Period
to 23 November 2017

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 6 months to 23 November 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
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 359 370 531
Rank change year-on-year +11 +161 +128
Contract jobs citing Apache Hive 643 618 363
As % of all contract IT jobs advertised in England 0.68% 0.63% 0.35%
As % of the Database & Business Intelligence category 3.07% 2.80% 1.49%
Number of daily rates quoted 477 418 220
England median daily rate £550 £550 £550
10th Percentile £375 £400 £406
90th Percentile £700 £688 £688
UK median daily rate £550 £550 £550
Number of hourly rates quoted 3 0 3
England median hourly rate £45.00 - £33.55
UK median hourly rate £45.00 - £33.55

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

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20932 22062 24288
As % of all contract IT jobs advertised in England 22.07% 22.56% 23.39%
Number of daily rates quoted 14506 14783 16167
England median daily rate £460 £425 £413
Median daily rate % change year-on-year +8.24% +3.03% +3.13%
10th Percentile £313 £290 £275
90th Percentile £638 £600 £588
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +0.63%
Number of hourly rates quoted 265 321 387
England median hourly rate £32.00 £28.00 £27.50
Median hourly rate % change year-on-year +14.29% +1.82% +11.11%
10th Percentile £14.72 £11.25 £12.00
90th Percentile £56.29 £48.00 £52.17
UK median hourly rate £31.23 £28.00 £28.13
% change year-on-year +11.54% -0.44% +12.50%

Apache Hive
Job Vacancy Trend in England

Job postings citing Apache Hive as a percentage of all IT jobs advertised in England.

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 6 months to 23 November 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 contractor hourly rates quoted in IT 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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -45 408 £550 - 57
South East +31 112 £500 -3.66% 5
North of England +79 62 £508 -3.33% 10
Yorkshire +36 47 £525 - 7
East of England -1 28 £488 -11.36%
North West +31 21 £610 -2.40% 3
South West +6 18 £563 +37.20% 3
Midlands +25 10 £500 -4.76% 1
East Midlands -3 9 £500 +17.65%
North East +69 8 £610 -12.86%
West Midlands +29 1 £500 -9.09% 1
Apache Hive
UK

For the 6 months to 23 November 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.

1 584 (90.82%) Hadoop
2 554 (86.16%) Big Data
3 507 (78.85%) Apache Spark
4 310 (48.21%) Java
5 292 (45.41%) Python
6 268 (41.68%) Kafka
7 259 (40.28%) HBase
8 245 (38.10%) SQL
9 237 (36.86%) MapReduce
10 231 (35.93%) HDFS
11 217 (33.75%) Apache Flume
12 208 (32.35%) Agile Software Development
13 191 (29.70%) Analytics
14 190 (29.55%) Impala
15 180 (27.99%) ETL
16 173 (26.91%) Scala
17 164 (25.51%) Sqoop
18 152 (23.64%) Oozie
19 138 (21.46%) Cloudera
20 131 (20.37%) Linux
20 131 (20.37%) Finance
21 130 (20.22%) Apache Pig
22 122 (18.97%) Open Source
23 117 (18.20%) DevOps
24 113 (17.57%) Amazon AWS
24 113 (17.57%) Data Warehouse
25 111 (17.26%) Data Modelling
25 111 (17.26%) NoSQL
26 109 (16.95%) Hadoop YARN
27 107 (16.64%) Analytical Skills

