The following table provides summary statistics for permanent job vacancies with a requirement for Apache Accumulo skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Accumulo over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Accumulo
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 861 886 967
Rank change year-on-year +25 +81  
Permanent jobs citing Apache Accumulo 11 38 4
As % of all permanent IT jobs advertised in the UK 0.012% 0.039% 0.004%
As % of the Database & Business Intelligence category 0.040% 0.13% 0.011%
Number of salaries quoted 10 20 2
Median salary £57,500 £52,500 £42,500
Median salary % change year-on-year +9.52% +23.52%  
90% offered a salary of more than £52,000 £42,500 £40,500
10% offered a salary of more than £60,750 £80,000 £44,500
UK excluding London median salary £57,500 £50,000 £42,500
% change year-on-year +15.00% +17.64%  

Apache Accumulo is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 27194 29052 36094
As % of all permanent IT job vacancies advertised in the UK 30.87% 29.93% 32.61%
Number of salaries quoted 22923 24759 30469
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Apache Accumulo
Job Vacancy Trend

The job posting trend of jobs advertised citing Apache Accumulo as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Apache Accumulo 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.

Salary trend for Apache Accumulo in the UK

Apache Accumulo
Salary Histogram

The salary distribution of IT jobs citing Apache Accumulo over the 3 months to 25 June 2017.

Salary histogram for Apache Accumulo in the UK

Apache Accumulo
Top 6 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 25 June 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
England +26 11 £57,500 +9.52%
North West - 8 £57,500 -
Manchester - 8 £57,500 -
Cheltenham +15 3 £52,500 -
South West -6 3 £52,500 +5.00%
Gloucestershire -7 3 £52,500 +5.00%

For the 6 months to 25 June 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 with a requirement for Apache Accumulo.

1 18 (69.23%) Hadoop
1 18 (69.23%) Apache Spark
2 14 (53.85%) Linux
3 13 (50.00%) Java
3 13 (50.00%) TDD
3 13 (50.00%) HBase
3 13 (50.00%) Vagrant
3 13 (50.00%) Docker
4 12 (46.15%) Agile Software Development
5 11 (42.31%) DevOps
5 11 (42.31%) Open Source
6 10 (38.46%) Apache Hive
6 10 (38.46%) Oozie
6 10 (38.46%) Apache Pig
6 10 (38.46%) Ansible
6 10 (38.46%) Continuous Delivery
7 9 (34.62%) Analytics
8 8 (30.77%) MongoDB
8 8 (30.77%) HTML5
8 8 (30.77%) Puppet
8 8 (30.77%) Backbone.js
8 8 (30.77%) CSS3
8 8 (30.77%) Data Analytics
8 8 (30.77%) Jenkins
8 8 (30.77%) Apache Jena
8 8 (30.77%) Play Framework
8 8 (30.77%) Relational Database
8 8 (30.77%) Spring Boot
8 8 (30.77%) Elastic Stack
8 8 (30.77%) API Development

