Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hive
UK > England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 600 584 580
Rank change year-on-year -16 -4 +254
Permanent jobs citing Apache Hive 674 759 925
As % of all permanent IT jobs advertised in England 0.40% 0.43% 0.45%
As % of the Database & Business Intelligence category 1.32% 1.44% 1.42%
Number of salaries quoted 512 589 783
England median annual salary £67,500 £65,000 £66,000
Median salary % change year-on-year +3.85% -1.52% +1.54%
10th Percentile £40,125 £40,000 £43,750
90th Percentile £105,000 £96,250 £90,500
UK median annual salary £67,500 £60,000 £66,000
% change year-on-year +12.50% -9.09% +1.54%

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 50907 52874 65019
As % of all permanent IT jobs advertised in England 30.16% 29.61% 31.60%
Number of salaries quoted 42290 45640 55287
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 24 November 2017.

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 24 November 2017. 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 +14 466 £70,000 -6.67% 54
South East +51 87 £55,000 -2.22% 4
North of England +13 44 £45,000 -6.25% 9
North West -12 37 £45,000 -21.05% 3
South West -66 34 £50,000 - 2
East of England +19 29 £45,000 -25.00%
Midlands +18 14 £42,500 -2.30%
West Midlands +6 10 £42,500 -5.56%
Yorkshire +21 7 £42,500 -11.46% 6
East Midlands +27 4 £41,250 -5.17%
Apache Hive
UK

For the 6 months to 24 November 2017, IT jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Apache Hive.

1 594 (88.13%) Hadoop
2 523 (77.60%) Big Data
3 521 (77.30%) Apache Spark
4 379 (56.23%) Python
5 342 (50.74%) Java
6 306 (45.40%) Analytics
7 266 (39.47%) SQL
8 250 (37.09%) Agile Software Development
9 212 (31.45%) Scala
10 195 (28.93%) HBase
11 179 (26.56%) NoSQL
12 171 (25.37%) Kafka
13 169 (25.07%) Apache Pig
14 162 (24.04%) Machine Learning
14 162 (24.04%) MapReduce
15 161 (23.89%) Amazon AWS
16 158 (23.44%) Linux
17 152 (22.55%) Finance
18 149 (22.11%) MongoDB
19 148 (21.96%) Degree
20 137 (20.33%) Business Intelligence
21 136 (20.18%) R
22 134 (19.88%) Impala
23 128 (18.99%) HDFS
24 127 (18.84%) Apache Cassandra
25 123 (18.25%) Visualisation
26 121 (17.95%) Data Analytics
27 120 (17.80%) Computer Science
28 119 (17.66%) Software Engineering
29 116 (17.21%) ETL

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
1 521 (77.30%) Apache Spark
2 169 (25.07%) Apache Pig
3 94 (13.95%) SAS
4 92 (13.65%) Apache
5 74 (10.98%) Elasticsearch
6 43 (6.38%) Apache Solr
7 20 (2.97%) Apache Airflow
8 15 (2.23%) OpenStack
