Period
to 22 October 2018

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 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 486 641 618
Rank change year-on-year +155 -23 -3
Permanent jobs citing Apache Hive 959 669 803
As % of all permanent IT jobs advertised in the UK 0.58% 0.38% 0.42%
As % of the Database & Business Intelligence category 1.97% 1.26% 1.43%
Number of salaries quoted 666 501 621
UK median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% -7.69%
10th Percentile £41,100 £38,750 £40,000
90th Percentile £97,500 £102,500 £96,250
UK excluding London median annual salary £60,000 £52,750 £52,500
% change year-on-year +13.74% +0.48% +5.00%

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 48,595 53,165 56,208
As % of all permanent IT jobs advertised in the UK 29.49% 30.48% 29.63%
Number of salaries quoted 39,668 43,675 47,855
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £76,250
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

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 October 2018.

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 October 2018. 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 +149 919 £70,000 +4.48% 103
London +98 573 £75,000 +7.14% 56
UK excluding London +142 379 £60,000 +13.74% 50
South East +69 155 £65,000 +18.18% 20
East of England +47 59 £66,000 +46.67% 8
South West +31 59 £50,000 -2.44% 6
North of England +5 52 £65,707 +9.51% 7
North West -2 37 £65,707 +9.51% 3
Scotland +19 31 £52,500 - 2
Midlands +32 20 £67,500 +58.82% 6
East Midlands +6 17 £75,000 +93.55% 3
Yorkshire +29 14 £62,500 +47.06% 3
Wales -12 4 £38,750 +10.71%
West Midlands +22 3 £42,500 - 3
North East - 1 £65,707 - 1

For the 6 months to 22 October 2018, 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.

1 875 (91.24%) Hadoop
2 783 (81.65%) Big Data
3 741 (77.27%) Apache Spark
4 635 (66.21%) Python
5 495 (51.62%) Java
6 427 (44.53%) SQL
7 387 (40.35%) Kafka
8 384 (40.04%) Analytics
9 365 (38.06%) Agile Software Development
10 345 (35.97%) Scala
11 329 (34.31%) Data Science
12 318 (33.16%) Amazon AWS
13 310 (32.33%) HBase
14 280 (29.20%) ETL
15 265 (27.63%) HDFS
16 263 (27.42%) Machine Learning
17 258 (26.90%) Impala
18 247 (25.76%) NoSQL
19 240 (25.03%) Linux
20 237 (24.71%) Apache Pig
21 221 (23.04%) Apache Cassandra
22 210 (21.90%) R
23 199 (20.75%) Finance
24 194 (20.23%) Cloudera
25 191 (19.92%) MapReduce
26 187 (19.50%) Data Warehouse
27 185 (19.29%) Data Modelling
28 176 (18.35%) Scrum
29 173 (18.04%) Software Engineering
29 173 (18.04%) Oozie

