Period
to 22 August 2017

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

Apache Hive
UK
6 months to
22 Aug 2017
Same period 2016 Same period 2015
Rank 586 569 633
Rank change year-on-year -17 +64 +157
Permanent jobs citing Apache Hive 743 887 841
As % of all permanent IT jobs advertised in the UK 0.42% 0.45% 0.39%
As % of the Database & Business Intelligence category 1.37% 1.50% 1.21%
Number of salaries quoted 547 679 688
UK median annual salary £65,000 £65,000 £63,149
Median salary % change year-on-year - +2.93% -2.85%
10th Percentile £41,250 £40,000 £38,675
90th Percentile £101,750 £99,000 £90,500
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -11.50%

Apache Hive is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 54097 59129 69289
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.01% 31.77%
Number of salaries quoted 44898 50490 58447
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 August 2017.

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 August 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
England -5 704 £65,000 -3.70% 48
London -36 438 £70,000 -6.67% 36
UK excluding London +12 296 £55,000 - 15
South East +92 119 £61,250 +5.60% 6
North of England +21 71 £55,000 +4.76% 2
North West +26 61 £55,000 -8.33% 1
East of England +12 37 £42,500 -29.17% 1
South West -59 31 £50,000 -
Scotland -8 19 £65,750 +25.24% 2
Wales +8 11 £35,000 -22.22%
Yorkshire +3 9 £42,500 -19.05% 1
Midlands +4 8 £60,000 +4.35% 3
West Midlands -3 6 £60,000 +4.35% 3
East Midlands +19 2 £38,750 -
North East - 1 - -

For the 6 months to 22 August 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 with a requirement for Apache Hive.

1 640 (86.14%) Hadoop
2 617 (83.04%) Big Data
3 538 (72.41%) Apache Spark
4 367 (49.39%) Java
4 367 (49.39%) Python
5 348 (46.84%) SQL
6 332 (44.68%) Analytics
7 284 (38.22%) Agile Software Development
8 243 (32.71%) NoSQL
9 217 (29.21%) HBase
10 194 (26.11%) MapReduce
11 193 (25.98%) Scala
12 192 (25.84%) Apache Pig
13 189 (25.44%) Kafka
14 185 (24.90%) Machine Learning
15 167 (22.48%) Degree
15 167 (22.48%) Business Intelligence
16 165 (22.21%) Amazon AWS
17 162 (21.80%) ETL
18 161 (21.67%) Analytical Skills
19 159 (21.40%) Finance
20 158 (21.27%) HDFS
21 151 (20.32%) MongoDB
22 141 (18.98%) Apache Cassandra
23 133 (17.90%) Linux
24 131 (17.63%) R
25 121 (16.29%) Software Engineering
26 120 (16.15%) Impala
27 119 (16.02%) Relational Database
28 116 (15.61%) Visualisation