9 12 (1.78%) WebSphere
10 7 (1.04%) IPython
11 4 (0.59%) Oracle Coherence
12 3 (0.45%) JBoss
12 3 (0.45%) Jupyter
12 3 (0.45%) Oracle SOA Suite
12 3 (0.45%) WebLogic
13 2 (0.30%) Cloud Foundry
13 2 (0.30%) GemFire
14 1 (0.15%) Confluence
14 1 (0.15%) Tomcat
Applications
1 42 (6.23%) Microsoft Excel
2 39 (5.79%) SPSS
3 6 (0.89%) Spreadsheet
4 4 (0.59%) Mathematica
4 4 (0.59%) Stata
5 3 (0.45%) S-PLUS
5 3 (0.45%) Weka
6 2 (0.30%) GNU Octave
6 2 (0.30%) Microsoft PowerPoint
7 1 (0.15%) LaTeX
7 1 (0.15%) Microsoft Office
Business Applications
1 15 (2.23%) SAP ERP
1 15 (2.23%) SAP InfiniteInsight
2 2 (0.30%) Dynamics CRM
3 1 (0.15%) Oracle AML
Cloud Services
1 161 (23.89%) Amazon AWS
2 90 (13.35%) Microsoft Azure
3 47 (6.97%) Google Cloud Platform
4 37 (5.49%) Amazon EMR
5 29 (4.30%) Cloud Computing
6 19 (2.82%) Amazon Kinesis
7 14 (2.08%) GitHub
8 12 (1.78%) Amazon EC2
8 12 (1.78%) AWS Lambda
9 11 (1.63%) Amazon S3
10 9 (1.34%) SaaS
10 9 (1.34%) Serverless
11 5 (0.74%) Azure Machine Learning
12 4 (0.59%) PaaS
13 3 (0.45%) AWS CloudFormation
13 3 (0.45%) AWS Elastic Beanstalk
13 3 (0.45%) Basecamp
13 3 (0.45%) Cortana Intelligence Suite
13 3 (0.45%) Trello
13 3 (0.45%) Virtual Private Cloud
Communications & Networking
1 11 (1.63%) Internet
2 10 (1.48%) HTTP
2 10 (1.48%) TCP/IP
3 9 (1.34%) Firewall
3 9 (1.34%) Kerberos
4 8 (1.19%) SSL
5 5 (0.74%) LDAP
6 2 (0.30%) Broadband
7 1 (0.15%) Network Security
Database & Business Intelligence
1 594 (88.13%) Hadoop
2 523 (77.60%) Big Data
3 195 (28.93%) HBase
4 179 (26.56%) NoSQL
5 149 (22.11%) MongoDB
6 134 (19.88%) Impala
7 127 (18.84%) Apache Cassandra
8 111 (16.47%) Relational Database
9 82 (12.17%) Sqoop
10 74 (10.98%) SQL Server
11 73 (10.83%) Data Warehouse
12 66 (9.79%) MySQL
13 62 (9.20%) RDBMS
14 61 (9.05%) QlikView
15 47 (6.97%) Data Mining
16 34 (5.04%) Power BI
17 28 (4.15%) Amazon Redshift
17 28 (4.15%) Flink
18 25 (3.71%) Spotfire
19 24 (3.56%) Redis
Development Applications
1 40 (5.93%) Git (software)
2 37 (5.49%) Jenkins
3 24 (3.56%) JIRA
4 16 (2.37%) Talend Open Studio
5 15 (2.23%) Vagrant
6 14 (2.08%) Selenium
7 12 (1.78%) Maven
8 11 (1.63%) gulp
8 11 (1.63%) webpack
9 8 (1.19%) Atlassian Bamboo
9 8 (1.19%) Bitbucket
10 7 (1.04%) CodeSonar
10 7 (1.04%) git-flow
10 7 (1.04%) Robot Framework
11 5 (0.74%) Eclipse
11 5 (0.74%) JUnit
12 4 (0.59%) Artifactory
12 4 (0.59%) Cucumber
12 4 (0.59%) IntelliJ
12 4 (0.59%) NUnit
General
1 152 (22.55%) Finance
2 82 (12.17%) Retail
3 49 (7.27%) Banking
4 37 (5.49%) Marketing
5 35 (5.19%) Games
6 28 (4.15%) Telecoms
7 14 (2.08%) Front Office
