Period
to 25 April 2019

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 25 April 2019 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
25 Apr 2019
Same period 2018 Same period 2017
Rank 248 264 222
Rank change year-on-year +16 -42 +58
Contract jobs citing Apache Hive 445 446 466
As % of all contract IT jobs advertised in London 1.06% 0.97% 1.17%
As % of the Database & Business Intelligence category 4.34% 3.95% 4.76%
Number of daily rates quoted 332 336 325
London median daily rate £550 £575 £525
Median daily rate % change year-on-year -4.35% +9.52% -4.55%
10th Percentile £481 £431 £402
90th Percentile £710 £706 £688
England median daily rate £550 £550 £513
% change year-on-year - +7.32% -6.82%
Number of hourly rates quoted 3 1 3
London median hourly rate £35.00 £82.50 £29.82
Median hourly rate % change year-on-year -57.58% +176.71% -
10th Percentile £32.50 £73.75 £27.65
90th Percentile £53.50 £91.25 £33.60
England median hourly rate £35.00 £65.00 £29.82
% change year-on-year -46.15% +118.01% -

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 10,252 11,286 9,790
As % of all contract IT jobs advertised in London 24.45% 24.51% 24.62%
Number of daily rates quoted 7,461 8,508 7,054
London median daily rate £525 £513 £485
Median daily rate % change year-on-year +2.44% +5.67% +2.11%
10th Percentile £363 £356 £325
90th Percentile £675 £663 £650
England median daily rate £488 £475 £450
% change year-on-year +2.63% +5.56% +5.88%
Number of hourly rates quoted 52 85 40
London median hourly rate £35.00 £30.00 £34.50
Median hourly rate % change year-on-year +16.67% -13.04% +32.69%
10th Percentile £20.00 £19.05 £16.53
90th Percentile £56.50 £44.92 £47.63
England median hourly rate £35.00 £32.50 £29.00
% change year-on-year +7.69% +12.07% +11.54%

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 25 April 2019.

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 25 April 2019.

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 25 April 2019. 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 +9 122 £550 -4.35% 7
East London +4 39 £525 -9.68%
West London +21 10 £500 -9.09% 1
South London +13 3 £650 +7.13%
North London - 1 £550 -
Apache Hive
England

For the 6 months to 25 April 2019, 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.

1 390 (87.64%) Hadoop
2 354 (79.55%) Big Data
3 327 (73.48%) Apache Spark
4 250 (56.18%) Python
5 195 (43.82%) Kafka
6 177 (39.78%) SQL
7 174 (39.10%) Analytics
8 162 (36.40%) Data Science
9 153 (34.38%) Machine Learning
10 136 (30.56%) Amazon AWS
11 124 (27.87%) Finance
12 122 (27.42%) HBase
13 113 (25.39%) Data Modelling
14 109 (24.49%) Data Warehouse
15 103 (23.15%) Cloudera
16 98 (22.02%) Java
17 96 (21.57%) Scala
18 89 (20.00%) HDFS
18 89 (20.00%) Agile Software Development
19 86 (19.33%) ETL
19 86 (19.33%) Hortonworks
20 75 (16.85%) Impala
20 75 (16.85%) Analytical Skills
20 75 (16.85%) Oozie
21 73 (16.40%) Google Cloud Platform
22 70 (15.73%) Hadoop YARN
22 70 (15.73%) Amazon EMR
22 70 (15.73%) Banking
22 70 (15.73%) Data Analysis
23 62 (13.93%) Google

