The following table provides summary statistics for contract job vacancies with a requirement for Apache Accumulo skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Accumulo over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Apache Accumulo
UK
Rank 590 635 -
Rank change year-on-year +45 -  
Contract jobs citing Apache Accumulo 6 7 0
As % of all contract IT jobs advertised in the UK 0.013% 0.013% -
As % of the Database & Business Intelligence category 0.058% 0.060% -
Number of daily rates quoted 0 4 0
Median daily rate - £423 -
UK excluding London median daily rate - £400 -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 contract job vacancies with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10302 11737 11801
As % of all contract IT job vacancies advertised in the UK 22.74% 22.14% 22.43%
Number of daily rates quoted 6968 7866 7527
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 130 190 155
Median hourly rate £30.50 £32.50 £32.10
Median hourly rate % change year-on-year -6.15% +1.24%  
90% offered a hourly rate of more than £11.75 £14.50 £16.45
10% offered a hourly rate of more than £47.00 £57.75 £47.50
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Apache Accumulo
Job Vacancy Trend

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

Job vacancy trend for Apache Accumulo in the UK

Apache Accumulo
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Accumulo.

Contractor daily rate trend for Apache Accumulo in the UK

Apache Accumulo
Top 8 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Accumulo within the UK over the 3 months to 24 March 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +33 6 - - 1
South East +28 3 - -
London +28 2 - -
Oxfordshire - 2 - -
Gloucestershire +6 1 - -
South West -4 1 - -
Berkshire - 1 - -
Reading - 1 - -

Apache Accumulo
Top 30 Related IT Skills

For the 6 months to 24 March 2017, IT contractor 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 contract ads with a requirement for Apache Accumulo.

1 13 (92.86%) Java
1 13 (92.86%) Agile Software Development
2 11 (78.57%) Hadoop
2 11 (78.57%) Apache Spark
3 9 (64.29%) NoSQL
3 9 (64.29%) Apache
4 8 (57.14%) Scrum
4 8 (57.14%) JIRA
4 8 (57.14%) Scala
4 8 (57.14%) Confluence
4 8 (57.14%) Big Data
5 7 (50.00%) Neo4j
5 7 (50.00%) Apache Hive
5 7 (50.00%) MongoDB
5 7 (50.00%) OrientDB
5 7 (50.00%) Security Cleared
5 7 (50.00%) Python
6 6 (42.86%) SQL
6 6 (42.86%) Software Engineering
6 6 (42.86%) Elasticsearch
6 6 (42.86%) HBase
6 6 (42.86%) Apache Pig
7 5 (35.71%) Kafka
7 5 (35.71%) MapReduce
7 5 (35.71%) Hortonworks
7 5 (35.71%) Requirements Analysis
7 5 (35.71%) Wiki
7 5 (35.71%) OO
7 5 (35.71%) OOD
8 4 (28.57%) Business Intelligence

