Period
to 21 July 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 21 July 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
21 Jul 2018
Same period 2017 Same period 2016
Rank 258 271 297
Rank change year-on-year +13 +26 +153
Contract jobs citing Apache Hive 492 405 368
As % of all contract IT jobs advertised in London 1.06% 0.96% 0.81%
As % of the Database & Business Intelligence category 4.20% 3.98% 3.47%
Number of daily rates quoted 382 285 284
London median daily rate £550 £525 £550
Median daily rate % change year-on-year +4.76% -4.55% -
10th Percentile £425 £400 £403
90th Percentile £718 £688 £688
England median daily rate £550 £500 £544
% change year-on-year +10.00% -8.05% -0.23%
Number of hourly rates quoted 1 0 0
London median hourly rate £15.50 - -
England median hourly rate £31.50 £35.00 -
% change year-on-year -10.00% - -

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 11,705 10,179 10,618
As % of all contract IT jobs advertised in London 25.17% 24.11% 23.32%
Number of daily rates quoted 8,773 7,383 7,690
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £358 £325 £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 77 49 48
London median hourly rate £30.00 £27.16 £27.21
Median hourly rate % change year-on-year +10.46% -0.19% +12.31%
10th Percentile £19.80 £18.20 £16.91
90th Percentile £47.42 £47.75 £99.30
England median hourly rate £32.25 £30.00 £29.88
% change year-on-year +7.50% +0.40% +19.52%

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 21 July 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 21 July 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 +28 144 £556 +4.95% 18
East London 0 20 £500 -13.04% 4
South London -41 6 £656 +25.00% 2
West London -44 4 £550 +11.68% 8
Apache Hive
England

For the 6 months to 21 July 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.

1 462 (93.90%) Hadoop
2 430 (87.40%) Big Data
3 376 (76.42%) Apache Spark
4 274 (55.69%) Kafka
5 251 (51.02%) SQL
6 242 (49.19%) Python
7 208 (42.28%) Java
8 188 (38.21%) Analytics
9 182 (36.99%) Finance
10 178 (36.18%) Scala
11 161 (32.72%) Amazon AWS
12 158 (32.11%) ETL
12 158 (32.11%) Data Science
13 157 (31.91%) Oozie
14 156 (31.71%) Agile Software Development
15 153 (31.10%) HBase
16 152 (30.89%) HDFS
17 140 (28.46%) Data Warehouse
18 131 (26.63%) Data Modelling
19 123 (25.00%) Machine Learning
20 110 (22.36%) NoSQL
21 109 (22.15%) Impala
22 108 (21.95%) DevOps
23 107 (21.75%) Cloudera
23 107 (21.75%) Linux
24 102 (20.73%) Apache Pig
24 102 (20.73%) Hadoop YARN
25 90 (18.29%) Apache
26 86 (17.48%) Apache Cassandra
27 82 (16.67%) MongoDB

