Period
to 8 December 2019

The following table provides summary statistics for permanent job vacancies 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 8 December 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
8 Dec 2019
Same period 2018 Same period 2017
Rank 500 483 623
Rank change year-on-year -17 +140 -44
Permanent jobs citing Apache Hive 700 956 724
As % of all permanent IT jobs advertised in the UK 0.53% 0.60% 0.40%
As % of the Database & Business Intelligence category 1.96% 2.09% 1.33%
Number of salaries quoted 591 651 556
UK median annual salary £72,500 £72,500 £67,500
Median salary % change year-on-year - +7.41% +8.00%
10th Percentile £49,337 £43,750 £38,750
90th Percentile £95,000 £100,000 £102,500
UK excluding London median annual salary £57,500 £62,138 £50,000
% change year-on-year -7.46% +24.28% -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 35,679 45,842 54,367
As % of all permanent IT jobs advertised in the UK 26.85% 28.85% 30.24%
Number of salaries quoted 29,467 37,707 44,809
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,750 £31,250 £30,000
90th Percentile £87,500 £85,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Apache Hive
Job Vacancy Trend

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

Job vacancy trend for Apache Hive in the UK

Apache Hive
Salary Trend

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

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

The salary distribution of IT jobs citing Apache Hive over the 6 months to 8 December 2019.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the UK over the 6 months to 8 December 2019. 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
England -10 673 £72,500 - 89
London -14 406 £76,000 -5.00% 54
UK excluding London +32 285 £57,500 -7.46% 42
Midlands +81 74 £70,000 +23.35% 10
South West +19 63 £50,000 -9.09% 2
East Midlands +63 62 £71,250 -5.00% 5
North of England +40 59 £54,671 -21.90% 11
East of England +62 46 £72,500 +5.45% 7
Yorkshire +40 32 £55,000 -18.52% 5
South East -74 22 £47,500 -26.92% 4
Scotland +8 21 £55,113 +0.20% 8
North West +20 20 £54,486 -24.85% 6
West Midlands +33 12 £62,500 +47.06% 5
North East +20 7 £54,671 -4.96%

For the 6 months to 8 December 2019, 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 with a requirement for Apache Hive.

1 614 (87.71%) Big Data
2 587 (83.86%) Hadoop
3 565 (80.71%) Apache Spark
4 425 (60.71%) Python
5 322 (46.00%) Agile Software Development
6 315 (45.00%) Java
7 313 (44.71%) SQL
8 285 (40.71%) Scala
9 249 (35.57%) Analytics
10 248 (35.43%) AWS
11 233 (33.29%) Impala
12 224 (32.00%) Azure
13 212 (30.29%) Kafka
14 209 (29.86%) Linux
15 199 (28.43%) HBase
16 198 (28.29%) Data Science
17 193 (27.57%) Data Modelling
18 181 (25.86%) Machine Learning
19 172 (24.57%) HDFS
20 164 (23.43%) NoSQL
20 164 (23.43%) ETL
21 162 (23.14%) Analytical Skills
22 157 (22.43%) Data Engineering
23 153 (21.86%) Business Intelligence
24 142 (20.29%) Git (software)
25 140 (20.00%) Data Warehouse
26 138 (19.71%) Oozie
27 133 (19.00%) MapReduce
28 131 (18.71%) Finance
29 120 (17.14%) DevOps