8 10 (1.48%) Advertising
8 10 (1.48%) Electronics
8 10 (1.48%) Spanish Language
9 9 (1.34%) Legal
10 7 (1.04%) Investment Banking
10 7 (1.04%) Pharmaceutical
11 6 (0.89%) Manufacturing
12 4 (0.59%) Dutch Language
12 4 (0.59%) French Language
12 4 (0.59%) German Language
12 4 (0.59%) Italian Language
12 4 (0.59%) Law
13 3 (0.45%) Automotive
Job Titles
1 149 (22.11%) Data Engineer
2 148 (21.96%) Developer
3 104 (15.43%) Big Data Engineer
4 80 (11.87%) Data Scientist
5 77 (11.42%) Architect
6 67 (9.94%) Software Engineer
7 60 (8.90%) Data Architect
8 49 (7.27%) Big Data Developer
9 48 (7.12%) Big Data Architect
10 43 (6.38%) Data Manager
11 42 (6.23%) Consultant
11 42 (6.23%) Hadoop Engineer
12 30 (4.45%) Analytics Consultant
13 29 (4.30%) Data Consultant
13 29 (4.30%) Java Developer
14 28 (4.15%) Senior Data Engineer
15 26 (3.86%) Senior Developer
16 25 (3.71%) Analytics Manager
16 25 (3.71%) Java Engineer
17 24 (3.56%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 171 (25.37%) Kafka
2 78 (11.57%) Web Services
3 45 (6.68%) Java EE
3 45 (6.68%) REST
3 45 (6.68%) Spring
4 44 (6.53%) Node.js
5 38 (5.64%) HTML
6 37 (5.49%) JSON
7 36 (5.34%) CSS
8 31 (4.60%) AngularJS
8 31 (4.60%) XML
9 30 (4.45%) RabbitMQ
10 29 (4.30%) Natural Language Processing
10 29 (4.30%) TensorFlow
11 27 (4.01%) RESTful
12 26 (3.86%) Pandas
12 26 (3.86%) Spark Streaming
13 25 (3.71%) LAMP
14 24 (3.56%) Hibernate
14 24 (3.56%) NumPy
Miscellaneous
1 120 (17.80%) Computer Science
2 115 (17.06%) Analytical Skills
3 61 (9.05%) Algorithms
4 41 (6.08%) Greenfield Project
5 28 (4.15%) Fintech
6 26 (3.86%) Data Structures
7 20 (2.97%) PKI
8 18 (2.67%) Foreign Exchange (FX)
9 11 (1.63%) Derivative
9 11 (1.63%) Fixed Income
10 10 (1.48%) Clustering
10 10 (1.48%) Interest Rate Derivative
11 9 (1.34%) Public Cloud
11 9 (1.34%) Virtual Team
12 8 (1.19%) Hybrid Cloud
12 8 (1.19%) N-Tier
13 7 (1.04%) Internet of Things
14 6 (0.89%) Blog
14 6 (0.89%) Linux Command Line
14 6 (0.89%) Management Information System
Operating Systems
1 158 (23.44%) Linux
2 36 (5.34%) Unix
3 31 (4.60%) Windows
4 12 (1.78%) Android
5 11 (1.63%) Apple iOS
5 11 (1.63%) Mac OS X
6 4 (0.59%) openSUSE
6 4 (0.59%) Red Hat Enterprise Linux
6 4 (0.59%) SUSE
6 4 (0.59%) Ubuntu
7 2 (0.30%) Mesosphere
Processes & Methodologies
1 306 (45.40%) Analytics
2 250 (37.09%) Agile Software Development
3 162 (24.04%) Machine Learning
3 162 (24.04%) MapReduce
4 137 (20.33%) Business Intelligence
5 123 (18.25%) Visualisation
6 121 (17.95%) Data Analytics
7 119 (17.66%) Software Engineering
8 116 (17.21%) ETL
9 93 (13.80%) Statistics
