Period
to 23 November 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 594 581 589
Rank change year-on-year -13 +8 +249
Permanent jobs citing Apache Hive 708 824 954
As % of all permanent IT jobs advertised in the UK 0.39% 0.43% 0.44%
As % of the Database & Business Intelligence category 1.30% 1.46% 1.39%
Number of salaries quoted 538 641 801
UK median annual salary £67,500 £60,000 £65,000
Median salary % change year-on-year +12.50% -7.69% -
10th Percentile £38,750 £39,500 £42,500
90th Percentile £104,125 £96,250 £90,500
UK excluding London median annual salary £50,000 £50,000 £50,000

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 54470 56272 68544
As % of all permanent IT jobs advertised in the UK 30.24% 29.65% 31.52%
Number of salaries quoted 44832 48097 57738
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +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 23 November 2017.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 14 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 23 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
England -17 676 £67,500 +3.85% 73
London +7 468 £70,000 -6.67% 56
UK excluding London -74 234 £50,000 - 22
South East +28 89 £55,000 -2.22% 5
North of England +5 44 £45,000 -12.62% 10
North West -10 37 £45,000 -21.05% 3
South West -82 32 £50,000 - 3
East of England +16 29 £45,000 -25.00%
Scotland -33 15 £45,000 -10.00% 5
Midlands +8 14 £42,500 -2.30%
Wales +13 11 £35,000 -33.33%
West Midlands +3 10 £42,500 -15.00%
Yorkshire +25 7 £42,500 -11.46% 7
East Midlands +28 4 £41,250 -5.17%

For the 6 months to 23 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 with a requirement for Apache Hive.

1 622 (87.85%) Hadoop
2 548 (77.40%) Big Data
2 548 (77.40%) Apache Spark
3 397 (56.07%) Python
4 353 (49.86%) Java
5 321 (45.34%) Analytics
6 287 (40.54%) SQL
7 259 (36.58%) Agile Software Development
8 220 (31.07%) Scala
9 199 (28.11%) HBase
10 190 (26.84%) NoSQL
11 182 (25.71%) Machine Learning
12 179 (25.28%) Apache Pig
13 176 (24.86%) Kafka
14 172 (24.29%) MapReduce
15 167 (23.59%) Amazon AWS
15 167 (23.59%) Finance
16 161 (22.74%) Linux
17 156 (22.03%) Degree
17 156 (22.03%) MongoDB
18 151 (21.33%) R
19 149 (21.05%) Business Intelligence
20 135 (19.07%) Impala
21 134 (18.93%) Apache Cassandra
22 132 (18.64%) Visualisation
23 129 (18.22%) Computer Science
23 129 (18.22%) HDFS
24 125 (17.66%) Data Analytics
25 124 (17.51%) Analytical Skills
26 122 (17.23%) Software Engineering

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
1 548 (77.40%) Apache Spark
2 179 (25.28%) Apache Pig
3 100 (14.12%) SAS
