Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 469 609 573
Rank change year-on-year +140 -36 +36
Permanent jobs citing Apache Hive 967 726 826
As % of all permanent IT jobs advertised in the UK 0.61% 0.40% 0.45%
As % of the Database & Business Intelligence category 2.11% 1.33% 1.49%
Number of salaries quoted 654 561 636
UK median annual salary £72,500 £67,500 £61,250
Median salary % change year-on-year +7.41% +10.20% -5.77%
10th Percentile £42,875 £38,750 £37,500
90th Percentile £100,000 £102,500 £96,250
UK excluding London median annual salary £62,138 £50,000 £50,000
% change year-on-year +24.28% - -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 45,807 54,519 55,256
As % of all permanent IT jobs advertised in the UK 28.76% 30.35% 29.78%
Number of salaries quoted 37,577 44,926 47,237
UK median annual salary £50,165 £47,500 £47,500
Median salary % change year-on-year +5.61% - +5.56%
10th Percentile £31,250 £30,000 £29,200
90th Percentile £85,000 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 14 December 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 14 December 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 +146 936 £72,500 +3.57% 114
London +99 594 £80,000 +10.34% 70
UK excluding London +156 366 £62,138 +24.28% 49
South East +77 139 £65,000 +18.18% 15
North of England +51 63 £66,604 +48.01% 15
South West +41 61 £53,750 +7.50% 3
East of England +48 50 £70,000 +27.27% 3
North West +28 41 £70,000 +55.56% 9
Midlands +49 26 £60,000 +41.18% 8
Scotland +2 25 £55,000 +22.22% 4
East Midlands +43 20 £75,000 +81.82% 2
Yorkshire +20 15 £66,604 +56.71% 6
North East - 7 £57,522 -
West Midlands +39 6 £42,500 - 6
Wales +4 2 £46,250 +32.14%

For the 6 months to 14 December 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.

1 873 (90.28%) Hadoop
2 799 (82.63%) Big Data
3 764 (79.01%) Apache Spark
4 689 (71.25%) Python
5 528 (54.60%) Java
6 442 (45.71%) SQL
6 442 (45.71%) Kafka
7 407 (42.09%) Agile Software Development
8 399 (41.26%) Scala
9 398 (41.16%) Analytics
10 359 (37.13%) Data Science
11 347 (35.88%) HBase
12 341 (35.26%) Amazon AWS
13 310 (32.06%) NoSQL
14 294 (30.40%) Machine Learning
15 276 (28.54%) Apache Cassandra
16 262 (27.09%) ETL
17 255 (26.37%) Impala
18 239 (24.72%) Linux
19 227 (23.47%) Apache Pig
20 225 (23.27%) Finance
21 223 (23.06%) HDFS
22 220 (22.75%) R
23 215 (22.23%) Oozie
24 211 (21.82%) Cloudera
25 206 (21.30%) Software Engineering
26 201 (20.79%) Hortonworks
27 199 (20.58%) Data Modelling
28 195 (20.17%) Microsoft Azure
29 194 (20.06%) MapReduce

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
1 764 (79.01%) Apache Spark
2 227 (23.47%) Apache Pig
3 187 (19.34%) Apache
4 140 (14.48%) Elasticsearch
