Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Accumulo
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1154 1149 1295
Rank change year-on-year -5 +146 -27
Permanent jobs citing Apache Accumulo 23 73 19
As % of all permanent IT jobs advertised in the UK 0.013% 0.038% 0.009%
As % of the Database & Business Intelligence category 0.043% 0.13% 0.028%
Number of salaries quoted 16 52 15
UK 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 excluding London median annual salary £57,500 £47,000 £45,000
% change year-on-year +22.34% +4.44% -14.29%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54109 56256 68994
As % of all permanent IT jobs advertised in the UK 30.24% 29.63% 31.50%
Number of salaries quoted 44517 48077 58103
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £76,750 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Apache Accumulo
Job Vacancy Trend

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

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 6 months to 18 November 2017.

Salary histogram for Apache Accumulo in the UK

Apache Accumulo
Top 7 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 6 months to 18 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
England -23 23 £57,500 +22.34%
UK excluding London +23 19 £57,500 +22.34%
North of England - 15 £57,500 -
North West - 15 £57,500 -
London -9 4 £33,500 -55.33%
South West -53 3 - -
South East +28 1 £55,000 -

For the 6 months to 18 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 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 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 Support
7 1 (4.35%) Linux Engineer
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