Period
to 20 January 2018

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 20 January 2018 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
20 Jan 2018
Same period 2017 Same period 2016
Rank 278 206 317
Rank change year-on-year -72 +111 +94
Contract jobs citing Apache Hive 407 512 320
As % of all contract IT jobs advertised in London 0.88% 1.22% 0.72%
As % of the Database & Business Intelligence category 3.72% 5.10% 3.01%
Number of daily rates quoted 313 368 222
London median daily rate £550 £550 £550
10th Percentile £407 £425 £401
90th Percentile £723 £688 £677
England median daily rate £550 £550 £550
Number of hourly rates quoted 1 3 1
London median hourly rate £82.50 £29.82 £37.50
Median hourly rate % change year-on-year +176.71% -20.49% -
10th Percentile £73.75 £27.65 £36.25
90th Percentile £91.25 £33.60 £38.75
England median hourly rate £45.00 £29.82 £33.55
% change year-on-year +50.93% -11.13% -8.08%

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 10,930 10,034 10,633
As % of all contract IT jobs advertised in London 23.70% 23.99% 24.05%
Number of daily rates quoted 8,230 7,125 7,631
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £350 £325 £310
90th Percentile £650 £638 £631
England median daily rate £470 £430 £425
% change year-on-year +9.30% +1.18% +6.25%
Number of hourly rates quoted 59 46 64
London median hourly rate £26.78 £33.25 £34.00
Median hourly rate % change year-on-year -19.47% -2.21% +20.35%
10th Percentile £17.19 £15.25 £16.00
90th Percentile £58.75 £65.00 £100.00
England median hourly rate £31.23 £27.50 £30.00
% change year-on-year +13.56% -8.33% +4.57%

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 20 January 2018.

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 6 months to 20 January 2018. 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 +14 115 £600 +15.43% 16
East London -11 12 £600 +4.35% 7
West London -33 4 £553 +12.76% 8
South London - 3 £538 -
Apache Hive
England

For the 6 months to 20 January 2018, 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.

1 367 (90.17%) Hadoop
2 342 (84.03%) Apache Spark
3 341 (83.78%) Big Data
4 215 (52.83%) Java
5 204 (50.12%) Python
6 179 (43.98%) HDFS
7 177 (43.49%) Kafka
8 161 (39.56%) HBase
9 149 (36.61%) SQL
10 144 (35.38%) Apache Flume
11 136 (33.42%) Agile Software Development
12 131 (32.19%) MapReduce
13 124 (30.47%) Scala
14 123 (30.22%) Oozie
15 97 (23.83%) Amazon AWS
15 97 (23.83%) NoSQL
16 96 (23.59%) Analytics
16 96 (23.59%) Finance
17 94 (23.10%) ETL
18 92 (22.60%) Apache Pig
19 86 (21.13%) Cloudera
20 84 (20.64%) Impala
21 83 (20.39%) DevOps
22 82 (20.15%) Hadoop YARN
23 80 (19.66%) Sqoop
24 76 (18.67%) Apache
24 76 (18.67%) Linux
25 74 (18.18%) Banking
25 74 (18.18%) MongoDB
26 73 (17.94%) Apache Cassandra