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
1 741 (77.27%) Apache Spark
2 237 (24.71%) Apache Pig
3 145 (15.12%) Apache
4 121 (12.62%) Elasticsearch
5 65 (6.78%) SAS
6 56 (5.84%) Apache Solr
7 14 (1.46%) Tomcat
8 7 (0.73%) Oracle Workflow
9 6 (0.63%) WildFly
10 5 (0.52%) Confluence
10 5 (0.52%) WebSphere
11 4 (0.42%) Apache Geronimo
11 4 (0.42%) GlassFish
11 4 (0.42%) JBoss
11 4 (0.42%) OpenStack
12 3 (0.31%) Apache Airflow
13 2 (0.21%) Cloud Foundry
13 2 (0.21%) GemFire
13 2 (0.21%) Jupyter
13 2 (0.21%) Luigi
Applications
1 9 (0.94%) GNU Octave
1 9 (0.94%) Microsoft Excel
2 7 (0.73%) SPSS
3 4 (0.42%) MS Visio
3 4 (0.42%) Weka
4 3 (0.31%) Chatbot
4 3 (0.31%) Microsoft Office
5 2 (0.21%) Microsoft PowerPoint
6 1 (0.10%) CPLEX
6 1 (0.10%) SPSS Modeler
Business Applications
1 10 (1.04%) Dynamics AX
1 10 (1.04%) Dynamics CRM
1 10 (1.04%) Dynamics NAV
2 2 (0.21%) NetSuite
2 2 (0.21%) SAP ERP
2 2 (0.21%) SAP InfiniteInsight
Cloud Services
1 318 (33.16%) Amazon AWS
2 170 (17.73%) Microsoft Azure
3 75 (7.82%) Amazon EMR
4 55 (5.74%) Google Cloud Platform
5 42 (4.38%) AWS Lambda
6 39 (4.07%) Serverless
7 35 (3.65%) Amazon EC2
8 32 (3.34%) Amazon Kinesis
8 32 (3.34%) Amazon S3
9 28 (2.92%) Google Analytics
10 19 (1.98%) GitHub
11 14 (1.46%) Cloud Computing
12 13 (1.36%) Cortana Intelligence Suite
13 10 (1.04%) SaaS
14 7 (0.73%) Amazon ELB
14 7 (0.73%) Azure Data Factory
14 7 (0.73%) PaaS
15 6 (0.63%) Amazon ElastiCache
15 6 (0.63%) Amazon SageMaker
15 6 (0.63%) AWS Data Pipeline
Communications & Networking
1 57 (5.94%) Firewall
2 56 (5.84%) TCP/IP
3 54 (5.63%) SSL
4 48 (5.01%) HTTP
5 22 (2.29%) Kerberos
6 8 (0.83%) DNS
7 4 (0.42%) Internet
7 4 (0.42%) VPN
8 3 (0.31%) SSH
8 3 (0.31%) VLAN
9 1 (0.10%) 5G
9 1 (0.10%) Network Security
9 1 (0.10%) WAN
Database & Business Intelligence
1 875 (91.24%) Hadoop
2 783 (81.65%) Big Data
3 310 (32.33%) HBase
4 258 (26.90%) Impala
5 247 (25.76%) NoSQL
6 221 (23.04%) Apache Cassandra
7 187 (19.50%) Data Warehouse
8 145 (15.12%) SQL Server
9 140 (14.60%) Amazon Redshift
10 135 (14.08%) MongoDB
11 113 (11.78%) Sqoop
12 107 (11.16%) MySQL
13 106 (11.05%) Relational Database
14 87 (9.07%) Power BI
15 79 (8.24%) Data Lake
16 69 (7.19%) Flink
17 65 (6.78%) SQL Server Integration Services
18 61 (6.36%) QlikView
19 58 (6.05%) Spotfire
20 52 (5.42%) PostgreSQL
Development Applications
1 166 (17.31%) Git (software)
2 100 (10.43%) Jenkins
3 63 (6.57%) JIRA
4 56 (5.84%) Atlassian Bamboo
5 54 (5.63%) Selenium
6 49 (5.11%) Bitbucket
7 44 (4.59%) git-flow
8 43 (4.48%) CodeSonar
8 43 (4.48%) Robot Framework
9 39 (4.07%) TeamCity
10 34 (3.55%) JUnit
11 24 (2.50%) EasyMock
12 18 (1.88%) GitLab
12 18 (1.88%) Subversion
13 16 (1.67%) Maven
14 15 (1.56%) Gradle
15 14 (1.46%) Cucumber
16 12 (1.25%) Visual Studio