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
1 376 (76.42%) Apache Spark
2 102 (20.73%) Apache Pig
3 90 (18.29%) Apache
4 60 (12.20%) Elasticsearch
5 54 (10.98%) Apache Solr
6 19 (3.86%) SAS
7 11 (2.24%) nginx
7 11 (2.24%) Tomcat
8 10 (2.03%) Confluence
9 6 (1.22%) Apache Airflow
10 4 (0.81%) Jupyter
11 2 (0.41%) Luigi
11 2 (0.41%) Oracle SOA Suite
12 1 (0.20%) Cloud Foundry
Applications
1 21 (4.27%) Microsoft Excel
2 18 (3.66%) MS Visio
3 2 (0.41%) Shockwave
3 2 (0.41%) SPSS
4 1 (0.20%) Microsoft Office
4 1 (0.20%) Microsoft PowerPoint
Business Applications
1 1 (0.20%) Dynamics AX
1 1 (0.20%) Dynamics CRM
1 1 (0.20%) Dynamics NAV
1 1 (0.20%) Markit EDM
1 1 (0.20%) PolarLake
1 1 (0.20%) Summit
Cloud Services
1 161 (32.72%) Amazon AWS
2 56 (11.38%) Microsoft Azure
3 55 (11.18%) Amazon S3
4 36 (7.32%) Amazon EMR
5 30 (6.10%) Amazon EC2
5 30 (6.10%) Google Cloud Platform
6 24 (4.88%) Amazon Kinesis
7 21 (4.27%) Serverless
8 20 (4.07%) AWS Lambda
9 17 (3.46%) Virtual Private Cloud
10 11 (2.24%) Google Analytics
11 10 (2.03%) PaaS
12 8 (1.63%) Azure Data Factory
12 8 (1.63%) GitHub
13 4 (0.81%) SaaS
14 3 (0.61%) Cloud Computing
14 3 (0.61%) IaaS
15 2 (0.41%) AWS Elastic Beanstalk
15 2 (0.41%) Yarn
16 1 (0.20%) npm
Communications & Networking
1 48 (9.76%) Kerberos
2 20 (4.07%) SSL
3 13 (2.64%) VPN
4 6 (1.22%) DNS
4 6 (1.22%) ICMP
4 6 (1.22%) TCP/IP
5 4 (0.81%) SNA
6 3 (0.61%) Firewall
6 3 (0.61%) HTTP
7 2 (0.41%) Network Security
8 1 (0.20%) Internet
8 1 (0.20%) Multicast
8 1 (0.20%) VLAN
Database & Business Intelligence
1 462 (93.90%) Hadoop
2 430 (87.40%) Big Data
3 153 (31.10%) HBase
4 140 (28.46%) Data Warehouse
5 110 (22.36%) NoSQL
6 109 (22.15%) Impala
7 86 (17.48%) Apache Cassandra
8 82 (16.67%) MongoDB
8 82 (16.67%) SQL Server
9 75 (15.24%) Sqoop
10 61 (12.40%) Amazon Redshift
11 57 (11.59%) Enterprise Data Warehouse
12 54 (10.98%) Data Lake
13 53 (10.77%) OLAP
13 53 (10.77%) Star Schema
14 50 (10.16%) OLAP Cube
14 50 (10.16%) PostgreSQL
15 49 (9.96%) Relational Database
16 32 (6.50%) MySQL
17 31 (6.30%) Power BI
Development Applications
1 69 (14.02%) Jenkins
2 42 (8.54%) Git (software)
3 35 (7.11%) Maven
4 15 (3.05%) JIRA
5 14 (2.85%) Team Foundation Server
6 13 (2.64%) Subversion
7 8 (1.63%) Eclipse
7 8 (1.63%) IntelliJ
7 8 (1.63%) TeamCity
8 7 (1.42%) GitLab
9 6 (1.22%) Artifactory
9 6 (1.22%) FishEye
9 6 (1.22%) SonarQube
10 5 (1.02%) JUnit
10 5 (1.02%) Visual Studio
10 5 (1.02%) Visual Studio Team System
11 4 (0.81%) Cucumber
11 4 (0.81%) Gatling
12 3 (0.61%) ERwin
12 3 (0.61%) WebDriver
General
1 182 (36.99%) Finance
2 61 (12.40%) Banking
3 27 (5.49%) Investment Banking
4 17 (3.46%) Games
5 15 (3.05%) Marketing
6 12 (2.44%) Retail
7 6 (1.22%) Front Office
7 6 (1.22%) Legal
8 5 (1.02%) Back Office
9 4 (0.81%) Publishing
10 3 (0.61%) Telecoms
11 1 (0.20%) Advertising
11 1 (0.20%) Aerospace
11 1 (0.20%) Private Banking
11 1 (0.20%) Retail Banking
Job Titles
1 193 (39.23%) Data Engineer
2 137 (27.85%) Big Data Engineer
3 103 (20.93%) Hadoop Engineer
4 101 (20.53%) Developer
5 71 (14.43%) Big Data Developer
6 57 (11.59%) Architect
7 51 (10.37%) Data Architect
8 40 (8.13%) Big Data Architect
9 39 (7.93%) Python Engineer
10 33 (6.71%) Senior Data Engineer
11 30 (6.10%) Analyst
11 30 (6.10%) AWS Engineer
12 27 (5.49%) Senior Hadoop Engineer
13 26 (5.28%) Consultant
13 26 (5.28%) Data Analyst
14 24 (4.88%) Platform Engineer
15 23 (4.67%) Hadoop Developer
16 22 (4.47%) Java Engineer
17 19 (3.86%) Elasticsearch Engineer
17 19 (3.86%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 274 (55.69%) Kafka
2 32 (6.50%) Spark Streaming
3 23 (4.67%) AngularJS
4 19 (3.86%) XML
5 15 (3.05%) JSON
6 14 (2.85%) Akka
6 14 (2.85%) HTML
6 14 (2.85%) HTML5
6 14 (2.85%) RabbitMQ
6 14 (2.85%) TensorFlow