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
1 342 (84.03%) Apache Spark
2 92 (22.60%) Apache Pig
3 76 (18.67%) Apache
4 31 (7.62%) Elasticsearch
5 27 (6.63%) Apache Solr
6 19 (4.67%) SAS
7 17 (4.18%) Jupyter
8 7 (1.72%) Apache Airflow
9 6 (1.47%) Tomcat
10 5 (1.23%) nginx
11 4 (0.98%) SharePoint
12 2 (0.49%) Confluence
12 2 (0.49%) IPython
13 1 (0.25%) JBoss
13 1 (0.25%) Oracle Application Server
13 1 (0.25%) Oracle SOA Suite
13 1 (0.25%) Oracle Workflow
13 1 (0.25%) WebLogic
13 1 (0.25%) WebSphere
13 1 (0.25%) WebSphere Application Server
Applications
1 2 (0.49%) SPSS
2 1 (0.25%) Gephi
Business Applications
1 1 (0.25%) Summit
Cloud Services
1 97 (23.83%) Amazon AWS
2 46 (11.30%) GitHub
3 31 (7.62%) Bluemix
3 31 (7.62%) Google Cloud Platform
3 31 (7.62%) IBM Cloud
4 25 (6.14%) Microsoft Azure
5 17 (4.18%) Amazon S3
6 13 (3.19%) Amazon EMR
7 12 (2.95%) Amazon EC2
8 7 (1.72%) Amazon Kinesis
8 7 (1.72%) AWS Lambda
8 7 (1.72%) Serverless
8 7 (1.72%) Virtual Private Cloud
9 4 (0.98%) SaaS
10 2 (0.49%) Amazon SQS
10 2 (0.49%) Cloud Computing
10 2 (0.49%) PaaS
11 1 (0.25%) Adobe Analytics
11 1 (0.25%) Google Analytics
11 1 (0.25%) OpenShift
Communications & Networking
1 38 (9.34%) Kerberos
2 12 (2.95%) SSL
3 3 (0.74%) Internet
4 2 (0.49%) HTTP
5 1 (0.25%) Broadband
5 1 (0.25%) FTP
5 1 (0.25%) Multicast
5 1 (0.25%) SNA
Database & Business Intelligence
1 367 (90.17%) Hadoop
2 341 (83.78%) Big Data
3 161 (39.56%) HBase
4 97 (23.83%) NoSQL
5 84 (20.64%) Impala
6 80 (19.66%) Sqoop
7 74 (18.18%) MongoDB
8 73 (17.94%) Apache Cassandra
9 64 (15.72%) PostgreSQL
10 63 (15.48%) Data Warehouse
11 53 (13.02%) Relational Database
12 34 (8.35%) RDBMS
13 28 (6.88%) SQL Server
14 26 (6.39%) Amazon Redshift
15 20 (4.91%) Mahout
16 16 (3.93%) Cloudera CDH
16 16 (3.93%) Data Lake
16 16 (3.93%) MySQL
16 16 (3.93%) Oracle Database
16 16 (3.93%) Presto
Development Applications
1 61 (14.99%) Jenkins
2 29 (7.13%) Git (software)
3 10 (2.46%) JIRA
4 9 (2.21%) WebDriver
5 8 (1.97%) JUnit
5 8 (1.97%) Subversion
6 7 (1.72%) Gradle
6 7 (1.72%) Maven
6 7 (1.72%) Selenium
7 6 (1.47%) Ant
7 6 (1.47%) Visual Studio
8 5 (1.23%) GitLab
8 5 (1.23%) HP UFT
8 5 (1.23%) Team Foundation Server
8 5 (1.23%) TeamCity
8 5 (1.23%) Visual Studio Team System
9 4 (0.98%) NUnit
10 2 (0.49%) Mockito
10 2 (0.49%) ProC
10 2 (0.49%) Vagrant
General
1 96 (23.59%) Finance
2 74 (18.18%) Banking
3 27 (6.63%) Retail
4 18 (4.42%) Telecoms
5 16 (3.93%) Investment Banking
6 14 (3.44%) Marketing
7 10 (2.46%) Games
8 4 (0.98%) Advertising
8 4 (0.98%) Front Office
8 4 (0.98%) Law
9 3 (0.74%) Automotive
9 3 (0.74%) French Language
9 3 (0.74%) Manufacturing
10 2 (0.49%) Legal
10 2 (0.49%) Publishing
10 2 (0.49%) Retail Banking
11 1 (0.25%) Aerospace
11 1 (0.25%) Back Office
11 1 (0.25%) Electronics
11 1 (0.25%) Pharmaceutical
Job Titles
1 114 (28.01%) Data Engineer
2 109 (26.78%) Developer
3 89 (21.87%) Big Data Engineer
4 65 (15.97%) Big Data Developer
5 50 (12.29%) Architect
6 44 (10.81%) Hadoop Engineer
7 42 (10.32%) Data Architect
8 30 (7.37%) Big Data Architect
9 29 (7.13%) Consultant
9 29 (7.13%) Java Engineer
10 25 (6.14%) Scala Developer
11 24 (5.90%) Data Scientist
12 22 (5.41%) Hadoop Developer
13 17 (4.18%) Java Developer
14 16 (3.93%) Apache Spark Developer
15 15 (3.69%) Senior Hadoop Engineer
15 15 (3.69%) Senior Java Engineer
16 14 (3.44%) Administrator
16 14 (3.44%) Data Consultant
17 12 (2.95%) Senior Developer
Libraries, Frameworks & Software Standards
1 177 (43.49%) Kafka
2 72 (17.69%) PySpark
3 25 (6.14%) Web Services
4 22 (5.41%) scikit-learn
5 20 (4.91%) Akka