Apache Accumulo
Co-occurring 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 18 (69.23%) Apache Spark
2 10 (38.46%) Apache Pig
3 3 (11.54%) Confluence
3 3 (11.54%) Elasticsearch
3 3 (11.54%) OpenStack
Business Applications
1 5 (19.23%) SAP Oil and Gas
Cloud Services
1 3 (11.54%) Amazon AWS
1 3 (11.54%) GitHub
1 3 (11.54%) Google Cloud Platform
Communications & Networking
1 3 (11.54%) Firewall
1 3 (11.54%) Internet
Database & Business Intelligence
1 18 (69.23%) Hadoop
2 13 (50.00%) HBase
3 10 (38.46%) Apache Hive
4 8 (30.77%) CouchDB
4 8 (30.77%) MongoDB
4 8 (30.77%) Relational Database
5 5 (19.23%) Big Data
6 3 (11.54%) Apache Cassandra
6 3 (11.54%) Redis
Development Applications
1 13 (50.00%) Vagrant
2 8 (30.77%) Eclipse
2 8 (30.77%) Git (software)
2 8 (30.77%) Jenkins
2 8 (30.77%) JIRA
2 8 (30.77%) Maven
3 5 (19.23%) Atlassian Bamboo
3 5 (19.23%) JMeter
3 5 (19.23%) Selenium
3 5 (19.23%) WATIR
4 3 (11.54%) Bitbucket
4 3 (11.54%) Sonatype Nexus
General
1 5 (19.23%) Electronics
1 5 (19.23%) Finance
1 5 (19.23%) Manufacturing
1 5 (19.23%) Marketing
1 5 (19.23%) Telecoms
2 1 (3.85%) Advertising
Job Titles
1 10 (38.46%) Developer
2 9 (34.62%) Java Engineer
3 7 (26.92%) Lead Software Engineer
4 5 (19.23%) Analyst
4 5 (19.23%) Lead Developer
4 5 (19.23%) Lead Software Developer
4 5 (19.23%) Software Developer
4 5 (19.23%) Test Analyst
5 4 (15.38%) Hadoop Developer
5 4 (15.38%) Java Developer
5 4 (15.38%) Java Hadoop Developer
6 3 (11.54%) Java Software Engineer
6 3 (11.54%) Software Engineer
7 1 (3.85%) Big Data Engineer
7 1 (3.85%) Data Engineer
7 1 (3.85%) Junior
7 1 (3.85%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 8 (30.77%) Apache Jena
1 8 (30.77%) Backbone.js
1 8 (30.77%) CSS
1 8 (30.77%) CSS3
1 8 (30.77%) Elastic Stack
1 8 (30.77%) HTML
1 8 (30.77%) HTML5
1 8 (30.77%) jQuery
1 8 (30.77%) Play Framework
1 8 (30.77%) RESTful
1 8 (30.77%) Spring
1 8 (30.77%) Spring Boot
1 8 (30.77%) Spring Cloud
Miscellaneous
1 8 (30.77%) User Experience
2 5 (19.23%) Analytical Skills
3 4 (15.38%) Greenfield Project
4 1 (3.85%) Algorithms
Operating Systems
1 14 (53.85%) Linux
2 5 (19.23%) Windows
Processes & Methodologies
1 13 (50.00%) TDD
2 12 (46.15%) Agile Software Development
3 11 (42.31%) DevOps
3 11 (42.31%) Open Source
4 10 (38.46%) Continuous Delivery
5 9 (34.62%) Analytics
6 8 (30.77%) API Development
6 8 (30.77%) Data Analytics
6 8 (30.77%) Microservices
7 6 (23.08%) Continuous Integration
7 6 (23.08%) Cybersecurity
7 6 (23.08%) Software Engineering
8 5 (19.23%) Defect Tracking
8 5 (19.23%) Digital Marketing
8 5 (19.23%) Integration Testing
8 5 (19.23%) Performance Testing
8 5 (19.23%) Programme Management
8 5 (19.23%) Risk Analysis
8 5 (19.23%) Scenario Testing
8 5 (19.23%) SDLC
Programming Languages
1 13 (50.00%) Java
2 8 (30.77%) C
2 8 (30.77%) JavaScript
2 8 (30.77%) Python
2 8 (30.77%) SQL
3 5 (19.23%) Bash Shell
3 5 (19.23%) Perl
3 5 (19.23%) Ruby
4 3 (11.54%) C++
4 3 (11.54%) Go
4 3 (11.54%) Scala
5 1 (3.85%) PHP
Qualifications
1 8 (30.77%) Security Cleared
2 5 (19.23%) ISTQB
2 5 (19.23%) ISTQB Foundation Certification
3 3 (11.54%) Degree
System Software
1 13 (50.00%) Docker
Systems Management
1 10 (38.46%) Ansible
1 10 (38.46%) Oozie
2 8 (30.77%) Puppet
3 3 (11.54%) Opscode Chef
Vendors
1 5 (19.23%) CA Agile Central
1 5 (19.23%) SAP
2 3 (11.54%) Google
3 1 (3.85%) Microsoft