Period
to 22 September 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 22 September 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 483 504 635
Rank change year-on-year +21 +131 -41
Permanent jobs citing Apache Hive 813 942 692
As % of all permanent IT jobs advertised in the UK 0.58% 0.57% 0.39%
As % of the Database & Business Intelligence category 2.16% 1.90% 1.28%
Number of salaries quoted 664 666 512
UK median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% -
10th Percentile £50,000 £41,100 £40,238
90th Percentile £105,000 £97,500 £102,500
UK excluding London median annual salary £57,500 £60,000 £53,000
% change year-on-year -4.17% +13.21% -1.85%

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 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 37,647 49,485 54,024
As % of all permanent IT jobs advertised in the UK 27.06% 29.72% 30.57%
Number of salaries quoted 30,738 40,368 44,486
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 22 September 2019.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 15 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 22 September 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 +28 786 £72,500 +3.57% 77
London +37 505 £80,000 +6.67% 53
UK excluding London +19 299 £57,500 -4.17% 35
South West +59 97 £51,750 +8.95% 6
Midlands +63 53 £57,500 +7.48% 2
North of England +4 51 £57,275 +14.55% 6
East Midlands +64 49 £57,500 +0.88%
East of England +62 44 £65,000 -1.52% 3
South East -85 35 £63,750 -1.92% 7
Yorkshire +7 27 £56,138 +12.28% 4
Scotland +2 19 £50,000 -4.76% 10
North West +5 18 £61,000 +22.00% 2
North East +26 6 £55,888 +59.68%
West Midlands +28 4 £65,000 +30.00% 2
Northern Ireland - 1 - - 1

For the 6 months to 22 September 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.

1 711 (87.45%) Big Data
2 689 (84.75%) Apache Spark
3 669 (82.29%) Hadoop
4 508 (62.48%) Python
5 379 (46.62%) SQL
6 370 (45.51%) Java
7 369 (45.39%) Agile Software Development
8 340 (41.82%) Analytics
9 334 (41.08%) Scala
10 313 (38.50%) Kafka
11 297 (36.53%) Impala
12 276 (33.95%) AWS
13 252 (31.00%) HBase
14 237 (29.15%) Data Science
15 231 (28.41%) Azure
16 216 (26.57%) Machine Learning
17 210 (25.83%) MapReduce
18 208 (25.58%) ETL
19 203 (24.97%) Linux
20 185 (22.76%) Data Warehouse
21 183 (22.51%) NoSQL
22 180 (22.14%) Business Intelligence
23 174 (21.40%) Data Engineering
24 173 (21.28%) Analytical Skills
25 172 (21.16%) HDFS
26 164 (20.17%) Oozie
27 163 (20.05%) DevOps
28 162 (19.93%) Hadoop YARN
29 153 (18.82%) Data Modelling
30 147 (18.08%) Cloudera

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
1 689 (84.75%) Apache Spark
2 124 (15.25%) Apache Pig
3 81 (9.96%) Apache
4 60 (7.38%) Elasticsearch
5 31 (3.81%) Apache Airflow
6 27 (3.32%) Apache Solr
7 20 (2.46%) SAS
8 18 (2.21%) Jupyter
9 9 (1.11%) IPython
10 7 (0.86%) Confluence
10 7 (0.86%) nginx
11 5 (0.62%) Luigi
12 3 (0.37%) JBoss
12 3 (0.37%) WebLogic
12 3 (0.37%) WebSphere
13 1 (0.12%) Cloud Foundry
13 1 (0.12%) OpenStack
13 1 (0.12%) SharePoint
13 1 (0.12%) Tomcat
13 1 (0.12%) WebLogic Portal
Applications
1 17 (2.09%) Microsoft Excel
2 7 (0.86%) Gephi
3 5 (0.62%) SPSS
4 4 (0.49%) GNU Octave
5 1 (0.12%) Microsoft Office
5 1 (0.12%) SPSS Modeler
Business Applications
1 3 (0.37%) Dynamics CRM
2 1 (0.12%) FINCAD Analytics
2 1 (0.12%) SAP ERP
2 1 (0.12%) SAP InfiniteInsight
Cloud Services
