Period
to 20 October 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 October 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 Oct 2018
Same period 2017 Same period 2016
Rank 265 281 306
Rank change year-on-year +16 +25 +73
Contract jobs citing Apache Hive 463 414 378
As % of all contract IT jobs advertised in London 1.01% 0.92% 0.85%
As % of the Database & Business Intelligence category 4.08% 3.89% 3.68%
Number of daily rates quoted 344 309 294
London median daily rate £550 £550 £550
10th Percentile £450 £400 £425
90th Percentile £734 £725 £696
England median daily rate £550 £525 £548
% change year-on-year +4.76% -4.11% -0.45%
Number of hourly rates quoted 3 0 0
London median hourly rate £45.00 - -
England median hourly rate £45.00 £45.00 -

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 11,352 10,638 10,262
As % of all contract IT jobs advertised in London 24.82% 23.61% 23.00%
Number of daily rates quoted 8,436 7,816 7,342
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £350 £313
90th Percentile £675 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 52 54 40
London median hourly rate £27.50 £26.88 £35.00
Median hourly rate % change year-on-year +2.30% -23.19% +55.56%
10th Percentile £16.55 £18.56 £15.25
90th Percentile £47.73 £58.75 £108.75
England median hourly rate £32.48 £30.50 £28.50
% change year-on-year +6.48% +7.02% +3.64%

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 October 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
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing Apache Hive in London over the 6 months to 20 October 2018.

Contractor hourly 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 20 October 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 -6 112 £575 -8.00% 12
South London +5 34 £525 -2.33%
East London -5 22 £500 -13.04% 2
West London 0 11 £550 +10.00% 6
North London - 1 £625 -
Apache Hive
England

For the 6 months to 20 October 2018, IT contractor jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Apache Hive.

1 439 (94.82%) Hadoop
2 385 (83.15%) Big Data
3 312 (67.39%) Apache Spark
4 254 (54.86%) Python
5 221 (47.73%) Kafka
6 218 (47.08%) SQL
7 213 (46.00%) Agile Software Development
8 206 (44.49%) Java
9 158 (34.13%) HDFS
10 156 (33.69%) Scala
11 153 (33.05%) HBase
12 149 (32.18%) Amazon AWS
13 141 (30.45%) ETL
14 135 (29.16%) Hadoop YARN
15 134 (28.94%) Scrum
16 130 (28.08%) Impala
17 125 (27.00%) Data Science
18 122 (26.35%) Jenkins
19 121 (26.13%) Finance
20 119 (25.70%) Cloudera
21 117 (25.27%) Analytics
22 107 (23.11%) Sqoop
23 106 (22.89%) Unix
24 100 (21.60%) Oozie
25 97 (20.95%) Data Modelling
