Period
to 21 February 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 21 February 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 482 563 541
Rank change year-on-year +81 -22 +42
Permanent jobs citing Apache Hive 878 806 857
As % of all permanent IT jobs advertised in the UK 0.58% 0.46% 0.49%
As % of the Database & Business Intelligence category 2.03% 1.49% 1.62%
Number of salaries quoted 590 629 653
UK median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% -3.70%
10th Percentile £45,000 £41,250 £38,750
90th Percentile £105,000 £100,201 £105,000
UK excluding London median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - -4.76%

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 43,276 53,944 52,796
As % of all permanent IT jobs advertised in the UK 28.61% 30.59% 30.01%
Number of salaries quoted 35,546 44,999 45,081
UK median annual salary £52,467 £49,000 £47,500
Median salary % change year-on-year +7.08% +3.16% +4.40%
10th Percentile £31,250 £30,000 £29,685
90th Percentile £85,000 £77,500 £77,250
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.66%

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 21 February 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 21 February 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 +77 846 £75,000 +7.14% 138
London +19 547 £80,000 +0.63% 88
UK excluding London +124 319 £60,000 +20.00% 55
South East +47 108 £57,500 +4.55% 16
North of England +86 64 £55,000 +22.22% 16
South West +26 55 £60,000 +20.00% 6
East of England +52 36 £72,500 +20.83% 5
Midlands +53 33 £60,000 +41.18% 7
North West +20 28 £67,854 +50.79% 5
East Midlands +56 25 £75,000 +81.82% 3
Yorkshire +48 23 £49,337 -24.10% 11
Scotland +5 23 £52,500 +16.67% 4
North East - 13 £49,337 -
West Midlands +38 8 £52,500 +23.53% 4

For the 6 months to 21 February 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.

1 796 (90.66%) Hadoop
2 738 (84.05%) Big Data
3 723 (82.35%) Apache Spark
4 687 (78.25%) Python
5 528 (60.14%) Java
6 440 (50.11%) SQL
7 437 (49.77%) Kafka
8 417 (47.49%) Scala
9 409 (46.58%) Analytics
10 404 (46.01%) Agile Software Development
11 396 (45.10%) HBase
12 336 (38.27%) Data Science
13 330 (37.59%) NoSQL
14 317 (36.10%) Amazon AWS
15 311 (35.42%) Machine Learning
16 284 (32.35%) Apache Cassandra
17 251 (28.59%) Impala
18 248 (28.25%) ETL
19 240 (27.33%) Oozie
20 236 (26.88%) Cloudera
21 222 (25.28%) Software Engineering
22 211 (24.03%) MapReduce
23 210 (23.92%) Microsoft Azure
24 207 (23.58%) R
25 202 (23.01%) Tableau
26 201 (22.89%) Finance
26 201 (22.89%) Apache Pig
27 199 (22.67%) Data Engineering
28 198 (22.55%) Data Modelling
29 195 (22.21%) Hortonworks

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