5 89 (9.20%) SAS
6 68 (7.03%) Apache Solr
7 18 (1.86%) Tomcat
8 11 (1.14%) WebSphere
9 10 (1.03%) Apache Geronimo
9 10 (1.03%) GlassFish
9 10 (1.03%) JBoss
10 5 (0.52%) Apache Airflow
11 4 (0.41%) Confluence
11 4 (0.41%) WildFly
12 3 (0.31%) Jupyter
12 3 (0.31%) OpenStack
12 3 (0.31%) Oracle Workflow
13 2 (0.21%) Cloud Foundry
13 2 (0.21%) GemFire
13 2 (0.21%) Luigi
Applications
1 11 (1.14%) Weka
2 10 (1.03%) Microsoft Excel
2 10 (1.03%) SPSS
3 4 (0.41%) GNU Octave
4 3 (0.31%) Chatbot
4 3 (0.31%) Microsoft Office
5 1 (0.10%) CPLEX
5 1 (0.10%) Microsoft PowerPoint
5 1 (0.10%) MS Visio
5 1 (0.10%) S-PLUS
5 1 (0.10%) Stata
Business Applications
1 10 (1.03%) Dynamics CRM
2 9 (0.93%) Dynamics AX
2 9 (0.93%) Dynamics NAV
3 2 (0.21%) NetSuite
3 2 (0.21%) SAP ERP
3 2 (0.21%) SAP InfiniteInsight
Cloud Services
1 341 (35.26%) Amazon AWS
2 195 (20.17%) Microsoft Azure
3 79 (8.17%) Google Cloud Platform
4 76 (7.86%) Amazon EMR
5 49 (5.07%) AWS Lambda
6 42 (4.34%) Serverless
7 38 (3.93%) Amazon S3
8 31 (3.21%) Amazon EC2
8 31 (3.21%) GitHub
9 28 (2.90%) Google Analytics
10 25 (2.59%) Amazon Kinesis
11 12 (1.24%) AWS Data Pipeline
12 11 (1.14%) Azure Data Factory
12 11 (1.14%) Cloud Computing
12 11 (1.14%) SaaS
13 10 (1.03%) Cortana Intelligence Suite
13 10 (1.03%) PaaS
14 7 (0.72%) Amazon ELB
14 7 (0.72%) Amazon SageMaker
15 6 (0.62%) Amazon ElastiCache
Communications & Networking
1 41 (4.24%) Firewall
2 39 (4.03%) SSL
3 38 (3.93%) TCP/IP
4 35 (3.62%) HTTP
5 20 (2.07%) Kerberos
6 12 (1.24%) Internet
7 7 (0.72%) DNS
8 4 (0.41%) VPN
9 3 (0.31%) SSH
9 3 (0.31%) VLAN
10 1 (0.10%) Network Security
10 1 (0.10%) WAN
Database & Business Intelligence
1 873 (90.28%) Hadoop
2 799 (82.63%) Big Data
3 347 (35.88%) HBase
4 310 (32.06%) NoSQL
5 276 (28.54%) Apache Cassandra
6 255 (26.37%) Impala
7 155 (16.03%) Data Warehouse
8 144 (14.89%) Amazon Redshift
9 137 (14.17%) MongoDB
10 123 (12.72%) SQL Server
11 113 (11.69%) MySQL
12 101 (10.44%) Power BI
13 96 (9.93%) Relational Database
14 91 (9.41%) Sqoop
15 85 (8.79%) Flink
16 82 (8.48%) Data Lake
17 72 (7.45%) QlikView
18 69 (7.14%) CouchDB
19 67 (6.93%) Text Mining
20 64 (6.62%) Data Mining
Development Applications
1 139 (14.37%) Git (software)
2 75 (7.76%) Jenkins
3 46 (4.76%) Atlassian Bamboo
4 45 (4.65%) JIRA
4 45 (4.65%) Selenium
5 38 (3.93%) Bitbucket
6 35 (3.62%) EasyMock
7 30 (3.10%) CodeSonar
7 30 (3.10%) git-flow
7 30 (3.10%) JUnit
7 30 (3.10%) Robot Framework
8 23 (2.38%) TeamCity
9 22 (2.28%) Maven
10 21 (2.17%) Gradle
11 19 (1.96%) GitLab
12 18 (1.86%) Cucumber
13 17 (1.76%) Subversion
14 12 (1.24%) Ant
15 10 (1.03%) Eclipse
15 10 (1.03%) ERwin
General
1 225 (23.27%) Finance
2 107 (11.07%) Retail
3 102 (10.55%) Telecoms
