Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
Scotland > Glasgow
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 145 113 147
Rank change year-on-year -32 +34 -10
Permanent jobs citing Apache Hive 6 10 13
As % of all permanent IT jobs advertised in Glasgow 0.27% 0.52% 0.50%
As % of the Database & Business Intelligence category 0.74% 1.33% 1.35%
Number of salaries quoted 3 3 8
Glasgow median annual salary £49,500 £40,000 £45,000
Median salary % change year-on-year +23.75% -11.11% +12.50%
10th Percentile £41,550 £35,000 £35,000
90th Percentile £62,250 £45,000 £66,350
Scotland median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +21.21%

Apache Hive 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 advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 807 753 961
As % of all permanent IT jobs advertised in Glasgow 36.58% 39.47% 36.61%
Number of salaries quoted 509 419 574
Glasgow median annual salary £47,500 £45,000 £40,250
Median salary % change year-on-year +5.56% +11.80% +0.63%
10th Percentile £31,500 £31,220 £28,750
90th Percentile £62,750 £61,250 £60,000
Scotland median annual salary £42,500 £42,750 £41,500
% change year-on-year -0.58% +3.01% +3.75%

Apache Hive
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Apache Hive in Glasgow

Apache Hive
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive in Glasgow.

Salary trend for Apache Hive in Glasgow

Apache Hive
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Apache Hive in Glasgow over the 6 months to 18 January 2018.

Salary histogram for Apache Hive in Glasgow

For the 6 months to 18 January 2018, IT jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Apache Hive.

1 6 (100.00%) Hadoop
1 6 (100.00%) Big Data
1 6 (100.00%) Apache Spark
2 5 (83.33%) Relational Database
2 5 (83.33%) Finance
3 4 (66.67%) SQL
3 4 (66.67%) Python
3 4 (66.67%) R
4 3 (50.00%) Data Visualisation
4 3 (50.00%) MapReduce
4 3 (50.00%) HiveQL
4 3 (50.00%) MySQL
4 3 (50.00%) Oracle
4 3 (50.00%) Data Mining
4 3 (50.00%) Visualisation
4 3 (50.00%) Statistical Analysis
4 3 (50.00%) Java
4 3 (50.00%) Data Analysis
5 2 (33.33%) Data Modelling
5 2 (33.33%) Agile Software Development
5 2 (33.33%) MongoDB
5 2 (33.33%) Business Intelligence
5 2 (33.33%) RDBMS
5 2 (33.33%) Unix
5 2 (33.33%) Linux
5 2 (33.33%) Dashboard Development
5 2 (33.33%) SparkR
5 2 (33.33%) Bokeh
5 2 (33.33%) Performance Tuning
5 2 (33.33%) PySpark

Apache Hive
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 6 (100.00%) Apache Spark
Database & Business Intelligence
1 6 (100.00%) Big Data
1 6 (100.00%) Hadoop
2 5 (83.33%) Relational Database
3 3 (50.00%) Data Mining
3 3 (50.00%) MySQL
4 2 (33.33%) MongoDB
4 2 (33.33%) RDBMS
5 1 (16.67%) Data Warehouse
General
1 5 (83.33%) Finance
2 1 (16.67%) Marketing
Job Titles
1 2 (33.33%) Administrator
1 2 (33.33%) Data Scientist
1 2 (33.33%) Designer
1 2 (33.33%) DevOps Administrator
1 2 (33.33%) DevOps Engineer
1 2 (33.33%) DevOps Systems Engineer
1 2 (33.33%) Linux Administrator
1 2 (33.33%) Linux DevOps Administrator
1 2 (33.33%) Linux DevOps Engineer
1 2 (33.33%) Linux Engineer
1 2 (33.33%) Linux Systems Administrator
1 2 (33.33%) Linux Systems Engineer
1 2 (33.33%) Linux/Unix DevOps
1 2 (33.33%) Systems Administrator
1 2 (33.33%) Systems Engineer
1 2 (33.33%) Unix Administrator
1 2 (33.33%) Unix Engineer
1 2 (33.33%) Unix Linux Systems Administrator
1 2 (33.33%) Unix Systems Administrator
1 2 (33.33%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 2 (33.33%) Bokeh
1 2 (33.33%) PySpark
1 2 (33.33%) SparkR
2 1 (16.67%) Pandas
Miscellaneous
1 1 (16.67%) Computer Science
Operating Systems
1 2 (33.33%) Linux
1 2 (33.33%) Unix
Processes & Methodologies
1 3 (50.00%) Data Analysis
1 3 (50.00%) Data Visualisation
1 3 (50.00%) MapReduce
1 3 (50.00%) Statistical Analysis
1 3 (50.00%) Visualisation
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Business Intelligence
2 2 (33.33%) Continuous Improvement
2 2 (33.33%) Dashboard Development
2 2 (33.33%) Data Modelling
2 2 (33.33%) DevOps
2 2 (33.33%) Machine Learning
2 2 (33.33%) Performance Tuning
3 1 (16.67%) Analytics
3 1 (16.67%) Bayesian Methods
3 1 (16.67%) Cluster Analysis
3 1 (16.67%) Data Analytics
3 1 (16.67%) Decision Tree
3 1 (16.67%) Propensity Modelling
3 1 (16.67%) Statistics
Programming Languages
1 4 (66.67%) Python
1 4 (66.67%) R
1 4 (66.67%) SQL
2 3 (50.00%) HiveQL
2 3 (50.00%) Java
3 2 (33.33%) Scala
Qualifications
1 1 (16.67%) PhD
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 3 (50.00%) Oracle