26 96 (20.73%) SQL Server
27 91 (19.65%) Data Warehouse
27 91 (19.65%) Linux
28 87 (18.79%) Machine Learning
29 86 (18.57%) Ansible

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
1 312 (67.39%) Apache Spark
2 67 (14.47%) Apache
2 67 (14.47%) Apache Pig
2 67 (14.47%) Elasticsearch
3 37 (7.99%) Apache Solr
4 23 (4.97%) SAS
5 8 (1.73%) Confluence
6 7 (1.51%) Apache Airflow
7 3 (0.65%) Luigi
8 2 (0.43%) Tomcat
9 1 (0.22%) Cloud Foundry
9 1 (0.22%) nginx
Applications
1 50 (10.80%) Microsoft Excel
2 46 (9.94%) MS Visio
3 2 (0.43%) GNU Octave
4 1 (0.22%) Microsoft Office
4 1 (0.22%) Microsoft PowerPoint
4 1 (0.22%) Shockwave
4 1 (0.22%) SPSS
Business Applications
1 3 (0.65%) SAP MM
1 3 (0.65%) SAP Oil and Gas
1 3 (0.65%) SAP R/3
2 2 (0.43%) Markit EDM
2 2 (0.43%) PolarLake
3 1 (0.22%) Dynamics AX
3 1 (0.22%) Dynamics CRM
3 1 (0.22%) Dynamics NAV
3 1 (0.22%) Summit
Cloud Services
1 149 (32.18%) Amazon AWS
2 73 (15.77%) Amazon S3
3 63 (13.61%) Amazon EC2
4 57 (12.31%) Microsoft Azure
5 45 (9.72%) Virtual Private Cloud
6 35 (7.56%) Amazon EMR
7 34 (7.34%) Google Cloud Platform
8 22 (4.75%) GitHub
9 14 (3.02%) Serverless
10 13 (2.81%) AWS Lambda
11 12 (2.59%) PaaS
12 8 (1.73%) Cloud Computing
13 7 (1.51%) Amazon Kinesis
13 7 (1.51%) SaaS
14 6 (1.30%) IaaS
15 5 (1.08%) Datadog
16 4 (0.86%) Azure Data Factory
17 3 (0.65%) AWS Elastic Beanstalk
17 3 (0.65%) Google Analytics
17 3 (0.65%) IBM Cloud
Communications & Networking
1 30 (6.48%) Kerberos
2 16 (3.46%) SSL
3 12 (2.59%) VPN
4 10 (2.16%) HTTP
5 8 (1.73%) Firewall
6 6 (1.30%) HTTPS
7 3 (0.65%) DNS
7 3 (0.65%) SNA
8 2 (0.43%) Internet
8 2 (0.43%) TCP/IP
9 1 (0.22%) ICMP
9 1 (0.22%) VLAN
Database & Business Intelligence
1 439 (94.82%) Hadoop
2 385 (83.15%) Big Data
3 153 (33.05%) HBase
4 130 (28.08%) Impala
5 107 (23.11%) Sqoop
6 96 (20.73%) SQL Server
7 91 (19.65%) Data Warehouse
8 78 (16.85%) NoSQL
9 60 (12.96%) Apache Cassandra
10 57 (12.31%) Relational Database
11 52 (11.23%) Data Lake
12 47 (10.15%) MongoDB
13 34 (7.34%) PostgreSQL
14 30 (6.48%) Amazon Redshift
15 29 (6.26%) Presto
16 28 (6.05%) Enterprise Data Warehouse
16 28 (6.05%) Power BI
17 21 (4.54%) OLAP
17 21 (4.54%) OLAP Cube
18 20 (4.32%) Star Schema
Development Applications
1 122 (26.35%) Jenkins
2 58 (12.53%) Git (software)
3 36 (7.78%) JIRA
4 34 (7.34%) Maven
5 12 (2.59%) Eclipse
6 8 (1.73%) IntelliJ
7 7 (1.51%) JUnit
8 6 (1.30%) Gatling
8 6 (1.30%) Selenium
8 6 (1.30%) TeamCity
9 5 (1.08%) Cucumber
9 5 (1.08%) Visual Studio
9 5 (1.08%) Visual Studio Team System
10 4 (0.86%) Ant
10 4 (0.86%) CruiseControl
10 4 (0.86%) FishEye
10 4 (0.86%) Gerrit
10 4 (0.86%) Sonatype Nexus