4 92 (9.51%) Banking
5 53 (5.48%) Marketing
6 33 (3.41%) Law
7 30 (3.10%) Military
8 29 (3.00%) Investment Banking
9 23 (2.38%) Games
10 16 (1.65%) Advertising
10 16 (1.65%) Pharmaceutical
11 11 (1.14%) Financial Institution
12 10 (1.03%) Manufacturing
13 5 (0.52%) Front Office
14 4 (0.41%) Retail Banking
15 3 (0.31%) Electronics
16 2 (0.21%) French Language
16 2 (0.21%) German Language
16 2 (0.21%) Legal
17 1 (0.10%) Prime Brokerage
Job Titles
1 334 (34.54%) Data Engineer
2 251 (25.96%) Big Data Engineer
3 183 (18.92%) Developer
4 164 (16.96%) Data Scientist
5 87 (9.00%) Big Data Developer
6 83 (8.58%) Architect
7 77 (7.96%) Hadoop Engineer
8 72 (7.45%) Software Engineer
9 65 (6.72%) Senior Data Scientist
10 63 (6.51%) Java Developer
10 63 (6.51%) Senior Data Engineer
11 62 (6.41%) Data Architect
12 50 (5.17%) Hadoop Developer
13 48 (4.96%) Big Data Architect
14 47 (4.86%) Senior Developer
15 43 (4.45%) Java Engineer
16 37 (3.83%) Python Engineer
17 32 (3.31%) Java Software Engineer
18 30 (3.10%) Senior Big Data Developer
19 25 (2.59%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 442 (45.71%) Kafka
2 76 (7.86%) .NET
3 68 (7.03%) Web Services
4 67 (6.93%) Node.js
4 67 (6.93%) Spring
5 66 (6.83%) Spark Streaming
6 62 (6.41%) REST
7 59 (6.10%) PySpark
8 57 (5.89%) Java EE
9 55 (5.69%) TensorFlow
10 54 (5.58%) D3.js
10 54 (5.58%) Hibernate
11 49 (5.07%) SOAP
12 48 (4.96%) Natural Language Processing
13 45 (4.65%) HTML
13 45 (4.65%) LAMP
14 44 (4.55%) .NET Framework
15 42 (4.34%) ggplot
16 41 (4.24%) MLlib
17 40 (4.14%) Spring MVC
Miscellaneous
1 168 (17.37%) Algorithms
2 117 (12.10%) Analytical Skills
3 63 (6.51%) Data Structures
4 55 (5.69%) Fintech
5 42 (4.34%) Social Network
6 38 (3.93%) Greenfield Project
7 24 (2.48%) Life Science
7 24 (2.48%) Self-Motivation
8 22 (2.28%) Virtual Team
9 14 (1.45%) Public Cloud
10 13 (1.34%) Management Information System
10 13 (1.34%) User Experience
11 11 (1.14%) Enterprise Software
12 8 (0.83%) Pricing Data
13 7 (0.72%) Linux Command Line
14 6 (0.62%) Cyberthreat
14 6 (0.62%) Marketing Technology
14 6 (0.62%) Robotics
15 5 (0.52%) Digital Media
15 5 (0.52%) Social Media
Operating Systems
1 239 (24.72%) Linux
2 137 (14.17%) Unix
3 51 (5.27%) Windows
4 34 (3.52%) Android
4 34 (3.52%) Apple iOS
5 30 (3.10%) Mac OS X
6 14 (1.45%) Red Hat Enterprise Linux
7 11 (1.14%) CentOS
8 6 (0.62%) VMS
9 5 (0.52%) Ubuntu
10 1 (0.10%) DC/OS
10 1 (0.10%) Windows Server
Processes & Methodologies
1 407 (42.09%) Agile Software Development
2 398 (41.16%) Analytics
3 359 (37.13%) Data Science
4 294 (30.40%) Machine Learning
5 262 (27.09%) ETL
6 206 (21.30%) Software Engineering
7 199 (20.58%) Data Modelling
8 194 (20.06%) MapReduce
9 184 (19.03%) Visualisation
