The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Apache Hive skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Hive over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache Hive
UK / England
Rank 299 360 483
Rank change year-on-year +61 +123  
Contract jobs citing Apache Hive 308 268 114
As % of all contract IT jobs advertised in England 0.74% 0.55% 0.24%
As % of the Database & Business Intelligence category 3.22% 2.45% 1.06%
Number of daily rates quoted 207 187 91
Median daily rate £513 £550 £525
Median daily rate % change year-on-year -6.81% +4.76%  
90% offered a daily rate of more than £400 £400 £403
10% offered a daily rate of more than £650 £725 £725
UK excluding London median daily rate £450 £650 £475
% change year-on-year -30.76% +36.84%  
Number of hourly rates quoted 1 0 1
Median hourly rate £29.82 - £36.50
UK excluding London median hourly rate - - £36.50

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 contract job vacancies advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9553 10944 10785
As % of all contract IT job vacancies advertised in England 22.86% 22.31% 22.45%
Number of daily rates quoted 6496 7406 7015
Median daily rate £450 £425 £405
Median daily rate % change year-on-year +5.88% +4.93%  
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 107 159 147
Median hourly rate £34.24 £32.75 £32.10
Median hourly rate % change year-on-year +4.54% +2.02%  
90% offered a hourly rate of more than £12.00 £15.00 £15.35
10% offered a hourly rate of more than £47.00 £55.00 £46.09
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Apache Hive
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Hive as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Apache Hive in England

Apache Hive
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Hive in England.

Contractor daily rate trend for Apache Hive in England

Apache Hive
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Apache Hive in England over the 3 months to 25 March 2017.

Contractor daily rate histogram for Apache Hive in England

Apache Hive
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Hive in England.

Contractor hourly rate trend for Apache Hive in England

Apache Hive
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Hive within the England region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +50 238 £525 -4.54% 36
South East +48 41 £351 -6.53% 6
South West +9 9 £500 +13.31% 2
North West +28 6 £350 -22.22% 8
West Midlands +10 4 - - 2
Yorkshire -1 3 £475 -36.66% 1
East Midlands - 3 £531 -
East of England -8 2 £525 -30.00%
Apache Hive
UK

Apache Hive
Top 30 Related IT Skills in England

For the 6 months to 25 March 2017, IT contractor 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 contract ads across the England region with a requirement for Apache Hive.

1 660 (93.88%) Hadoop
2 572 (81.37%) Big Data
3 474 (67.43%) Apache Spark
4 352 (50.07%) Java
5 346 (49.22%) Python
6 309 (43.95%) Scala
7 270 (38.41%) HBase
8 252 (35.85%) Apache Pig
9 242 (34.42%) Kafka
10 231 (32.86%) SQL
11 217 (30.87%) MapReduce
12 207 (29.45%) Agile Software Development
13 201 (28.59%) HDFS
14 189 (26.88%) Linux
15 160 (22.76%) Finance
16 156 (22.19%) ETL
17 155 (22.05%) R
18 153 (21.76%) Analytics
19 150 (21.34%) NoSQL
20 143 (20.34%) Amazon AWS
21 136 (19.35%) Impala
22 131 (18.63%) Banking
23 130 (18.49%) DevOps
24 125 (17.78%) Cloudera
25 117 (16.64%) MongoDB
26 116 (16.50%) Hadoop YARN
27 115 (16.36%) Analytical Skills
27 115 (16.36%) Sqoop
28 113 (16.07%) Hortonworks
29 107 (15.22%) Apache Cassandra