4 95 (13.42%) Apache
5 73 (10.31%) Elasticsearch
6 44 (6.21%) Apache Solr
7 20 (2.82%) Apache Airflow
8 17 (2.40%) OpenStack
9 12 (1.69%) WebSphere
10 7 (0.99%) IPython
11 4 (0.56%) Oracle Coherence
11 4 (0.56%) Oracle SOA Suite
12 3 (0.42%) JBoss
12 3 (0.42%) Jupyter
12 3 (0.42%) WebLogic
13 2 (0.28%) Cloud Foundry
13 2 (0.28%) GemFire
14 1 (0.14%) Confluence
14 1 (0.14%) Tomcat
Applications
1 42 (5.93%) Microsoft Excel
2 39 (5.51%) SPSS
3 6 (0.85%) Spreadsheet
4 4 (0.56%) Mathematica
4 4 (0.56%) Stata
5 3 (0.42%) S-PLUS
5 3 (0.42%) Weka
6 2 (0.28%) GNU Octave
6 2 (0.28%) Microsoft Office
6 2 (0.28%) Microsoft PowerPoint
7 1 (0.14%) LaTeX
Business Applications
1 15 (2.12%) SAP ERP
1 15 (2.12%) SAP InfiniteInsight
2 2 (0.28%) Dynamics CRM
Cloud Services
1 167 (23.59%) Amazon AWS
2 97 (13.70%) Microsoft Azure
3 47 (6.64%) Google Cloud Platform
4 38 (5.37%) Amazon EMR
5 31 (4.38%) Cloud Computing
6 18 (2.54%) Amazon Kinesis
7 13 (1.84%) GitHub
8 12 (1.69%) Amazon EC2
8 12 (1.69%) AWS Lambda
9 11 (1.55%) Amazon S3
10 9 (1.27%) SaaS
10 9 (1.27%) Serverless
11 5 (0.71%) Azure Machine Learning
12 4 (0.56%) PaaS
13 3 (0.42%) AWS CloudFormation
13 3 (0.42%) AWS Elastic Beanstalk
13 3 (0.42%) Basecamp
13 3 (0.42%) Cortana Intelligence Suite
13 3 (0.42%) Trello
13 3 (0.42%) Virtual Private Cloud
Communications & Networking
1 12 (1.69%) HTTP
2 11 (1.55%) Internet
3 10 (1.41%) TCP/IP
4 9 (1.27%) Firewall
4 9 (1.27%) Kerberos
5 8 (1.13%) SSL
6 5 (0.71%) LDAP
7 2 (0.28%) Broadband
8 1 (0.14%) Network Security
Database & Business Intelligence
1 622 (87.85%) Hadoop
2 548 (77.40%) Big Data
3 199 (28.11%) HBase
4 190 (26.84%) NoSQL
5 156 (22.03%) MongoDB
6 135 (19.07%) Impala
7 134 (18.93%) Apache Cassandra
8 116 (16.38%) Relational Database
9 82 (11.58%) Sqoop
10 77 (10.88%) Data Warehouse
11 76 (10.73%) SQL Server
12 68 (9.60%) QlikView
13 66 (9.32%) MySQL
13 66 (9.32%) RDBMS
14 51 (7.20%) Data Mining
15 33 (4.66%) Power BI
16 29 (4.10%) Amazon Redshift
17 28 (3.95%) Flink
17 28 (3.95%) Spotfire
18 26 (3.67%) Redis
Development Applications
1 40 (5.65%) Git (software)
2 37 (5.23%) Jenkins
3 23 (3.25%) JIRA
4 17 (2.40%) Talend Open Studio
5 15 (2.12%) Vagrant
6 14 (1.98%) Selenium
7 12 (1.69%) Maven
8 11 (1.55%) gulp
8 11 (1.55%) webpack
9 8 (1.13%) Atlassian Bamboo
9 8 (1.13%) Bitbucket
10 7 (0.99%) CodeSonar
10 7 (0.99%) git-flow
10 7 (0.99%) Robot Framework
11 5 (0.71%) Eclipse
11 5 (0.71%) JUnit
12 4 (0.56%) Artifactory
12 4 (0.56%) Cucumber
12 4 (0.56%) IntelliJ
12 4 (0.56%) NUnit
General
1 167 (23.59%) Finance
2 84 (11.86%) Retail
3 51 (7.20%) Banking
4 46 (6.50%) Games
5 38 (5.37%) Marketing