1 276 (33.95%) AWS
2 231 (28.41%) Azure
3 130 (15.99%) GCP
4 77 (9.47%) Amazon EMR
5 68 (8.36%) Amazon S3
6 46 (5.66%) Power Platform
7 33 (4.06%) Azure Data Factory
8 30 (3.69%) PaaS
9 28 (3.44%) Amazon Kinesis
9 28 (3.44%) Serverless
10 27 (3.32%) GitHub
11 23 (2.83%) Amazon EC2
12 20 (2.46%) IaaS
13 15 (1.85%) AWS CloudFormation
13 15 (1.85%) AWS Lambda
14 12 (1.48%) Cortana Intelligence Suite
14 12 (1.48%) SaaS
15 11 (1.35%) Cloud Computing
16 7 (0.86%) Amazon ELB
16 7 (0.86%) Google Analytics
Communications & Networking
1 20 (2.46%) Internet
2 14 (1.72%) HTTP
3 13 (1.60%) Broadband
3 13 (1.60%) SSL
3 13 (1.60%) VPN
4 12 (1.48%) Kerberos
5 8 (0.98%) DNS
6 7 (0.86%) Ethernet
6 7 (0.86%) Firewall
6 7 (0.86%) MPLS
7 3 (0.37%) HTTPS
8 1 (0.12%) TCP/IP
Database & Business Intelligence
1 711 (87.45%) Big Data
2 669 (82.29%) Hadoop
3 297 (36.53%) Impala
4 252 (31.00%) HBase
5 185 (22.76%) Data Warehouse
6 183 (22.51%) NoSQL
7 115 (14.15%) Apache Cassandra
7 115 (14.15%) MongoDB
8 112 (13.78%) Sqoop
9 110 (13.53%) SQL Server
10 88 (10.82%) Data Lake
11 86 (10.58%) PostgreSQL
12 75 (9.23%) Relational Database
13 70 (8.61%) Amazon Redshift
14 59 (7.26%) MySQL
15 46 (5.66%) Flink
15 46 (5.66%) Power BI
15 46 (5.66%) Presto
16 42 (5.17%) Spark SQL
17 41 (5.04%) Neo4j
Development Applications
1 144 (17.71%) Git (software)
2 112 (13.78%) Jenkins
3 76 (9.35%) JIRA
4 45 (5.54%) Bitbucket
5 42 (5.17%) Bitbucket Server
6 40 (4.92%) git-flow
7 23 (2.83%) Cucumber
8 22 (2.71%) Selenium
9 20 (2.46%) Subversion
10 17 (2.09%) Maven
11 15 (1.85%) Artifactory
12 13 (1.60%) Team Foundation Server
13 11 (1.35%) Visual Studio
14 8 (0.98%) HP UFT
14 8 (0.98%) ProC
15 7 (0.86%) Mercurial
16 6 (0.74%) GitLab
16 6 (0.74%) Sonatype Nexus
17 5 (0.62%) JUnit
18 4 (0.49%) Atlassian Bamboo
General
1 121 (14.88%) Finance
2 54 (6.64%) Law
3 51 (6.27%) Retail
4 48 (5.90%) Banking
5 34 (4.18%) Marketing
6 26 (3.20%) Telecoms
7 25 (3.08%) Games
8 12 (1.48%) Public Sector
9 10 (1.23%) Advertising
10 9 (1.11%) Billing
11 7 (0.86%) Legal
12 6 (0.74%) Investment Banking
13 4 (0.49%) Electronics
13 4 (0.49%) Front Office
14 1 (0.12%) Financial Institution
14 1 (0.12%) Manufacturing
14 1 (0.12%) Retail Banking
Job Titles
1 317 (38.99%) Data Engineer
2 182 (22.39%) Developer
3 152 (18.70%) Big Data Engineer
4 114 (14.02%) Senior Data Engineer
5 92 (11.32%) Java Developer
6 87 (10.70%) Architect
7 84 (10.33%) Big Data Developer
8 75 (9.23%) Data Scientist
9 74 (9.10%) Data Architect
10 51 (6.27%) Consultant
10 51 (6.27%) Data Consultant
11 49 (6.03%) Hadoop Engineer
12 44 (5.41%) Agile Developer
12 44 (5.41%) Agile Java Developer
13 42 (5.17%) Python Engineer
14 34 (4.18%) Analyst
14 34 (4.18%) Big Data Architect
15 33 (4.06%) Data Analyst
15 33 (4.06%) Senior Developer
16 29 (3.57%) Scala Developer
Libraries, Frameworks & Software Standards
1 313 (38.50%) Kafka
2 70 (8.61%) Apache NiFi
3 63 (7.75%) Elastic Stack
4 34 (4.18%) Spark Streaming
5 33 (4.06%) Web Services
6 30 (3.69%) HTML
7 25 (3.08%) NumPy
8 23 (2.83%) RabbitMQ
9 22 (2.71%) Pandas
10 21 (2.58%) PySpark
11 19 (2.34%) D3.js
11 19 (2.34%) scikit-learn
12 18 (2.21%) Apache Beam
13 17 (2.09%) AngularJS
13 17 (2.09%) CSS
13 17 (2.09%) LAPP Stack
13 17 (2.09%) OAuth
13 17 (2.09%) React
14 15 (1.85%) HTML5
14 15 (1.85%) JSON
Miscellaneous
1 173 (21.28%) Analytical Skills
2 72 (8.86%) Algorithms
3 57 (7.01%) Data Structures