Apache Hive
Co-occurring 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
1 507 (78.85%) Apache Spark
2 130 (20.22%) Apache Pig
3 76 (11.82%) Apache
4 47 (7.31%) Elasticsearch
5 41 (6.38%) SAS
6 25 (3.89%) Apache Solr
7 16 (2.49%) Tomcat
8 13 (2.02%) Cloud Foundry
8 13 (2.02%) GemFire
9 12 (1.87%) OpenStack
10 7 (1.09%) Apache Airflow
10 7 (1.09%) Jupyter
11 5 (0.78%) Confluence
12 3 (0.47%) JBoss
12 3 (0.47%) Oracle SOA Suite
12 3 (0.47%) SharePoint
12 3 (0.47%) WebSphere
13 2 (0.31%) Oracle Application Server
13 2 (0.31%) WebLogic
13 2 (0.31%) WebSphere Application Server
Applications
1 5 (0.78%) Microsoft Excel
2 4 (0.62%) Microsoft Office
3 3 (0.47%) SPSS
4 1 (0.16%) Adobe Illustrator
4 1 (0.16%) Gephi
4 1 (0.16%) GNU Octave
4 1 (0.16%) Photoshop
4 1 (0.16%) Stata
Business Applications
1 2 (0.31%) SAP CRM
Cloud Services
1 113 (17.57%) Amazon AWS
2 92 (14.31%) GitHub
3 42 (6.53%) Google Cloud Platform
4 37 (5.75%) Bluemix
4 37 (5.75%) IBM Cloud
5 30 (4.67%) Microsoft Azure
6 19 (2.95%) Amazon S3
7 15 (2.33%) Amazon EC2
7 15 (2.33%) Amazon EMR
8 13 (2.02%) PaaS
9 12 (1.87%) Google Analytics
10 10 (1.56%) Virtual Private Cloud
11 9 (1.40%) Amazon Kinesis
12 8 (1.24%) AWS Lambda
12 8 (1.24%) Serverless
13 7 (1.09%) Cloud Computing
14 6 (0.93%) SaaS
15 5 (0.78%) Azure Machine Learning
15 5 (0.78%) Slack
16 4 (0.62%) Azure Data Factory
Communications & Networking
1 32 (4.98%) Kerberos
2 15 (2.33%) LAN
3 14 (2.18%) VPN
3 14 (2.18%) WAN
4 4 (0.62%) SSL
5 3 (0.47%) Network Security
6 2 (0.31%) Internet
6 2 (0.31%) SNA
7 1 (0.16%) Broadband
7 1 (0.16%) Firewall
7 1 (0.16%) HTTP
7 1 (0.16%) LDAP
7 1 (0.16%) Multicast
Database & Business Intelligence
1 584 (90.82%) Hadoop
2 554 (86.16%) Big Data
3 259 (40.28%) HBase
4 190 (29.55%) Impala
5 164 (25.51%) Sqoop
6 113 (17.57%) Data Warehouse
7 111 (17.26%) NoSQL
8 103 (16.02%) MongoDB
9 81 (12.60%) PostgreSQL
10 70 (10.89%) Apache Cassandra
11 63 (9.80%) Relational Database
12 62 (9.64%) SQL Server
13 40 (6.22%) Data Lake
14 37 (5.75%) Amazon Redshift
14 37 (5.75%) RDBMS
15 29 (4.51%) SQL Server Integration Services
16 28 (4.35%) SQL Server 2008
17 24 (3.73%) Mahout
18 22 (3.42%) BusinessObjects
19 21 (3.27%) Data Mining
Development Applications
1 85 (13.22%) Jenkins
2 79 (12.29%) Git (software)
3 24 (3.73%) JIRA
4 22 (3.42%) JUnit
4 22 (3.42%) Talend Open Studio
5 21 (3.27%) Gradle
6 16 (2.49%) Team Foundation Server
7 15 (2.33%) IntelliJ
8 12 (1.87%) Maven
9 10 (1.56%) WebDriver
10 7 (1.09%) ERwin
10 7 (1.09%) Mockito
10 7 (1.09%) Selenium
11 6 (0.93%) Ant
12 5 (0.78%) HP UFT
12 5 (0.78%) NUnit
