The following table provides summary statistics for contract job vacancies advertised in London 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 29 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.

Apache Hive
England / London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 194 236 317
Rank change year-on-year +42 +81  
Contract jobs citing Apache Hive 237 218 89
As % of all contract IT jobs advertised in London 1.21% 0.97% 0.42%
As % of the Database & Business Intelligence category 4.83% 4.01% 1.74%
Number of daily rates quoted 168 158 75
Median daily rate £525 £550 £550
Median daily rate % change year-on-year -4.54% -  
90% offered a daily rate of more than £425 £400 £388
10% offered a daily rate of more than £650 £650 £725
UK excluding London median daily rate £450 £675 £468
% change year-on-year -33.33% +44.38%  
Number of hourly rates quoted 1 0 0
Median hourly rate £29.82 - -
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 London with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
London
Contract job vacancies with a requirement for database and business intelligence skills 4903 5431 5120
As % of all contract IT job vacancies advertised in London 25.06% 24.20% 24.06%
Number of daily rates quoted 3554 3905 3551
Median daily rate £490 £475 £450
Median daily rate % change year-on-year +3.15% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £625 £620 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 18 36 40
Median hourly rate £30.00 £43.00 £22.83
Median hourly rate % change year-on-year -30.23% +88.34%  
90% offered a hourly rate of more than £17.80 £18.00 £14.70
10% offered a hourly rate of more than £109.50 £50.00 £55.00
UK excluding London median hourly rate £34.24 £32.50 £32.50
% change year-on-year +5.35% -  

Apache Hive
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Apache Hive
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Hive in London over the 3 months to 29 March 2017.

Contractor daily rate histogram for Apache Hive in London

Apache Hive
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Apache Hive in London

Apache Hive
Contract Job Locations in London

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 London region over the 3 months to 29 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
City of London -12 33 £468 -12.00% 7
Thornton Heath - 1 £525 -
Heathrow - 1 £425 -
Apache Hive
England

For the 6 months to 29 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 London region with a requirement for Apache Hive.

1 504 (93.51%) Hadoop
2 449 (83.30%) Big Data
3 371 (68.83%) Apache Spark
4 288 (53.43%) Python
5 278 (51.58%) Java
6 249 (46.20%) Scala
7 210 (38.96%) Kafka
8 201 (37.29%) Apache Pig
9 193 (35.81%) HBase
10 186 (34.51%) SQL
11 155 (28.76%) MapReduce
12 154 (28.57%) Linux
13 151 (28.01%) Agile Software Development
14 146 (27.09%) HDFS
15 136 (25.23%) R
16 129 (23.93%) Analytics
17 128 (23.75%) Finance
18 125 (23.19%) Amazon AWS
19 115 (21.34%) DevOps
20 113 (20.96%) NoSQL
21 111 (20.59%) ETL
22 106 (19.67%) Banking
23 95 (17.63%) Hadoop YARN
24 94 (17.44%) Analytical Skills
25 92 (17.07%) Apache Cassandra
26 88 (16.33%) Data Warehouse
27 86 (15.96%) Sqoop
28 84 (15.58%) MongoDB
29 82 (15.21%) Cloudera
29 82 (15.21%) Impala