7 13 (2.64%) Apache Avro
7 13 (2.64%) J2EE
7 13 (2.64%) MLlib
7 13 (2.64%) PySpark
8 12 (2.44%) Play Framework
9 11 (2.24%) Elastic Stack
9 11 (2.24%) LEMP Stack
10 10 (2.03%) Lucene
10 10 (2.03%) scikit-learn
10 10 (2.03%) Web Services
Miscellaneous
1 50 (10.16%) Algorithms
1 50 (10.16%) Analytical Skills
2 35 (7.11%) Fintech
3 34 (6.91%) Data Structures
4 27 (5.49%) Computer Science
5 20 (4.07%) Greenfield Project
6 18 (3.66%) Wiki
7 13 (2.64%) Self-Motivation
8 9 (1.83%) Public Cloud
9 6 (1.22%) Clustering
9 6 (1.22%) Market Risk
10 5 (1.02%) Grid Computing
10 5 (1.02%) Hedge funds
11 3 (0.61%) Enterprise Software
11 3 (0.61%) Equities
11 3 (0.61%) Management Information System
11 3 (0.61%) Replication
11 3 (0.61%) Social Network
11 3 (0.61%) Virtual Team
12 2 (0.41%) Mobile Games
Operating Systems
1 107 (21.75%) Linux
2 57 (11.59%) Unix
3 27 (5.49%) Red Hat Enterprise Linux
4 26 (5.28%) Windows
5 5 (1.02%) Windows Server
5 5 (1.02%) Windows Server 2008
6 4 (0.81%) CentOS
7 1 (0.20%) Android
7 1 (0.20%) Apple iOS
7 1 (0.20%) DC/OS
7 1 (0.20%) Ubuntu
7 1 (0.20%) VMS
Processes & Methodologies
1 188 (38.21%) Analytics
2 158 (32.11%) Data Science
2 158 (32.11%) ETL
3 156 (31.71%) Agile Software Development
4 131 (26.63%) Data Modelling
5 123 (25.00%) Machine Learning
6 108 (21.95%) DevOps
7 82 (16.67%) Scrum
8 77 (15.65%) Business Intelligence
9 62 (12.60%) MapReduce
10 51 (10.37%) Data Engineering
11 49 (9.96%) Continuous Integration
11 49 (9.96%) Data Analysis
12 48 (9.76%) SQL Optimisation
13 47 (9.55%) Problem-Solving
14 44 (8.94%) Open Source
15 42 (8.54%) Visualisation
16 40 (8.13%) Data Ingestion
17 39 (7.93%) Software Engineering
18 38 (7.72%) Data Governance
Programming Languages
1 251 (51.02%) SQL
2 242 (49.19%) Python
3 208 (42.28%) Java
4 178 (36.18%) Scala
5 47 (9.55%) Java 8
5 47 (9.55%) R
6 42 (8.54%) Bash Shell
7 30 (6.10%) Shell Script
8 17 (3.46%) JavaScript
8 17 (3.46%) Korn
8 17 (3.46%) PowerShell
9 15 (3.05%) Ruby
10 14 (2.85%) Perl
10 14 (2.85%) T-SQL
11 13 (2.64%) C#
12 10 (2.03%) C
13 8 (1.63%) PL/SQL
14 7 (1.42%) Go
15 5 (1.02%) C++
15 5 (1.02%) Groovy
Qualifications
1 22 (4.47%) Degree
2 13 (2.64%) SC Cleared
2 13 (2.64%) Security Cleared
3 11 (2.24%) Computer Science Degree
4 7 (1.42%) Numerate Degree
5 6 (1.22%) PhD
6 5 (1.02%) Master's Degree
7 2 (0.41%) CISSP
8 1 (0.20%) CBAP
8 1 (0.20%) CISMP
8 1 (0.20%) DBS Check
8 1 (0.20%) DV Cleared
8 1 (0.20%) IIBA
8 1 (0.20%) MCSD
8 1 (0.20%) Microsoft Certification
Quality Assurance & Compliance
1 70 (14.23%) Data Quality
2 10 (2.03%) QA
3 7 (1.42%) GDPR
4 6 (1.22%) GCP
5 2 (0.41%) SLA
6 1 (0.20%) Dodd-Frank
6 1 (0.20%) EMIR
6 1 (0.20%) MiFID
System Software
1 152 (30.89%) HDFS
2 80 (16.26%) Apache Flume
3 51 (10.37%) Docker
4 47 (9.55%) Apache ZooKeeper
5 13 (2.64%) Active Directory
6 1 (0.20%) etcd
Systems Management
1 157 (31.91%) Oozie
2 102 (20.73%) Hadoop YARN
3 49 (9.96%) Ansible
4 27 (5.49%) Terraform
5 25 (5.08%) Ambari
6 23 (4.67%) Puppet
7 22 (4.47%) Opscode Chef
8 18 (3.66%) Kubernetes
9 15 (3.05%) Consul
10 14 (2.85%) Apache Slider
11 9 (1.83%) Prometheus
12 8 (1.63%) Kibana
12 8 (1.63%) Packer
13 6 (1.22%) Host Intrusion Detection System
13 6 (1.22%) Network Intrusion Detection System
13 6 (1.22%) Sysdig
14 5 (1.02%) HAProxy
14 5 (1.02%) Salt
15 4 (0.81%) logstash
16 2 (0.41%) Mesos
Vendors
1 107 (21.75%) Cloudera
2 71 (14.43%) Hortonworks
3 53 (10.77%) Oracle
4 52 (10.57%) Tableau
5 44 (8.94%) Google
6 27 (5.49%) Talend
7 23 (4.67%) Microsoft
8 22 (4.47%) Informatica
8 22 (4.47%) Salesforce.com
9 20 (4.07%) MapR
10 13 (2.64%) Splunk
11 12 (2.44%) Alteryx
12 10 (2.03%) Teradata
13 8 (1.63%) IBM
14 7 (1.42%) SaltStack
15 6 (1.22%) Atlassian
16 5 (1.02%) Netezza
16 5 (1.02%) RapidMiner
16 5 (1.02%) Sybase
17 4 (0.81%) Palantir