Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hive
England > South West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 298 218 327
Rank change year-on-year -80 +109 +19
Permanent jobs citing Apache Hive 32 124 33
As % of all permanent IT jobs advertised in the South West 0.31% 1.15% 0.28%
As % of the Database & Business Intelligence category 0.96% 3.75% 0.85%
Number of salaries quoted 27 101 32
South West median annual salary £50,000 £50,000 £67,500
Median salary % change year-on-year - -25.93% +50.00%
10th Percentile £37,858 £33,500 £25,375
90th Percentile £62,500 £67,500 £82,500
England median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - -

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 3321 3303 3881
As % of all permanent IT jobs advertised in the South West 32.29% 30.68% 32.66%
Number of salaries quoted 2833 2817 3337
South West median annual salary £40,000 £40,500 £38,533
Median salary % change year-on-year -1.23% +5.10% +2.75%
10th Percentile £26,250 £26,950 £25,750
90th Percentile £60,000 £63,750 £58,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Hive
Job Vacancy Trend in the South West

Job postings citing Apache Hive as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Apache Hive in the South West

Apache Hive
Salary Trend in the South West

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

Salary trend for Apache Hive in the South West

Apache Hive
Salary Histogram in the South West

The salary distribution of IT jobs citing Apache Hive in the South West over the 6 months to 20 November 2017.

Salary histogram for Apache Hive in the South West

Apache Hive
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the South West region over the 6 months to 20 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -11 18 £50,000 -33.33%
Gloucestershire -27 12 £48,750 -2.50% 1
Wiltshire +5 1 £60,000 -
Somerset -28 1 £45,000 +9.76%
Apache Hive
England

For the 6 months to 20 November 2017, 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 South West region with a requirement for Apache Hive.

1 30 (93.75%) Big Data
2 28 (87.50%) Python
3 27 (84.38%) Hadoop
4 23 (71.88%) Apache Spark
5 19 (59.38%) Java
5 19 (59.38%) SQL
6 17 (53.13%) Software Engineering
7 15 (46.88%) Agile Software Development
8 14 (43.75%) C#
8 14 (43.75%) C++
9 13 (40.63%) Visualisation
9 13 (40.63%) Analytics
10 12 (37.50%) Amazon AWS
11 11 (34.38%) Business Intelligence
11 11 (34.38%) JavaScript
11 11 (34.38%) Java EE
11 11 (34.38%) Elasticsearch
11 11 (34.38%) Amazon Redshift
11 11 (34.38%) Data Visualisation
12 10 (31.25%) Tableau
12 10 (31.25%) DevOps
12 10 (31.25%) Impala
12 10 (31.25%) Apache Pig
12 10 (31.25%) BigQuery
13 9 (28.13%) Amazon Kinesis
13 9 (28.13%) Docker
14 8 (25.00%) Cybersecurity
14 8 (25.00%) Google Cloud Platform
14 8 (25.00%) Machine Learning
14 8 (25.00%) R

