Period
to 21 July 2017

The following table provides summary statistics for contract job vacancies with a requirement for Ambari skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Ambari over the 6 months to 21 July 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.

Apache Ambari
UK
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 817 855 867
Rank change year-on-year +38 +12 -3
Contract jobs citing Ambari 25 46 4
As % of all contract IT jobs advertised in the UK 0.026% 0.042% 0.004%
As % of the Systems Management category 0.24% 0.39% 0.041%
Number of daily rates quoted 13 35 4
UK median daily rate £425 £525 £495
Median daily rate % change year-on-year -19.05% +6.06% -23.85%
10th Percentile £250 £301 £386
90th Percentile £535 £625 £680
UK excluding London median daily rate £375 £325 -
% change year-on-year +15.38% - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Ambari is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for systems management skills.

Systems Management Skills
UK
Contract job vacancies with a requirement for systems management skills 10210 11744 9683
As % of all contract IT job vacancies advertised in the UK 10.65% 10.67% 8.57%
Number of daily rates quoted 6756 7585 5897
UK median daily rate £460 £425 £395
Median daily rate % change year-on-year +8.24% +7.59% +5.33%
10th Percentile £263 £263 £213
90th Percentile £601 £588 £550
UK excluding London median daily rate £420 £388 £363
% change year-on-year +8.39% +6.90% +7.41%
Number of hourly rates quoted 221 264 338
UK median hourly rate £18.00 £22.50 £20.03
Median hourly rate % change year-on-year -20.00% +12.33% +2.72%
10th Percentile £11.75 £12.75 £12.00
90th Percentile £46.00 £47.66 £40.00
UK excluding London median hourly rate £17.50 £22.50 £20.19
% change year-on-year -22.22% +11.47% +0.93%

Ambari
Job Vacancy Trend

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

Job vacancy trend for Ambari in the UK

Ambari
Contractor Daily Rate Trend

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

Contractor daily rate trend for Ambari in the UK

Ambari
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Ambari over the 6 months to 21 July 2017.

Contractor daily rate histogram for Ambari in the UK

Ambari
Top 7 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Ambari within the UK over the 6 months to 21 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +36 25 £425 -19.05% 12
London -8 16 £425 -20.93% 10
UK excluding London +60 9 £375 +15.38% 2
South East +35 7 £375 +15.38% 1
South West - 1 - -
East Midlands - 1 - -
Midlands - 1 - -

For the 6 months to 21 July 2017, IT contractor jobs citing Ambari 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 Ambari.

1 24 (96.00%) Hadoop
2 18 (72.00%) Linux
3 17 (68.00%) HBase
4 16 (64.00%) Apache Hive
4 16 (64.00%) HDFS
5 15 (60.00%) Hadoop YARN
5 15 (60.00%) MapReduce
5 15 (60.00%) Big Data
6 14 (56.00%) Hortonworks
7 13 (52.00%) Apache Spark
7 13 (52.00%) Sqoop
7 13 (52.00%) Unix
8 10 (40.00%) Agile Software Development
8 10 (40.00%) Kafka
9 9 (36.00%) Apache Flume
9 9 (36.00%) Apache Pig
9 9 (36.00%) Oozie
9 9 (36.00%) Oracle
9 9 (36.00%) Kerberos
9 9 (36.00%) SQL
10 7 (28.00%) DevOps
10 7 (28.00%) Apache ZooKeeper
11 6 (24.00%) Puppet
11 6 (24.00%) Apache
11 6 (24.00%) PostgreSQL
11 6 (24.00%) Red Hat
11 6 (24.00%) SC Cleared
11 6 (24.00%) Security Cleared
11 6 (24.00%) ZABBIX
12 5 (20.00%) Apache Zeppelin

