Period
to 16 December 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 16 December 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
16 Dec 2018
Same period 2017 Same period 2016
Rank 261 295 237
Rank change year-on-year +34 -58 +94
Contract jobs citing Apache Hive 469 414 492
As % of all contract IT jobs advertised in London 1.01% 0.88% 1.11%
As % of the Database & Business Intelligence category 4.14% 3.71% 4.69%
Number of daily rates quoted 344 307 351
London median daily rate £568 £555 £550
Median daily rate % change year-on-year +2.25% +0.91% -3.93%
10th Percentile £464 £406 £425
90th Percentile £736 £725 £675
England median daily rate £550 £550 £550
Number of hourly rates quoted 3 1 2
London median hourly rate £45.00 £82.50 £31.91
Median hourly rate % change year-on-year -45.45% +158.56% -14.91%
10th Percentile £42.50 £73.75 £28.29
90th Percentile £55.50 £91.25 £33.80
England median hourly rate £45.00 £45.00 £31.91
% change year-on-year - +41.03% -4.90%

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 11,332 11,147 10,486
As % of all contract IT jobs advertised in London 24.38% 23.61% 23.58%
Number of daily rates quoted 8,445 8,319 7,401
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £353 £325
90th Percentile £675 £663 £638
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 48 64 42
London median hourly rate £27.62 £26.97 £32.25
Median hourly rate % change year-on-year +2.40% -16.38% +44.94%
10th Percentile £18.35 £18.08 £15.25
90th Percentile £50.50 £58.75 £65.00
England median hourly rate £32.50 £32.75 £27.75
% change year-on-year -0.76% +18.02% +0.91%

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 16 December 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 16 December 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 -31 106 £550 -12.00% 13
South London +17 34 £525 -2.33%
East London -21 21 £525 -9.68% 8
West London +9 12 £525 -4.98% 12
North London - 1 £625 -
Apache Hive
England

For the 6 months to 16 December 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.

1 434 (92.54%) Hadoop
2 374 (79.74%) Big Data
3 312 (66.52%) Apache Spark
4 284 (60.55%) Python
5 204 (43.50%) SQL
6 203 (43.28%) Kafka
7 183 (39.02%) Agile Software Development
8 172 (36.67%) Java
9 164 (34.97%) Amazon AWS
10 154 (32.84%) Data Science
11 148 (31.56%) HBase
12 142 (30.28%) Cloudera
13 136 (29.00%) Scala
14 132 (28.14%) ETL
15 130 (27.72%) HDFS
16 128 (27.29%) Hadoop YARN
17 126 (26.87%) Analytics
18 124 (26.44%) Impala
19 114 (24.31%) Machine Learning
20 110 (23.45%) Jenkins
21 107 (22.81%) Finance
22 106 (22.60%) Scrum
23 100 (21.32%) Data Modelling