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
1 327 (73.48%) Apache Spark
2 43 (9.66%) Apache
3 35 (7.87%) Apache Pig
4 32 (7.19%) Elasticsearch
5 25 (5.62%) Apache Solr
6 21 (4.72%) SAS
7 12 (2.70%) Jupyter
8 10 (2.25%) Apache Airflow
9 9 (2.02%) Confluence
10 7 (1.57%) nginx
11 5 (1.12%) Cloud Foundry
12 2 (0.45%) Jetty
12 2 (0.45%) Luigi
12 2 (0.45%) Tomcat
13 1 (0.22%) Oracle SOA Suite
13 1 (0.22%) SharePoint
Applications
1 10 (2.25%) Microsoft Excel
2 4 (0.90%) Chatbot
2 4 (0.90%) MS Visio
3 3 (0.67%) Microsoft Office
3 3 (0.67%) Microsoft PowerPoint
4 2 (0.45%) SPSS
4 2 (0.45%) Stata
Business Applications
1 1 (0.22%) Dynamics NAV
1 1 (0.22%) Summit
Cloud Services
1 136 (30.56%) Amazon AWS
2 73 (16.40%) Google Cloud Platform
3 70 (15.73%) Amazon EMR
4 45 (10.11%) Microsoft Azure
5 30 (6.74%) Amazon S3
6 21 (4.72%) Serverless
7 13 (2.92%) Amazon Kinesis
8 11 (2.47%) Amazon EC2
8 11 (2.47%) Cloud Computing
9 9 (2.02%) AWS Lambda
10 8 (1.80%) GitHub
11 6 (1.35%) AWS CloudFormation
12 4 (0.90%) Apigee
12 4 (0.90%) Google Analytics
12 4 (0.90%) IaaS
12 4 (0.90%) SaaS
13 3 (0.67%) Azure Data Factory
13 3 (0.67%) Datadog
13 3 (0.67%) PaaS
14 2 (0.45%) Virtual Private Cloud
Communications & Networking
1 8 (1.80%) Kerberos
1 8 (1.80%) VPN
2 6 (1.35%) DNS
3 5 (1.12%) Firewall
3 5 (1.12%) TCP/IP
4 3 (0.67%) ICMP
4 3 (0.67%) Internet
5 2 (0.45%) OpenLDAP
5 2 (0.45%) SSL
6 1 (0.22%) HTTP
Database & Business Intelligence
1 390 (87.64%) Hadoop
2 354 (79.55%) Big Data
3 122 (27.42%) HBase
4 109 (24.49%) Data Warehouse
5 75 (16.85%) Impala
6 58 (13.03%) Data Lake
7 52 (11.69%) NoSQL
8 47 (10.56%) OLAP
9 43 (9.66%) Enterprise Data Warehouse
9 43 (9.66%) OLAP Cube
9 43 (9.66%) Star Schema
10 42 (9.44%) Sqoop
11 40 (8.99%) Apache Cassandra
12 39 (8.76%) MongoDB
13 35 (7.87%) MySQL
14 33 (7.42%) Data Mining
15 32 (7.19%) Relational Database
16 29 (6.52%) PostgreSQL
17 19 (4.27%) Amazon Redshift
17 19 (4.27%) SQL Server
Development Applications
1 36 (8.09%) Jenkins
2 19 (4.27%) Git (software)
3 11 (2.47%) JIRA
4 6 (1.35%) Selenium
5 5 (1.12%) ERwin
5 5 (1.12%) Jasmine
6 4 (0.90%) IntelliJ
6 4 (0.90%) JUnit
6 4 (0.90%) Maven
7 3 (0.67%) Artifactory
7 3 (0.67%) Karma Test Runner
7 3 (0.67%) Protractor
7 3 (0.67%) SonarQube
7 3 (0.67%) Sonatype Nexus
7 3 (0.67%) Subversion
7 3 (0.67%) TeamCity
8 2 (0.45%) Bitbucket Server
8 2 (0.45%) ER Studio
8 2 (0.45%) FishEye
8 2 (0.45%) GitLab
General
1 124 (27.87%) Finance
2 70 (15.73%) Banking