10 92 (13.65%) DevOps
11 89 (13.20%) Data Modelling
12 84 (12.46%) Mathematics
13 83 (12.31%) Data Visualisation
14 72 (10.68%) TDD
15 61 (9.05%) Open Source
15 61 (9.05%) Scrum
16 54 (8.01%) Continuous Integration
17 45 (6.68%) Data Architecture
18 43 (6.38%) BDD
Programming Languages
1 379 (56.23%) Python
2 342 (50.74%) Java
3 266 (39.47%) SQL
4 212 (31.45%) Scala
5 136 (20.18%) R
6 74 (10.98%) JavaScript
7 70 (10.39%) C++
8 57 (8.46%) C#
9 51 (7.57%) C
10 37 (5.49%) MATLAB
11 30 (4.45%) Shell Script
11 30 (4.45%) VBA
12 29 (4.30%) Ruby
13 27 (4.01%) Perl
14 23 (3.41%) Bash Shell
15 19 (2.82%) PHP
16 17 (2.52%) Go
17 15 (2.23%) VB
18 11 (1.63%) ES6
19 10 (1.48%) T-SQL
Qualifications
1 148 (21.96%) Degree
2 48 (7.12%) Security Cleared
3 42 (6.23%) DV Cleared
4 37 (5.49%) PhD
5 32 (4.75%) Computer Science Degree
5 32 (4.75%) Numerate Degree
6 27 (4.01%) Master's Degree
7 11 (1.63%) SC Cleared
8 8 (1.19%) Microsoft Certification
9 7 (1.04%) CCNA
9 7 (1.04%) Cisco Certification
9 7 (1.04%) CISSP
9 7 (1.04%) GIAC
9 7 (1.04%) Linux+ Certification
9 7 (1.04%) MCSE
9 7 (1.04%) Network+ Certification
9 7 (1.04%) SANS
9 7 (1.04%) SSCP
10 6 (0.89%) CompTIA Security+
10 6 (0.89%) Security+ Certification
Quality Assurance & Compliance
1 44 (6.53%) Data Quality
2 22 (3.26%) QA
3 5 (0.74%) GCP
4 3 (0.45%) Actionable Recommendations
5 2 (0.30%) SLA
6 1 (0.15%) GDPR
6 1 (0.15%) Solvency II
System Software
1 128 (18.99%) HDFS
2 110 (16.32%) Apache Flume
3 73 (10.83%) Docker
4 13 (1.93%) Apache ZooKeeper
5 12 (1.78%) VMware Infrastructure
6 11 (1.63%) Hyper-V
7 7 (1.04%) vSphere
8 4 (0.59%) Virtual Machines
9 2 (0.30%) MapR-FS
10 1 (0.15%) Cronacle
Systems Management
1 75 (11.13%) Oozie
2 44 (6.53%) Hadoop YARN
3 25 (3.71%) Puppet
4 22 (3.26%) Kubernetes
4 22 (3.26%) Opscode Chef
5 20 (2.97%) Mesos
6 19 (2.82%) Ansible
6 19 (2.82%) Terraform
7 12 (1.78%) Kibana
8 9 (1.34%) Salt
9 6 (0.89%) Ambari
10 5 (0.74%) Graphite
11 4 (0.59%) Grafana
11 4 (0.59%) Nagios
12 2 (0.30%) Docker Swarm
12 2 (0.30%) QRadar
12 2 (0.30%) yum
13 1 (0.15%) Consul
13 1 (0.15%) Control-M
13 1 (0.15%) Systems Management Server (SMS)
Vendors
1 106 (15.73%) Oracle
1 106 (15.73%) Tableau
2 103 (15.28%) Cloudera
3 56 (8.31%) Google
4 54 (8.01%) Hortonworks
5 46 (6.82%) SAP
6 41 (6.08%) Microsoft
7 35 (5.19%) MapR
8 28 (4.15%) Teradata
9 20 (2.97%) Cognos
9 20 (2.97%) IBM
9 20 (2.97%) Splunk
10 18 (2.67%) Vertica
11 16 (2.37%) Informatica
11 16 (2.37%) Talend
12 13 (1.93%) Atlassian
13 12 (1.78%) VMware
14 8 (1.19%) Alteryx
15 7 (1.04%) Ab Initio
15 7 (1.04%) MicroStrategy