24 92 (19.62%) Sqoop
25 91 (19.40%) Data Analysis
26 88 (18.76%) Unix
27 85 (18.12%) Data Warehouse
28 83 (17.70%) Linux
28 83 (17.70%) Hortonworks
29 78 (16.63%) Oozie

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 (66.52%) Apache Spark
2 64 (13.65%) Apache
3 60 (12.79%) Elasticsearch
4 54 (11.51%) Apache Pig
5 24 (5.12%) Apache Solr
6 23 (4.90%) SAS
7 6 (1.28%) Apache Airflow
8 4 (0.85%) Confluence
8 4 (0.85%) Jupyter
9 3 (0.64%) nginx
10 2 (0.43%) Luigi
11 1 (0.21%) Oracle SOA Suite
11 1 (0.21%) Tomcat
Applications
1 40 (8.53%) Microsoft Excel
2 38 (8.10%) MS Visio
3 4 (0.85%) Chatbot
4 2 (0.43%) GNU Octave
Business Applications
1 3 (0.64%) SAP MM
1 3 (0.64%) SAP Oil and Gas
1 3 (0.64%) SAP R/3
2 2 (0.43%) Dynamics NAV
2 2 (0.43%) Markit EDM
2 2 (0.43%) PolarLake
3 1 (0.21%) Dynamics AX
3 1 (0.21%) Dynamics CRM
3 1 (0.21%) Summit
Cloud Services
1 164 (34.97%) Amazon AWS
2 63 (13.43%) Amazon S3
3 61 (13.01%) Amazon EMR
4 60 (12.79%) Microsoft Azure
5 55 (11.73%) Amazon EC2
6 45 (9.59%) Google Cloud Platform
7 36 (7.68%) Virtual Private Cloud
8 20 (4.26%) GitHub
9 12 (2.56%) AWS Lambda
9 12 (2.56%) PaaS
9 12 (2.56%) Serverless
10 9 (1.92%) IaaS
11 8 (1.71%) SaaS
12 6 (1.28%) Cloud Computing
13 5 (1.07%) Datadog
14 3 (0.64%) Azure Data Factory
14 3 (0.64%) IBM Cloud
15 2 (0.43%) Adobe Analytics
15 2 (0.43%) AWS CloudFormation
15 2 (0.43%) Google Analytics
Communications & Networking
1 17 (3.62%) Kerberos
2 14 (2.99%) VPN
3 10 (2.13%) Firewall
3 10 (2.13%) SSL
4 8 (1.71%) HTTP
5 6 (1.28%) HTTPS
6 5 (1.07%) DNS
7 4 (0.85%) TCP/IP
8 3 (0.64%) ICMP
8 3 (0.64%) SNA
9 2 (0.43%) Internet
10 1 (0.21%) LAN
10 1 (0.21%) WAN
Database & Business Intelligence
1 434 (92.54%) Hadoop
2 374 (79.74%) Big Data
3 148 (31.56%) HBase
4 124 (26.44%) Impala
5 92 (19.62%) Sqoop
6 85 (18.12%) Data Warehouse
7 76 (16.20%) SQL Server
8 69 (14.71%) NoSQL
9 64 (13.65%) Data Lake
10 60 (12.79%) Relational Database
11 52 (11.09%) Apache Cassandra
12 43 (9.17%) MongoDB
13 35 (7.46%) Presto
14 28 (5.97%) PostgreSQL
15 26 (5.54%) Enterprise Data Warehouse
16 22 (4.69%) OLAP
17 21 (4.48%) MySQL
17 21 (4.48%) Power BI
17 21 (4.48%) Spark SQL
17 21 (4.48%) Star Schema
Development Applications
1 110 (23.45%) Jenkins
2 47 (10.02%) Git (software)
3 31 (6.61%) JIRA
4 22 (4.69%) Maven
5 8 (1.71%) Cucumber
5 8 (1.71%) JUnit
5 8 (1.71%) Selenium
6 6 (1.28%) Eclipse
6 6 (1.28%) Gerrit
6 6 (1.28%) JBehave
7 5 (1.07%) Gatling
7 5 (1.07%) TeamCity
8 4 (0.85%) Ant
8 4 (0.85%) CruiseControl
8 4 (0.85%) ERwin
8 4 (0.85%) IBM UrbanCode
8 4 (0.85%) Sonatype Nexus
8 4 (0.85%) Visual Studio
8 4 (0.85%) Visual Studio Team System
9 3 (0.64%) LSMW