1 723 (82.35%) Apache Spark
2 201 (22.89%) Apache Pig
3 164 (18.68%) Apache
4 143 (16.29%) Elasticsearch
5 101 (11.50%) SAS
6 70 (7.97%) Apache Solr
7 15 (1.71%) JBoss
7 15 (1.71%) WebSphere
8 14 (1.59%) Tomcat
9 13 (1.48%) Apache Geronimo
9 13 (1.48%) GlassFish
10 9 (1.03%) Apache Airflow
11 6 (0.68%) Confluence
12 4 (0.46%) Cloud Foundry
12 4 (0.46%) Jupyter
12 4 (0.46%) Luigi
13 2 (0.23%) nginx
13 2 (0.23%) WebLogic
14 1 (0.11%) IBM Notes
14 1 (0.11%) SharePoint
Applications
1 15 (1.71%) Weka
2 11 (1.25%) SPSS
3 9 (1.03%) Microsoft Excel
4 4 (0.46%) Microsoft PowerPoint
4 4 (0.46%) MS Visio
5 2 (0.23%) GNU Octave
5 2 (0.23%) S-PLUS
5 2 (0.23%) Stata
6 1 (0.11%) Microsoft Office
Business Applications
1 2 (0.23%) SAP ERP
1 2 (0.23%) SAP InfiniteInsight
2 1 (0.11%) Dynamics CRM
Cloud Services
1 317 (36.10%) Amazon AWS
2 210 (23.92%) Microsoft Azure
3 114 (12.98%) Google Cloud Platform
4 58 (6.61%) Amazon EMR
5 53 (6.04%) GitHub
6 37 (4.21%) AWS Lambda
7 31 (3.53%) Amazon S3
7 31 (3.53%) Serverless
8 25 (2.85%) Google Analytics
9 14 (1.59%) Amazon Kinesis
9 14 (1.59%) Cloud Computing
10 12 (1.37%) AWS Data Pipeline
10 12 (1.37%) Azure Data Factory
11 11 (1.25%) Amazon SQS
11 11 (1.25%) PaaS
12 9 (1.03%) SaaS
13 8 (0.91%) Cortana Intelligence Suite
14 7 (0.80%) Amazon EC2
14 7 (0.80%) Amazon SageMaker
14 7 (0.80%) IaaS
Communications & Networking
1 19 (2.16%) Internet
2 17 (1.94%) Firewall
3 16 (1.82%) Kerberos
4 15 (1.71%) SSL
5 14 (1.59%) HTTP
5 14 (1.59%) TCP/IP
6 6 (0.68%) DNS
7 2 (0.23%) VPN
8 1 (0.11%) HTTPS
8 1 (0.11%) Network Security
8 1 (0.11%) SSH
8 1 (0.11%) VLAN
8 1 (0.11%) WAN
Database & Business Intelligence
1 796 (90.66%) Hadoop
2 738 (84.05%) Big Data
3 396 (45.10%) HBase
4 330 (37.59%) NoSQL
5 284 (32.35%) Apache Cassandra
6 251 (28.59%) Impala
7 148 (16.86%) Sqoop
8 145 (16.51%) MongoDB
9 138 (15.72%) Data Warehouse
10 134 (15.26%) Amazon Redshift
11 108 (12.30%) Power BI
12 101 (11.50%) SQL Server
13 99 (11.28%) Flink
14 87 (9.91%) Data Lake
14 87 (9.91%) MySQL
15 86 (9.79%) CouchDB
16 85 (9.68%) Relational Database
17 84 (9.57%) QlikView
18 81 (9.23%) Data Mining
19 77 (8.77%) Couchbase
Development Applications
1 79 (9.00%) Git (software)
2 37 (4.21%) Jenkins
3 28 (3.19%) EasyMock
4 23 (2.62%) JIRA
5 22 (2.51%) Atlassian Bamboo
5 22 (2.51%) Selenium
6 21 (2.39%) Gradle
7 17 (1.94%) Maven
8 15 (1.71%) Bitbucket
9 13 (1.48%) Ant
10 12 (1.37%) Cucumber
10 12 (1.37%) GitLab
11 10 (1.14%) JUnit
12 8 (0.91%) CodeSonar
12 8 (0.91%) git-flow
12 8 (0.91%) Robot Framework
13 7 (0.80%) Eclipse
14 6 (0.68%) ERwin
14 6 (0.68%) Subversion
14 6 (0.68%) TeamCity
General
1 201 (22.89%) Finance
2 108 (12.30%) Retail
3 99 (11.28%) Banking