6 28 (3.95%) Telecoms
7 15 (2.12%) Front Office
8 10 (1.41%) Advertising
8 10 (1.41%) Spanish Language
9 9 (1.27%) Electronics
9 9 (1.27%) Legal
10 8 (1.13%) Investment Banking
11 7 (0.99%) Pharmaceutical
12 6 (0.85%) Manufacturing
13 4 (0.56%) Dutch Language
13 4 (0.56%) French Language
13 4 (0.56%) German Language
13 4 (0.56%) Italian Language
13 4 (0.56%) Law
14 3 (0.42%) Automotive
Job Titles
1 154 (21.75%) Data Engineer
2 150 (21.19%) Developer
3 105 (14.83%) Big Data Engineer
4 90 (12.71%) Data Scientist
5 79 (11.16%) Architect
6 67 (9.46%) Software Engineer
7 61 (8.62%) Data Architect
8 49 (6.92%) Big Data Developer
9 48 (6.78%) Big Data Architect
10 46 (6.50%) Data Manager
11 42 (5.93%) Consultant
12 41 (5.79%) Hadoop Engineer
13 33 (4.66%) Analyst
14 30 (4.24%) Analytics Consultant
14 30 (4.24%) Java Developer
15 29 (4.10%) Data Consultant
16 27 (3.81%) Data Analyst
16 27 (3.81%) Senior Data Engineer
17 26 (3.67%) Senior Developer
18 25 (3.53%) Java Engineer
Libraries, Frameworks & Software Standards
1 176 (24.86%) Kafka
2 79 (11.16%) Web Services
3 47 (6.64%) REST
4 45 (6.36%) Node.js
5 44 (6.21%) Java EE
5 44 (6.21%) Spring
6 37 (5.23%) HTML
6 37 (5.23%) JSON
7 35 (4.94%) CSS
8 33 (4.66%) AngularJS
8 33 (4.66%) Pandas
9 31 (4.38%) XML
10 30 (4.24%) RabbitMQ
11 29 (4.10%) Natural Language Processing
11 29 (4.10%) RESTful
11 29 (4.10%) TensorFlow
12 26 (3.67%) Spark Streaming
13 24 (3.39%) LAMP
13 24 (3.39%) NumPy
14 23 (3.25%) Hibernate
Miscellaneous
1 129 (18.22%) Computer Science
2 124 (17.51%) Analytical Skills
3 67 (9.46%) Algorithms
4 43 (6.07%) Greenfield Project
5 28 (3.95%) Fintech
6 27 (3.81%) Data Structures
7 19 (2.68%) PKI
8 18 (2.54%) Foreign Exchange (FX)
9 12 (1.69%) Derivative
9 12 (1.69%) Fixed Income
10 10 (1.41%) Interest Rate Derivative
11 9 (1.27%) Clustering
11 9 (1.27%) Public Cloud
11 9 (1.27%) Virtual Team
12 8 (1.13%) Hybrid Cloud
12 8 (1.13%) N-Tier
13 7 (0.99%) Credit Risk
13 7 (0.99%) Internet of Things
14 6 (0.85%) Blog
14 6 (0.85%) Linux Command Line
Operating Systems
1 161 (22.74%) Linux
2 39 (5.51%) Unix
3 31 (4.38%) Windows
4 12 (1.69%) Android
5 11 (1.55%) Apple iOS
5 11 (1.55%) Mac OS X
6 4 (0.56%) openSUSE
6 4 (0.56%) Red Hat Enterprise Linux
6 4 (0.56%) SUSE
6 4 (0.56%) Ubuntu
7 2 (0.28%) Mesosphere
Processes & Methodologies
1 321 (45.34%) Analytics
2 259 (36.58%) Agile Software Development
3 182 (25.71%) Machine Learning
4 172 (24.29%) MapReduce
5 149 (21.05%) Business Intelligence
6 132 (18.64%) Visualisation
7 125 (17.66%) Data Analytics
8 122 (17.23%) Software Engineering
9 121 (17.09%) ETL
10 96 (13.56%) Statistics