3 21 (4.72%) Retail
4 18 (4.04%) Marketing
5 11 (2.47%) Investment Banking
6 10 (2.25%) Legal
7 8 (1.80%) Telecoms
8 5 (1.12%) Publishing
9 4 (0.90%) Automotive
9 4 (0.90%) Front Office
9 4 (0.90%) Manufacturing
10 3 (0.67%) Aerospace
10 3 (0.67%) Games
11 2 (0.45%) Electronics
11 2 (0.45%) Financial Institution
12 1 (0.22%) Advertising
12 1 (0.22%) Back Office
12 1 (0.22%) Retail Banking
Job Titles
1 205 (46.07%) Data Engineer
2 82 (18.43%) Big Data Engineer
3 61 (13.71%) Hadoop Engineer
4 60 (13.48%) Data Scientist
5 52 (11.69%) Python Engineer
6 51 (11.46%) Architect
7 50 (11.24%) Developer
8 32 (7.19%) Administrator
9 31 (6.97%) Hadoop Administrator
10 28 (6.29%) Big Data Developer
11 27 (6.07%) Data Architect
11 27 (6.07%) Senior Data Engineer
12 24 (5.39%) Analyst
13 18 (4.04%) Apache Spark Developer
13 18 (4.04%) Big Data Architect
13 18 (4.04%) Cloud Engineer
14 17 (3.82%) Senior Data Scientist
15 14 (3.15%) Cloud Architect
15 14 (3.15%) DevOps Engineer
15 14 (3.15%) Solutions Architect
Libraries, Frameworks & Software Standards
1 195 (43.82%) Kafka
2 61 (13.71%) PySpark
3 39 (8.76%) TensorFlow
4 24 (5.39%) Spark Streaming
5 23 (5.17%) Apache NiFi
5 23 (5.17%) Web Services
6 21 (4.72%) Natural Language Processing
7 17 (3.82%) MLlib
8 16 (3.60%) Torch
9 15 (3.37%) Theano
10 13 (2.92%) Apache Tez
11 12 (2.70%) JSON
11 12 (2.70%) Spring
11 12 (2.70%) Spring Boot
12 11 (2.47%) XML
13 10 (2.25%) Anaconda
13 10 (2.25%) Apache Beam
14 9 (2.02%) Elastic Stack
14 9 (2.02%) NumPy
15 8 (1.80%) Regular Expression
Miscellaneous
1 75 (16.85%) Analytical Skills
2 39 (8.76%) Algorithms
3 27 (6.07%) Greenfield Project
4 14 (3.15%) Fintech
5 13 (2.92%) Data Structures
6 5 (1.12%) Public Cloud
7 4 (0.90%) Cloud Native
7 4 (0.90%) Self-Motivation
7 4 (0.90%) User Experience
8 3 (0.67%) FMCG
9 2 (0.45%) Analytical Mindset
9 2 (0.45%) Credit Risk
9 2 (0.45%) Derivative
9 2 (0.45%) Digital Media
9 2 (0.45%) Enterprise Cloud
9 2 (0.45%) Enterprise Software
9 2 (0.45%) Fixed Income
9 2 (0.45%) Foreign Exchange (FX)
9 2 (0.45%) Social Media
10 1 (0.22%) Mobile Banking
Operating Systems
1 54 (12.13%) Linux
2 34 (7.64%) Unix
3 8 (1.80%) Red Hat Enterprise Linux
4 6 (1.35%) Windows
5 4 (0.90%) Solaris
6 1 (0.22%) Mesosphere
Processes & Methodologies
1 174 (39.10%) Analytics
2 162 (36.40%) Data Science
3 153 (34.38%) Machine Learning
4 113 (25.39%) Data Modelling
5 89 (20.00%) Agile Software Development
6 86 (19.33%) ETL
7 70 (15.73%) Data Analysis
