The following table provides summary statistics for contract job vacancies 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 26 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
26 Mar 2017
Same period 2016 Same period 2015
Apache Hive
UK
Rank 324 385 496
Rank change year-on-year +61 +111  
Contract jobs citing Apache Hive 307 272 127
As % of all contract IT jobs advertised in the UK 0.69% 0.51% 0.24%
As % of the Database & Business Intelligence category 3.01% 2.31% 1.07%
Number of daily rates quoted 207 190 101
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 £400
10% offered a daily rate of more than £650 £720 £723
UK excluding London median daily rate £450 £650 £450
% change year-on-year -30.76% +44.44%  
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 with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10183 11784 11924
As % of all contract IT job vacancies advertised in the UK 22.77% 22.14% 22.41%
Number of daily rates quoted 6896 7899 7632
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25%  
90% offered a daily rate of more than £300 £300 £275
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 130 189 156
Median hourly rate £30.50 £32.50 £32.10
Median hourly rate % change year-on-year -6.15% +1.24%  
90% offered a hourly rate of more than £11.75 £14.50 £15.35
10% offered a hourly rate of more than £47.00 £60.62 £47.22
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Apache Hive
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Apache Hive
Contractor Daily Rate Trend

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

Contractor daily rate trend for Apache Hive in the UK

Apache Hive
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Hive over the 3 months to 26 March 2017.

Contractor daily rate histogram for Apache Hive in the UK

Apache Hive
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Apache Hive in the UK

Apache Hive
Top 30 Contract Locations

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 UK over the 3 months to 26 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
England +63 303 £519 -5.68% 54
London +46 237 £525 -4.54% 35
South East +51 38 £351 -6.53% 6
City of London -4 32 £468 -10.95% 10
Buckinghamshire +3 16 £350 +7.69%
Berkshire +36 13 £438 +16.66% 4
Reading +28 13 £438 +16.66% 3
Milton Keynes +4 9 £350 +7.69%
South West +8 8 £500 +13.31% 2
North West +30 6 £350 -22.22% 8
Hampshire - 6 £351 - 1
West Midlands +11 4 - - 2
Gloucestershire +9 4 £500 - 1
Surrey +11 3 £525 -4.54%
Yorkshire 0 3 £475 -36.66% 1
East Midlands - 3 £531 -
Bristol - 3 £750 -
Cheshire - 3 £350 - 1
West Yorkshire - 3 £475 - 1
Scotland +24 2 £488 -30.35% 5
Edinburgh +19 2 £488 -30.35% 4
Manchester +17 2 £235 -63.84% 7
East of England -9 2 £525 -30.00%
Leeds - 2 £475 - 1
Shropshire - 2 - - 2
Coventry - 2 - -
Northamptonshire - 2 £531 -
Northampton - 2 £531 -
Telford - 2 - - 2
Staines - 2 £525 -

Apache Hive
Top 30 Related IT Skills

For the 6 months to 26 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 with a requirement for Apache Hive.

1 668 (93.95%) Hadoop
2 579 (81.43%) Big Data
3 478 (67.23%) Apache Spark
4 356 (50.07%) Java
5 352 (49.51%) Python
6 309 (43.46%) Scala
7 271 (38.12%) HBase
8 252 (35.44%) Apache Pig
9 242 (34.04%) Kafka
10 231 (32.49%) SQL
11 218 (30.66%) MapReduce
12 211 (29.68%) Agile Software Development
13 204 (28.69%) HDFS
14 189 (26.58%) Linux
15 164 (23.07%) Finance
16 159 (22.36%) R
17 157 (22.08%) ETL
18 155 (21.80%) Analytics
19 153 (21.52%) NoSQL
20 146 (20.53%) Amazon AWS
21 137 (19.27%) Impala
22 133 (18.71%) Banking
23 131 (18.42%) DevOps
24 130 (18.28%) Cloudera
25 120 (16.88%) MongoDB
26 118 (16.60%) Hadoop YARN
27 117 (16.46%) Sqoop
28 114 (16.03%) Analytical Skills
29 113 (15.89%) Hortonworks
30 111 (15.61%) Oozie