Apache Hive
Co-occurring IT Skills in the South West 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 23 (71.88%) Apache Spark
2 11 (34.38%) Elasticsearch
3 10 (31.25%) Apache Pig
4 3 (9.38%) Apache
4 3 (9.38%) SAS
Applications
1 3 (9.38%) SPSS
Cloud Services
1 12 (37.50%) Amazon AWS
2 9 (28.13%) Amazon Kinesis
3 8 (25.00%) Google Cloud Platform
4 5 (15.63%) Amazon EMR
4 5 (15.63%) Microsoft Azure
5 4 (12.50%) Amazon S3
5 4 (12.50%) AWS Lambda
5 4 (12.50%) Cloud Computing
6 3 (9.38%) AWS Elastic Beanstalk
6 3 (9.38%) GitHub
7 1 (3.13%) SaaS
7 1 (3.13%) Serverless
Communications & Networking
1 6 (18.75%) TCP/IP
2 5 (15.63%) Firewall
3 4 (12.50%) HTTP
3 4 (12.50%) SSL
Database & Business Intelligence
1 30 (93.75%) Big Data
2 27 (84.38%) Hadoop
3 11 (34.38%) Amazon Redshift
4 10 (31.25%) BigQuery
4 10 (31.25%) Impala
5 6 (18.75%) NoSQL
5 6 (18.75%) Presto
6 5 (15.63%) Apache Cassandra
6 5 (15.63%) MySQL
6 5 (15.63%) Power BI
6 5 (15.63%) Spotfire
7 4 (12.50%) Data Warehouse
7 4 (12.50%) SQL Server
8 3 (9.38%) Geospatial Data
8 3 (9.38%) GIS
8 3 (9.38%) MongoDB
9 2 (6.25%) Neo4j
9 2 (6.25%) Pentaho
9 2 (6.25%) PostgreSQL
9 2 (6.25%) SQL Server Integration Services
Development Applications
1 7 (21.88%) JIRA
2 4 (12.50%) Atlassian Bamboo
2 4 (12.50%) Bitbucket
2 4 (12.50%) CodeSonar
2 4 (12.50%) Git (software)
2 4 (12.50%) git-flow
2 4 (12.50%) Robot Framework
2 4 (12.50%) Selenium
3 2 (6.25%) EasyMock
General
1 3 (9.38%) Electronics
1 3 (9.38%) Law
1 3 (9.38%) Marketing
2 1 (3.13%) Finance
2 1 (3.13%) Telecoms
Job Titles
1 12 (37.50%) Software Engineer
2 11 (34.38%) Data Engineer
3 8 (25.00%) Developer
3 8 (25.00%) Developer/Software Engineer
4 7 (21.88%) Software Developer
5 5 (15.63%) Java Developer
5 5 (15.63%) Java Engineer
5 5 (15.63%) Java Software Developer
5 5 (15.63%) Java Software Engineer
6 4 (12.50%) AWS Engineer
6 4 (12.50%) Data Scientist
6 4 (12.50%) DV Cleared Software Engineer
6 4 (12.50%) Hadoop Engineer
6 4 (12.50%) Senior Data Engineer
7 3 (9.38%) Business Intelligence Analyst
7 3 (9.38%) Business Intelligence Data Analyst
7 3 (9.38%) Data Visualisation Analyst
7 3 (9.38%) Senior Hadoop Engineer
7 3 (9.38%) SQL Analyst
7 3 (9.38%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (34.38%) Java EE
2 6 (18.75%) Kafka
3 5 (15.63%) LAMP
3 5 (15.63%) MLlib
3 5 (15.63%) Node.js
3 5 (15.63%) Pandas
3 5 (15.63%) STL
4 4 (12.50%) .NET
4 4 (12.50%) .NET Framework
4 4 (12.50%) ASP.NET
4 4 (12.50%) Django
4 4 (12.50%) RabbitMQ
4 4 (12.50%) REST
4 4 (12.50%) SOAP
4 4 (12.50%) Spring MVC
5 3 (9.38%) CSS3
5 3 (9.38%) D3.js
5 3 (9.38%) HTML5
5 3 (9.38%) Natural Language Processing
5 3 (9.38%) Theano
Miscellaneous
1 5 (15.63%) Algorithms
1 5 (15.63%) Analytical Skills
1 5 (15.63%) Clustering
2 3 (9.38%) Blog
2 3 (9.38%) Data Protection Act
2 3 (9.38%) Management Information System
2 3 (9.38%) User Experience
3 2 (6.25%) Computer Science
3 2 (6.25%) Data Structures
3 2 (6.25%) Industrial Internet of Things
3 2 (6.25%) Internet of Things
4 1 (3.13%) Cybercrime
4 1 (3.13%) PKI
Operating Systems
1 8 (25.00%) Linux
2 5 (15.63%) Android
2 5 (15.63%) Apple iOS
3 4 (12.50%) Mac OS X
3 4 (12.50%) Windows
Processes & Methodologies
1 17 (53.13%) Software Engineering
2 15 (46.88%) Agile Software Development
3 13 (40.63%) Analytics
3 13 (40.63%) Visualisation
4 11 (34.38%) Business Intelligence
4 11 (34.38%) Data Visualisation
5 10 (31.25%) DevOps
6 8 (25.00%) Cybersecurity
6 8 (25.00%) ETL
6 8 (25.00%) Machine Learning
7 7 (21.88%) Data Analytics
7 7 (21.88%) Scrum
7 7 (21.88%) Statistics
8 6 (18.75%) MapReduce
9 5 (15.63%) Ethical Hacking
9 5 (15.63%) Multithreading
9 5 (15.63%) Penetration Testing
9 5 (15.63%) Reverse Engineering
10 4 (12.50%) Continuous Integration
10 4 (12.50%) Kanban
Programming Languages
1 28 (87.50%) Python
2 19 (59.38%) Java
2 19 (59.38%) SQL
3 14 (43.75%) C#
3 14 (43.75%) C++
4 11 (34.38%) JavaScript
5 8 (25.00%) R
6 7 (21.88%) C
7 6 (18.75%) Scala
8 5 (15.63%) Objective-C
9 3 (9.38%) Bash Shell
9 3 (9.38%) MATLAB
9 3 (9.38%) PHP
9 3 (9.38%) PowerShell
10 1 (3.13%) Perl
10 1 (3.13%) Ruby
Qualifications
1 7 (21.88%) Security Cleared
2 5 (15.63%) DV Cleared
3 4 (12.50%) CCNA
3 4 (12.50%) Cisco Certification
3 4 (12.50%) CISSP
3 4 (12.50%) Degree
3 4 (12.50%) GIAC
3 4 (12.50%) Linux+ Certification
3 4 (12.50%) MCSE
3 4 (12.50%) Microsoft Certification
3 4 (12.50%) Network+ Certification
3 4 (12.50%) SANS
3 4 (12.50%) SSCP
4 3 (9.38%) CompTIA Security+
4 3 (9.38%) Postgraduate
4 3 (9.38%) Security+ Certification
5 2 (6.25%) PhD
Quality Assurance & Compliance
1 5 (15.63%) Data Quality
2 2 (6.25%) GCP
System Software
1 9 (28.13%) Docker
2 4 (12.50%) vSphere
3 3 (9.38%) HDFS
Systems Management
1 4 (12.50%) Puppet
1 4 (12.50%) Salt
2 2 (6.25%) Oozie
Vendors
1 10 (31.25%) Tableau
2 4 (12.50%) Microsoft
3 3 (9.38%) Atlassian
3 3 (9.38%) Google
4 2 (6.25%) Informatica
4 2 (6.25%) SAP
5 1 (3.13%) Oracle