8 53 (11.91%) MapReduce
9 52 (11.69%) DevOps
10 49 (11.01%) Predictive Analytics
11 48 (10.79%) Statistical Modelling
12 44 (9.89%) Business Intelligence
13 43 (9.66%) Deep Learning
13 43 (9.66%) SQL Optimisation
14 42 (9.44%) Performance Optimisation
15 41 (9.21%) Data Analytics
15 41 (9.21%) Visualisation
16 40 (8.99%) Software Engineering
17 32 (7.19%) Scrum
18 30 (6.74%) Use Case
Programming Languages
1 250 (56.18%) Python
2 177 (39.78%) SQL
3 98 (22.02%) Java
4 96 (21.57%) Scala
5 54 (12.13%) R
6 17 (3.82%) Shell Script
7 16 (3.60%) MATLAB
8 14 (3.15%) C++
9 13 (2.92%) Bash Shell
9 13 (2.92%) C
10 11 (2.47%) JavaScript
11 8 (1.80%) Perl
12 6 (1.35%) Ruby
12 6 (1.35%) T-SQL
13 5 (1.12%) Java 8
13 5 (1.12%) Kotlin
14 4 (0.90%) C#
14 4 (0.90%) Go
15 3 (0.67%) PowerShell
15 3 (0.67%) VBA
Qualifications
1 51 (11.46%) Degree
2 43 (9.66%) Master's Degree
3 26 (5.84%) PhD
4 13 (2.92%) SC Cleared
4 13 (2.92%) Security Cleared
5 5 (1.12%) Computer Science Degree
5 5 (1.12%) Numerate Degree
6 4 (0.90%) PMI Certification
6 4 (0.90%) PMP
7 1 (0.22%) AWS Certification
7 1 (0.22%) BPSS Clearance
7 1 (0.22%) CTC Cleared
7 1 (0.22%) DV Cleared
7 1 (0.22%) MBA
7 1 (0.22%) TOGAF Certification
Quality Assurance & Compliance
1 52 (11.69%) Data Quality
2 7 (1.57%) QA
3 4 (0.90%) GDPR
4 2 (0.45%) ISO/IEC 27001
5 1 (0.22%) Dodd-Frank
5 1 (0.22%) EMIR
5 1 (0.22%) MiFID
System Software
1 89 (20.00%) HDFS
2 55 (12.36%) Apache Flume
3 30 (6.74%) Docker
4 12 (2.70%) Apache ZooKeeper
5 3 (0.67%) Active Directory
Systems Management
1 75 (16.85%) Oozie
2 70 (15.73%) Hadoop YARN
3 26 (5.84%) Kubernetes
4 22 (4.94%) Ansible
5 15 (3.37%) Terraform
6 12 (2.70%) Ambari
7 7 (1.57%) Kibana
8 6 (1.35%) logstash
8 6 (1.35%) Opscode Chef
9 5 (1.12%) Prometheus
9 5 (1.12%) Puppet
10 4 (0.90%) Marathon
10 4 (0.90%) Mesos
10 4 (0.90%) Tivoli
11 3 (0.67%) Consul
11 3 (0.67%) HAProxy
11 3 (0.67%) Host Intrusion Detection System
11 3 (0.67%) Network Intrusion Detection System
11 3 (0.67%) Sysdig
12 2 (0.45%) Grafana
Vendors
1 103 (23.15%) Cloudera
2 86 (19.33%) Hortonworks
3 62 (13.93%) Google
4 34 (7.64%) Tableau
5 28 (6.29%) Talend
6 21 (4.72%) Oracle
7 16 (3.60%) Teradata
8 12 (2.70%) Microsoft
9 10 (2.25%) Datameer
9 10 (2.25%) Informatica
10 6 (1.35%) Alteryx
10 6 (1.35%) IBM
11 5 (1.12%) MapR
11 5 (1.12%) Netezza
12 4 (0.90%) Atlassian
12 4 (0.90%) Greenplum
12 4 (0.90%) Splunk
13 3 (0.67%) Salesforce.com
13 3 (0.67%) SAP
13 3 (0.67%) Vertica