Period
to 22 October 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 22 October 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
UK > England
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 483 479 633
Rank change year-on-year -4 +154 -21
Permanent jobs citing Apache Hive 710 919 641
As % of all permanent IT jobs advertised in England 0.56% 0.60% 0.39%
As % of the Database & Business Intelligence category 2.09% 2.03% 1.29%
Number of salaries quoted 604 631 477
England median annual salary £72,500 £70,000 £67,000
Median salary % change year-on-year +3.57% +4.48% +5.10%
10th Percentile £50,000 £41,100 £40,075
90th Percentile £105,000 £97,500 £102,500
UK median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% +8.33%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 33,953 45,327 49,669
As % of all permanent IT jobs advertised in England 26.85% 29.51% 30.36%
Number of salaries quoted 28,261 37,165 41,204
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,589 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Apache Hive
Job Vacancy Trend in England

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

Job vacancy trend for Apache Hive in England

Apache Hive
Salary Trend in England

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

Salary trend for Apache Hive in England

Apache Hive
Salary Histogram in England

The salary distribution of IT jobs citing Apache Hive in England over the 6 months to 22 October 2019.

Salary histogram for Apache Hive in England

Apache Hive
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the England region over the 6 months to 22 October 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
London +14 441 £80,000 +6.67% 41
South West +36 77 £50,000 - 4
Midlands +85 57 £65,000 -3.70% 4
North of England +38 53 £55,000 -16.30% 6
East Midlands +58 52 £58,750 -21.67% 2
East of England +49 47 £65,000 -1.52% 4
South East -79 32 £47,500 -26.92% 9
Yorkshire +27 31 £55,000 -12.00% 1
North West +21 18 £54,493 -17.07% 4
West Midlands +42 5 £105,000 +147.06% 2
North East +24 4 £57,275 -12.83% 1
Apache Hive
UK

For the 6 months to 22 October 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 across the England region with a requirement for Apache Hive.

1 625 (88.03%) Big Data
2 594 (83.66%) Apache Spark
3 584 (82.25%) Hadoop
4 444 (62.54%) Python
5 327 (46.06%) Agile Software Development
6 316 (44.51%) SQL
7 314 (44.23%) Java
8 284 (40.00%) Scala
9 278 (39.15%) Analytics
10 252 (35.49%) Impala
11 247 (34.79%) Kafka
12 246 (34.65%) AWS
13 217 (30.56%) Azure
13 217 (30.56%) Data Science
14 215 (30.28%) HBase
15 213 (30.00%) Linux
16 185 (26.06%) Machine Learning
17 172 (24.23%) Business Intelligence
18 171 (24.08%) HDFS
19 170 (23.94%) ETL
20 163 (22.96%) Data Modelling
20 163 (22.96%) MapReduce
21 160 (22.54%) NoSQL
22 159 (22.39%) Data Warehouse
23 156 (21.97%) Analytical Skills
24 149 (20.99%) Data Engineering
25 140 (19.72%) Oozie
26 139 (19.58%) Git (software)
27 138 (19.44%) DevOps
28 127 (17.89%) Hadoop YARN