17 11 (1.15%) CA Release Automation
18 10 (1.04%) Eclipse
General
1 199 (20.75%) Finance
2 92 (9.59%) Retail
3 77 (8.03%) Banking
4 71 (7.40%) Marketing
5 67 (6.99%) Telecoms
6 24 (2.50%) Investment Banking
7 22 (2.29%) Advertising
8 19 (1.98%) Financial Institution
9 17 (1.77%) Games
10 16 (1.67%) Front Office
10 16 (1.67%) Pharmaceutical
11 13 (1.36%) Military
12 11 (1.15%) Law
13 8 (0.83%) Manufacturing
14 4 (0.42%) Automotive
15 3 (0.31%) Electronics
15 3 (0.31%) Retail Banking
16 2 (0.21%) German Language
16 2 (0.21%) Legal
17 1 (0.10%) Publishing
Job Titles
1 299 (31.18%) Data Engineer
2 244 (25.44%) Big Data Engineer
3 209 (21.79%) Developer
4 148 (15.43%) Data Scientist
5 101 (10.53%) Architect
5 101 (10.53%) Big Data Developer
6 87 (9.07%) Software Engineer
7 77 (8.03%) Data Architect
8 76 (7.92%) Hadoop Engineer
9 71 (7.40%) Java Developer
10 64 (6.67%) Hadoop Developer
11 63 (6.57%) Senior Data Engineer
12 60 (6.26%) Senior Data Scientist
13 58 (6.05%) Java Engineer
14 52 (5.42%) Big Data Architect
15 51 (5.32%) Senior Developer
16 44 (4.59%) Java Software Engineer
17 38 (3.96%) C++ Software Engineer
18 33 (3.44%) C# Software Engineer
19 31 (3.23%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 387 (40.35%) Kafka
2 86 (8.97%) .NET
3 81 (8.45%) Node.js
4 74 (7.72%) Java EE
4 74 (7.72%) Web Services
5 73 (7.61%) REST
6 70 (7.30%) TensorFlow
7 63 (6.57%) .NET Framework
7 63 (6.57%) MLlib
8 60 (6.26%) PySpark
8 60 (6.26%) Spring
9 56 (5.84%) LAMP
10 55 (5.74%) SOAP
11 54 (5.63%) Django
12 51 (5.32%) ASP.NET
13 49 (5.11%) RabbitMQ
13 49 (5.11%) Spark Streaming
14 48 (5.01%) Natural Language Processing
15 47 (4.90%) Pandas
15 47 (4.90%) Spring MVC
Miscellaneous
1 152 (15.85%) Computer Science
2 150 (15.64%) Algorithms
3 133 (13.87%) Analytical Skills
4 64 (6.67%) Fintech
5 59 (6.15%) Data Structures
6 41 (4.28%) Greenfield Project
7 28 (2.92%) User Experience
8 26 (2.71%) Social Network
9 24 (2.50%) Self-Motivation
10 23 (2.40%) Life Science
11 21 (2.19%) Virtual Team
12 18 (1.88%) Cyberthreat
13 13 (1.36%) Public Cloud
14 11 (1.15%) Enterprise Software
15 9 (0.94%) Management Information System
16 7 (0.73%) Linux Command Line
16 7 (0.73%) Marketing Technology
17 5 (0.52%) Analytical Mindset
17 5 (0.52%) Digital Media
17 5 (0.52%) Robotics
Operating Systems
1 240 (25.03%) Linux
2 119 (12.41%) Unix
3 66 (6.88%) Windows
4 46 (4.80%) Android
4 46 (4.80%) Apple iOS
5 43 (4.48%) Mac OS X
6 15 (1.56%) Red Hat Enterprise Linux
7 14 (1.46%) CentOS
8 8 (0.83%) VMS
9 7 (0.73%) Ubuntu
10 1 (0.10%) DC/OS
10 1 (0.10%) Mesosphere
10 1 (0.10%) Windows Server
Processes & Methodologies
1 384 (40.04%) Analytics
2 365 (38.06%) Agile Software Development
3 329 (34.31%) Data Science
4 280 (29.20%) ETL
5 263 (27.42%) Machine Learning
6 191 (19.92%) MapReduce