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
1 538 (72.41%) Apache Spark
2 192 (25.84%) Apache Pig
3 94 (12.65%) SAS
4 76 (10.23%) Apache
5 62 (8.34%) Elasticsearch
6 54 (7.27%) Apache Solr
7 13 (1.75%) WebSphere
8 11 (1.48%) OpenStack
9 9 (1.21%) Tomcat
10 7 (0.94%) Apache Airflow
11 6 (0.81%) JBoss
11 6 (0.81%) Oracle SOA Suite
11 6 (0.81%) WebLogic
12 4 (0.54%) Cloud Foundry
12 4 (0.54%) GemFire
13 3 (0.40%) Tornado
14 2 (0.27%) Apache Geronimo
14 2 (0.27%) Mule
14 2 (0.27%) SharePoint
14 2 (0.27%) SharePoint 2013
Applications
1 41 (5.52%) Microsoft Excel
2 31 (4.17%) SPSS
3 17 (2.29%) Spreadsheet
4 6 (0.81%) Stata
5 5 (0.67%) Microsoft PowerPoint
5 5 (0.67%) S-PLUS
6 4 (0.54%) MS Visio
7 3 (0.40%) SPSS Modeler
7 3 (0.40%) Weka
8 2 (0.27%) Microsoft Office
9 1 (0.13%) Gephi
9 1 (0.13%) GNU Octave
9 1 (0.13%) LaTeX
Business Applications
1 5 (0.67%) SAP InfiniteInsight
2 4 (0.54%) SAP ERP
3 3 (0.40%) Oracle Applications
Cloud Services
1 165 (22.21%) Amazon AWS
2 82 (11.04%) Microsoft Azure
3 58 (7.81%) Google Cloud Platform
4 29 (3.90%) Cloud Computing
5 21 (2.83%) Amazon EMR
6 17 (2.29%) GitHub
7 13 (1.75%) Amazon Kinesis
8 12 (1.62%) SaaS
9 10 (1.35%) AWS Lambda
9 10 (1.35%) PaaS
10 9 (1.21%) Amazon S3
11 7 (0.94%) Amazon EC2
12 6 (0.81%) IaaS
13 5 (0.67%) Azure Data Factory
14 4 (0.54%) Azure Machine Learning
15 3 (0.40%) AWS Elastic Beanstalk
16 2 (0.27%) Bluemix
16 2 (0.27%) Cortana Intelligence Suite
16 2 (0.27%) IBM Cloud
17 1 (0.13%) Google Analytics
Communications & Networking
1 16 (2.15%) Kerberos
2 9 (1.21%) LDAP
3 5 (0.67%) HTTP
3 5 (0.67%) Internet
3 5 (0.67%) SSL
4 2 (0.27%) TCP/IP
5 1 (0.13%) DNS
5 1 (0.13%) Firewall
5 1 (0.13%) FTP
5 1 (0.13%) Intranet
5 1 (0.13%) Network Security
5 1 (0.13%) SMTP
5 1 (0.13%) tcpdump
5 1 (0.13%) Wireshark
Database & Business Intelligence
1 640 (86.14%) Hadoop
2 617 (83.04%) Big Data
3 243 (32.71%) NoSQL
4 217 (29.21%) HBase
5 151 (20.32%) MongoDB
6 141 (18.98%) Apache Cassandra
7 120 (16.15%) Impala
8 119 (16.02%) Relational Database
9 94 (12.65%) SQL Server
10 93 (12.52%) Data Warehouse
11 80 (10.77%) Sqoop
12 66 (8.88%) QlikView
13 62 (8.34%) Data Mining
14 61 (8.21%) MySQL
15 49 (6.59%) RDBMS
16 42 (5.65%) SQL Server Integration Services
17 35 (4.71%) Pentaho
18 34 (4.58%) Amazon Redshift
19 33 (4.44%) Spark SQL
20 31 (4.17%) Qlik Sense
Development Applications
1 43 (5.79%) Jenkins
2 28 (3.77%) Talend Open Studio
3 21 (2.83%) Git (software)
3 21 (2.83%) JUnit
4 16 (2.15%) Hudson
5 15 (2.02%) Mockito
6 13 (1.75%) Vagrant
7 11 (1.48%) Maven
8 10 (1.35%) gulp
9 9 (1.21%) JIRA
9 9 (1.21%) webpack
10 7 (0.94%) Eclipse
11 6 (0.81%) Gradle
12 5 (0.67%) NUnit
12 5 (0.67%) Selenium
13 3 (0.40%) EasyMock
14 2 (0.27%) Ant
14 2 (0.27%) Cucumber
