Period
to 18 November 2017

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 6 months to 18 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
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 286 251 358
Rank change year-on-year -35 +107 +97
Contract jobs citing Apache Hive 410 448 276
As % of all contract IT jobs advertised in London 0.88% 0.99% 0.59%
As % of the Database & Business Intelligence category 3.71% 4.26% 2.43%
Number of daily rates quoted 305 329 191
London median daily rate £550 £550 £550
10th Percentile £400 £425 £406
90th Percentile £725 £675 £688
England median daily rate £545 £550 £550
% change year-on-year -0.91% - +10.00%
Number of hourly rates quoted 0 0 1
London median hourly rate - - £37.50
England 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11052 10525 11362
As % of all contract IT jobs advertised in London 23.75% 23.27% 24.09%
Number of daily rates quoted 8198 7480 8089
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £353 £320 £300
90th Percentile £660 £638 £625
England median daily rate £455 £425 £413
% change year-on-year +7.06% +3.03% +3.13%
Number of hourly rates quoted 59 38 77
London median hourly rate £26.61 £30.94 £22.50
Median hourly rate % change year-on-year -14.01% +37.51% -14.29%
10th Percentile £18.20 £15.25 £14.90
90th Percentile £58.75 £86.23 £88.00
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

Apache Hive
Job Vacancy Trend in London

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

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 6 months to 18 November 2017.

Contractor daily rate histogram 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 6 months to 18 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
Central London +46 113 £625 +19.05% 5
East London -5 10 £575 +2.22% 2
West London -7 6 £500 +5.26% 1
South London - 3 £538 -
Apache Hive
England

For the 6 months to 18 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 London region with a requirement for Apache Hive.

1 370 (90.24%) Hadoop
2 367 (89.51%) Big Data
3 330 (80.49%) Apache Spark
4 241 (58.78%) Java
5 209 (50.98%) Python
6 162 (39.51%) HDFS
7 161 (39.27%) Kafka
8 148 (36.10%) SQL
9 144 (35.12%) HBase
10 133 (32.44%) MapReduce
10 133 (32.44%) Agile Software Development
11 126 (30.73%) Apache Flume
12 123 (30.00%) Scala
13 107 (26.10%) Oozie
14 101 (24.63%) Analytics
15 98 (23.90%) Amazon AWS
16 96 (23.41%) Impala
17 94 (22.93%) Finance
18 88 (21.46%) DevOps
18 88 (21.46%) Apache Pig
19 86 (20.98%) NoSQL
20 81 (19.76%) ETL
21 79 (19.27%) Open Source
22 76 (18.54%) Cloudera
23 75 (18.29%) TDD
24 74 (18.05%) Hadoop YARN
25 73 (17.80%) MongoDB
26 72 (17.56%) Analytical Skills
27 70 (17.07%) Sqoop
28 68 (16.59%) R