Apache Hive
Co-occurring IT Skills 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
1 565 (80.71%) Apache Spark
2 72 (10.29%) Apache
3 47 (6.71%) Apache Airflow
4 43 (6.14%) Apache Pig
5 36 (5.14%) Elasticsearch
6 16 (2.29%) SAS
7 14 (2.00%) Jupyter
8 12 (1.71%) Apache Solr
8 12 (1.71%) Luigi
9 9 (1.29%) SharePoint
10 8 (1.14%) nginx
11 5 (0.71%) Confluence
12 4 (0.57%) IPython
13 2 (0.29%) Tomcat
14 1 (0.14%) JBoss
14 1 (0.14%) OpenStack
14 1 (0.14%) WebLogic
14 1 (0.14%) WebLogic Portal
14 1 (0.14%) WebSphere
Applications
1 7 (1.00%) Gephi
1 7 (1.00%) Microsoft Excel
2 3 (0.43%) GNU Octave
3 2 (0.29%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
3 2 (0.29%) SPSS
4 1 (0.14%) SPSS Modeler
Business Applications
1 3 (0.43%) Sparx Enterprise Architect
2 1 (0.14%) FINCAD Analytics
Cloud Services
1 248 (35.43%) AWS
2 224 (32.00%) Azure
3 100 (14.29%) Amazon S3
4 94 (13.43%) GCP
5 86 (12.29%) Amazon EMR
6 41 (5.86%) Serverless
7 39 (5.57%) AWS Lambda
8 38 (5.43%) PaaS
9 35 (5.00%) Amazon Kinesis
10 26 (3.71%) Azure Data Factory
10 26 (3.71%) GitHub
11 20 (2.86%) IaaS
12 18 (2.57%) Power Platform
13 13 (1.86%) AWS CloudFormation
14 12 (1.71%) Amazon EC2
15 8 (1.14%) Amazon SageMaker
15 8 (1.14%) Amazon SQS
16 6 (0.86%) Amazon ELB
16 6 (0.86%) Datadog
16 6 (0.86%) SaaS
Communications & Networking
1 20 (2.86%) HTTP
1 20 (2.86%) VPN
2 18 (2.57%) SSL
3 15 (2.14%) Kerberos
4 13 (1.86%) Internet
5 12 (1.71%) Firewall
6 9 (1.29%) DNS
7 8 (1.14%) Broadband
7 8 (1.14%) Ethernet
7 8 (1.14%) MPLS
8 7 (1.00%) HTTPS
9 4 (0.57%) ATM
10 1 (0.14%) 4G
10 1 (0.14%) Intrusion Detection
10 1 (0.14%) TCP/IP
Database & Business Intelligence
1 614 (87.71%) Big Data
2 587 (83.86%) Hadoop
3 233 (33.29%) Impala
4 199 (28.43%) HBase
5 164 (23.43%) NoSQL
6 140 (20.00%) Data Warehouse
7 87 (12.43%) SQL Server
8 86 (12.29%) PostgreSQL
9 82 (11.71%) MongoDB
10 77 (11.00%) Data Lake
11 76 (10.86%) Sqoop
12 72 (10.29%) Relational Database
13 69 (9.86%) Apache Cassandra
14 68 (9.71%) Amazon Redshift
15 62 (8.86%) Presto
16 53 (7.57%) MySQL
17 50 (7.14%) HDInsight
18 46 (6.57%) Amazon DynamoDB
18 46 (6.57%) BigQuery
19 44 (6.29%) Data Mining
Development Applications
1 142 (20.29%) Git (software)
2 99 (14.14%) Jenkins
3 72 (10.29%) JIRA
4 37 (5.29%) Bitbucket
5 36 (5.14%) Bitbucket Server
6 34 (4.86%) git-flow
7 16 (2.29%) Subversion
8 15 (2.14%) Selenium
9 14 (2.00%) Cucumber
9 14 (2.00%) ProC
10 12 (1.71%) GitLab
11 9 (1.29%) Team Foundation Server
12 8 (1.14%) Atlassian Bamboo
12 8 (1.14%) kappa
12 8 (1.14%) Mercurial
12 8 (1.14%) Sonatype Nexus