7 185 (19.29%) Data Modelling
8 176 (18.35%) Scrum
9 173 (18.04%) Software Engineering
10 172 (17.94%) Visualisation
11 150 (15.64%) Business Intelligence
12 147 (15.33%) Data Engineering
13 139 (14.49%) Artificial Intelligence
13 139 (14.49%) DevOps
14 125 (13.03%) Data Analytics
15 120 (12.51%) Test Automation
16 106 (11.05%) Mathematics
17 101 (10.53%) Data Visualisation
18 98 (10.22%) Continuous Integration
19 96 (10.01%) Statistics
Programming Languages
1 635 (66.21%) Python
2 495 (51.62%) Java
3 427 (44.53%) SQL
4 345 (35.97%) Scala
5 210 (21.90%) R
6 139 (14.49%) C++
7 134 (13.97%) C#
8 117 (12.20%) JavaScript
9 90 (9.38%) Bash Shell
10 87 (9.07%) C
11 60 (6.26%) PHP
12 46 (4.80%) PowerShell
13 45 (4.69%) Shell Script
14 43 (4.48%) Objective-C
15 39 (4.07%) Go
16 36 (3.75%) T-SQL
17 29 (3.02%) Ruby
18 27 (2.82%) Perl
19 26 (2.71%) MATLAB
20 25 (2.61%) PL/SQL
Qualifications
1 148 (15.43%) Degree
2 93 (9.70%) Security Cleared
3 81 (8.45%) DV Cleared
4 48 (5.01%) PhD
5 46 (4.80%) Microsoft Certification
6 45 (4.69%) CCNA
6 45 (4.69%) Cisco Certification
6 45 (4.69%) CISSP
6 45 (4.69%) GIAC
6 45 (4.69%) Linux+ Certification
6 45 (4.69%) MCSE
6 45 (4.69%) Network+ Certification
6 45 (4.69%) SANS
6 45 (4.69%) SSCP
7 43 (4.48%) CompTIA Security+
8 27 (2.82%) Computer Science Degree
9 23 (2.40%) Master's Degree
10 18 (1.88%) Numerate Degree
11 13 (1.36%) SC Cleared
12 5 (0.52%) ISEB
Quality Assurance & Compliance
1 31 (3.23%) Data Quality
2 30 (3.13%) QA
3 5 (0.52%) SLA
4 4 (0.42%) GDPR
5 3 (0.31%) MiFID
5 3 (0.31%) Solvency II
6 1 (0.10%) ISO/IEC 27001
6 1 (0.10%) PMO
System Software
1 265 (27.63%) HDFS
2 152 (15.85%) Apache Flume
3 111 (11.57%) Docker
4 43 (4.48%) vSphere
5 35 (3.65%) Apache ZooKeeper
6 27 (2.82%) Virtual Machines
7 11 (1.15%) Active Directory
8 6 (0.63%) VMware Infrastructure
9 5 (0.52%) Hyper-V
10 3 (0.31%) Oracle RAC
Systems Management
1 173 (18.04%) Oozie
2 138 (14.39%) Hadoop YARN
3 99 (10.32%) Puppet
4 53 (5.53%) Kibana
5 46 (4.80%) Kubernetes
6 44 (4.59%) Salt
7 33 (3.44%) Prometheus
8 28 (2.92%) Ansible
8 28 (2.92%) Grafana
9 27 (2.82%) logstash
10 22 (2.29%) Terraform
11 21 (2.19%) Mesos
11 21 (2.19%) Opscode Chef
12 20 (2.09%) Ambari
13 6 (0.63%) Xymon
13 6 (0.63%) ZABBIX
14 5 (0.52%) Sysdig
15 4 (0.42%) Rundeck
16 3 (0.31%) Data Guard
16 3 (0.31%) ITRS Geneos
Vendors
1 194 (20.23%) Cloudera
2 172 (17.94%) Hortonworks
3 165 (17.21%) Tableau
4 116 (12.10%) Microsoft
5 100 (10.43%) Oracle
6 99 (10.32%) Google
7 74 (7.72%) MapR
8 68 (7.09%) SAP
9 64 (6.67%) Talend
10 59 (6.15%) Informatica
11 38 (3.96%) Databricks
12 34 (3.55%) IBM
13 26 (2.71%) Vertica
14 23 (2.40%) TIBCO
15 21 (2.19%) Teradata
16 20 (2.09%) Greenplum
16 20 (2.09%) HP
17 18 (1.88%) Salesforce.com
17 18 (1.88%) WorldPay
18 16 (1.67%) Atlassian