Apache Hive
Top Related 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
1 478 (67.23%) Apache Spark
2 252 (35.44%) Apache Pig
3 87 (12.24%) Apache
4 64 (9.00%) Elasticsearch
5 51 (7.17%) SAS
6 44 (6.19%) Apache Solr
7 12 (1.69%) Confluence
8 6 (0.84%) Apache Airflow
8 6 (0.84%) Jupyter
9 5 (0.70%) Oracle SOA Suite
9 5 (0.70%) Tomcat
10 3 (0.42%) Cloud Foundry
10 3 (0.42%) OpenStack
11 2 (0.28%) CMS
11 2 (0.28%) GemFire
11 2 (0.28%) JBoss
11 2 (0.28%) SharePoint
11 2 (0.28%) WebLogic
11 2 (0.28%) WebSphere
12 1 (0.14%) DataSynapse
Applications
1 20 (2.81%) MS Excel
2 19 (2.67%) SPSS
3 7 (0.98%) Weka
4 3 (0.42%) MS Office
5 2 (0.28%) MS PowerPoint
6 1 (0.14%) Stata
Business Applications
1 5 (0.70%) SAP Oil and Gas
2 1 (0.14%) Oracle BPM
2 1 (0.14%) SAP MDG
2 1 (0.14%) SAP MDM
2 1 (0.14%) SAP S/4HANA
Cloud Services
1 146 (20.53%) Amazon AWS
2 43 (6.05%) Amazon EMR
3 41 (5.77%) Cloud Computing
4 36 (5.06%) Microsoft Azure
5 30 (4.22%) Amazon S3
6 29 (4.08%) Amazon EC2
7 21 (2.95%) Amazon Kinesis
8 17 (2.39%) GitHub
9 13 (1.83%) Virtual Private Cloud
10 11 (1.55%) Google Cloud Platform
11 8 (1.13%) AWS Data Pipeline
12 6 (0.84%) IaaS
12 6 (0.84%) PaaS
13 5 (0.70%) AWS Lambda
14 4 (0.56%) Amazon SQS
14 4 (0.56%) IBM Cloud
14 4 (0.56%) SaaS
15 1 (0.14%) Amazon Glacier
15 1 (0.14%) Azure Machine Learning
15 1 (0.14%) BlueKai
Communications & Networking
1 44 (6.19%) Kerberos
2 21 (2.95%) LDAP
3 9 (1.27%) HTTP
4 7 (0.98%) Internet
5 6 (0.84%) SSL
6 5 (0.70%) Firewall
7 4 (0.56%) FTP
7 4 (0.56%) Network Security
8 3 (0.42%) DNS
9 2 (0.28%) LAN
9 2 (0.28%) WAN
10 1 (0.14%) SMS
10 1 (0.14%) TCP/IP
Database & Business Intelligence
1 668 (93.95%) Hadoop
2 579 (81.43%) Big Data
3 271 (38.12%) HBase
4 153 (21.52%) NoSQL
5 137 (19.27%) Impala
6 120 (16.88%) MongoDB
7 117 (16.46%) Sqoop
8 106 (14.91%) Apache Cassandra
9 105 (14.77%) Data Warehouse
10 93 (13.08%) Relational Database
11 76 (10.69%) PostgreSQL
12 58 (8.16%) QlikView
13 56 (7.88%) SQL Server
14 54 (7.59%) Data Lake
15 39 (5.49%) Neo4j
16 37 (5.20%) MySQL
17 36 (5.06%) RDBMS
18 29 (4.08%) Amazon Redshift
19 27 (3.80%) SQL Server Integration Services
20 26 (3.66%) Data Mining
Development Applications
1 87 (12.24%) Git (software)
2 62 (8.72%) Jenkins
3 52 (7.31%) JIRA
4 30 (4.22%) Maven
5 25 (3.52%) Talend Open Studio
6 14 (1.97%) JUnit
7 12 (1.69%) WebDriver
8 9 (1.27%) Atlassian Bamboo
8 9 (1.27%) Mockito
9 6 (0.84%) Subversion
10 5 (0.70%) Sonatype Nexus
11 4 (0.56%) ERwin
11 4 (0.56%) Gradle
11 4 (0.56%) Vagrant
12 3 (0.42%) GoCD
