.90%) Windows
Processes & Methodologies
1 35 (60.34%) Continuous Delivery
2 23 (39.66%) Software Engineering
3 16 (27.59%) Agile Software Development
4 10 (17.24%) MapReduce
5 8 (13.79%) Cybersecurity
5 8 (13.79%) Open Source
5 8 (13.79%) Scrum
6 5 (8.62%) TDD
6 5 (8.62%) Test Automation
7 4 (6.90%) Automation Testing
7 4 (6.90%) Configuration Management
7 4 (6.90%) Continuous Integration
7 4 (6.90%) Defect Tracking
7 4 (6.90%) DevOps
7 4 (6.90%) OO
7 4 (6.90%) OOD
7 4 (6.90%) Performance Testing
8 3 (5.17%) Business Intelligence
8 3 (5.17%) Predictive Analytics
8 3 (5.17%) SDLC
Programming Languages
1 53 (91.38%) Java
2 18 (31.03%) Python
3 7 (12.07%) Scala
3 7 (12.07%) SQL
4 4 (6.90%) Bash Shell
4 4 (6.90%) Perl
4 4 (6.90%) Ruby
5 3 (5.17%) C
5 3 (5.17%) MATLAB
5 3 (5.17%) R
6 2 (3.45%) C++
7 1 (1.72%) C#
7 1 (1.72%) Go
7 1 (1.72%) PHP
Qualifications
1 6 (10.34%) Security Cleared
2 4 (6.90%) Degree
3 3 (5.17%) DV Cleared
3 3 (5.17%) ISTQB
3 3 (5.17%) ISTQB Foundation Certification
4 2 (3.45%) SC Cleared
System Software
1 35 (60.34%) Docker
2 6 (10.34%) Apache ZooKeeper
3 4 (6.90%) Apache Flume
3 4 (6.90%) HDFS
Systems Management
1 39 (67.24%) Oozie
2 35 (60.34%) Ansible
3 7 (12.07%) Hadoop YARN
4 4 (6.90%) Puppet
5 3 (5.17%) Ambari
6 1 (1.72%) Opscode Chef
Vendors
1 9 (15.52%) Hortonworks
2 8 (13.79%) Cloudera
3 4 (6.90%) CA Agile Central
4 3 (5.17%) GoldenSource
4 3 (5.17%) Platfora
4 3 (5.17%) Tableau
5 2 (3.45%) Capita
5 2 (3.45%) MapR
5 2 (3.45%) Oracle
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