Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Apache Accumulo
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1151 1125 1264
Rank change year-on-year -26 +139 -15
Permanent jobs citing Apache Accumulo 23 73 17
As % of all permanent IT jobs advertised in England 0.014% 0.041% 0.008%
As % of the Database & Business Intelligence category 0.045% 0.14% 0.026%
Number of salaries quoted 16 52 15
England median annual salary £57,500 £47,000 £47,500
Median salary % change year-on-year +22.34% -1.05% -9.52%
10th Percentile £31,375 £33,500 £35,000
90th Percentile £60,000 £80,000 £67,500
UK median annual salary £57,500 £47,000 £47,500
% change year-on-year +22.34% -1.05% -9.52%

Apache Accumulo is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 51188 52794 64575
As % of all permanent IT jobs advertised in England 30.19% 29.61% 31.59%
Number of salaries quoted 42561 45612 54872
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Apache Accumulo
Job Vacancy Trend in England

Job postings citing Apache Accumulo as a percentage of all IT jobs advertised in England.

Job vacancy trend for Apache Accumulo 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 in England.

Salary trend for Apache Accumulo in England

Apache Accumulo
Salary Histogram in England

The salary distribution of IT jobs citing Apache Accumulo in England over the 6 months to 21 November 2017.

Salary histogram for Apache Accumulo 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North West - 15 £57,500 -
North of England - 15 £57,500 -
London +16 4 £33,500 -55.33%
South West -31 3 - - 1
South East +37 1 £55,000 - 1
Apache Accumulo
UK

For the 6 months to 21 November 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 22 (95.65%) Linux
2 14 (60.87%) TDD
2 14 (60.87%) MongoDB
3 13 (56.52%) HTML5
3 13 (56.52%) CSS3
3 13 (56.52%) Hadoop
3 13 (56.52%) jQuery
3 13 (56.52%) CSS
3 13 (56.52%) HTML
4 12 (52.17%) C
4 12 (52.17%) Agile Software Development
4 12 (52.17%) Security Cleared
4 12 (52.17%) Git (software)
4 12 (52.17%) Apache Spark
5 11 (47.83%) Data Analytics
5 11 (47.83%) Analytics
5 11 (47.83%) Open Source
5 11 (47.83%) Backbone.js
6 10 (43.48%) CouchDB
6 10 (43.48%) RESTful
6 10 (43.48%) Apache Jena
6 10 (43.48%) Play Framework
6 10 (43.48%) Relational Database
6 10 (43.48%) Spring Boot
6 10 (43.48%) API Development
6 10 (43.48%) User Experience
6 10 (43.48%) Spring
6 10 (43.48%) Maven
6 10 (43.48%) JavaScript
6 10 (43.48%) SQL