Apache Hive
Co-occurring IT Skills in London 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
1 371 (68.83%) Apache Spark
2 201 (37.29%) Apache Pig
3 72 (13.36%) Apache
4 58 (10.76%) Elasticsearch
5 35 (6.49%) Apache Solr
6 30 (5.57%) SAS
7 5 (0.93%) Jupyter
8 4 (0.74%) Confluence
9 3 (0.56%) Apache Airflow
9 3 (0.56%) Oracle SOA Suite
10 2 (0.37%) JBoss
10 2 (0.37%) Tomcat
10 2 (0.37%) WebSphere
11 1 (0.19%) Adobe Experience Manager
11 1 (0.19%) Cloud Foundry
11 1 (0.19%) CMS
11 1 (0.19%) DataSynapse
11 1 (0.19%) IPython
11 1 (0.19%) Mule
11 1 (0.19%) Oracle Coherence
Applications
1 15 (2.78%) MS Excel
2 12 (2.23%) SPSS
3 3 (0.56%) Weka
4 1 (0.19%) MS Office
4 1 (0.19%) Stata
Business Applications
1 3 (0.56%) SAP Oil and Gas
Cloud Services
1 125 (23.19%) Amazon AWS
2 39 (7.24%) Amazon EMR
3 35 (6.49%) Cloud Computing
4 27 (5.01%) Amazon EC2
5 26 (4.82%) Amazon S3
6 22 (4.08%) Microsoft Azure
7 17 (3.15%) Amazon Kinesis
8 14 (2.60%) GitHub
9 11 (2.04%) Virtual Private Cloud
10 10 (1.86%) Google Cloud Platform
11 8 (1.48%) AWS Data Pipeline
12 4 (0.74%) Amazon SQS
12 4 (0.74%) AWS Lambda
13 3 (0.56%) IBM Cloud
13 3 (0.56%) SaaS
14 2 (0.37%) PaaS
15 1 (0.19%) Amazon Glacier
15 1 (0.19%) IaaS
Communications & Networking
1 31 (5.75%) Kerberos
2 20 (3.71%) LDAP
3 8 (1.48%) HTTP
4 7 (1.30%) Internet
5 6 (1.11%) SSL
6 3 (0.56%) FTP
7 2 (0.37%) Network Security
8 1 (0.19%) LAN
8 1 (0.19%) Skype
8 1 (0.19%) SMS
8 1 (0.19%) SNA
8 1 (0.19%) TCP/IP
8 1 (0.19%) WAN
Database & Business Intelligence
1 504 (93.51%) Hadoop
2 449 (83.30%) Big Data
3 193 (35.81%) HBase
4 113 (20.96%) NoSQL
5 92 (17.07%) Apache Cassandra
6 88 (16.33%) Data Warehouse
7 86 (15.96%) Sqoop
8 84 (15.58%) MongoDB
9 82 (15.21%) Impala
10 71 (13.17%) Relational Database
11 56 (10.39%) QlikView
12 53 (9.83%) PostgreSQL
13 50 (9.28%) SQL Server
14 32 (5.94%) Data Lake
15 29 (5.38%) Neo4j
16 28 (5.19%) Amazon Redshift
17 26 (4.82%) RDBMS
18 23 (4.27%) BusinessObjects
18 23 (4.27%) MySQL
18 23 (4.27%) SQL Server Integration Services
Development Applications
1 74 (13.73%) Git (software)
2 56 (10.39%) Jenkins
3 40 (7.42%) JIRA
4 31 (5.75%) Maven
5 20 (3.71%) Talend Open Studio
6 11 (2.04%) WebDriver
7 10 (1.86%) JUnit
8 9 (1.67%) Mockito
9 8 (1.48%) Atlassian Bamboo
10 7 (1.30%) Subversion
11 4 (0.74%) ERwin
12 3 (0.56%) Gradle
12 3 (0.56%) Hudson
12 3 (0.56%) Sonatype Nexus
12 3 (0.56%) TeamCity
13 2 (0.37%) Apache Continuum
13 2 (0.37%) Artifactory
13 2 (0.37%) GoCD
13 2 (0.37%) SonarQube
13 2 (0.37%) Vagrant
General
1 128 (23.75%) Finance
2 106 (19.67%) Banking
3 37 (6.86%) Marketing
4 33 (6.12%) Retail
5 25 (4.64%) Investment Banking
6 22 (4.08%) Front Office
7 15 (2.78%) Corporate Banking
8 14 (2.60%) Retail Banking
9 13 (2.41%) Telecoms
10 8 (1.48%) Games
11 7 (1.30%) Legal
12 6 (1.11%) Financial Institution
13 4 (0.74%) Law
14 3 (0.56%) Electronics
14 3 (0.56%) Manufacturing
15 2 (0.37%) Billing
16 1 (0.19%) Advertising
16 1 (0.19%) Aerospace
16 1 (0.19%) Publishing
Job Titles
1 143 (26.53%) Developer
2 130 (24.12%) Data Engineer
3 120 (22.26%) Big Data Engineer
4 65 (12.06%) Big Data Developer
5 62 (11.50%) DevOps Engineer
6 61 (11.32%) Architect
7 60 (11.13%) Hadoop Engineer
8 52 (9.65%) Data Architect
9 45 (8.35%) Hadoop Developer
10 39 (7.24%) Java Developer
11 38 (7.05%) Administrator
12 37 (6.86%) Data Scientist
13 36 (6.68%) AWS Engineer
14 35 (6.49%) Big Data Architect
15 34 (6.31%) Hadoop Administrator
16 30 (5.57%) Scala Developer
17 29 (5.38%) Analyst
18 27 (5.01%) AWS DevOps
19 22 (4.08%) Consultant
19 22 (4.08%) Java Engineer
Libraries, Frameworks & Software Standards
1 210 (38.96%) Kafka
2 33 (6.12%) Spring
3 30 (5.57%) Akka