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 11 (78.57%) Apache Spark
2 9 (64.29%) Apache
3 8 (57.14%) Confluence
4 6 (42.86%) Apache Pig
4 6 (42.86%) Elasticsearch
5 2 (14.29%) Apache Solr
Business Applications
1 2 (14.29%) SAP Oil and Gas
Database & Business Intelligence
1 11 (78.57%) Hadoop
2 9 (64.29%) NoSQL
3 8 (57.14%) Big Data
4 7 (50.00%) Apache Hive
4 7 (50.00%) MongoDB
4 7 (50.00%) Neo4j
4 7 (50.00%) OrientDB
5 6 (42.86%) HBase
6 4 (28.57%) AllegroGraph
6 4 (28.57%) Triplestore
7 3 (21.43%) Oracle Database
7 3 (21.43%) Oracle Database 12c
8 2 (14.29%) Apache Cassandra
8 2 (14.29%) Apache Zeppelin
8 2 (14.29%) Bigtable
8 2 (14.29%) Data Lake
8 2 (14.29%) MySQL
8 2 (14.29%) SQL Server
8 2 (14.29%) Sqoop
8 2 (14.29%) Stardog
Development Applications
1 8 (57.14%) JIRA
2 3 (21.43%) Ant
2 3 (21.43%) Atlassian Bamboo
2 3 (21.43%) Jenkins
2 3 (21.43%) Maven
3 2 (14.29%) Apache Continuum
3 2 (14.29%) Bitbucket
3 2 (14.29%) Git (software)
3 2 (14.29%) Gradle
3 2 (14.29%) Selenium
4 1 (7.14%) Eclipse
4 1 (7.14%) JUnit
4 1 (7.14%) Vagrant
General
1 4 (28.57%) Finance
2 2 (14.29%) Electronics
2 2 (14.29%) Front Office
2 2 (14.29%) Manufacturing
2 2 (14.29%) Marketing
2 2 (14.29%) Telecoms
3 1 (7.14%) Banking
Job Titles
1 7 (50.00%) Developer
2 5 (35.71%) Big Data Engineer
2 5 (35.71%) Data Engineer
2 5 (35.71%) Software Engineer
3 4 (28.57%) Java Developer
4 3 (21.43%) Java Engineer
4 3 (21.43%) Java Software Engineer
5 2 (14.29%) Architect
5 2 (14.29%) Big Data Developer
5 2 (14.29%) Database Developer
5 2 (14.29%) DV Cleared Software Engineer
5 2 (14.29%) Hadoop Architect
6 1 (7.14%) Big Data Architect
6 1 (7.14%) Cloud Architect
6 1 (7.14%) Cloud Developer
6 1 (7.14%) Data Architect
6 1 (7.14%) Hadoop Developer
6 1 (7.14%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (35.71%) Kafka
2 2 (14.29%) Apache Camel
2 2 (14.29%) CSS
2 2 (14.29%) HTML
2 2 (14.29%) jQuery
2 2 (14.29%) Node.js
2 2 (14.29%) REST
2 2 (14.29%) Twitter Bootstrap
2 2 (14.29%) XML
3 1 (7.14%) Middleware
Miscellaneous
1 5 (35.71%) Wiki
2 3 (21.43%) Cyber Defence
2 3 (21.43%) Cyberthreat
3 2 (14.29%) Analytical Skills
3 2 (14.29%) Public Cloud
Operating Systems
1 3 (21.43%) Linux
2 1 (7.14%) CentOS
2 1 (7.14%) Red Hat Enterprise Linux
Processes & Methodologies
1 13 (92.86%) Agile Software Development
2 8 (57.14%) Scrum
3 6 (42.86%) Software Engineering
4 5 (35.71%) MapReduce
4 5 (35.71%) OO
4 5 (35.71%) OOD
4 5 (35.71%) Requirements Analysis
5 4 (28.57%) Business Intelligence
6 3 (21.43%) Continuous Integration
6 3 (21.43%) Open Source
7 2 (14.29%) Analytics
7 2 (14.29%) DevOps
7 2 (14.29%) Digital Marketing
7 2 (14.29%) ITIL
7 2 (14.29%) Machine Learning
7 2 (14.29%) Predictive Analytics
7 2 (14.29%) Programme Management
7 2 (14.29%) Service Delivery
8 1 (7.14%) Kanban
8 1 (7.14%) Unit Testing
Programming Languages
1 13 (92.86%) Java
2 8 (57.14%) Scala
3 7 (50.00%) Python
4 6 (42.86%) SQL
5 3 (21.43%) JavaScript
6 2 (14.29%) C
6 2 (14.29%) MATLAB
6 2 (14.29%) R
6 2 (14.29%) Ruby
7 1 (7.14%) Bash Shell
7 1 (7.14%) Perl
7 1 (7.14%) PHP
7 1 (7.14%) PL/SQL
7 1 (7.14%) Shell Script
Qualifications
1 7 (50.00%) Security Cleared
2 3 (21.43%) SC Cleared
3 2 (14.29%) DV Cleared
System Software
1 3 (21.43%) Apache ZooKeeper
2 2 (14.29%) Apache Flume
2 2 (14.29%) HDFS
3 1 (7.14%) Docker
Systems Management
1 3 (21.43%) Hadoop YARN
1 3 (21.43%) Oozie
2 2 (14.29%) Ambari
2 2 (14.29%) Kibana
3 1 (7.14%) Ansible
Vendors
1 5 (35.71%) Hortonworks
2 3 (21.43%) Oracle
3 2 (14.29%) Atlassian
3 2 (14.29%) Cloudera
3 2 (14.29%) GoldenSource
3 2 (14.29%) Platfora
3 2 (14.29%) SAP
3 2 (14.29%) Tableau
4 1 (7.14%) ESRI
4 1 (7.14%) Red Hat