13 7 (1.00%) Artifactory
14 6 (0.86%) Gradle
14 6 (0.86%) HP UFT
14 6 (0.86%) Maven
General
1 131 (18.71%) Finance
2 39 (5.57%) Retail
3 35 (5.00%) Banking
4 30 (4.29%) Marketing
5 18 (2.57%) Telecoms
6 17 (2.43%) Public Sector
7 15 (2.14%) Legal
8 14 (2.00%) Games
9 8 (1.14%) Advertising
10 4 (0.57%) Billing
11 3 (0.43%) Electronics
11 3 (0.43%) Investment Banking
11 3 (0.43%) Law
12 2 (0.29%) Automotive
13 1 (0.14%) Front Office
13 1 (0.14%) Manufacturing
13 1 (0.14%) Retail Banking
Job Titles
1 258 (36.86%) Data Engineer
2 150 (21.43%) Developer
3 107 (15.29%) Architect
4 97 (13.86%) Java Developer
5 86 (12.29%) Data Architect
6 84 (12.00%) Senior Data Engineer
7 78 (11.14%) Big Data Engineer
8 59 (8.43%) Data Scientist
9 53 (7.57%) Big Data Developer
10 46 (6.57%) Agile Developer
11 45 (6.43%) Agile Java Developer
12 40 (5.71%) Consultant
12 40 (5.71%) Data Consultant
13 29 (4.14%) Analyst
13 29 (4.14%) Cloud Architect
13 29 (4.14%) Software Engineer
14 28 (4.00%) Big Data Architect
14 28 (4.00%) Data Analyst
15 24 (3.43%) Python Engineer
16 23 (3.29%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 212 (30.29%) Kafka
2 59 (8.43%) Elastic Stack
3 32 (4.57%) HTML
3 32 (4.57%) React
3 32 (4.57%) RESTful
4 30 (4.29%) Node.js
5 28 (4.00%) AngularJS
5 28 (4.00%) CSS
6 27 (3.86%) HTML5
6 27 (3.86%) PySpark
7 25 (3.57%) LAPP Stack
8 22 (3.14%) Web Services
9 21 (3.00%) NumPy
10 18 (2.57%) Lambda Expressions
10 18 (2.57%) RabbitMQ
10 18 (2.57%) scikit-learn
11 16 (2.29%) OAuth
11 16 (2.29%) Pandas
11 16 (2.29%) Play Framework
12 13 (1.86%) Redux
Miscellaneous
1 162 (23.14%) Analytical Skills
2 76 (10.86%) Algorithms
3 49 (7.00%) Data Structures
4 37 (5.29%) Cyber Kill Chain
5 34 (4.86%) Analytical Mindset
6 24 (3.43%) Management Information System
7 16 (2.29%) Digital Media
8 14 (2.00%) Cloud Native
8 14 (2.00%) Data Centre
9 12 (1.71%) Social Media
10 11 (1.57%) Greenfield Project
11 8 (1.14%) Public Cloud
11 8 (1.14%) Virtual Team
12 7 (1.00%) Cybercrime
12 7 (1.00%) Linked Data
12 7 (1.00%) Mobile App
13 6 (0.86%) Enterprise Software
13 6 (0.86%) Mainframe
13 6 (0.86%) Self-Motivation
14 5 (0.71%) Reference Data
Operating Systems
1 209 (29.86%) Linux
2 90 (12.86%) Unix
3 6 (0.86%) Red Hat Enterprise Linux
3 6 (0.86%) VME
4 2 (0.29%) CentOS
4 2 (0.29%) SUSE Linux Enterprise Server
4 2 (0.29%) Windows
Processes & Methodologies
1 322 (46.00%) Agile Software Development
2 249 (35.57%) Analytics
3 198 (28.29%) Data Science
4 193 (27.57%) Data Modelling
5 181 (25.86%) Machine Learning
6 164 (23.43%) ETL
7 157 (22.43%) Data Engineering