General
1 107 (22.81%) Finance
2 41 (8.74%) Banking
3 20 (4.26%) Legal
3 20 (4.26%) Retail
4 16 (3.41%) Publishing
5 13 (2.77%) Marketing
6 11 (2.35%) Investment Banking
7 8 (1.71%) Games
8 6 (1.28%) Front Office
9 4 (0.85%) Retail Banking
10 3 (0.64%) Advertising
10 3 (0.64%) Back Office
10 3 (0.64%) Manufacturing
11 2 (0.43%) Telecoms
12 1 (0.21%) Automotive
12 1 (0.21%) Electronics
12 1 (0.21%) Pharmaceutical
Job Titles
1 168 (35.82%) Data Engineer
2 103 (21.96%) Big Data Engineer
3 76 (16.20%) Developer
4 63 (13.43%) Hadoop Engineer
5 50 (10.66%) Architect
6 44 (9.38%) Data Scientist
6 44 (9.38%) Platform Engineer
7 42 (8.96%) Big Data Developer
7 42 (8.96%) Python Engineer
8 36 (7.68%) Data Architect
9 29 (6.18%) Big Data Architect
10 26 (5.54%) Senior Data Engineer
11 22 (4.69%) DevOps Engineer
12 21 (4.48%) Java Engineer
13 19 (4.05%) Senior Hadoop Engineer
14 17 (3.62%) Analyst
15 16 (3.41%) Scala Developer
16 14 (2.99%) Hadoop Developer
16 14 (2.99%) Senior Java Engineer
17 13 (2.77%) Consultant
Libraries, Frameworks & Software Standards
1 203 (43.28%) Kafka
2 48 (10.23%) Spark Streaming
3 47 (10.02%) PySpark
4 32 (6.82%) TensorFlow
5 20 (4.26%) MLlib
5 20 (4.26%) Theano
6 19 (4.05%) Elastic Stack
7 18 (3.84%) AngularJS
8 17 (3.62%) NumPy
8 17 (3.62%) Torch
8 17 (3.62%) Web Services
9 15 (3.20%) RESTful
10 13 (2.77%) Spring
11 12 (2.56%) HTML
11 12 (2.56%) JSON
11 12 (2.56%) Pandas
12 11 (2.35%) RabbitMQ
13 9 (1.92%) Celery
13 9 (1.92%) Flask
13 9 (1.92%) Natural Language Processing
Miscellaneous
1 65 (13.86%) Analytical Skills
2 62 (13.22%) Algorithms
3 36 (7.68%) Wiki
4 35 (7.46%) Greenfield Project
5 26 (5.54%) Data Structures
6 17 (3.62%) Fintech
7 7 (1.49%) Self-Motivation
8 6 (1.28%) Virtual Team
9 5 (1.07%) Data Centre
10 4 (0.85%) Management Information System
11 3 (0.64%) Cyber Defence
11 3 (0.64%) Public Cloud
11 3 (0.64%) User Experience
12 2 (0.43%) Analytical Mindset
12 2 (0.43%) Blog
12 2 (0.43%) Derivative
12 2 (0.43%) Equities
12 2 (0.43%) Fixed Income
12 2 (0.43%) Foreign Exchange (FX)
12 2 (0.43%) Mobile App
Operating Systems
1 88 (18.76%) Unix
2 83 (17.70%) Linux
3 41 (8.74%) Windows
4 6 (1.28%) Red Hat Enterprise Linux
5 2 (0.43%) DC/OS
5 2 (0.43%) Solaris
6 1 (0.21%) Android
6 1 (0.21%) Apple iOS
6 1 (0.21%) CentOS
6 1 (0.21%) Mac OS X
6 1 (0.21%) Mesosphere
6 1 (0.21%) Oracle Linux
6 1 (0.21%) Ubuntu
Processes & Methodologies
1 183 (39.02%) Agile Software Development
2 154 (32.84%) Data Science
3 132 (28.14%) ETL
4 126 (26.87%) Analytics
5 114 (24.31%) Machine Learning
6 106 (22.60%) Scrum
7 100 (21.32%) Data Modelling
8 91 (19.40%) Data Analysis