10 4 (0.86%) Team Foundation Server
10 4 (0.86%) WebDriver
General
1 121 (26.13%) Finance
2 46 (9.94%) Banking
3 18 (3.89%) Investment Banking
4 16 (3.46%) Legal
4 16 (3.46%) Publishing
5 15 (3.24%) Retail
6 13 (2.81%) Games
7 11 (2.38%) Marketing
8 6 (1.30%) Front Office
9 5 (1.08%) Retail Banking
10 3 (0.65%) Back Office
10 3 (0.65%) Manufacturing
11 2 (0.43%) Advertising
11 2 (0.43%) Telecoms
12 1 (0.22%) Aerospace
12 1 (0.22%) Electronics
12 1 (0.22%) Pharmaceutical
Job Titles
1 146 (31.53%) Data Engineer
2 110 (23.76%) Big Data Engineer
3 97 (20.95%) Developer
4 68 (14.69%) Hadoop Engineer
5 55 (11.88%) Big Data Developer
6 50 (10.80%) Architect
6 50 (10.80%) Platform Engineer
7 43 (9.29%) Data Architect
8 39 (8.42%) Big Data Architect
9 30 (6.48%) Python Engineer
10 27 (5.83%) Senior Hadoop Engineer
11 24 (5.18%) Senior Data Engineer
12 23 (4.97%) Java Engineer
13 18 (3.89%) Data Scientist
13 18 (3.89%) Hadoop Developer
14 17 (3.67%) Analyst
14 17 (3.67%) DevOps Engineer
14 17 (3.67%) Elasticsearch Engineer
14 17 (3.67%) Senior Java Engineer
15 16 (3.46%) Software Engineer
Libraries, Frameworks & Software Standards
1 221 (47.73%) Kafka
2 46 (9.94%) Spark Streaming
3 22 (4.75%) AngularJS
4 19 (4.10%) Elastic Stack
5 18 (3.89%) Web Services
6 17 (3.67%) RESTful
7 16 (3.46%) PySpark
8 14 (3.02%) HTML
8 14 (3.02%) NumPy
8 14 (3.02%) RabbitMQ
9 13 (2.81%) TensorFlow
10 12 (2.59%) MLlib
10 12 (2.59%) Play Framework
10 12 (2.59%) Spring
11 11 (2.38%) .NET
12 10 (2.16%) HTML5
12 10 (2.16%) OAuth
12 10 (2.16%) Pandas
12 10 (2.16%) Spring Boot
13 9 (1.94%) REST
Miscellaneous
1 48 (10.37%) Analytical Skills
2 46 (9.94%) Wiki
3 43 (9.29%) Algorithms
4 40 (8.64%) Computer Science
5 33 (7.13%) Greenfield Project
6 27 (5.83%) Data Structures
7 21 (4.54%) Fintech
8 8 (1.73%) Self-Motivation
9 7 (1.51%) Virtual Team
10 5 (1.08%) Data Centre
11 4 (0.86%) Management Information System
12 3 (0.65%) Cyber Defence
12 3 (0.65%) Mobile App
13 2 (0.43%) Blog
13 2 (0.43%) Equities
13 2 (0.43%) Fixed Income
13 2 (0.43%) Foreign Exchange (FX)
13 2 (0.43%) Public Cloud
13 2 (0.43%) Social Network
13 2 (0.43%) User Experience
Operating Systems
1 106 (22.89%) Unix
2 91 (19.65%) Linux
3 51 (11.02%) Windows
4 8 (1.73%) Red Hat Enterprise Linux
5 2 (0.43%) Android
5 2 (0.43%) Apple iOS
5 2 (0.43%) CentOS
6 1 (0.22%) DC/OS
6 1 (0.22%) Mac OS X
6 1 (0.22%) Mesosphere
6 1 (0.22%) Oracle Linux
6 1 (0.22%) Ubuntu
6 1 (0.22%) VMS
Processes & Methodologies
1 213 (46.00%) Agile Software Development
2 141 (30.45%) ETL
3 134 (28.94%) Scrum
4 125 (27.00%) Data Science
5 117 (25.27%) Analytics
6 97 (20.95%) Data Modelling