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
1 330 (80.49%) Apache Spark
2 88 (21.46%) Apache Pig
3 59 (14.39%) Apache
4 40 (9.76%) Elasticsearch
5 21 (5.12%) Apache Solr
6 17 (4.15%) SAS
7 7 (1.71%) Apache Airflow
8 4 (0.98%) Jupyter
9 2 (0.49%) Confluence
9 2 (0.49%) JBoss
9 2 (0.49%) Tomcat
9 2 (0.49%) WebSphere
10 1 (0.24%) Mule
10 1 (0.24%) OpenStack
10 1 (0.24%) Oracle Application Server
10 1 (0.24%) Oracle SOA Suite
10 1 (0.24%) Oracle Workflow
10 1 (0.24%) SharePoint
10 1 (0.24%) WebLogic
10 1 (0.24%) WebSphere Application Server
Applications
1 2 (0.49%) Microsoft Excel
1 2 (0.49%) Microsoft Office
2 1 (0.24%) Gephi
2 1 (0.24%) SPSS
2 1 (0.24%) Stata
Cloud Services
1 98 (23.90%) Amazon AWS
2 46 (11.22%) GitHub
3 32 (7.80%) Bluemix
3 32 (7.80%) IBM Cloud
4 31 (7.56%) Google Cloud Platform
5 20 (4.88%) Microsoft Azure
6 16 (3.90%) Amazon S3
7 15 (3.66%) Amazon EC2
8 12 (2.93%) Amazon EMR
9 11 (2.68%) Virtual Private Cloud
10 8 (1.95%) AWS Lambda
10 8 (1.95%) Serverless
11 7 (1.71%) Amazon Kinesis
11 7 (1.71%) Cloud Computing
11 7 (1.71%) SaaS
12 2 (0.49%) Amazon SQS
13 1 (0.24%) Adobe Analytics
13 1 (0.24%) BIME
13 1 (0.24%) Cortana Intelligence Suite
13 1 (0.24%) Google Analytics
Communications & Networking
1 23 (5.61%) Kerberos
2 3 (0.73%) Network Security
2 3 (0.73%) SSL
3 2 (0.49%) Internet
3 2 (0.49%) SNA
4 1 (0.24%) Broadband
4 1 (0.24%) HTTP
4 1 (0.24%) LAN
4 1 (0.24%) Multicast
4 1 (0.24%) VPN
4 1 (0.24%) WAN
Database & Business Intelligence
1 370 (90.24%) Hadoop
2 367 (89.51%) Big Data
3 144 (35.12%) HBase
4 96 (23.41%) Impala
5 86 (20.98%) NoSQL
6 73 (17.80%) MongoDB
7 70 (17.07%) Sqoop
8 63 (15.37%) Apache Cassandra
9 61 (14.88%) PostgreSQL
10 54 (13.17%) Data Warehouse
11 48 (11.71%) Relational Database
12 30 (7.32%) Amazon Redshift
13 29 (7.07%) RDBMS
14 20 (4.88%) Data Mining
14 20 (4.88%) SQL Server
15 18 (4.39%) BigQuery
16 17 (4.15%) Amazon DynamoDB
16 17 (4.15%) Neo4j
16 17 (4.15%) Oracle Database
17 16 (3.90%) Oracle ODI
Development Applications
1 59 (14.39%) Jenkins
2 32 (7.80%) Git (software)
3 15 (3.66%) JIRA
4 13 (3.17%) JUnit
5 11 (2.68%) Maven
5 11 (2.68%) Mockito
6 9 (2.20%) WebDriver
7 7 (1.71%) Gradle
7 7 (1.71%) Selenium
8 6 (1.46%) Ant
8 6 (1.46%) NUnit
9 5 (1.22%) HP UFT
9 5 (1.22%) Talend Open Studio
10 4 (0.98%) Eclipse
11 3 (0.73%) Subversion
12 2 (0.49%) Atlassian Bamboo
12 2 (0.49%) IntelliJ
12 2 (0.49%) ProC
12 2 (0.49%) Sonatype Nexus
13 1 (0.24%) GoCD
General
1 94 (22.93%) Finance
2 65 (15.85%) Banking
3 25 (6.10%) Retail
4 15 (3.66%) Telecoms
5 12 (2.93%) Marketing
6 10 (2.44%) Investment Banking
7 9 (2.20%) Games
7 9 (2.20%) Legal
8 6 (1.46%) Front Office
8 6 (1.46%) Law
9 5 (1.22%) Electronics
9 5 (1.22%) Manufacturing
10 2 (0.49%) Pharmaceutical
10 2 (0.49%) Publishing
11 1 (0.24%) Aerospace
11 1 (0.24%) Retail Banking
Job Titles
1 129 (31.46%) Developer
2 115 (28.05%) Data Engineer
3 92 (22.44%) Big Data Engineer
4 74 (18.05%) Big Data Developer
5 48 (11.71%) Architect
5 48 (11.71%) Hadoop Engineer
6 37 (9.02%) Data Architect
7 33 (8.05%) Data Scientist
8 29 (7.07%) Java Developer
8 29 (7.07%) Java Engineer
8 29 (7.07%) Scala Developer
9 28 (6.83%) Hadoop Developer
10 24 (5.85%) Big Data Architect
11 20 (4.88%) Apache Spark Developer
12 17 (4.15%) Consultant
13 15 (3.66%) Senior Hadoop Engineer
14 14 (3.41%) Senior Java Engineer
15 11 (2.68%) Data Consultant
16 10 (2.44%) Analyst
16 10 (2.44%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 161 (39.27%) Kafka
2 64 (15.61%) PySpark
3 32 (7.80%) Spring
4 30 (7.32%) Web Services
5 25 (6.10%) JSON
6 21 (5.12%) Akka
7 20 (4.88%) Spark Streaming
8 18 (4.39%) Hibernate
8 18 (4.39%) Lucene