Apache Hive
Top Related 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
1 474 (67.43%) Apache Spark
2 252 (35.85%) Apache Pig
3 89 (12.66%) Apache
4 65 (9.25%) Elasticsearch
5 49 (6.97%) SAS
6 44 (6.26%) Apache Solr
7 12 (1.71%) Confluence
8 7 (1.00%) Oracle SOA Suite
9 6 (0.85%) Jupyter
10 5 (0.71%) Tomcat
11 3 (0.43%) Apache Airflow
11 3 (0.43%) Cloud Foundry
11 3 (0.43%) OpenStack
12 2 (0.28%) CMS
12 2 (0.28%) GemFire
12 2 (0.28%) JBoss
12 2 (0.28%) SharePoint
12 2 (0.28%) WebLogic
12 2 (0.28%) WebSphere
13 1 (0.14%) DataSynapse
Applications
1 20 (2.84%) MS Excel
2 17 (2.42%) SPSS
3 7 (1.00%) Weka
4 3 (0.43%) MS Office
5 2 (0.28%) MS PowerPoint
6 1 (0.14%) Stata
Business Applications
1 5 (0.71%) SAP Oil and Gas
2 2 (0.28%) SAP S/4HANA
3 1 (0.14%) Oracle BPM
3 1 (0.14%) SAP MDG
3 1 (0.14%) SAP MDM
Cloud Services
1 143 (20.34%) Amazon AWS
2 43 (6.12%) Amazon EMR
3 42 (5.97%) Cloud Computing
4 38 (5.41%) Microsoft Azure
5 29 (4.13%) Amazon EC2
6 28 (3.98%) Amazon S3
7 21 (2.99%) Amazon Kinesis
8 17 (2.42%) GitHub
9 13 (1.85%) Virtual Private Cloud
10 11 (1.56%) Google Cloud Platform
11 8 (1.14%) AWS Data Pipeline
12 6 (0.85%) IaaS
12 6 (0.85%) PaaS
13 5 (0.71%) AWS Lambda
13 5 (0.71%) IBM Cloud
13 5 (0.71%) SaaS
14 4 (0.57%) Amazon SQS
15 1 (0.14%) Amazon Glacier
15 1 (0.14%) Azure Machine Learning
15 1 (0.14%) BlueKai
Communications & Networking
1 45 (6.40%) Kerberos
2 21 (2.99%) LDAP
3 9 (1.28%) HTTP
4 7 (1.00%) Internet
5 6 (0.85%) SSL
6 4 (0.57%) FTP
6 4 (0.57%) Network Security
7 3 (0.43%) LAN
7 3 (0.43%) WAN
8 2 (0.28%) Firewall
9 1 (0.14%) SMS
9 1 (0.14%) TCP/IP
Database & Business Intelligence
1 660 (93.88%) Hadoop
2 572 (81.37%) Big Data
3 270 (38.41%) HBase
4 150 (21.34%) NoSQL
5 136 (19.35%) Impala
6 117 (16.64%) MongoDB
7 115 (16.36%) Sqoop
8 107 (15.22%) Apache Cassandra
8 107 (15.22%) Data Warehouse
9 91 (12.94%) Relational Database
10 76 (10.81%) PostgreSQL
11 57 (8.11%) QlikView
11 57 (8.11%) SQL Server
12 53 (7.54%) Data Lake
13 39 (5.55%) Neo4j
14 37 (5.26%) MySQL
15 34 (4.84%) RDBMS
16 29 (4.13%) Amazon Redshift
17 28 (3.98%) Data Mining
18 26 (3.70%) SQL Server Integration Services
Development Applications
1 85 (12.09%) Git (software)
2 62 (8.82%) Jenkins
3 49 (6.97%) JIRA
4 30 (4.27%) Maven
5 25 (3.56%) Talend Open Studio
6 14 (1.99%) JUnit
7 12 (1.71%) WebDriver
8 9 (1.28%) Mockito
9 8 (1.14%) Atlassian Bamboo
10 6 (0.85%) Subversion
11 5 (0.71%) Sonatype Nexus
12 4 (0.57%) ERwin
12 4 (0.57%) Gradle
12 4 (0.57%) Vagrant
13 3 (0.43%) GoCD
13 3 (0.43%) Hudson
13 3 (0.43%) TeamCity
