Period
to 11 December 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for HDFS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited HDFS over the 6 months to 11 December 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.

Hadoop Distributed File System (HDFS)
Scotland > Glasgow
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 115 - -
Rank change year-on-year - - -
Contract jobs citing HDFS 2 0 0
As % of all contract IT jobs advertised in Glasgow 0.12% - -
As % of the System Software category 1.16% - -
Number of daily rates quoted 2 0 0
Glasgow median daily rate £469 - -
Scotland median daily rate £469 - £300
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

HDFS is in the System Software category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for system software skills.

All System Software Skills
Glasgow
Contract vacancies with a requirement for system software skills 172 141 159
As % of all contract IT jobs advertised in Glasgow 9.98% 11.14% 14.01%
Number of daily rates quoted 101 63 96
Glasgow median daily rate £325 £350 £300
Median daily rate % change year-on-year -7.14% +16.67% +0.84%
10th Percentile £123 £140 £126
90th Percentile £500 £470 £439
Scotland median daily rate £388 £375 £320
% change year-on-year +3.33% +17.19% +3.23%
Number of hourly rates quoted 7 11 3
Glasgow median hourly rate £35.00 £11.50 £21.00
Median hourly rate % change year-on-year +204.35% -45.24% +15.07%
10th Percentile £17.30 £10.00 £19.50
90th Percentile £146.10 £24.50 £40.10
Scotland median hourly rate £17.50 £20.00 £21.00
% change year-on-year -12.50% -4.76% +13.51%

HDFS
Job Vacancy Trend in Glasgow

Job postings citing HDFS as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for HDFS in Glasgow

HDFS
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for HDFS in Glasgow

HDFS
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing HDFS in Glasgow over the 6 months to 11 December 2018.

Contractor daily rate histogram for HDFS in Glasgow

For the 6 months to 11 December 2018, IT contractor jobs citing HDFS 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 Glasgow region with a requirement for HDFS.

1 2 (100.00%) Tableau
1 2 (100.00%) Apache Spark
1 2 (100.00%) Hadoop
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Open Source
2 1 (50.00%) PaaS
2 1 (50.00%) Apache Hive
2 1 (50.00%) NoSQL
2 1 (50.00%) Hadoop YARN
2 1 (50.00%) Software Delivery
2 1 (50.00%) HDInsight
2 1 (50.00%) Spark Streaming
2 1 (50.00%) Data Centre
2 1 (50.00%) Power BI
2 1 (50.00%) Terraform
2 1 (50.00%) Data Lake
2 1 (50.00%) Apache Airflow
2 1 (50.00%) GDPR
2 1 (50.00%) Single Sign-On
2 1 (50.00%) Systems Engineering
2 1 (50.00%) Data Quality
2 1 (50.00%) HBase
2 1 (50.00%) Machine Learning
2 1 (50.00%) Big Data
2 1 (50.00%) Hortonworks
2 1 (50.00%) Cloudera
2 1 (50.00%) Kafka
2 1 (50.00%) IaaS
2 1 (50.00%) Analytics

HDFS
Co-occurring IT Skills in Glasgow 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 2 (100.00%) Apache Spark
2 1 (50.00%) Apache Airflow
Cloud Services
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Cloud Computing
2 1 (50.00%) IaaS
2 1 (50.00%) PaaS
Communications & Networking
1 1 (50.00%) Firewall
1 1 (50.00%) HTTP
1 1 (50.00%) HTTPS
1 1 (50.00%) Kerberos
1 1 (50.00%) SSL
1 1 (50.00%) VPN
Database & Business Intelligence
1 2 (100.00%) Hadoop
2 1 (50.00%) Apache Hive
2 1 (50.00%) Azkaban
2 1 (50.00%) Big Data
2 1 (50.00%) Data Lake
2 1 (50.00%) HBase
2 1 (50.00%) HDInsight
2 1 (50.00%) NoSQL
2 1 (50.00%) Pentaho
2 1 (50.00%) Power BI
2 1 (50.00%) QlikView
2 1 (50.00%) Relational Database
2 1 (50.00%) SQL Server Analysis Services
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) Sqoop
General
1 1 (50.00%) Legal
Job Titles
1 1 (50.00%) AWS DevOps
1 1 (50.00%) AWS DevOps Engineer
1 1 (50.00%) AWS Engineer
1 1 (50.00%) Azure DevOps
1 1 (50.00%) Azure DevOps Engineer
1 1 (50.00%) Azure Engineer
1 1 (50.00%) Data Engineer
1 1 (50.00%) DevOps Engineer
1 1 (50.00%) Hadoop Engineer
1 1 (50.00%) Senior DevOps
1 1 (50.00%) Senior DevOps Engineer
1 1 (50.00%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
1 1 (50.00%) LDAP
1 1 (50.00%) OAuth
1 1 (50.00%) SAML
1 1 (50.00%) Spark Streaming
Miscellaneous
1 1 (50.00%) Data Centre
Operating Systems
1 1 (50.00%) Linux
Processes & Methodologies
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Analytics
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Configuration Management
1 1 (50.00%) Cybersecurity
1 1 (50.00%) Data Modelling
1 1 (50.00%) Dependency Management
1 1 (50.00%) DevOps
1 1 (50.00%) Information Security
1 1 (50.00%) Load Balancing
1 1 (50.00%) Machine Learning
1 1 (50.00%) OO
1 1 (50.00%) Open Source
1 1 (50.00%) Service Delivery
1 1 (50.00%) Software Delivery
1 1 (50.00%) Software Engineering
1 1 (50.00%) Systems Engineering
1 1 (50.00%) Workflow
1 1 (50.00%) Workflow Management
Programming Languages
1 1 (50.00%) C#
1 1 (50.00%) C++
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
1 1 (50.00%) GDPR
1 1 (50.00%) ISO/IEC 27001
Systems Management
1 1 (50.00%) Ambari
1 1 (50.00%) Ansible
1 1 (50.00%) Hadoop YARN
1 1 (50.00%) Oozie
1 1 (50.00%) Single Sign-On
1 1 (50.00%) Terraform
Vendors
1 2 (100.00%) Tableau
2 1 (50.00%) Cloudera
2 1 (50.00%) Cognos
2 1 (50.00%) Hortonworks