14 2 (0.27%) ERwin
15 1 (0.13%) Visual Studio
General
1 159 (21.40%) Finance
2 60 (8.08%) Games
3 59 (7.94%) Retail
4 46 (6.19%) Banking
5 38 (5.11%) Marketing
6 21 (2.83%) Investment Banking
7 9 (1.21%) Front Office
7 9 (1.21%) Spanish Language
7 9 (1.21%) Telecoms
8 8 (1.08%) Legal
9 4 (0.54%) Advertising
9 4 (0.54%) Dutch Language
9 4 (0.54%) French Language
9 4 (0.54%) German Language
9 4 (0.54%) Italian Language
9 4 (0.54%) Military
10 3 (0.40%) Billing
10 3 (0.40%) Brand Awareness
10 3 (0.40%) Electronics
10 3 (0.40%) Law
Job Titles
1 161 (21.67%) Developer
2 143 (19.25%) Data Engineer
3 99 (13.32%) Data Scientist
4 90 (12.11%) Big Data Engineer
5 89 (11.98%) Architect
6 73 (9.83%) Data Architect
7 64 (8.61%) Software Engineer
8 63 (8.48%) Hadoop Engineer
9 57 (7.67%) Big Data Architect
10 47 (6.33%) Java Developer
11 45 (6.06%) Java Engineer
12 36 (4.85%) Big Data Developer
12 36 (4.85%) Consultant
13 33 (4.44%) Analyst
13 33 (4.44%) Data Manager
14 29 (3.90%) Data Consultant
15 24 (3.23%) Data Analyst
16 23 (3.10%) QlikView Developer
17 21 (2.83%) Business Intelligence Developer
17 21 (2.83%) Java Software Developer
Libraries, Frameworks & Software Standards
1 189 (25.44%) Kafka
2 60 (8.08%) Web Services
3 54 (7.27%) Spring
4 53 (7.13%) XML
5 52 (7.00%) JSON
6 41 (5.52%) REST
7 38 (5.11%) AngularJS
8 33 (4.44%) Java EE
8 33 (4.44%) Spring Boot
9 32 (4.31%) Node.js
10 31 (4.17%) Natural Language Processing
11 28 (3.77%) ActiveMQ
12 24 (3.23%) .NET
12 24 (3.23%) RESTful
13 22 (2.96%) Apache Camel
13 22 (2.96%) HTML
13 22 (2.96%) Lucene
14 20 (2.69%) RabbitMQ
14 20 (2.69%) TensorFlow
15 18 (2.42%) CSS
Miscellaneous
1 161 (21.67%) Analytical Skills
2 102 (13.73%) Computer Science
3 67 (9.02%) Algorithms
4 42 (5.65%) Greenfield Project
5 22 (2.96%) Fintech
6 21 (2.83%) Data Structures
6 21 (2.83%) Semantic Web
7 19 (2.56%) Foreign Exchange (FX)
8 18 (2.42%) Virtual Team
9 15 (2.02%) PKI
10 12 (1.62%) Derivative
10 12 (1.62%) Fixed Income
11 8 (1.08%) Credit Risk
11 8 (1.08%) N-Tier
11 8 (1.08%) Public Cloud
11 8 (1.08%) Replication
11 8 (1.08%) Social Network
12 7 (0.94%) Enterprise Software
12 7 (0.94%) Interest Rate Derivative
12 7 (0.94%) Linux Command Line
Operating Systems
1 133 (17.90%) Linux
2 33 (4.44%) Unix
3 26 (3.50%) Windows
4 11 (1.48%) Red Hat Enterprise Linux
5 5 (0.67%) Android
5 5 (0.67%) Apple iOS
6 4 (0.54%) openSUSE
6 4 (0.54%) SUSE
7 3 (0.40%) Mac OS X
8 2 (0.27%) Solaris
9 1 (0.13%) Mesosphere
9 1 (0.13%) Ubuntu
9 1 (0.13%) Windows 10
9 1 (0.13%) Windows 8
9 1 (0.13%) Windows Server
Processes & Methodologies
1 332 (44.68%) Analytics
2 284 (38.22%) Agile Software Development
3 194 (26.11%) MapReduce
4 185 (24.90%) Machine Learning
5 167 (22.48%) Business Intelligence