12 5 (0.78%) Sonatype Nexus
13 4 (0.62%) Subversion
14 3 (0.47%) ProC
14 3 (0.47%) Visual Studio
General
1 131 (20.37%) Finance
2 79 (12.29%) Banking
3 34 (5.29%) Telecoms
4 31 (4.82%) Retail
5 20 (3.11%) Marketing
6 12 (1.87%) Electronics
6 12 (1.87%) Games
7 11 (1.71%) Legal
8 10 (1.56%) Investment Banking
8 10 (1.56%) Manufacturing
9 5 (0.78%) Front Office
9 5 (0.78%) Law
9 5 (0.78%) Pharmaceutical
10 3 (0.47%) Retail Banking
11 2 (0.31%) Publishing
12 1 (0.16%) Aerospace
Job Titles
1 180 (27.99%) Developer
2 173 (26.91%) Data Engineer
3 134 (20.84%) Big Data Engineer
4 84 (13.06%) Architect
4 84 (13.06%) Big Data Developer
5 76 (11.82%) Hadoop Engineer
6 63 (9.80%) Data Architect
7 45 (7.00%) Data Scientist
8 38 (5.91%) Big Data Architect
8 38 (5.91%) Hadoop Developer
8 38 (5.91%) Java Developer
9 35 (5.44%) Java Engineer
10 32 (4.98%) Scala Developer
11 22 (3.42%) Administrator
11 22 (3.42%) Analyst
11 22 (3.42%) Consultant
11 22 (3.42%) DevOps Engineer
12 21 (3.27%) Apache Spark Developer
13 20 (3.11%) Hadoop Administrator
14 18 (2.80%) Solutions Architect
Libraries, Frameworks & Software Standards
1 268 (41.68%) Kafka
2 74 (11.51%) PySpark
3 70 (10.89%) Spark Streaming
4 56 (8.71%) Web Services
5 49 (7.62%) Spring
6 43 (6.69%) JSON
7 31 (4.82%) RESTful
8 23 (3.58%) Spring Boot
9 22 (3.42%) Akka
10 21 (3.27%) J2EE
11 20 (3.11%) Apache Avro
12 19 (2.95%) XML
13 18 (2.80%) .NET
13 18 (2.80%) Lucene
14 17 (2.64%) Hibernate
14 17 (2.64%) Play Framework
14 17 (2.64%) REST
15 16 (2.49%) Apache Camel
15 16 (2.49%) Node.js
15 16 (2.49%) Sensu
Miscellaneous
1 107 (16.64%) Analytical Skills
2 52 (8.09%) Algorithms
3 32 (4.98%) Greenfield Project
4 29 (4.51%) Replication
5 27 (4.20%) Computer Science
6 17 (2.64%) Fintech
6 17 (2.64%) Management Information System
7 16 (2.49%) Linux Command Line
8 14 (2.18%) Data Structures
8 14 (2.18%) Virtual Team
9 11 (1.71%) Enterprise Software
10 10 (1.56%) Reference Data
10 10 (1.56%) User Experience
11 8 (1.24%) Foreign Exchange (FX)
11 8 (1.24%) Market Risk
12 7 (1.09%) Data Centre
13 4 (0.62%) Digital Media
14 3 (0.47%) DataPower
14 3 (0.47%) Derivative
14 3 (0.47%) Equities
Operating Systems
1 131 (20.37%) Linux
2 103 (16.02%) Unix
3 40 (6.22%) Red Hat Enterprise Linux
4 17 (2.64%) Ubuntu
5 13 (2.02%) CentOS
6 2 (0.31%) Android
6 2 (0.31%) Apple iOS
6 2 (0.31%) Debian
6 2 (0.31%) Windows
7 1 (0.16%) Mac OS X
7 1 (0.16%) Windows Server
Processes & Methodologies
1 237 (36.86%) MapReduce
2 208 (32.35%) Agile Software Development
3 191 (29.70%) Analytics
4 180 (27.99%) ETL
5 122 (18.97%) Open Source
6 117 (18.20%) DevOps