4 90 (10.25%) Telecoms
5 65 (7.40%) Law
6 63 (7.18%) Military
7 35 (3.99%) Investment Banking
8 30 (3.42%) Marketing
9 21 (2.39%) Games
10 11 (1.25%) Advertising
11 7 (0.80%) Retail Banking
12 6 (0.68%) Legal
13 5 (0.57%) Financial Institution
13 5 (0.57%) Manufacturing
14 3 (0.34%) Pharmaceutical
14 3 (0.34%) Private Banking
15 2 (0.23%) French Language
16 1 (0.11%) Front Office
16 1 (0.11%) German Language
16 1 (0.11%) Wholesale Banking
Job Titles
1 348 (39.64%) Data Engineer
2 237 (26.99%) Big Data Engineer
3 159 (18.11%) Data Scientist
4 130 (14.81%) Developer
5 86 (9.79%) Hadoop Engineer
6 84 (9.57%) Architect
7 73 (8.31%) Data Architect
8 67 (7.63%) Senior Data Engineer
9 62 (7.06%) Big Data Architect
10 59 (6.72%) Python Engineer
11 55 (6.26%) Big Data Developer
11 55 (6.26%) Java Developer
12 54 (6.15%) Senior Data Scientist
13 43 (4.90%) Software Engineer
14 36 (4.10%) Senior Developer
15 25 (2.85%) Senior Big Data Developer
16 23 (2.62%) Hadoop Developer
17 22 (2.51%) Java Engineer
18 18 (2.05%) Senior Architect
19 17 (1.94%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 437 (49.77%) Kafka
2 94 (10.71%) Spark Streaming
3 75 (8.54%) Apache NiFi
4 64 (7.29%) Web Services
5 60 (6.83%) D3.js
6 55 (6.26%) Spring
7 46 (5.24%) Hibernate
8 42 (4.78%) ggplot
9 41 (4.67%) PySpark
10 37 (4.21%) .NET
10 37 (4.21%) Natural Language Processing
11 36 (4.10%) HTML
12 33 (3.76%) CSS
13 31 (3.53%) Java EE
14 30 (3.42%) Node.js
15 27 (3.08%) REST
16 24 (2.73%) LAMP
16 24 (2.73%) SOAP
16 24 (2.73%) TensorFlow
17 21 (2.39%) Spring MVC
Miscellaneous
1 144 (16.40%) Algorithms
2 97 (11.05%) Analytical Skills
3 68 (7.74%) Data Structures
4 41 (4.67%) Social Network
5 30 (3.42%) Fintech
6 22 (2.51%) Management Information System
7 20 (2.28%) Self-Motivation
8 15 (1.71%) Greenfield Project
9 14 (1.59%) Virtual Team
10 12 (1.37%) Public Cloud
11 10 (1.14%) Social Media
12 9 (1.03%) Life Science
13 8 (0.91%) Enterprise Software
13 8 (0.91%) Pricing Data
14 7 (0.80%) Linux Command Line
15 6 (0.68%) Robotics
15 6 (0.68%) User Experience
16 5 (0.57%) Mobile App
16 5 (0.57%) Wiki
17 4 (0.46%) Linked Data
Operating Systems
1 193 (21.98%) Linux
2 124 (14.12%) Unix
3 26 (2.96%) Windows
4 11 (1.25%) Android
4 11 (1.25%) Apple iOS
4 11 (1.25%) Mac OS X
5 8 (0.91%) Red Hat Enterprise Linux
6 5 (0.57%) CentOS
6 5 (0.57%) VMS
7 4 (0.46%) Oracle Linux
8 1 (0.11%) DC/OS
8 1 (0.11%) Debian
Processes & Methodologies
1 409 (46.58%) Analytics
2 404 (46.01%) Agile Software Development
3 336 (38.27%) Data Science
4 311 (35.42%) Machine Learning
5 248 (28.25%) ETL
6 222 (25.28%) Software Engineering
7 211 (24.03%) MapReduce
8 199 (22.67%) Data Engineering
9 198 (22.55%) Data Modelling