Apache Hive
Co-occurring IT Skills in England 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
1 594 (83.66%) Apache Spark
2 83 (11.69%) Apache
3 70 (9.86%) Apache Pig
4 48 (6.76%) Apache Airflow
5 40 (5.63%) Elasticsearch
6 18 (2.54%) SAS
7 17 (2.39%) Apache Solr
8 14 (1.97%) Jupyter
9 11 (1.55%) Luigi
10 8 (1.13%) nginx
11 7 (0.99%) SharePoint
12 6 (0.85%) Confluence
13 3 (0.42%) IPython
14 2 (0.28%) JBoss
14 2 (0.28%) WebLogic
14 2 (0.28%) WebSphere
15 1 (0.14%) OpenStack
15 1 (0.14%) Tomcat
15 1 (0.14%) WebLogic Portal
Applications
1 10 (1.41%) Microsoft Excel
2 7 (0.99%) Gephi
3 4 (0.56%) GNU Octave
3 4 (0.56%) SPSS
4 1 (0.14%) Microsoft Office
4 1 (0.14%) SPSS Modeler
Business Applications
1 1 (0.14%) FINCAD Analytics
1 1 (0.14%) Sparx Enterprise Architect
Cloud Services
1 246 (34.65%) AWS
2 217 (30.56%) Azure
3 115 (16.20%) GCP
4 80 (11.27%) Amazon S3
5 75 (10.56%) Amazon EMR
6 36 (5.07%) PaaS
7 31 (4.37%) Serverless
8 30 (4.23%) Azure Data Factory
9 27 (3.80%) GitHub
9 27 (3.80%) Power Platform
10 23 (3.24%) IaaS
11 22 (3.10%) Amazon Kinesis
12 18 (2.54%) AWS Lambda
13 14 (1.97%) Amazon EC2
14 12 (1.69%) AWS CloudFormation
15 11 (1.55%) SaaS
16 7 (0.99%) Cloud Computing
17 6 (0.85%) Amazon ELB
17 6 (0.85%) Datadog
17 6 (0.85%) Google Analytics
Communications & Networking
1 18 (2.54%) Internet
2 17 (2.39%) VPN
3 15 (2.11%) Kerberos
3 15 (2.11%) SSL
4 12 (1.69%) HTTP
5 11 (1.55%) Broadband
5 11 (1.55%) Firewall
6 8 (1.13%) DNS
7 7 (0.99%) Ethernet
7 7 (0.99%) MPLS
8 5 (0.70%) HTTPS
9 4 (0.56%) ATM
10 1 (0.14%) 4G
Database & Business Intelligence
1 625 (88.03%) Big Data
2 584 (82.25%) Hadoop
3 252 (35.49%) Impala
4 215 (30.28%) HBase
5 160 (22.54%) NoSQL
6 159 (22.39%) Data Warehouse
7 98 (13.80%) SQL Server
8 95 (13.38%) MongoDB
9 94 (13.24%) PostgreSQL
10 93 (13.10%) Sqoop
11 86 (12.11%) Apache Cassandra
12 79 (11.13%) Relational Database
13 76 (10.70%) Data Lake
14 59 (8.31%) Presto
15 58 (8.17%) MySQL
16 56 (7.89%) Amazon Redshift
17 52 (7.32%) BigQuery
18 45 (6.34%) Neo4j
19 43 (6.06%) Data Mining
20 42 (5.92%) HDInsight
Development Applications
1 139 (19.58%) Git (software)
2 96 (13.52%) Jenkins
3 74 (10.42%) JIRA
4 43 (6.06%) Bitbucket
5 42 (5.92%) Bitbucket Server
6 40 (5.63%) git-flow
7 20 (2.82%) Cucumber
8 19 (2.68%) Selenium
9 16 (2.25%) Subversion
10 14 (1.97%) ProC
11 13 (1.83%) Artifactory
12 12 (1.69%) Maven
13 11 (1.55%) Team Foundation Server
14 8 (1.13%) Mercurial
15 7 (0.99%) GitLab
16 6 (0.85%) HP UFT
16 6 (0.85%) Sonatype Nexus
16 6 (0.85%) Visual Studio
17 3 (0.42%) Atlassian Bamboo
18 2 (0.28%) JUnit
General
1 110 (15.49%) Finance
2 44 (6.20%) Retail
3 40 (5.63%) Banking
4 28 (3.94%) Marketing
5 24 (3.38%) Law
5 24 (3.38%) Telecoms
6 18 (2.54%) Games
7 17 (2.39%) Public Sector
8 10 (1.41%) Advertising
9 8 (1.13%) Legal
10 5 (0.70%) Investment Banking
11 4 (0.56%) Electronics
12 3 (0.42%) Billing
13 2 (0.28%) Automotive
13 2 (0.28%) Front Office
14 1 (0.14%) Financial Institution
14 1 (0.14%) Manufacturing
14 1 (0.14%) Retail Banking
Job Titles
1 273 (38.45%) Data Engineer
2 151 (21.27%) Developer
3 97 (13.66%) Big Data Engineer
4 96 (13.52%) Java Developer
5 94 (13.24%) Architect
6 90 (12.68%) Senior Data Engineer
7 79 (11.13%) Data Architect
8 66 (9.30%) Data Scientist
9 64 (9.01%) Big Data Developer
10 48 (6.76%) Agile Developer
11 47 (6.62%) Agile Java Developer
12 46 (6.48%) Consultant
12 46 (6.48%) Data Consultant
13 33 (4.65%) Python Engineer
14 30 (4.23%) Hadoop Engineer
15 29 (4.08%) Big Data Architect
16 27 (3.80%) Analyst
17 26 (3.66%) Data Analyst
18 25 (3.52%) Cloud Architect
18 25 (3.52%) Scala Developer
Libraries, Frameworks & Software Standards
1 247 (34.79%) Kafka
2 64 (9.01%) Elastic Stack
3 32 (4.51%) HTML
4 31 (4.37%) Apache NiFi