7 87 (18.79%) Machine Learning
8 85 (18.36%) Continuous Integration
9 82 (17.71%) Business Intelligence
9 82 (17.71%) DevOps
10 75 (16.20%) Test Automation
11 74 (15.98%) Data Analysis
12 72 (15.55%) MapReduce
13 64 (13.82%) TDD
14 49 (10.58%) Software Engineering
15 48 (10.37%) Data Extraction
16 46 (9.94%) Build Automation
17 37 (7.99%) Open Source
18 36 (7.78%) Visualisation
19 30 (6.48%) BDD
Programming Languages
1 254 (54.86%) Python
2 218 (47.08%) SQL
3 206 (44.49%) Java
4 156 (33.69%) Scala
5 66 (14.25%) Bash Shell
6 52 (11.23%) Shell Script
7 46 (9.94%) PowerShell
8 45 (9.72%) Korn
9 42 (9.07%) R
10 37 (7.99%) Java 8
11 22 (4.75%) JavaScript
12 21 (4.54%) C#
13 12 (2.59%) C
14 11 (2.38%) T-SQL
15 10 (2.16%) C++
16 8 (1.73%) Perl
16 8 (1.73%) Ruby
17 7 (1.51%) Clojure
17 7 (1.51%) Groovy
18 5 (1.08%) TypeScript
Qualifications
1 25 (5.40%) Degree
2 13 (2.81%) PhD
3 12 (2.59%) Master's Degree
4 11 (2.38%) Computer Science Degree
5 6 (1.30%) Security Cleared
6 5 (1.08%) SC Cleared
7 3 (0.65%) CISSP
8 2 (0.43%) Numerate Degree
9 1 (0.22%) CCNA
9 1 (0.22%) Cisco Certification
9 1 (0.22%) CISMP
9 1 (0.22%) CompTIA Security+
9 1 (0.22%) DBS Check
9 1 (0.22%) GIAC
9 1 (0.22%) ISTQB
9 1 (0.22%) ISTQB Advanced Certification
9 1 (0.22%) MCSE
9 1 (0.22%) Microsoft Certification
9 1 (0.22%) SANS
9 1 (0.22%) SSCP
Quality Assurance & Compliance
1 39 (8.42%) Data Quality
2 16 (3.46%) QA
3 6 (1.30%) GDPR
3 6 (1.30%) ISO/IEC 27001
4 3 (0.65%) SLA
5 1 (0.22%) Dodd-Frank
5 1 (0.22%) EMIR
5 1 (0.22%) MiFID
System Software
1 158 (34.13%) HDFS
2 48 (10.37%) Apache Flume
3 46 (9.94%) Docker
4 29 (6.26%) Apache ZooKeeper
5 5 (1.08%) Active Directory
6 1 (0.22%) Cronacle
6 1 (0.22%) vSphere
Systems Management
1 135 (29.16%) Hadoop YARN
2 100 (21.60%) Oozie
3 86 (18.57%) Ansible
4 53 (11.45%) Puppet
5 50 (10.80%) Opscode Chef
6 29 (6.26%) Kubernetes
7 21 (4.54%) Terraform
8 19 (4.10%) Ambari
9 18 (3.89%) Kibana
10 17 (3.67%) logstash
11 7 (1.51%) Control-M
12 6 (1.30%) Marathon
12 6 (1.30%) Mesos
12 6 (1.30%) Single Sign-On
13 5 (1.08%) ITRS Geneos
14 4 (0.86%) Apache Slider
14 4 (0.86%) Consul
15 3 (0.65%) Packer
15 3 (0.65%) Prometheus
16 1 (0.22%) HAProxy
Vendors
1 119 (25.70%) Cloudera
2 79 (17.06%) Oracle
3 56 (12.10%) Hortonworks
4 51 (11.02%) Tableau
5 39 (8.42%) Google
6 20 (4.32%) Informatica
7 15 (3.24%) Microsoft
8 12 (2.59%) MapR
9 10 (2.16%) Teradata
10 9 (1.94%) Talend
11 8 (1.73%) Cognos
12 7 (1.51%) Alteryx
12 7 (1.51%) Salesforce.com
12 7 (1.51%) Splunk
13 6 (1.30%) Ab Initio
13 6 (1.30%) RapidMiner
14 5 (1.08%) SAP
15 4 (0.86%) Atlassian
15 4 (0.86%) IBM
15 4 (0.86%) Sybase