10 188 (21.41%) Visualisation
11 168 (19.13%) Business Intelligence
12 167 (19.02%) Artificial Intelligence
12 167 (19.02%) DevOps
13 146 (16.63%) Scrum
14 140 (15.95%) Data Visualisation
15 135 (15.38%) Data Analytics
16 123 (14.01%) Data Analysis
17 120 (13.67%) Mathematics
18 118 (13.44%) Statistics
19 103 (11.73%) Mentoring
Programming Languages
1 687 (78.25%) Python
2 528 (60.14%) Java
3 440 (50.11%) SQL
4 417 (47.49%) Scala
5 207 (23.58%) R
6 113 (12.87%) C++
7 74 (8.43%) C#
8 52 (5.92%) JavaScript
9 42 (4.78%) Shell Script
10 37 (4.21%) PL/SQL
11 35 (3.99%) Bash Shell
12 29 (3.30%) T-SQL
13 24 (2.73%) PHP
14 23 (2.62%) C
15 22 (2.51%) Ruby
16 19 (2.16%) Delphi
17 18 (2.05%) HiveQL
18 16 (1.82%) MATLAB
19 15 (1.71%) Java 8
20 11 (1.25%) TypeScript
Qualifications
1 151 (17.20%) Degree
2 52 (5.92%) Security Cleared
3 36 (4.10%) Computer Science Degree
4 35 (3.99%) DV Cleared
5 23 (2.62%) PhD
6 17 (1.94%) Master's Degree
7 16 (1.82%) SC Cleared
8 8 (0.91%) CCNA
8 8 (0.91%) Cisco Certification
8 8 (0.91%) CISSP
8 8 (0.91%) CompTIA Security+
8 8 (0.91%) GIAC
8 8 (0.91%) Linux+ Certification
8 8 (0.91%) MCSE
8 8 (0.91%) Microsoft Certification
8 8 (0.91%) Network+ Certification
8 8 (0.91%) SANS
8 8 (0.91%) SSCP
9 5 (0.57%) AWS Certification
10 3 (0.34%) Numerate Degree
Quality Assurance & Compliance
1 67 (7.63%) Data Quality
2 30 (3.42%) QA
3 19 (2.16%) GDPR
4 12 (1.37%) MiFID
5 4 (0.46%) ISO/IEC 27001
5 4 (0.46%) PCI DSS
6 2 (0.23%) EMIR
7 1 (0.11%) Basel III
7 1 (0.11%) IFRS
7 1 (0.11%) Solvency II
System Software
1 194 (22.10%) HDFS
2 164 (18.68%) Apache Flume
3 63 (7.18%) Apache ZooKeeper
3 63 (7.18%) Docker
4 10 (1.14%) Active Directory
5 9 (1.03%) Virtual Machines
6 8 (0.91%) vSphere
7 1 (0.11%) Hyper-V
7 1 (0.11%) VMware Infrastructure
Systems Management
1 240 (27.33%) Oozie
2 178 (20.27%) Hadoop YARN
3 42 (4.78%) Ambari
4 38 (4.33%) Kubernetes
5 36 (4.10%) Kibana
6 29 (3.30%) Puppet
7 24 (2.73%) Ansible
8 18 (2.05%) logstash
9 15 (1.71%) Prometheus
10 11 (1.25%) Grafana
10 11 (1.25%) Mesos
11 10 (1.14%) Opscode Chef
11 10 (1.14%) Salt
12 8 (0.91%) Terraform
13 6 (0.68%) Marathon
14 4 (0.46%) Control-M
14 4 (0.46%) Rundeck
15 1 (0.11%) CFEngine
15 1 (0.11%) ITRS Geneos
15 1 (0.11%) Sysdig
Vendors
1 236 (26.88%) Cloudera
2 202 (23.01%) Tableau
3 195 (22.21%) Hortonworks
4 134 (15.26%) Oracle
5 100 (11.39%) Google
6 92 (10.48%) MapR
7 81 (9.23%) Databricks
8 72 (8.20%) Microsoft
8 72 (8.20%) SAP
9 65 (7.40%) Informatica
10 59 (6.72%) Talend
11 47 (5.35%) IBM
12 35 (3.99%) Teradata
13 27 (3.08%) TIBCO
14 23 (2.62%) Alteryx
15 21 (2.39%) WorldPay
16 19 (2.16%) Vertica
17 17 (1.94%) HP
18 16 (1.82%) Ab Initio
18 16 (1.82%) Greenplum