Ambari
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 13 (52.00%) Apache Spark
2 9 (36.00%) Apache Pig
3 6 (24.00%) Apache
4 4 (16.00%) Apache Solr
4 4 (16.00%) Elasticsearch
5 3 (12.00%) Oracle SOA Suite
6 1 (4.00%) Jupyter
Business Applications
1 3 (12.00%) Oracle BPM
Cloud Services
1 4 (16.00%) Amazon AWS
2 3 (12.00%) Cloud Computing
3 1 (4.00%) Amazon CloudWatch
3 1 (4.00%) Amazon ELB
3 1 (4.00%) Amazon S3
3 1 (4.00%) AWS CloudFormation
3 1 (4.00%) Google Cloud Platform
3 1 (4.00%) Microsoft Azure
3 1 (4.00%) Virtual Private Cloud
Communications & Networking
1 9 (36.00%) Kerberos
Database & Business Intelligence
1 24 (96.00%) Hadoop
2 17 (68.00%) HBase
3 16 (64.00%) Apache Hive
4 15 (60.00%) Big Data
5 13 (52.00%) Sqoop
6 6 (24.00%) PostgreSQL
7 5 (20.00%) Apache Zeppelin
8 4 (16.00%) Mahout
9 3 (12.00%) Apache Cassandra
9 3 (12.00%) IBM BigInsights
9 3 (12.00%) MySQL
9 3 (12.00%) Neo4j
9 3 (12.00%) NoSQL
9 3 (12.00%) Oracle Database
9 3 (12.00%) SQL Server
10 2 (8.00%) Data Lake
10 2 (8.00%) InfluxDB
11 1 (4.00%) HDInsight
11 1 (4.00%) Impala
11 1 (4.00%) Power BI
Development Applications
1 4 (16.00%) Jenkins
1 4 (16.00%) JIRA
2 3 (12.00%) Bitbucket
2 3 (12.00%) Team Foundation Server
3 1 (4.00%) Git (software)
3 1 (4.00%) JMeter
3 1 (4.00%) Maven
3 1 (4.00%) SoapUI
General
1 3 (12.00%) Telecoms
2 2 (8.00%) Finance
Job Titles
1 10 (40.00%) Administrator
2 9 (36.00%) Hadoop Administrator
3 4 (16.00%) Data Engineer
4 3 (12.00%) Big Data Engineer
4 3 (12.00%) Technical Leader
5 2 (8.00%) Data Administrator
5 2 (8.00%) Platform Engineer
5 2 (8.00%) Team Leader
5 2 (8.00%) Technical Team Leader
5 2 (8.00%) Test Leader
6 1 (4.00%) DevOps Engineer
6 1 (4.00%) Enterprise Architect
6 1 (4.00%) Enterprise Data Architect
6 1 (4.00%) Enterprise Solutions Architect
6 1 (4.00%) Linux Administrator
6 1 (4.00%) Performance Test Leader
6 1 (4.00%) Senior Architect
6 1 (4.00%) Senior Data Architect
6 1 (4.00%) Senior Enterprise Architect
6 1 (4.00%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (40.00%) Kafka
2 4 (16.00%) Apache Tez
3 3 (12.00%) ActiveMQ
4 1 (4.00%) .NET
4 1 (4.00%) boto
4 1 (4.00%) Samza
4 1 (4.00%) SOAP
4 1 (4.00%) Spark Streaming
Miscellaneous
1 3 (12.00%) Analytical Skills
1 3 (12.00%) Grid Computing
1 3 (12.00%) Management Information System
Operating Systems
1 18 (72.00%) Linux
2 13 (52.00%) Unix
3 4 (16.00%) Ubuntu
4 3 (12.00%) Red Hat Enterprise Linux
5 1 (4.00%) Debian
Processes & Methodologies
1 15 (60.00%) MapReduce
2 10 (40.00%) Agile Software Development
3 7 (28.00%) DevOps
4 4 (16.00%) High Availability
4 4 (16.00%) Stakeholder Management
5 3 (12.00%) Analytics
5 3 (12.00%) Resource Allocation
5 3 (12.00%) SOA
5 3 (12.00%) Workload Management
6 2 (8.00%) Configuration Management
6 2 (8.00%) Data Analysis
6 2 (8.00%) Operational Acceptance Testing
6 2 (8.00%) Security Testing
7 1 (4.00%) Business Intelligence
7 1 (4.00%) Continuous Integration
7 1 (4.00%) Data Modelling
7 1 (4.00%) Performance Testing
7 1 (4.00%) Scrum
7 1 (4.00%) Test Management
7 1 (4.00%) Test Scripting
Programming Languages
1 9 (36.00%) SQL
2 3 (12.00%) Python
3 2 (8.00%) Java
4 1 (4.00%) Bash Shell
4 1 (4.00%) PowerShell
4 1 (4.00%) Ruby
4 1 (4.00%) Scala
Qualifications
1 6 (24.00%) SC Cleared
1 6 (24.00%) Security Cleared
2 1 (4.00%) BPSS Clearance
Quality Assurance & Compliance
1 3 (12.00%) SLA
2 1 (4.00%) Data Quality
System Software
1 16 (64.00%) HDFS
2 9 (36.00%) Apache Flume
3 7 (28.00%) Apache ZooKeeper
4 3 (12.00%) Oracle RAC
5 1 (4.00%) VMware Infrastructure
Systems Management
1 15 (60.00%) Hadoop YARN
2 9 (36.00%) Oozie
3 6 (24.00%) Puppet
3 6 (24.00%) ZABBIX
4 3 (12.00%) Control-M
4 3 (12.00%) Grafana
4 3 (12.00%) HAProxy
5 2 (8.00%) collectd
5 2 (8.00%) Kubernetes
5 2 (8.00%) Opscode Chef
6 1 (4.00%) Ansible
6 1 (4.00%) Terraform
Vendors
1 14 (56.00%) Hortonworks
2 9 (36.00%) Oracle
3 6 (24.00%) Red Hat
4 3 (12.00%) Cloudera
4 3 (12.00%) IBM
5 1 (4.00%) Google
5 1 (4.00%) MapR
5 1 (4.00%) VMware
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