14 2 (0.28%) Apache Continuum
14 2 (0.28%) Artifactory
14 2 (0.28%) SonarQube
General
1 160 (22.76%) Finance
2 131 (18.63%) Banking
3 41 (5.83%) Marketing
4 37 (5.26%) Retail
5 28 (3.98%) Investment Banking
6 25 (3.56%) Front Office
7 16 (2.28%) Corporate Banking
7 16 (2.28%) Telecoms
8 15 (2.13%) Retail Banking
9 12 (1.71%) Legal
10 11 (1.56%) Games
11 7 (1.00%) Financial Institution
12 5 (0.71%) Electronics
12 5 (0.71%) Manufacturing
13 4 (0.57%) Law
14 2 (0.28%) Aerospace
14 2 (0.28%) Billing
14 2 (0.28%) German Language
15 1 (0.14%) Advertising
15 1 (0.14%) Pharmaceutical
Job Titles
1 196 (27.88%) Developer
2 149 (21.19%) Data Engineer
3 131 (18.63%) Big Data Engineer
4 88 (12.52%) Architect
5 83 (11.81%) Big Data Developer
6 80 (11.38%) Hadoop Developer
7 74 (10.53%) Data Architect
8 66 (9.39%) Hadoop Engineer
9 64 (9.10%) DevOps Engineer
10 59 (8.39%) Java Developer
11 57 (8.11%) Administrator
12 49 (6.97%) Data Scientist
13 47 (6.69%) Analyst
14 46 (6.54%) Big Data Architect
15 45 (6.40%) Hadoop Administrator
16 40 (5.69%) AWS Engineer
17 38 (5.41%) Scala Developer
18 35 (4.98%) Consultant
19 30 (4.27%) Data Analyst
20 28 (3.98%) Apache Spark Developer
Libraries, Frameworks & Software Standards
1 242 (34.42%) Kafka
2 39 (5.55%) Spring
3 34 (4.84%) Web Services
4 33 (4.69%) Akka
5 29 (4.13%) REST
6 28 (3.98%) Spark Streaming
7 27 (3.84%) Apache Avro
7 27 (3.84%) Hibernate
8 25 (3.56%) XML
9 19 (2.70%) JSON
10 18 (2.56%) JMS
10 18 (2.56%) Lucene
11 16 (2.28%) Play Framework
12 15 (2.13%) Cascading
13 14 (1.99%) AngularJS
13 14 (1.99%) NumPy
14 12 (1.71%) Java EE
15 11 (1.56%) .NET
16 10 (1.42%) D3.js
16 10 (1.42%) HTML
Miscellaneous
1 115 (16.36%) Analytical Skills
2 72 (10.24%) Algorithms
3 43 (6.12%) Computer Science
4 25 (3.56%) Management Information System
5 23 (3.27%) Data Structures
6 20 (2.84%) Credit Risk
7 14 (1.99%) Reference Data
8 12 (1.71%) Foreign Exchange (FX)
8 12 (1.71%) Grid Computing
9 11 (1.56%) Replication
10 7 (1.00%) Data Centre
11 5 (0.71%) Fintech
11 5 (0.71%) Taxonomies
11 5 (0.71%) User Experience
12 4 (0.57%) Clustering
12 4 (0.57%) Linux Command Line
13 3 (0.43%) Cyber Defence
13 3 (0.43%) Derivative
13 3 (0.43%) Equities
13 3 (0.43%) Wiki
Operating Systems
1 189 (26.88%) Linux
2 97 (13.80%) Unix
3 22 (3.13%) Red Hat Enterprise Linux
3 22 (3.13%) Windows
4 15 (2.13%) CentOS
5 7 (1.00%) Ubuntu
6 5 (0.71%) Debian
7 4 (0.57%) Fedora
8 3 (0.43%) Android
8 3 (0.43%) Apple iOS
9 1 (0.14%) AIX
Processes & Methodologies
1 217 (30.87%) MapReduce
2 207 (29.45%) Agile Software Development