5 20 (4.91%) Spark Streaming
5 20 (4.91%) Spring
6 18 (4.42%) Apache Avro
7 16 (3.93%) Pandas
7 16 (3.93%) TensorFlow
8 15 (3.69%) Seaborn
9 14 (3.44%) Matplotlib
9 14 (3.44%) NumPy
10 13 (3.19%) JSON
10 13 (3.19%) Lucene
10 13 (3.19%) Natural Language Processing
10 13 (3.19%) React
11 12 (2.95%) .NET
11 12 (2.95%) Hibernate
11 12 (2.95%) XML
Miscellaneous
1 55 (13.51%) Analytical Skills
2 33 (8.11%) Algorithms
3 23 (5.65%) Computer Science
4 15 (3.69%) Replication
5 12 (2.95%) Fintech
6 10 (2.46%) Greenfield Project
7 8 (1.97%) Market Risk
8 6 (1.47%) Data Centre
8 6 (1.47%) Foreign Exchange (FX)
9 5 (1.23%) Data Structures
10 4 (0.98%) Enterprise Software
10 4 (0.98%) Social Network
11 3 (0.74%) Credit Derivative
11 3 (0.74%) Derivative
11 3 (0.74%) Equities
11 3 (0.74%) Over-the-Top Content
12 2 (0.49%) DataPower
12 2 (0.49%) Mobile App
12 2 (0.49%) Reference Data
12 2 (0.49%) User Experience
Operating Systems
1 76 (18.67%) Linux
2 36 (8.85%) Unix
3 31 (7.62%) Red Hat Enterprise Linux
4 7 (1.72%) CentOS
5 4 (0.98%) Ubuntu
6 2 (0.49%) Windows
7 1 (0.25%) Debian
7 1 (0.25%) Windows Server
7 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 136 (33.42%) Agile Software Development
2 131 (32.19%) MapReduce
3 96 (23.59%) Analytics
4 94 (23.10%) ETL
5 83 (20.39%) DevOps
6 71 (17.44%) Open Source
7 64 (15.72%) TDD
8 61 (14.99%) Data Engineering
8 61 (14.99%) Machine Learning
9 58 (14.25%) Data Modelling
10 54 (13.27%) Business Intelligence
11 46 (11.30%) BDD
12 38 (9.34%) Scrum
13 34 (8.35%) Data Analytics
14 33 (8.11%) Continuous Integration
15 31 (7.62%) Data Management
16 30 (7.37%) Data Integration
17 29 (7.13%) Software Engineering
18 24 (5.90%) Statistics
19 23 (5.65%) Test Automation
Programming Languages
1 215 (52.83%) Java
2 204 (50.12%) Python
3 149 (36.61%) SQL
4 124 (30.47%) Scala
5 47 (11.55%) R
6 36 (8.85%) JavaScript
7 33 (8.11%) Shell Script
8 22 (5.41%) PL/SQL
9 20 (4.91%) C#
10 13 (3.19%) Bash Shell
11 10 (2.46%) Perl
12 6 (1.47%) C
12 6 (1.47%) T-SQL
13 5 (1.23%) C++
13 5 (1.23%) TypeScript
14 4 (0.98%) VB.NET
15 3 (0.74%) Groovy
15 3 (0.74%) HiveQL
16 2 (0.49%) PROC SQL
16 2 (0.49%) SAS Macro
Qualifications
1 22 (5.41%) Degree
2 10 (2.46%) Computer Science Degree
3 7 (1.72%) Master's Degree
4 4 (0.98%) PhD
5 3 (0.74%) Numerate Degree
5 3 (0.74%) Security Cleared
6 1 (0.25%) PRINCE2 Certification
6 1 (0.25%) SC Cleared
Quality Assurance & Compliance
1 8 (1.97%) QA
2 6 (1.47%) GDPR
3 5 (1.23%) Data Quality
4 4 (0.98%) Dodd-Frank
4 4 (0.98%) MiFID
5 3 (0.74%) EMIR
5 3 (0.74%) IFRS
5 3 (0.74%) IFRS 9
6 1 (0.25%) Basel II
6 1 (0.25%) Basel III
6 1 (0.25%) GCP
System Software
1 179 (43.98%) HDFS
2 144 (35.38%) Apache Flume
3 39 (9.58%) Docker
4 21 (5.16%) Apache ZooKeeper
5 12 (2.95%) Active Directory
Systems Management
1 123 (30.22%) Oozie
2 82 (20.15%) Hadoop YARN
3 70 (17.20%) Ambari
4 21 (5.16%) Ansible
5 18 (4.42%) Kubernetes
6 12 (2.95%) Apache Slider
6 12 (2.95%) Opscode Chef
7 11 (2.70%) Puppet
8 9 (2.21%) Terraform
9 6 (1.47%) HP Quality Center
10 5 (1.23%) Salt
11 2 (0.49%) Mesos
12 1 (0.25%) Docker Swarm
12 1 (0.25%) Nagios
12 1 (0.25%) Packer
12 1 (0.25%) Prometheus
Vendors
1 86 (21.13%) Cloudera
2 64 (15.72%) Oracle
3 57 (14.00%) Hortonworks
3 57 (14.00%) Tableau
4 32 (7.86%) IBM
5 31 (7.62%) MapR
6 27 (6.63%) Google
7 18 (4.42%) Informatica
8 14 (3.44%) Microsoft
9 13 (3.19%) Talend
10 11 (2.70%) Teradata
11 9 (2.21%) SAP
12 7 (1.72%) Cognos
13 6 (1.47%) Ab Initio
13 6 (1.47%) HP
13 6 (1.47%) Perforce
14 5 (1.23%) Alteryx
14 5 (1.23%) SaltStack
15 4 (0.98%) MicroStrategy
15 4 (0.98%) Red Hat