10 180 (18.61%) Artificial Intelligence
11 177 (18.30%) Scrum
12 168 (17.37%) Data Engineering
13 163 (16.86%) Business Intelligence
14 156 (16.13%) DevOps
15 142 (14.68%) Computer Science
16 140 (14.48%) Mathematics
17 139 (14.37%) Statistics
18 126 (13.03%) Data Analytics
19 124 (12.82%) Data Visualisation
20 108 (11.17%) Test Automation
Programming Languages
1 689 (71.25%) Python
2 528 (54.60%) Java
3 442 (45.71%) SQL
4 399 (41.26%) Scala
5 220 (22.75%) R
6 144 (14.89%) C++
7 122 (12.62%) C#
8 97 (10.03%) JavaScript
9 68 (7.03%) Bash Shell
10 64 (6.62%) C
11 51 (5.27%) PHP
12 44 (4.55%) Shell Script
13 34 (3.52%) PowerShell
14 33 (3.41%) Ruby
15 32 (3.31%) T-SQL
16 30 (3.10%) Objective-C
17 24 (2.48%) PL/SQL
18 22 (2.28%) Delphi
19 19 (1.96%) Go
19 19 (1.96%) Perl
Qualifications
1 168 (17.37%) Degree
2 77 (7.96%) Security Cleared
3 62 (6.41%) DV Cleared
4 37 (3.83%) PhD
5 31 (3.21%) Computer Science Degree
6 30 (3.10%) CCNA
6 30 (3.10%) Cisco Certification
6 30 (3.10%) CISSP
6 30 (3.10%) CompTIA Security+
6 30 (3.10%) GIAC
6 30 (3.10%) Linux+ Certification
6 30 (3.10%) MCSE
6 30 (3.10%) Microsoft Certification
6 30 (3.10%) Network+ Certification
6 30 (3.10%) SANS
6 30 (3.10%) SSCP
7 26 (2.69%) Master's Degree
8 16 (1.65%) SC Cleared
9 9 (0.93%) Numerate Degree
10 4 (0.41%) AWS Certification
Quality Assurance & Compliance
1 47 (4.86%) Data Quality
2 25 (2.59%) QA
3 11 (1.14%) MiFID
4 8 (0.83%) GDPR
5 3 (0.31%) SLA
5 3 (0.31%) Solvency II
6 2 (0.21%) PCI DSS
7 1 (0.10%) EMIR
7 1 (0.10%) ISO/IEC 27001
7 1 (0.10%) PMO
System Software
1 223 (23.06%) HDFS
2 150 (15.51%) Apache Flume
3 101 (10.44%) Docker
4 50 (5.17%) Apache ZooKeeper
5 30 (3.10%) vSphere
6 17 (1.76%) Virtual Machines
7 10 (1.03%) Active Directory
8 2 (0.21%) VMware Infrastructure
9 1 (0.10%) Hyper-V
Systems Management
1 215 (22.23%) Oozie
2 169 (17.48%) Hadoop YARN
3 72 (7.45%) Puppet
4 49 (5.07%) Kubernetes
5 47 (4.86%) Kibana
6 34 (3.52%) Prometheus
7 31 (3.21%) Salt
8 30 (3.10%) logstash
9 29 (3.00%) Ambari
10 28 (2.90%) Ansible
11 26 (2.69%) Grafana
12 18 (1.86%) Opscode Chef
13 17 (1.76%) Mesos
13 17 (1.76%) Terraform
14 5 (0.52%) Sysdig
15 4 (0.41%) Rundeck
15 4 (0.41%) Xymon
15 4 (0.41%) ZABBIX
16 3 (0.31%) ITRS Geneos
16 3 (0.31%) Marathon
Vendors
1 211 (21.82%) Cloudera
2 201 (20.79%) Hortonworks
3 187 (19.34%) Tableau
4 112 (11.58%) Oracle
5 104 (10.75%) Microsoft
6 102 (10.55%) Google
7 96 (9.93%) MapR
8 78 (8.07%) SAP
9 66 (6.83%) Databricks
10 51 (5.27%) Informatica
11 49 (5.07%) Talend
12 40 (4.14%) IBM
13 30 (3.10%) Teradata
14 26 (2.69%) TIBCO
15 23 (2.38%) Alteryx
16 20 (2.07%) Vertica
17 18 (1.86%) WorldPay
18 17 (1.76%) HP
19 16 (1.65%) Ab Initio
19 16 (1.65%) Red Hat