Period
to 24 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 24 February 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
Scotland > Edinburgh
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 128 100 153
Rank change year-on-year -28 +53 -4
Permanent jobs citing Apache Hive 22 31 3
As % of all permanent IT jobs advertised in Edinburgh 0.83% 1.41% 0.11%
As % of the Database & Business Intelligence category 2.76% 4.72% 0.41%
Number of salaries quoted 4 11 1
Edinburgh median annual salary £45,000 £80,000 £60,000
Median salary % change year-on-year -43.75% +33.33% +33.33%
10th Percentile £39,000 £73,750 £57,500
90th Percentile £92,750 £91,250 £62,500
Scotland median annual salary £45,000 £80,000 £45,000
% change year-on-year -43.75% +77.78% +2.86%

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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 798 657 734
As % of all permanent IT jobs advertised in Edinburgh 29.99% 29.88% 26.50%
Number of salaries quoted 514 443 517
Edinburgh median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £28,000 £28,750 £27,500
90th Percentile £65,000 £68,600 £63,100
Scotland median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

Apache Hive
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Apache Hive in Edinburgh

Apache Hive
Salary Trend in Edinburgh

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

Salary trend for Apache Hive in Edinburgh

Apache Hive
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Apache Hive in Edinburgh over the 6 months to 24 February 2018.

Salary histogram for Apache Hive in Edinburgh

For the 6 months to 24 February 2018, IT jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Apache Hive.

1 22 (100.00%) Hadoop
1 22 (100.00%) Apache Spark
2 20 (90.91%) Apache Cassandra
3 19 (86.36%) HBase
4 18 (81.82%) Kafka
5 15 (68.18%) Hadoop YARN
6 14 (63.64%) HTTP
7 13 (59.09%) REST
8 9 (40.91%) Analytics
9 7 (31.82%) Big Data
10 5 (22.73%) Machine Learning
10 5 (22.73%) Business Intelligence
10 5 (22.73%) SQL
10 5 (22.73%) Python
11 4 (18.18%) Finance
11 4 (18.18%) Computer Science
11 4 (18.18%) Analytical Skills
11 4 (18.18%) Data Science
12 3 (13.64%) Data Analytics
12 3 (13.64%) Elasticsearch
12 3 (13.64%) Deep Learning
12 3 (13.64%) Degree
12 3 (13.64%) Java
12 3 (13.64%) Validation
12 3 (13.64%) MongoDB
12 3 (13.64%) R
12 3 (13.64%) Visualisation
12 3 (13.64%) Mathematics
12 3 (13.64%) ETL
12 3 (13.64%) Data Modelling

Apache Hive
Co-occurring IT Skills in Edinburgh 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 22 (100.00%) Apache Spark
2 3 (13.64%) Elasticsearch
3 1 (4.55%) Apache
3 1 (4.55%) Oracle SOA Suite
3 1 (4.55%) SAS
Cloud Services
1 2 (9.09%) Amazon AWS
2 1 (4.55%) Amazon EMR
2 1 (4.55%) Cortana Intelligence Suite
2 1 (4.55%) Google Analytics
2 1 (4.55%) Microsoft Azure
Communications & Networking
1 14 (63.64%) HTTP
Database & Business Intelligence
1 22 (100.00%) Hadoop
2 20 (90.91%) Apache Cassandra
3 19 (86.36%) HBase
4 7 (31.82%) Big Data
5 3 (13.64%) MongoDB
6 2 (9.09%) NoSQL
6 2 (9.09%) PostgreSQL
6 2 (9.09%) Text Mining
7 1 (4.55%) Amazon Redshift
7 1 (4.55%) Data Warehouse
7 1 (4.55%) Neo4j
7 1 (4.55%) Power BI
7 1 (4.55%) QlikView
7 1 (4.55%) RDBMS
7 1 (4.55%) Relational Database
7 1 (4.55%) SQL Server
Development Applications
1 1 (4.55%) ERwin
General
1 4 (18.18%) Finance
Job Titles
1 17 (77.27%) Data Engineer
2 3 (13.64%) Big Data Engineer
2 3 (13.64%) Data Scientist
3 1 (4.55%) Analyst
3 1 (4.55%) Architect
3 1 (4.55%) Asset Management Analyst
3 1 (4.55%) Big Data Software Engineer
3 1 (4.55%) Cassandra Engineer
3 1 (4.55%) Data Analyst
3 1 (4.55%) Data Architect
3 1 (4.55%) Hadoop Engineer
3 1 (4.55%) Java Engineer
3 1 (4.55%) Java Software Engineer
3 1 (4.55%) Quality Engineer
3 1 (4.55%) Real Time Engineer
3 1 (4.55%) Senior Architect
3 1 (4.55%) Senior Data Architect
3 1 (4.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (81.82%) Kafka
2 13 (59.09%) REST
3 1 (4.55%) D3.js
3 1 (4.55%) Natural Language Processing
3 1 (4.55%) Pandas
3 1 (4.55%) scikit-learn
Miscellaneous
1 4 (18.18%) Analytical Skills
1 4 (18.18%) Computer Science
2 2 (9.09%) Algorithms
3 1 (4.55%) Taxonomies
Processes & Methodologies
1 9 (40.91%) Analytics
2 5 (22.73%) Business Intelligence
2 5 (22.73%) Machine Learning
3 4 (18.18%) Data Science
4 3 (13.64%) Data Analytics
4 3 (13.64%) Data Modelling
4 3 (13.64%) Deep Learning
4 3 (13.64%) ETL
4 3 (13.64%) Mathematics
4 3 (13.64%) Validation
4 3 (13.64%) Visualisation
5 2 (9.09%) Cluster Analysis
5 2 (9.09%) Data Architecture
5 2 (9.09%) Data Cleansing
5 2 (9.09%) Financial Modelling
5 2 (9.09%) Physics
5 2 (9.09%) Software Engineering
5 2 (9.09%) Statistical Analysis
5 2 (9.09%) Statistical Modelling
5 2 (9.09%) Statistics
Programming Languages
1 5 (22.73%) Python
1 5 (22.73%) SQL
2 3 (13.64%) Java
2 3 (13.64%) R
3 2 (9.09%) C
3 2 (9.09%) C++
3 2 (9.09%) Scala
Qualifications
1 3 (13.64%) Degree
2 2 (9.09%) PhD
3 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 2 (9.09%) Data Quality
2 1 (4.55%) Dodd-Frank
2 1 (4.55%) EMIR
2 1 (4.55%) FATCA
2 1 (4.55%) MiFID
2 1 (4.55%) Solvency II
Systems Management
1 15 (68.18%) Hadoop YARN
Vendors
1 2 (9.09%) Google
1 2 (9.09%) IBM
2 1 (4.55%) Apple
2 1 (4.55%) Microsoft
2 1 (4.55%) Oracle
2 1 (4.55%) Tableau
2 1 (4.55%) Teradata