3 156 (22.19%) ETL
4 153 (21.76%) Analytics
5 130 (18.49%) DevOps
6 100 (14.22%) Business Intelligence
7 97 (13.80%) Data Modelling
8 95 (13.51%) Machine Learning
9 85 (12.09%) Open Source
10 71 (10.10%) Continuous Integration
10 71 (10.10%) Visualisation
11 59 (8.39%) Data Analysis
12 55 (7.82%) Data Architecture
13 52 (7.40%) Data Analytics
14 51 (7.25%) TDD
15 47 (6.69%) Data Engineering
16 44 (6.26%) Stakeholder Management
16 44 (6.26%) Statistics
17 41 (5.83%) Data Integration
18 39 (5.55%) Data Visualisation
Programming Languages
1 352 (50.07%) Java
2 346 (49.22%) Python
3 309 (43.95%) Scala
4 231 (32.86%) SQL
5 155 (22.05%) R
6 75 (10.67%) Bash Shell
7 62 (8.82%) Perl
8 49 (6.97%) Shell Script
9 29 (4.13%) C++
9 29 (4.13%) JavaScript
10 25 (3.56%) C#
11 20 (2.84%) Ruby
11 20 (2.84%) T-SQL
12 17 (2.42%) MATLAB
13 13 (1.85%) C
14 8 (1.14%) PL/SQL
15 6 (0.85%) PHP
16 3 (0.43%) CQL
16 3 (0.43%) Groovy
16 3 (0.43%) PowerShell
Qualifications
1 64 (9.10%) Degree
2 19 (2.70%) Security Cleared
3 13 (1.85%) SC Cleared
4 12 (1.71%) PhD
5 3 (0.43%) DV Cleared
6 2 (0.28%) CISA
6 2 (0.28%) CISM
6 2 (0.28%) CISSP
6 2 (0.28%) RHCE
6 2 (0.28%) RHCSA
7 1 (0.14%) BPSS Clearance
7 1 (0.14%) PMI Certification
7 1 (0.14%) PMP
Quality Assurance & Compliance
1 36 (5.12%) Data Quality
2 21 (2.99%) QA
3 3 (0.43%) PCI DSS
3 3 (0.43%) SLA
4 2 (0.28%) FedRAMP
4 2 (0.28%) MiFID
5 1 (0.14%) Dodd-Frank
5 1 (0.14%) EMIR
System Software
1 201 (28.59%) HDFS
2 97 (13.80%) Apache Flume
3 46 (6.54%) Docker
4 43 (6.12%) Apache ZooKeeper
5 10 (1.42%) Active Directory
6 4 (0.57%) Oracle RAC
7 2 (0.28%) Virtual Machines
7 2 (0.28%) vSphere
8 1 (0.14%) Cronacle
8 1 (0.14%) VMware ESXi
Systems Management
1 116 (16.50%) Hadoop YARN
2 107 (15.22%) Oozie
3 74 (10.53%) Ansible
4 66 (9.39%) Puppet
5 58 (8.25%) Opscode Chef
6 23 (3.27%) Terraform
7 21 (2.99%) Ambari
8 15 (2.13%) Mesos
8 15 (2.13%) Nagios
9 11 (1.56%) Kibana
10 10 (1.42%) Kubernetes
11 4 (0.57%) logstash
12 3 (0.43%) Marathon
12 3 (0.43%) Salt
12 3 (0.43%) Tivoli
13 1 (0.14%) Business Desktop Deployment
Vendors
1 125 (17.78%) Cloudera
2 113 (16.07%) Hortonworks
3 64 (9.10%) Tableau
4 59 (8.39%) Oracle
5 41 (5.83%) Teradata
6 32 (4.55%) Microsoft
7 29 (4.13%) Informatica
7 29 (4.13%) Red Hat
8 26 (3.70%) Ab Initio
9 25 (3.56%) Talend
10 24 (3.41%) MicroStrategy
11 21 (2.99%) SAP
12 20 (2.84%) Splunk
13 19 (2.70%) MapR
14 16 (2.28%) Cognos
15 13 (1.85%) Google
16 12 (1.71%) Nuix
17 8 (1.14%) IBM
17 8 (1.14%) Vertica
18 6 (0.85%) SaltStack
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