6 162 (21.80%) ETL
7 121 (16.29%) Software Engineering
8 116 (15.61%) Visualisation
9 109 (14.67%) Data Modelling
10 108 (14.54%) Data Analytics
11 107 (14.40%) TDD
12 99 (13.32%) Statistics
13 90 (12.11%) DevOps
14 76 (10.23%) Mathematics
15 75 (10.09%) Data Visualisation
16 66 (8.88%) Open Source
16 66 (8.88%) Scrum
17 60 (8.08%) E-Commerce
18 55 (7.40%) Continuous Integration
19 48 (6.46%) Stakeholder Management
Programming Languages
1 367 (49.39%) Java
1 367 (49.39%) Python
2 348 (46.84%) SQL
3 193 (25.98%) Scala
4 131 (17.63%) R
5 82 (11.04%) JavaScript
6 59 (7.94%) C++
7 47 (6.33%) C#
8 40 (5.38%) MATLAB
9 33 (4.44%) C
10 28 (3.77%) Perl
11 26 (3.50%) VBA
12 20 (2.69%) Shell Script
12 20 (2.69%) T-SQL
13 19 (2.56%) Ruby
14 16 (2.15%) VB
15 14 (1.88%) Go
16 12 (1.62%) PHP
17 11 (1.48%) PL/SQL
18 9 (1.21%) Bash Shell
Qualifications
1 167 (22.48%) Degree
2 48 (6.46%) PhD
3 41 (5.52%) Security Cleared
4 35 (4.71%) DV Cleared
5 27 (3.63%) Master's Degree
5 27 (3.63%) Numerate Degree
6 15 (2.02%) Computer Science Degree
6 15 (2.02%) SC Cleared
7 3 (0.40%) Postgraduate
8 2 (0.27%) CISSP
8 2 (0.27%) Microsoft Certification
9 1 (0.13%) CCA
9 1 (0.13%) CCNA
9 1 (0.13%) Cisco Certification
9 1 (0.13%) CISM
9 1 (0.13%) Citrix Certification
9 1 (0.13%) MCSA
9 1 (0.13%) MCSD
9 1 (0.13%) MCSE
9 1 (0.13%) SSCP
Quality Assurance & Compliance
1 47 (6.33%) Data Quality
2 29 (3.90%) QA
3 11 (1.48%) Sarbanes-Oxley
4 5 (0.67%) GCP
5 3 (0.40%) Actionable Recommendations
6 2 (0.27%) SLA
7 1 (0.13%) PMO
System Software
1 158 (21.27%) HDFS
2 83 (11.17%) Apache Flume
3 43 (5.79%) Docker
4 9 (1.21%) Apache ZooKeeper
5 7 (0.94%) Hyper-V
5 7 (0.94%) VMware Infrastructure
6 4 (0.54%) Oracle RAC
7 3 (0.40%) Virtual Machines
8 2 (0.27%) Active Directory
8 2 (0.27%) Cronacle
9 1 (0.13%) VirtualBox
Systems Management
1 79 (10.63%) Oozie
2 27 (3.63%) Hadoop YARN
3 25 (3.36%) Opscode Chef
4 23 (3.10%) Puppet
5 21 (2.83%) Ansible
6 19 (2.56%) Mesos
7 16 (2.15%) Ambari
7 16 (2.15%) Kubernetes
8 13 (1.75%) Terraform
9 9 (1.21%) Graphite
9 9 (1.21%) Kibana
10 4 (0.54%) Grafana
11 2 (0.27%) Control-M
11 2 (0.27%) Data Guard
11 2 (0.27%) Systems Management Server (SMS)
12 1 (0.13%) Docker Swarm
12 1 (0.13%) QRadar
12 1 (0.13%) Salt
12 1 (0.13%) Tivoli
12 1 (0.13%) yum
Vendors
1 109 (14.67%) Oracle
2 102 (13.73%) Cloudera
3 99 (13.32%) Tableau
4 64 (8.61%) Google
5 56 (7.54%) Hortonworks
6 48 (6.46%) Microsoft
7 37 (4.98%) MapR
8 35 (4.71%) Cognos
9 31 (4.17%) Vertica
10 28 (3.77%) Talend
10 28 (3.77%) Teradata
11 25 (3.36%) Splunk
12 22 (2.96%) SAP
13 21 (2.83%) Informatica
14 17 (2.29%) IBM
15 12 (1.62%) Apigee
15 12 (1.62%) MicroStrategy
15 12 (1.62%) Netezza
16 10 (1.35%) Ab Initio
17 7 (0.94%) VMware