Period
to 16 August 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 16 August 2018 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 > Scotland
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 206 - -
Rank change year-on-year - - -
Contract jobs citing Ambari 3 0 0
As % of all contract IT jobs advertised in Scotland 0.055% - -
As % of the Systems Management category 0.44% - -
Number of daily rates quoted 3 0 0
Scotland median daily rate £500 - -
UK median daily rate £550 £413 £525
% change year-on-year +33.33% -21.43% -
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - - -

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

All Systems Management Skills
Scotland
Contract vacancies with a requirement for systems management skills 681 539 670
As % of all contract IT jobs advertised in Scotland 12.40% 12.48% 12.62%
Number of daily rates quoted 413 296 346
Scotland median daily rate £368 £400 £350
Median daily rate % change year-on-year -8.13% +14.29% +6.06%
10th Percentile £205 £250 £245
90th Percentile £538 £525 £488
UK median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +6.25%
Number of hourly rates quoted 2 13 22
Scotland median hourly rate £21.25 £30.00 £40.00
Median hourly rate % change year-on-year -29.17% -25.00% +113.33%
10th Percentile £11.23 £22.70 £35.50
90th Percentile £31.48 £41.25 £42.90
UK median hourly rate £19.25 £17.50 £22.50
% change year-on-year +10.00% -22.22% +11.47%

Ambari
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Ambari in Scotland over the 6 months to 16 August 2018.

Contractor daily rate histogram for Ambari in Scotland

Ambari
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Ambari within the Scotland region over the 6 months to 16 August 2018. 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
Edinburgh - 2 £488 -
Glasgow - 1 £600 -
Ambari
UK

For the 6 months to 16 August 2018, IT contractor jobs citing Ambari also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for Ambari.

1 3 (100.00%) QlikView
1 3 (100.00%) Hadoop
1 3 (100.00%) Apache Hive
1 3 (100.00%) Apache Spark
1 3 (100.00%) Open Source
2 2 (66.67%) Data Science
2 2 (66.67%) Scala
2 2 (66.67%) Apache Pig
2 2 (66.67%) Java
2 2 (66.67%) PL/SQL
2 2 (66.67%) SQL
2 2 (66.67%) Oracle
2 2 (66.67%) Data Modelling
2 2 (66.67%) SAS
2 2 (66.67%) Finance
3 1 (33.33%) Legal
3 1 (33.33%) Information Security
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Banking
3 1 (33.33%) Asset Management
3 1 (33.33%) Data Analysis
3 1 (33.33%) Software Engineering
3 1 (33.33%) Google
3 1 (33.33%) Retail Banking
3 1 (33.33%) Private Banking
3 1 (33.33%) ISO/IEC 27001
3 1 (33.33%) Degree
3 1 (33.33%) Load Balancing
3 1 (33.33%) Computer Science
3 1 (33.33%) Wealth Management

Ambari
Co-occurring IT Skills in Scotland 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 3 (100.00%) Apache Spark
2 2 (66.67%) Apache Pig
2 2 (66.67%) SAS
Cloud Services
1 1 (33.33%) Amazon AWS
1 1 (33.33%) Cloud Computing
1 1 (33.33%) Google Analytics
1 1 (33.33%) IaaS
1 1 (33.33%) Microsoft Azure
1 1 (33.33%) PaaS
Communications & Networking
1 1 (33.33%) Firewall
1 1 (33.33%) HTTP
1 1 (33.33%) HTTPS
1 1 (33.33%) Kerberos
1 1 (33.33%) SSL
1 1 (33.33%) VPN
Database & Business Intelligence
1 3 (100.00%) Apache Hive
1 3 (100.00%) Hadoop
1 3 (100.00%) QlikView
2 1 (33.33%) Big Data
2 1 (33.33%) HBase
2 1 (33.33%) Pentaho
2 1 (33.33%) Sqoop
General
1 2 (66.67%) Finance
2 1 (33.33%) Banking
2 1 (33.33%) Legal
2 1 (33.33%) Private Banking
2 1 (33.33%) Retail Banking
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) AWS DevOps
2 1 (33.33%) AWS DevOps Engineer
2 1 (33.33%) AWS Engineer
2 1 (33.33%) Azure DevOps
2 1 (33.33%) Azure DevOps Engineer
2 1 (33.33%) Azure Engineer
2 1 (33.33%) DevOps Engineer
2 1 (33.33%) Hadoop Engineer
2 1 (33.33%) Senior DevOps
2 1 (33.33%) Senior DevOps Engineer
2 1 (33.33%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 1 (33.33%) LDAP
1 1 (33.33%) OAuth
1 1 (33.33%) SAML
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Computer Science
1 1 (33.33%) Data Centre
1 1 (33.33%) Management Information System
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 3 (100.00%) Open Source
2 2 (66.67%) Data Modelling
2 2 (66.67%) Data Science
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Analytics
3 1 (33.33%) Asset Management
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Configuration Management
3 1 (33.33%) Cybersecurity
3 1 (33.33%) Data Analysis
3 1 (33.33%) Information Security
3 1 (33.33%) Infrastructure Management
3 1 (33.33%) Load Balancing
3 1 (33.33%) Regression Analysis
3 1 (33.33%) Risk Analysis
3 1 (33.33%) Service Delivery
3 1 (33.33%) Software Engineering
3 1 (33.33%) Support Vector Machines
3 1 (33.33%) Visualisation
3 1 (33.33%) Wealth Management
Programming Languages
1 2 (66.67%) Java
1 2 (66.67%) PL/SQL
1 2 (66.67%) Scala
1 2 (66.67%) SQL
2 1 (33.33%) Python
2 1 (33.33%) R
Qualifications
1 1 (33.33%) Degree
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) GDPR
1 1 (33.33%) ISO/IEC 27001
System Software
1 1 (33.33%) HDFS
Systems Management
1 1 (33.33%) Ansible
1 1 (33.33%) Hadoop YARN
1 1 (33.33%) Oozie
1 1 (33.33%) Single Sign-On
1 1 (33.33%) Terraform
Vendors
1 2 (66.67%) Oracle
2 1 (33.33%) Cloudera
2 1 (33.33%) Cognos
2 1 (33.33%) Google
2 1 (33.33%) Hortonworks
2 1 (33.33%) Tableau