8 153 (21.86%) Business Intelligence
9 133 (19.00%) MapReduce
10 120 (17.14%) DevOps
11 101 (14.43%) Scrum
12 99 (14.14%) Visualisation
13 96 (13.71%) Software Engineering
14 82 (11.71%) Mathematics
15 80 (11.43%) Data Analytics
15 80 (11.43%) Mentoring
16 68 (9.71%) Test Automation
17 65 (9.29%) Computer Science
18 62 (8.86%) Artificial Intelligence
19 60 (8.57%) Data Analysis
Programming Languages
1 425 (60.71%) Python
2 315 (45.00%) Java
3 313 (44.71%) SQL
4 285 (40.71%) Scala
5 103 (14.71%) R
6 70 (10.00%) Bash Shell
7 60 (8.57%) C
8 50 (7.14%) Shell Script
9 46 (6.57%) C#
10 44 (6.29%) JavaScript
10 44 (6.29%) Perl
11 38 (5.43%) PL/SQL
12 35 (5.00%) PHP
13 24 (3.43%) Kotlin
14 23 (3.29%) C++
15 20 (2.86%) TypeScript
16 19 (2.71%) ES6
17 17 (2.43%) Ruby
18 11 (1.57%) Java 8
19 9 (1.29%) Go
Qualifications
1 61 (8.71%) Degree
2 31 (4.43%) Computer Science Degree
3 23 (3.29%) PhD
4 20 (2.86%) Security Cleared
5 15 (2.14%) DV Cleared
6 12 (1.71%) Numerate Degree
7 10 (1.43%) Master's Degree
8 6 (0.86%) SC Cleared
9 5 (0.71%) PMI Certification
9 5 (0.71%) PMP
10 3 (0.43%) Microsoft Certification
11 2 (0.29%) AWS Certification
11 2 (0.29%) MCSA
12 1 (0.14%) CompTIA Security+
12 1 (0.14%) Linux+ Certification
12 1 (0.14%) MBA
12 1 (0.14%) Network+ Certification
12 1 (0.14%) SANS
12 1 (0.14%) Six Sigma Black Belt
12 1 (0.14%) SSCP
Quality Assurance & Compliance
1 62 (8.86%) Data Quality
2 52 (7.43%) QA
3 17 (2.43%) GDPR
4 12 (1.71%) ISO/IEC 27001
5 3 (0.43%) CDISC
5 3 (0.43%) HL7
System Software
1 172 (24.57%) HDFS
2 85 (12.14%) Docker
3 80 (11.43%) Apache Flume
4 17 (2.43%) Apache ZooKeeper
5 1 (0.14%) Cronacle
5 1 (0.14%) Hyper-V
5 1 (0.14%) Virtual Servers
5 1 (0.14%) VMware Infrastructure
Systems Management
1 138 (19.71%) Oozie
2 113 (16.14%) Hadoop YARN
3 63 (9.00%) Ansible
4 40 (5.71%) Kubernetes
5 22 (3.14%) Ambari
5 22 (3.14%) Terraform
6 13 (1.86%) Kibana
7 12 (1.71%) Single Sign-On
8 11 (1.57%) Puppet
9 8 (1.14%) Mesos
10 6 (0.86%) logstash
10 6 (0.86%) Marathon
11 5 (0.71%) HP Quality Center
12 1 (0.14%) Control-M
12 1 (0.14%) Grafana
12 1 (0.14%) ITRS Geneos
12 1 (0.14%) Opscode Chef
12 1 (0.14%) Prometheus
Vendors
1 106 (15.14%) Cloudera
2 82 (11.71%) Hortonworks
3 77 (11.00%) Google
4 72 (10.29%) Oracle
5 61 (8.71%) Teradata
6 59 (8.43%) Informatica
6 59 (8.43%) Splunk
7 42 (6.00%) Microsoft
8 38 (5.43%) Tableau
9 34 (4.86%) Talend
10 27 (3.86%) Databricks
11 14 (2.00%) Ab Initio
12 8 (1.14%) MicroStrategy
12 8 (1.14%) VMware
13 7 (1.00%) BT
13 7 (1.00%) IBM
13 7 (1.00%) MapR
13 7 (1.00%) SAP
14 6 (0.86%) CA
14 6 (0.86%) Netezza