7 111 (17.26%) Data Modelling
8 105 (16.33%) Business Intelligence
9 101 (15.71%) TDD
10 69 (10.73%) Machine Learning
11 68 (10.58%) Continuous Integration
12 66 (10.26%) Data Engineering
12 66 (10.26%) Scrum
13 63 (9.80%) BDD
14 62 (9.64%) Visualisation
15 57 (8.86%) Data Analytics
16 50 (7.78%) Software Engineering
17 48 (7.47%) Data Management
18 45 (7.00%) Data Integration
19 40 (6.22%) Data Visualisation
Programming Languages
1 310 (48.21%) Java
2 292 (45.41%) Python
3 245 (38.10%) SQL
4 173 (26.91%) Scala
5 96 (14.93%) R
6 93 (14.46%) Shell Script
7 34 (5.29%) JavaScript
8 32 (4.98%) C#
9 23 (3.58%) Bash Shell
9 23 (3.58%) PL/SQL
10 13 (2.02%) HiveQL
11 12 (1.87%) Perl
12 9 (1.40%) T-SQL
13 6 (0.93%) C
14 5 (0.78%) C++
14 5 (0.78%) TypeScript
14 5 (0.78%) VB.NET
15 4 (0.62%) Groovy
15 4 (0.62%) MATLAB
16 3 (0.47%) SAS Macro
Qualifications
1 49 (7.62%) Security Cleared
2 40 (6.22%) Degree
3 37 (5.75%) SC Cleared
4 11 (1.71%) Computer Science Degree
4 11 (1.71%) Master's Degree
5 6 (0.93%) DV Cleared
6 4 (0.62%) PhD
7 2 (0.31%) BPSS Clearance
7 2 (0.31%) CISSP
7 2 (0.31%) Numerate Degree
8 1 (0.16%) CESG Certified Professional
8 1 (0.16%) CISA
8 1 (0.16%) CISM
8 1 (0.16%) CLAS
Quality Assurance & Compliance
1 35 (5.44%) QA
2 28 (4.35%) Data Quality
3 6 (0.93%) GDPR
4 3 (0.47%) IFRS
4 3 (0.47%) IFRS 9
4 3 (0.47%) PCI DSS
5 2 (0.31%) Dodd-Frank
5 2 (0.31%) MiFID
6 1 (0.16%) Basel II
6 1 (0.16%) Basel III
6 1 (0.16%) EMIR
6 1 (0.16%) FedRAMP
6 1 (0.16%) JSP 440
6 1 (0.16%) SLA
System Software
1 231 (35.93%) HDFS
2 217 (33.75%) Apache Flume
3 36 (5.60%) Docker
4 29 (4.51%) Apache ZooKeeper
5 4 (0.62%) Active Directory
6 1 (0.16%) Oracle RAC
Systems Management
1 152 (23.64%) Oozie
2 109 (16.95%) Hadoop YARN
3 82 (12.75%) Ambari
4 41 (6.38%) Ansible
5 24 (3.73%) Kubernetes
6 18 (2.80%) Puppet
7 17 (2.64%) Prometheus
7 17 (2.64%) Terraform
8 14 (2.18%) Control-M
8 14 (2.18%) Opscode Chef
9 5 (0.78%) Mesos
10 4 (0.62%) Apache Slider
11 3 (0.47%) HP Quality Center
11 3 (0.47%) Kibana
12 1 (0.16%) Grafana
12 1 (0.16%) Graylog
12 1 (0.16%) logstash
12 1 (0.16%) Nagios
12 1 (0.16%) Packer
12 1 (0.16%) Systems Management Server (SMS)
Vendors
1 138 (21.46%) Cloudera
2 89 (13.84%) Tableau
3 77 (11.98%) Oracle
4 63 (9.80%) Hortonworks
5 56 (8.71%) Google
5 56 (8.71%) IBM
6 39 (6.07%) Informatica
7 38 (5.91%) Red Hat
8 31 (4.82%) MapR
9 26 (4.04%) SAP
10 23 (3.58%) Microsoft
11 22 (3.42%) Talend
11 22 (3.42%) Teradata
12 16 (2.49%) Splunk
13 13 (2.02%) Salesforce.com
14 9 (1.40%) Nuix
15 6 (0.93%) CA
15 6 (0.93%) MicroStrategy
15 6 (0.93%) Perforce
16 5 (0.78%) Palantir