11 94 (13.28%) Data Modelling
11 94 (13.28%) DevOps
12 88 (12.43%) Mathematics
13 87 (12.29%) Data Visualisation
14 76 (10.73%) TDD
15 61 (8.62%) Open Source
16 59 (8.33%) Scrum
17 56 (7.91%) Continuous Integration
18 46 (6.50%) BDD
18 46 (6.50%) Data Architecture
Programming Languages
1 397 (56.07%) Python
2 353 (49.86%) Java
3 287 (40.54%) SQL
4 220 (31.07%) Scala
5 151 (21.33%) R
6 76 (10.73%) JavaScript
7 72 (10.17%) C++
8 59 (8.33%) C#
9 52 (7.34%) C
10 37 (5.23%) MATLAB
11 30 (4.24%) Shell Script
11 30 (4.24%) VBA
12 28 (3.95%) Ruby
13 26 (3.67%) Perl
14 23 (3.25%) Bash Shell
15 20 (2.82%) Go
15 20 (2.82%) PHP
16 15 (2.12%) VB
17 11 (1.55%) ES6
18 10 (1.41%) HiveQL
Qualifications
1 156 (22.03%) Degree
2 47 (6.64%) Security Cleared
3 45 (6.36%) PhD
4 41 (5.79%) DV Cleared
5 34 (4.80%) Numerate Degree
6 32 (4.52%) Computer Science Degree
7 28 (3.95%) Master's Degree
8 11 (1.55%) SC Cleared
9 8 (1.13%) Microsoft Certification
10 7 (0.99%) CCNA
10 7 (0.99%) Cisco Certification
10 7 (0.99%) CISSP
10 7 (0.99%) GIAC
10 7 (0.99%) Linux+ Certification
10 7 (0.99%) MCSE
10 7 (0.99%) Network+ Certification
10 7 (0.99%) SANS
10 7 (0.99%) SSCP
11 6 (0.85%) CompTIA Security+
11 6 (0.85%) Security+ Certification
Quality Assurance & Compliance
1 47 (6.64%) Data Quality
2 22 (3.11%) QA
3 5 (0.71%) GCP
4 3 (0.42%) Actionable Recommendations
5 2 (0.28%) SLA
6 1 (0.14%) GDPR
6 1 (0.14%) PMO
6 1 (0.14%) Solvency II
System Software
1 129 (18.22%) HDFS
2 110 (15.54%) Apache Flume
3 75 (10.59%) Docker
4 13 (1.84%) Apache ZooKeeper
5 11 (1.55%) VMware Infrastructure
6 10 (1.41%) Hyper-V
7 7 (0.99%) vSphere
8 4 (0.56%) Virtual Machines
9 2 (0.28%) MapR-FS
10 1 (0.14%) Cronacle
Systems Management
1 77 (10.88%) Oozie
2 46 (6.50%) Hadoop YARN
3 26 (3.67%) Puppet
4 24 (3.39%) Kubernetes
5 23 (3.25%) Opscode Chef
6 21 (2.97%) Mesos
6 21 (2.97%) Terraform
7 19 (2.68%) Ansible
8 12 (1.69%) Kibana
9 9 (1.27%) Ambari
9 9 (1.27%) Salt
10 6 (0.85%) Graphite
11 4 (0.56%) Grafana
11 4 (0.56%) Nagios
12 2 (0.28%) Docker Swarm
12 2 (0.28%) QRadar
12 2 (0.28%) Systems Management Server (SMS)
12 2 (0.28%) yum
13 1 (0.14%) Consul
13 1 (0.14%) Control-M
Vendors
1 113 (15.96%) Tableau
2 109 (15.40%) Oracle
3 103 (14.55%) Cloudera
4 59 (8.33%) Google
5 54 (7.63%) Hortonworks
6 46 (6.50%) SAP
7 43 (6.07%) Microsoft
8 35 (4.94%) MapR
9 29 (4.10%) Teradata
10 21 (2.97%) IBM
11 20 (2.82%) Cognos
11 20 (2.82%) Splunk
12 18 (2.54%) Vertica
13 17 (2.40%) Talend
14 16 (2.26%) Informatica
15 12 (1.69%) Atlassian
16 11 (1.55%) VMware
17 8 (1.13%) Ab Initio
17 8 (1.13%) Alteryx
17 8 (1.13%) MicroStrategy