3 30 (5.57%) Web Services
4 25 (4.64%) REST
5 24 (4.45%) Apache Avro
5 24 (4.45%) Hibernate
6 18 (3.34%) Lucene
7 17 (3.15%) Spark Streaming
8 16 (2.97%) JMS
8 16 (2.97%) XML
9 14 (2.60%) AngularJS
10 13 (2.41%) Cascading
10 13 (2.41%) Play Framework
11 12 (2.23%) HTML
11 12 (2.23%) JSON
12 8 (1.48%) Java EE
12 8 (1.48%) NumPy
13 7 (1.30%) .NET
13 7 (1.30%) D3.js
Miscellaneous
1 94 (17.44%) Analytical Skills
2 64 (11.87%) Algorithms
3 32 (5.94%) Computer Science
4 19 (3.53%) Data Structures
4 19 (3.53%) Management Information System
5 17 (3.15%) Credit Risk
6 11 (2.04%) Foreign Exchange (FX)
7 10 (1.86%) Grid Computing
7 10 (1.86%) Replication
8 9 (1.67%) Reference Data
9 7 (1.30%) Data Centre
10 5 (0.93%) Fintech
11 3 (0.56%) Derivative
11 3 (0.56%) Equities
11 3 (0.56%) Social Media
11 3 (0.56%) User Experience
12 2 (0.37%) Clustering
12 2 (0.37%) Distributed Denial-of-Service
12 2 (0.37%) Equity Derivative
12 2 (0.37%) Linux Command Line
Operating Systems
1 154 (28.57%) Linux
2 80 (14.84%) Unix
3 22 (4.08%) Windows
4 16 (2.97%) CentOS
5 13 (2.41%) Red Hat Enterprise Linux
6 5 (0.93%) Fedora
7 1 (0.19%) Android
7 1 (0.19%) Apple iOS
Processes & Methodologies
1 155 (28.76%) MapReduce
2 151 (28.01%) Agile Software Development
3 129 (23.93%) Analytics
4 115 (21.34%) DevOps
5 111 (20.59%) ETL
6 81 (15.03%) Machine Learning
7 70 (12.99%) Business Intelligence
8 65 (12.06%) Data Modelling
9 60 (11.13%) Visualisation
10 58 (10.76%) Open Source
11 55 (10.20%) Data Analysis
12 52 (9.65%) Continuous Integration
13 46 (8.53%) Data Engineering
14 42 (7.79%) Data Analytics
15 40 (7.42%) Data Architecture
16 36 (6.68%) Statistics
17 35 (6.49%) Stakeholder Management
18 34 (6.31%) TDD
19 31 (5.75%) Data Integration
19 31 (5.75%) E-Commerce
Programming Languages
1 288 (53.43%) Python
2 278 (51.58%) Java
3 249 (46.20%) Scala
4 186 (34.51%) SQL
5 136 (25.23%) R
6 74 (13.73%) Bash Shell
7 53 (9.83%) Perl
8 41 (7.61%) Shell Script
9 25 (4.64%) JavaScript
10 24 (4.45%) C++
11 21 (3.90%) C#
12 19 (3.53%) Ruby
13 18 (3.34%) T-SQL
14 8 (1.48%) MATLAB
15 7 (1.30%) C
15 7 (1.30%) PL/SQL
16 5 (0.93%) PHP
17 3 (0.56%) CQL
18 2 (0.37%) Haskell
18 2 (0.37%) Korn
Qualifications
1 54 (10.02%) Degree
2 12 (2.23%) PhD
3 8 (1.48%) Security Cleared
4 5 (0.93%) SC Cleared
5 2 (0.37%) CISA
5 2 (0.37%) CISM
5 2 (0.37%) CISSP
5 2 (0.37%) RHCE
5 2 (0.37%) RHCSA
6 1 (0.19%) DV Cleared
6 1 (0.19%) PMI Certification
6 1 (0.19%) PMP
Quality Assurance & Compliance
1 29 (5.38%) Data Quality
2 15 (2.78%) QA
3 3 (0.56%) PCI DSS
4 2 (0.37%) FedRAMP
4 2 (0.37%) MiFID
5 1 (0.19%) Dodd-Frank
5 1 (0.19%) EMIR
5 1 (0.19%) SLA
System Software
1 146 (27.09%) HDFS
2 78 (14.47%) Apache Flume
3 42 (7.79%) Docker
4 33 (6.12%) Apache ZooKeeper
5 6 (1.11%) Active Directory
6 2 (0.37%) Oracle RAC
6 2 (0.37%) Virtual Machines
7 1 (0.19%) Cronacle
Systems Management
1 95 (17.63%) Hadoop YARN
2 76 (14.10%) Oozie
3 59 (10.95%) Ansible
4 53 (9.83%) Puppet
5 47 (8.72%) Opscode Chef
6 21 (3.90%) Terraform
7 18 (3.34%) Ambari
8 15 (2.78%) Mesos
9 10 (1.86%) Kubernetes
10 7 (1.30%) Kibana
11 6 (1.11%) Nagios
12 4 (0.74%) logstash
13 2 (0.37%) Marathon
13 2 (0.37%) Tivoli
14 1 (0.19%) Business Desktop Deployment
Vendors
1 82 (15.21%) Cloudera
2 81 (15.03%) Hortonworks
3 61 (11.32%) Tableau
4 49 (9.09%) Oracle
5 36 (6.68%) Teradata
6 30 (5.57%) Microsoft
7 22 (4.08%) Informatica
8 20 (3.71%) Talend
9 16 (2.97%) Cognos
9 16 (2.97%) Red Hat
9 16 (2.97%) SAP
10 14 (2.60%) MapR
11 11 (2.04%) Google
11 11 (2.04%) Splunk
12 10 (1.86%) Ab Initio
13 9 (1.67%) MicroStrategy
14 8 (1.48%) Nuix
15 7 (1.30%) Vertica
16 5 (0.93%) IBM
16 5 (0.93%) Sybase
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