5 26 (3.66%) NumPy
6 25 (3.52%) React
6 25 (3.52%) Web Services
7 23 (3.24%) CSS
8 22 (3.10%) HTML5
8 22 (3.10%) LAPP Stack
9 21 (2.96%) AngularJS
9 21 (2.96%) RESTful
10 20 (2.82%) Node.js
10 20 (2.82%) OAuth
10 20 (2.82%) RabbitMQ
11 18 (2.54%) Apache Beam
11 18 (2.54%) Pandas
11 18 (2.54%) Spark Streaming
12 15 (2.11%) PySpark
12 15 (2.11%) SciPy
Miscellaneous
1 156 (21.97%) Analytical Skills
2 71 (10.00%) Algorithms
3 51 (7.18%) Data Structures
4 43 (6.06%) Cyber Kill Chain
5 41 (5.77%) Analytical Mindset
6 21 (2.96%) Management Information System
7 16 (2.25%) Social Media
8 15 (2.11%) Greenfield Project
9 12 (1.69%) Data Centre
9 12 (1.69%) Digital Media
10 11 (1.55%) Mainframe
10 11 (1.55%) Public Cloud
11 10 (1.41%) Cloud Native
12 7 (0.99%) Cybercrime
12 7 (0.99%) Linked Data
12 7 (0.99%) Mobile App
13 6 (0.85%) Enterprise Software
14 5 (0.70%) Linux Command Line
15 4 (0.56%) Reference Data
15 4 (0.56%) User Experience
Operating Systems
1 213 (30.00%) Linux
2 95 (13.38%) Unix
3 7 (0.99%) Red Hat Enterprise Linux
4 6 (0.85%) VME
5 2 (0.28%) CentOS
5 2 (0.28%) SUSE Linux Enterprise Server
6 1 (0.14%) Debian
6 1 (0.14%) Windows
Processes & Methodologies
1 327 (46.06%) Agile Software Development
2 278 (39.15%) Analytics
3 217 (30.56%) Data Science
4 185 (26.06%) Machine Learning
5 172 (24.23%) Business Intelligence
6 170 (23.94%) ETL
7 163 (22.96%) Data Modelling
7 163 (22.96%) MapReduce
8 149 (20.99%) Data Engineering
9 138 (19.44%) DevOps
10 108 (15.21%) Scrum
11 107 (15.07%) Visualisation
12 94 (13.24%) Data Analytics
13 91 (12.82%) Software Engineering
14 89 (12.54%) Mathematics
15 80 (11.27%) Mentoring
16 67 (9.44%) Problem-Solving
17 59 (8.31%) Data Analysis
17 59 (8.31%) Open Source
18 58 (8.17%) Microservices
Programming Languages
1 444 (62.54%) Python
2 316 (44.51%) SQL
3 314 (44.23%) Java
4 284 (40.00%) Scala
5 113 (15.92%) R
6 80 (11.27%) Bash Shell
7 69 (9.72%) C
8 48 (6.76%) Perl
9 46 (6.48%) Shell Script
10 38 (5.35%) PL/SQL
11 31 (4.37%) C#
11 31 (4.37%) JavaScript
12 23 (3.24%) PHP
13 22 (3.10%) C++
14 15 (2.11%) Ruby
15 13 (1.83%) Java 8
15 13 (1.83%) TypeScript
16 12 (1.69%) ES6
16 12 (1.69%) Kotlin
17 10 (1.41%) Go
Qualifications
1 63 (8.87%) Degree
2 29 (4.08%) PhD
3 27 (3.80%) Security Cleared
4 24 (3.38%) Computer Science Degree
5 16 (2.25%) DV Cleared
6 14 (1.97%) Master's Degree
6 14 (1.97%) Numerate Degree
7 11 (1.55%) SC Cleared
8 9 (1.27%) PMI Certification
8 9 (1.27%) PMP
9 4 (0.56%) AWS Certification
10 2 (0.28%) MCSA
10 2 (0.28%) Microsoft Certification
11 1 (0.14%) Six Sigma Black Belt
Quality Assurance & Compliance
1 56 (7.89%) Data Quality
2 47 (6.62%) QA
3 10 (1.41%) GDPR
4 8 (1.13%) ISO/IEC 27001
System Software
1 171 (24.08%) HDFS
2 101 (14.23%) Docker
3 84 (11.83%) Apache Flume
4 33 (4.65%) Apache ZooKeeper
5 3 (0.42%) Active Directory
6 2 (0.28%) Cronacle
7 1 (0.14%) Hyper-V
7 1 (0.14%) Virtual Servers
7 1 (0.14%) VMware Infrastructure
Systems Management
1 140 (19.72%) Oozie
2 127 (17.89%) Hadoop YARN
3 79 (11.13%) Ansible
4 40 (5.63%) Kubernetes
5 29 (4.08%) Terraform
6 28 (3.94%) Ambari
7 13 (1.83%) Kibana
8 12 (1.69%) Puppet
9 10 (1.41%) Single Sign-On
10 8 (1.13%) Mesos
11 7 (0.99%) Opscode Chef
12 6 (0.85%) logstash
12 6 (0.85%) Marathon
13 5 (0.70%) HP Quality Center
14 2 (0.28%) Control-M
15 1 (0.14%) ITRS Geneos
Vendors
1 105 (14.79%) Cloudera
2 81 (11.41%) Google
3 80 (11.27%) Hortonworks
4 77 (10.85%) Oracle
5 68 (9.58%) Informatica
5 68 (9.58%) Splunk
6 60 (8.45%) Teradata
7 50 (7.04%) Microsoft
8 45 (6.34%) Tableau
9 30 (4.23%) Databricks
9 30 (4.23%) Talend
10 18 (2.54%) Ab Initio
10 18 (2.54%) IBM
11 11 (1.55%) Netezza
11 11 (1.55%) VMware
12 10 (1.41%) SAP
13 8 (1.13%) HP
13 8 (1.13%) MapR
14 7 (0.99%) BT
14 7 (0.99%) Red Hat