Apache Accumulo
Co-occurring 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 12 (52.17%) Apache Spark
2 3 (13.04%) Confluence
2 3 (13.04%) Elasticsearch
2 3 (13.04%) OpenStack
Applications
1 1 (4.35%) GNU Octave
1 1 (4.35%) Mathematica
Cloud Services
1 3 (13.04%) GitHub
2 1 (4.35%) SaaS
Database & Business Intelligence
1 14 (60.87%) MongoDB
2 13 (56.52%) Hadoop
3 10 (43.48%) CouchDB
3 10 (43.48%) Relational Database
4 8 (34.78%) HBase
5 6 (26.09%) Big Data
6 5 (21.74%) Apache Hive
6 5 (21.74%) Impala
6 5 (21.74%) Sqoop
7 4 (17.39%) Apache Cassandra
8 3 (13.04%) Redis
Development Applications
1 12 (52.17%) Git (software)
2 10 (43.48%) Eclipse
2 10 (43.48%) Maven
3 7 (30.43%) Jenkins
3 7 (30.43%) JIRA
4 4 (17.39%) Atlassian Bamboo
4 4 (17.39%) JMeter
4 4 (17.39%) Selenium
4 4 (17.39%) WATIR
5 3 (13.04%) Bitbucket
5 3 (13.04%) Sonatype Nexus
5 3 (13.04%) Vagrant
General
1 7 (30.43%) Electronics
1 7 (30.43%) Finance
1 7 (30.43%) Manufacturing
1 7 (30.43%) Marketing
1 7 (30.43%) Telecoms
2 2 (8.70%) Advertising
Job Titles
1 8 (34.78%) Software Engineer
2 7 (30.43%) Developer
2 7 (30.43%) Lead Developer
2 7 (30.43%) Lead Software Developer
2 7 (30.43%) Software Developer
3 5 (21.74%) Big Data Engineer
3 5 (21.74%) Big Data Software Engineer
3 5 (21.74%) Data Engineer
4 4 (17.39%) Software Tester
4 4 (17.39%) Tester
5 3 (13.04%) Applications Support
5 3 (13.04%) Java Engineer
5 3 (13.04%) Java Software Engineer
5 3 (13.04%) Lead Software Engineer
6 2 (8.70%) Applications Engineer
6 2 (8.70%) Applications Support Engineer
6 2 (8.70%) Hadoop Engineer
6 2 (8.70%) Support Engineer
7 1 (4.35%) 2nd Line Engineer
7 1 (4.35%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 13 (56.52%) CSS
1 13 (56.52%) CSS3
1 13 (56.52%) HTML
1 13 (56.52%) HTML5
1 13 (56.52%) jQuery
2 11 (47.83%) Backbone.js
3 10 (43.48%) Apache Jena
3 10 (43.48%) Elastic Stack
3 10 (43.48%) Play Framework
3 10 (43.48%) RESTful
3 10 (43.48%) Spring
3 10 (43.48%) Spring Boot
3 10 (43.48%) Spring Cloud
3 10 (43.48%) TinkerPop
4 3 (13.04%) AngularJS
4 3 (13.04%) D3.js
4 3 (13.04%) Node.js
4 3 (13.04%) React
5 1 (4.35%) lodash
Miscellaneous
1 10 (43.48%) User Experience
2 9 (39.13%) Analytical Skills
3 4 (17.39%) Computer Science
4 1 (4.35%) Algorithms
Operating Systems
1 22 (95.65%) Linux
2 9 (39.13%) Windows
Processes & Methodologies
1 14 (60.87%) TDD
2 12 (52.17%) Agile Software Development
3 11 (47.83%) Analytics
3 11 (47.83%) Data Analytics
3 11 (47.83%) Open Source
4 10 (43.48%) API Development
4 10 (43.48%) Microservices
5 9 (39.13%) Integration Testing
6 8 (34.78%) Software Engineering
7 7 (30.43%) Business Intelligence
7 7 (30.43%) DevOps
7 7 (30.43%) Digital Marketing
7 7 (30.43%) Programme Management
8 5 (21.74%) Change Management
8 5 (21.74%) Release Management
9 4 (17.39%) Configuration Management
9 4 (17.39%) Migration
9 4 (17.39%) Performance Testing
9 4 (17.39%) Risk Analysis
9 4 (17.39%) Root Cause Analysis
Programming Languages
1 12 (52.17%) C
2 10 (43.48%) JavaScript
2 10 (43.48%) SQL
3 8 (34.78%) Python
4 7 (30.43%) Java
5 5 (21.74%) Perl
6 4 (17.39%) Bash Shell
6 4 (17.39%) Ruby
6 4 (17.39%) Scala
7 1 (4.35%) C++
7 1 (4.35%) MATLAB
7 1 (4.35%) R
Qualifications
1 12 (52.17%) Security Cleared
2 9 (39.13%) DV Cleared
3 6 (26.09%) Degree
4 4 (17.39%) ISTQB
4 4 (17.39%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 2 (8.70%) SLA
System Software
1 5 (21.74%) Apache Flume
1 5 (21.74%) HDFS
2 3 (13.04%) Docker
Systems Management
1 7 (30.43%) Puppet
2 3 (13.04%) Opscode Chef
Vendors
1 7 (30.43%) SAP
2 5 (21.74%) Atlassian
2 5 (21.74%) Oracle
3 4 (17.39%) CA Agile Central