4 45 (5.54%) Analytical Mindset
5 43 (5.29%) Cyber Kill Chain
6 26 (3.20%) Management Information System
7 25 (3.08%) Social Media
8 19 (2.34%) Greenfield Project
9 13 (1.60%) Public Cloud
10 12 (1.48%) Digital Media
11 10 (1.23%) Cloud Native
12 7 (0.86%) Cybercrime
12 7 (0.86%) Data Centre
12 7 (0.86%) Mainframe
12 7 (0.86%) Mobile App
13 6 (0.74%) Enterprise Software
13 6 (0.74%) Hybrid Cloud
14 5 (0.62%) Linux Command Line
14 5 (0.62%) Virtual Team
15 4 (0.49%) Semantic Web
Operating Systems
1 203 (24.97%) Linux
2 110 (13.53%) Unix
3 7 (0.86%) Red Hat Enterprise Linux
4 2 (0.25%) CentOS
4 2 (0.25%) SUSE Linux Enterprise Server
4 2 (0.25%) VME
5 1 (0.12%) Debian
5 1 (0.12%) Windows
Processes & Methodologies
1 369 (45.39%) Agile Software Development
2 340 (41.82%) Analytics
3 237 (29.15%) Data Science
4 216 (26.57%) Machine Learning
5 210 (25.83%) MapReduce
6 208 (25.58%) ETL
7 180 (22.14%) Business Intelligence
8 174 (21.40%) Data Engineering
9 163 (20.05%) DevOps
10 153 (18.82%) Data Modelling
11 130 (15.99%) Scrum
12 126 (15.50%) Visualisation
13 110 (13.53%) Data Analytics
14 101 (12.42%) Mathematics
15 98 (12.05%) Software Engineering
16 80 (9.84%) Problem-Solving
17 76 (9.35%) Mentoring
18 67 (8.24%) Data Analysis
19 64 (7.87%) Kanban
20 60 (7.38%) Test Automation
Programming Languages
1 508 (62.48%) Python
2 379 (46.62%) SQL
3 370 (45.51%) Java
4 334 (41.08%) Scala
5 131 (16.11%) R
6 76 (9.35%) Bash Shell
7 64 (7.87%) C
8 50 (6.15%) Perl
9 40 (4.92%) PL/SQL
10 35 (4.31%) JavaScript
11 34 (4.18%) C#
11 34 (4.18%) Shell Script
12 21 (2.58%) C++
13 14 (1.72%) Java 8
13 14 (1.72%) PHP
14 9 (1.11%) Go
15 7 (0.86%) Clojure
15 7 (0.86%) Ruby
16 6 (0.74%) PowerShell
16 6 (0.74%) U-SQL
Qualifications
1 71 (8.73%) Degree
2 33 (4.06%) Security Cleared
3 32 (3.94%) PhD
4 22 (2.71%) Computer Science Degree
5 18 (2.21%) DV Cleared
6 16 (1.97%) Master's Degree
7 15 (1.85%) PMI Certification
7 15 (1.85%) PMP
7 15 (1.85%) SC Cleared
8 14 (1.72%) Numerate Degree
9 4 (0.49%) AWS Certification
10 2 (0.25%) MCSA
10 2 (0.25%) Microsoft Certification
11 1 (0.12%) Six Sigma Black Belt
Quality Assurance & Compliance
1 49 (6.03%) Data Quality
2 40 (4.92%) QA
3 7 (0.86%) GDPR
4 6 (0.74%) ISO/IEC 27001
System Software
1 172 (21.16%) HDFS
2 97 (11.93%) Docker
3 95 (11.69%) Apache Flume
4 54 (6.64%) Apache ZooKeeper
5 3 (0.37%) Active Directory
6 2 (0.25%) Cronacle
7 1 (0.12%) Hyper-V
7 1 (0.12%) Virtual Servers
7 1 (0.12%) VMware Infrastructure
Systems Management
1 164 (20.17%) Oozie
2 162 (19.93%) Hadoop YARN
3 82 (10.09%) Ansible
4 36 (4.43%) Kubernetes
4 36 (4.43%) Terraform
5 33 (4.06%) Ambari
6 17 (2.09%) Puppet
7 15 (1.85%) Kibana
8 13 (1.60%) Opscode Chef
9 11 (1.35%) Mesos
10 7 (0.86%) Marathon
11 6 (0.74%) logstash
11 6 (0.74%) Single Sign-On
12 2 (0.25%) Control-M
13 1 (0.12%) Graphite
13 1 (0.12%) HP Quality Center
13 1 (0.12%) Icinga
13 1 (0.12%) ITRS Geneos
13 1 (0.12%) Prometheus
Vendors
1 147 (18.08%) Cloudera
2 106 (13.04%) Informatica
3 102 (12.55%) Oracle
4 99 (12.18%) Hortonworks
5 81 (9.96%) Microsoft
6 74 (9.10%) Google
7 69 (8.49%) Splunk
8 65 (8.00%) Tableau
9 64 (7.87%) Teradata
10 47 (5.78%) Databricks
11 37 (4.55%) Talend
12 28 (3.44%) Ab Initio
12 28 (3.44%) IBM
13 22 (2.71%) MapR
14 20 (2.46%) Netezza
15 13 (1.60%) MicroStrategy
15 13 (1.60%) VMware
16 11 (1.35%) SAP
16 11 (1.35%) TIBCO
17 9 (1.11%) EXASOL