12 3 (0.42%) Hudson
12 3 (0.42%) TeamCity
13 2 (0.28%) Apache Continuum
13 2 (0.28%) Artifactory
13 2 (0.28%) SonarQube
General
1 164 (23.07%) Finance
2 133 (18.71%) Banking
3 40 (5.63%) Marketing
4 39 (5.49%) Retail
5 28 (3.94%) Investment Banking
6 24 (3.38%) Front Office
7 18 (2.53%) Telecoms
8 16 (2.25%) Corporate Banking
8 16 (2.25%) Retail Banking
9 12 (1.69%) Legal
10 11 (1.55%) Games
11 7 (0.98%) Financial Institution
12 5 (0.70%) Electronics
12 5 (0.70%) Manufacturing
13 4 (0.56%) 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%) Publishing
Job Titles
1 196 (27.57%) Developer
2 151 (21.24%) Data Engineer
3 133 (18.71%) Big Data Engineer
4 93 (13.08%) Architect
5 83 (11.67%) Big Data Developer
6 80 (11.25%) Hadoop Developer
7 78 (10.97%) Data Architect
8 67 (9.42%) Hadoop Engineer
9 64 (9.00%) DevOps Engineer
10 59 (8.30%) Java Developer
11 55 (7.74%) Administrator
12 50 (7.03%) Big Data Architect
12 50 (7.03%) Data Scientist
13 49 (6.89%) Analyst
14 43 (6.05%) Hadoop Administrator
15 40 (5.63%) AWS Engineer
16 37 (5.20%) Consultant
16 37 (5.20%) Scala Developer
17 30 (4.22%) Data Analyst
18 28 (3.94%) AWS DevOps
Libraries, Frameworks & Software Standards
1 242 (34.04%) Kafka
2 39 (5.49%) Spring
3 34 (4.78%) Web Services
4 32 (4.50%) Akka
5 29 (4.08%) REST
6 28 (3.94%) Spark Streaming
7 27 (3.80%) Apache Avro
7 27 (3.80%) Hibernate
8 25 (3.52%) XML
9 19 (2.67%) JSON
10 18 (2.53%) JMS
10 18 (2.53%) Lucene
11 15 (2.11%) Play Framework
12 14 (1.97%) Cascading
12 14 (1.97%) NumPy
13 13 (1.83%) AngularJS
14 12 (1.69%) Java EE
15 11 (1.55%) HTML
16 10 (1.41%) .NET
16 10 (1.41%) D3.js
Miscellaneous
1 114 (16.03%) Analytical Skills
2 71 (9.99%) Algorithms
3 42 (5.91%) Computer Science
4 25 (3.52%) Management Information System
5 23 (3.23%) Data Structures
6 19 (2.67%) Credit Risk
7 14 (1.97%) Reference Data
8 12 (1.69%) Foreign Exchange (FX)
9 11 (1.55%) Grid Computing
9 11 (1.55%) Replication
10 7 (0.98%) Data Centre
11 5 (0.70%) Fintech
11 5 (0.70%) Taxonomies
11 5 (0.70%) User Experience
12 4 (0.56%) Linux Command Line
13 3 (0.42%) Clustering
13 3 (0.42%) Cyber Defence
13 3 (0.42%) Derivative
13 3 (0.42%) Social Media
13 3 (0.42%) Wiki
Operating Systems
1 189 (26.58%) Linux
2 97 (13.64%) Unix
3 22 (3.09%) Red Hat Enterprise Linux
3 22 (3.09%) Windows
4 15 (2.11%) CentOS
5 7 (0.98%) Ubuntu
6 5 (0.70%) Debian
7 4 (0.56%) Fedora
8 3 (0.42%) Android
8 3 (0.42%) Apple iOS
9 1 (0.14%) AIX
Processes & Methodologies
1 218 (30.66%) MapReduce
2 211 (29.68%) Agile Software Development