9 73 (15.57%) Continuous Integration
10 71 (15.14%) MapReduce
11 70 (14.93%) Business Intelligence
12 69 (14.71%) Test Automation
13 66 (14.07%) DevOps
14 61 (13.01%) TDD
15 57 (12.15%) Software Engineering
16 49 (10.45%) Computer Science
17 39 (8.32%) BDD
17 39 (8.32%) Build Automation
18 37 (7.89%) Statistical Modelling
18 37 (7.89%) Visualisation
Programming Languages
1 284 (60.55%) Python
2 204 (43.50%) SQL
3 172 (36.67%) Java
4 136 (29.00%) Scala
5 54 (11.51%) Bash Shell
6 49 (10.45%) R
7 47 (10.02%) Shell Script
8 37 (7.89%) PowerShell
9 36 (7.68%) Korn
10 24 (5.12%) Java 8
11 22 (4.69%) JavaScript
12 15 (3.20%) C#
13 13 (2.77%) C
14 11 (2.35%) C++
14 11 (2.35%) Ruby
15 7 (1.49%) Groovy
15 7 (1.49%) Perl
16 5 (1.07%) AWK
16 5 (1.07%) sed
16 5 (1.07%) TypeScript
Qualifications
1 49 (10.45%) Degree
2 37 (7.89%) Master's Degree
3 27 (5.76%) PhD
4 12 (2.56%) Computer Science Degree
5 10 (2.13%) Security Cleared
6 9 (1.92%) SC Cleared
7 6 (1.28%) Numerate Degree
8 3 (0.64%) CISSP
9 2 (0.43%) DV Cleared
10 1 (0.21%) BPSS Clearance
10 1 (0.21%) CCNA
10 1 (0.21%) Cisco Certification
10 1 (0.21%) CompTIA Security+
10 1 (0.21%) CTC Cleared
10 1 (0.21%) DBS Check
10 1 (0.21%) ISTQB Advanced Certification
10 1 (0.21%) MBA
10 1 (0.21%) Microsoft Certification
10 1 (0.21%) SANS
10 1 (0.21%) SSCP
Quality Assurance & Compliance
1 40 (8.53%) Data Quality
2 16 (3.41%) QA
3 6 (1.28%) GDPR
3 6 (1.28%) ISO/IEC 27001
4 5 (1.07%) SLA
5 1 (0.21%) Dodd-Frank
5 1 (0.21%) EMIR
5 1 (0.21%) MiFID
System Software
1 130 (27.72%) HDFS
2 45 (9.59%) Docker
3 42 (8.96%) Apache Flume
4 18 (3.84%) Apache ZooKeeper
5 1 (0.21%) Active Directory
5 1 (0.21%) Cronacle
5 1 (0.21%) Oracle RAC
5 1 (0.21%) vSphere
Systems Management
1 128 (27.29%) Hadoop YARN
2 78 (16.63%) Oozie
3 74 (15.78%) Ansible
4 43 (9.17%) Puppet
5 41 (8.74%) Opscode Chef
6 32 (6.82%) Kubernetes
7 23 (4.90%) Terraform
8 21 (4.48%) Ambari
9 15 (3.20%) Kibana
9 15 (3.20%) logstash
10 8 (1.71%) Control-M
11 7 (1.49%) Marathon
11 7 (1.49%) Mesos
12 6 (1.28%) ITRS Geneos
12 6 (1.28%) Prometheus
12 6 (1.28%) Single Sign-On
13 3 (0.64%) Consul
13 3 (0.64%) HAProxy
13 3 (0.64%) Host Intrusion Detection System
13 3 (0.64%) Sysdig
Vendors
1 142 (30.28%) Cloudera
2 83 (17.70%) Hortonworks
3 66 (14.07%) Oracle
4 44 (9.38%) Tableau
5 41 (8.74%) Google
6 15 (3.20%) Microsoft
7 14 (2.99%) Informatica
7 14 (2.99%) Talend
7 14 (2.99%) Teradata
8 11 (2.35%) MapR
8 11 (2.35%) Splunk
9 9 (1.92%) Alteryx
10 7 (1.49%) Cognos
10 7 (1.49%) IBM
11 6 (1.28%) Ab Initio
12 5 (1.07%) RapidMiner
13 4 (0.85%) Datameer
13 4 (0.85%) SAP
14 3 (0.64%) Salesforce.com
14 3 (0.64%) Sybase