9 16 (3.90%) Play Framework
10 14 (3.41%) Apache Avro
10 14 (3.41%) Natural Language Processing
11 13 (3.17%) Node.js
11 13 (3.17%) REST
12 11 (2.68%) JMS
13 10 (2.44%) .NET
13 10 (2.44%) AngularJS
13 10 (2.44%) Cascading
13 10 (2.44%) RabbitMQ
13 10 (2.44%) scikit-learn
Miscellaneous
1 72 (17.56%) Analytical Skills
2 52 (12.68%) Algorithms
3 25 (6.10%) Computer Science
4 16 (3.90%) Fintech
4 16 (3.90%) Replication
5 14 (3.41%) Greenfield Project
6 13 (3.17%) Data Structures
7 8 (1.95%) Foreign Exchange (FX)
7 8 (1.95%) Market Risk
7 8 (1.95%) Reference Data
8 7 (1.71%) Management Information System
9 6 (1.46%) Data Centre
9 6 (1.46%) Enterprise Software
10 5 (1.22%) User Experience
11 4 (0.98%) Digital Media
12 3 (0.73%) Credit Derivative
12 3 (0.73%) Derivative
12 3 (0.73%) Equities
13 2 (0.49%) Clustering
13 2 (0.49%) Social Network
Operating Systems
1 67 (16.34%) Linux
2 50 (12.20%) Unix
3 14 (3.41%) Red Hat Enterprise Linux
4 10 (2.44%) CentOS
5 3 (0.73%) Ubuntu
6 2 (0.49%) Android
6 2 (0.49%) Apple iOS
6 2 (0.49%) Windows
7 1 (0.24%) Mac OS X
7 1 (0.24%) Windows Server
Processes & Methodologies
1 133 (32.44%) Agile Software Development
1 133 (32.44%) MapReduce
2 101 (24.63%) Analytics
3 88 (21.46%) DevOps
4 81 (19.76%) ETL
5 79 (19.27%) Open Source
6 75 (18.29%) TDD
7 65 (15.85%) Data Modelling
8 59 (14.39%) Business Intelligence
9 57 (13.90%) BDD
10 56 (13.66%) Machine Learning
11 52 (12.68%) Data Engineering
12 39 (9.51%) Scrum
13 37 (9.02%) Visualisation
14 32 (7.80%) Data Analytics
15 31 (7.56%) Continuous Integration
16 30 (7.32%) Data Integration
17 29 (7.07%) Data Management
17 29 (7.07%) Software Engineering
18 28 (6.83%) Mathematics
Programming Languages
1 241 (58.78%) Java
2 209 (50.98%) Python
3 148 (36.10%) SQL
4 123 (30.00%) Scala
5 68 (16.59%) R
6 35 (8.54%) Shell Script
7 34 (8.29%) JavaScript
8 27 (6.59%) C#
9 21 (5.12%) Bash Shell
10 20 (4.88%) PL/SQL
11 12 (2.93%) Perl
12 8 (1.95%) T-SQL
13 6 (1.46%) TypeScript
13 6 (1.46%) VB.NET
14 4 (0.98%) HiveQL
15 3 (0.73%) C++
15 3 (0.73%) Groovy
15 3 (0.73%) Ruby
16 2 (0.49%) COBOL
16 2 (0.49%) VB
Qualifications
1 24 (5.85%) Degree
2 18 (4.39%) Security Cleared
3 14 (3.41%) SC Cleared
4 11 (2.68%) Master's Degree
5 10 (2.44%) Computer Science Degree
6 3 (0.73%) PhD
7 2 (0.49%) BPSS Clearance
7 2 (0.49%) DV Cleared
7 2 (0.49%) Numerate Degree
8 1 (0.24%) CISA
8 1 (0.24%) CISM
8 1 (0.24%) CISSP
Quality Assurance & Compliance
1 12 (2.93%) Data Quality
2 6 (1.46%) QA
3 3 (0.73%) IFRS
3 3 (0.73%) IFRS 9
4 2 (0.49%) Dodd-Frank
4 2 (0.49%) GDPR
4 2 (0.49%) MiFID
5 1 (0.24%) Basel III
5 1 (0.24%) EMIR
5 1 (0.24%) FedRAMP
5 1 (0.24%) PCI DSS
5 1 (0.24%) SLA
System Software
1 162 (39.51%) HDFS
2 126 (30.73%) Apache Flume
3 28 (6.83%) Docker
4 13 (3.17%) Apache ZooKeeper
5 1 (0.24%) Active Directory
5 1 (0.24%) Oracle RAC
Systems Management
1 107 (26.10%) Oozie
2 74 (18.05%) Hadoop YARN
3 60 (14.63%) Ambari
4 19 (4.63%) Ansible
4 19 (4.63%) Kubernetes
5 16 (3.90%) Terraform
6 14 (3.41%) Puppet
7 13 (3.17%) Opscode Chef
8 3 (0.73%) Apache Slider
8 3 (0.73%) HP Quality Center
8 3 (0.73%) Mesos
9 2 (0.49%) Control-M
9 2 (0.49%) Prometheus
10 1 (0.24%) Docker Swarm
10 1 (0.24%) Kibana
10 1 (0.24%) logstash
10 1 (0.24%) Nagios
10 1 (0.24%) Packer
Vendors
1 76 (18.54%) Cloudera
2 59 (14.39%) Oracle
3 57 (13.90%) Tableau
4 35 (8.54%) Hortonworks
5 34 (8.29%) IBM
6 32 (7.80%) Google
7 18 (4.39%) MapR
8 14 (3.41%) Splunk
9 10 (2.44%) SAP
9 10 (2.44%) Teradata
10 8 (1.95%) Informatica
11 7 (1.71%) Microsoft
11 7 (1.71%) Nuix
12 6 (1.46%) Perforce
13 5 (1.22%) Palantir
13 5 (1.22%) Talend
14 3 (0.73%) Cognos
14 3 (0.73%) HP
14 3 (0.73%) Red Hat
15 2 (0.49%) MicroStrategy