3 157 (22.08%) ETL
4 155 (21.80%) Analytics
5 131 (18.42%) DevOps
6 97 (13.64%) Business Intelligence
6 97 (13.64%) Data Modelling
7 95 (13.36%) Machine Learning
8 86 (12.10%) Open Source
9 72 (10.13%) Continuous Integration
10 71 (9.99%) Visualisation
11 59 (8.30%) Data Analysis
12 55 (7.74%) Data Architecture
13 52 (7.31%) Data Analytics
13 52 (7.31%) TDD
14 47 (6.61%) Data Engineering
15 46 (6.47%) Statistics
16 43 (6.05%) Stakeholder Management
17 40 (5.63%) Data Integration
17 40 (5.63%) Scrum
Programming Languages
1 356 (50.07%) Java
2 352 (49.51%) Python
3 309 (43.46%) Scala
4 231 (32.49%) SQL
5 159 (22.36%) R
6 75 (10.55%) Bash Shell
7 66 (9.28%) Perl
8 47 (6.61%) Shell Script
9 28 (3.94%) C++
9 28 (3.94%) JavaScript
10 25 (3.52%) C#
11 21 (2.95%) Ruby
12 20 (2.81%) T-SQL
13 17 (2.39%) MATLAB
14 12 (1.69%) C
15 8 (1.13%) PL/SQL
16 7 (0.98%) PHP
17 3 (0.42%) CQL
17 3 (0.42%) Groovy
17 3 (0.42%) PowerShell
Qualifications
1 63 (8.86%) Degree
2 19 (2.67%) Security Cleared
3 13 (1.83%) SC Cleared
4 12 (1.69%) PhD
5 5 (0.70%) CISSP
6 3 (0.42%) DV Cleared
6 3 (0.42%) SANS
7 2 (0.28%) CISA
7 2 (0.28%) CISM
7 2 (0.28%) RHCE
7 2 (0.28%) RHCSA
8 1 (0.14%) BPSS Clearance
8 1 (0.14%) PMI Certification
8 1 (0.14%) PMP
Quality Assurance & Compliance
1 37 (5.20%) Data Quality
2 21 (2.95%) QA
3 3 (0.42%) PCI DSS
3 3 (0.42%) SLA
4 2 (0.28%) FedRAMP
4 2 (0.28%) MiFID
5 1 (0.14%) Dodd-Frank
5 1 (0.14%) EMIR
System Software
1 204 (28.69%) HDFS
2 98 (13.78%) Apache Flume
3 46 (6.47%) Docker
4 42 (5.91%) Apache ZooKeeper
5 10 (1.41%) Active Directory
6 3 (0.42%) 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
1 118 (16.60%) Hadoop YARN
2 111 (15.61%) Oozie
3 74 (10.41%) Ansible
4 67 (9.42%) Puppet
5 59 (8.30%) Opscode Chef
6 23 (3.23%) Terraform
7 21 (2.95%) Ambari
8 15 (2.11%) Mesos
8 15 (2.11%) Nagios
9 11 (1.55%) Kibana
10 10 (1.41%) Kubernetes
11 4 (0.56%) logstash
12 3 (0.42%) ArcSight ESM
12 3 (0.42%) Marathon
12 3 (0.42%) QRadar
12 3 (0.42%) Salt
12 3 (0.42%) Tivoli
13 1 (0.14%) Business Desktop Deployment
Vendors
1 130 (18.28%) Cloudera
2 113 (15.89%) Hortonworks
3 65 (9.14%) Tableau
4 57 (8.02%) Oracle
5 41 (5.77%) Teradata
6 32 (4.50%) Microsoft
7 31 (4.36%) Informatica
8 29 (4.08%) Red Hat
9 26 (3.66%) Ab Initio
10 25 (3.52%) Talend
11 24 (3.38%) MicroStrategy
11 24 (3.38%) Splunk
12 22 (3.09%) MapR
13 20 (2.81%) SAP
14 16 (2.25%) Cognos
15 13 (1.83%) Google
16 12 (1.69%) Nuix
17 10 (1.41%) IBM
18 8 (1.13%) Vertica
19 6 (0.84%) SaltStack
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