Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
England > London
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 354 452 467
Rank change year-on-year +98 +15 -41
Permanent jobs citing Apache Hive 580 456 438
As % of all permanent IT jobs advertised in London 0.86% 0.61% 0.59%
As % of the Database & Business Intelligence category 2.86% 2.06% 1.99%
Number of salaries quoted 428 369 343
London median annual salary £75,000 £70,000 £75,000
Median salary % change year-on-year +7.14% -6.67% +6.01%
10th Percentile £52,500 £45,250 £49,000
90th Percentile £103,063 £109,000 £109,500
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 20,313 22,132 22,041
As % of all permanent IT jobs advertised in London 30.15% 29.42% 29.45%
Number of salaries quoted 16,573 17,744 19,181
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £95,000 £88,750 £87,500
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

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
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive in London.

Salary trend for Apache Hive in London

Apache Hive
Salary Histogram in London

The salary distribution of IT jobs citing Apache Hive in London over the 6 months to 20 November 2018.

Salary histogram for Apache Hive in London

Apache Hive
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the London region over the 6 months to 20 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +18 85 £82,500 +13.79% 20
East London +12 20 £95,000 +26.67% 7
West London +19 9 £70,000 -6.67% 16
Apache Hive
England

For the 6 months to 20 November 2018, IT 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 permanent job ads across the London region with a requirement for Apache Hive.

1 519 (89.48%) Hadoop
2 485 (83.62%) Apache Spark
3 484 (83.45%) Big Data
4 392 (67.59%) Python
5 316 (54.48%) Java
6 272 (46.90%) Kafka
7 268 (46.21%) Scala
8 265 (45.69%) Amazon AWS
9 239 (41.21%) HBase
10 237 (40.86%) SQL
11 228 (39.31%) NoSQL
12 224 (38.62%) Agile Software Development
13 211 (36.38%) Apache Cassandra
13 211 (36.38%) Data Science
14 196 (33.79%) Analytics
15 189 (32.59%) Machine Learning
16 174 (30.00%) ETL
17 171 (29.48%) Impala
18 162 (27.93%) HDFS
19 153 (26.38%) Cloudera
20 140 (24.14%) Oozie
21 137 (23.62%) Apache Pig
22 132 (22.76%) Hortonworks
23 124 (21.38%) Finance
24 122 (21.03%) Amazon Redshift
25 120 (20.69%) Microsoft Azure
26 119 (20.52%) Software Engineering
27 116 (20.00%) MapReduce
28 113 (19.48%) Linux
29 107 (18.45%) Scrum

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
1 485 (83.62%) Apache Spark
2 137 (23.62%) Apache Pig
3 96 (16.55%) Apache
4 95 (16.38%) Elasticsearch
5 55 (9.48%) Apache Solr
6 22 (3.79%) SAS
7 7 (1.21%) Tomcat
8 5 (0.86%) Oracle Workflow
8 5 (0.86%) WildFly
9 4 (0.69%) OpenStack
10 3 (0.52%) Apache Airflow
11 2 (0.34%) Luigi
12 1 (0.17%) Confluence
12 1 (0.17%) Jupyter
12 1 (0.17%) Mule
12 1 (0.17%) WebSphere
Applications
1 7 (1.21%) Microsoft Excel
2 5 (0.86%) SPSS
3 3 (0.52%) Chatbot
3 3 (0.52%) GNU Octave
3 3 (0.52%) Microsoft Office
4 1 (0.17%) CPLEX
4 1 (0.17%) Microsoft PowerPoint
4 1 (0.17%) MS Visio
Business Applications
1 10 (1.72%) Dynamics AX
1 10 (1.72%) Dynamics CRM
1 10 (1.72%) Dynamics NAV
2 2 (0.34%) NetSuite
3 1 (0.17%) SAP ERP
3 1 (0.17%) SAP InfiniteInsight
Cloud Services
1 265 (45.69%) Amazon AWS
2 120 (20.69%) Microsoft Azure
3 59 (10.17%) Google Cloud Platform
4 50 (8.62%) Amazon EMR
5 39 (6.72%) AWS Lambda
6 34 (5.86%) Serverless
7 27 (4.66%) Amazon Kinesis
8 22 (3.79%) Amazon S3
9 21 (3.62%) Amazon EC2
10 12 (2.07%) SaaS
11 10 (1.72%) Cortana Intelligence Suite
12 8 (1.38%) AWS Data Pipeline
12 8 (1.38%) Cloud Computing
13 7 (1.21%) GitHub
13 7 (1.21%) PaaS
14 6 (1.03%) Azure Data Factory
15 5 (0.86%) Amazon ELB
15 5 (0.86%) Amazon SageMaker
15 5 (0.86%) Google Analytics
16 4 (0.69%) Siri
Communications & Networking
1 14 (2.41%) Firewall
2 12 (2.07%) Kerberos
2 12 (2.07%) SSL
2 12 (2.07%) TCP/IP
3 9 (1.55%) HTTP
4 8 (1.38%) Internet
5 4 (0.69%) VPN
6 3 (0.52%) VLAN
7 2 (0.34%) SSH
8 1 (0.17%) 5G
Database & Business Intelligence
1 519 (89.48%) Hadoop
2 484 (83.45%) Big Data
3 239 (41.21%) HBase
4 228 (39.31%) NoSQL
5 211 (36.38%) Apache Cassandra
6 171 (29.48%) Impala
7 122 (21.03%) Amazon Redshift
8 97 (16.72%) Data Warehouse
9 93 (16.03%) MongoDB
10 78 (13.45%) Flink
11 72 (12.41%) SQL Server
12 59 (10.17%) MySQL
13 54 (9.31%) QlikView
13 54 (9.31%) Relational Database
14 47 (8.10%) SQL Server Integration Services
15 46 (7.93%) Data Lake
16 45 (7.76%) Couchbase
16 45 (7.76%) CouchDB
17 38 (6.55%) Power BI
18 37 (6.38%) Spark SQL
Development Applications
1 57 (9.83%) Git (software)
2 39 (6.72%) Jenkins
3 22 (3.79%) JUnit
4 19 (3.28%) Selenium
5 16 (2.76%) EasyMock
6 15 (2.59%) JIRA
6 15 (2.59%) TeamCity
7 14 (2.41%) Cucumber
8 9 (1.55%) Bitbucket
8 9 (1.55%) Visual Studio
9 8 (1.38%) Atlassian Bamboo
9 8 (1.38%) CodeSonar
9 8 (1.38%) ERwin
9 8 (1.38%) git-flow
9 8 (1.38%) Robot Framework
9 8 (1.38%) Subversion
10 7 (1.21%) CA Release Automation
10 7 (1.21%) SQL Server Management Studio (SSMS)
11 6 (1.03%) GitLab
11 6 (1.03%) Maven
General
1 124 (21.38%) Finance
2 66 (11.38%) Banking
3 48 (8.28%) Telecoms
4 34 (5.86%) Marketing
5 24 (4.14%) Investment Banking
5 24 (4.14%) Retail
6 21 (3.62%) Military
7 19 (3.28%) Games
7 19 (3.28%) Law
8 18 (3.10%) Advertising
9 15 (2.59%) Pharmaceutical
10 8 (1.38%) Financial Institution
11 6 (1.03%) Front Office
12 4 (0.69%) Manufacturing
12 4 (0.69%) Retail Banking
13 3 (0.52%) Electronics
14 2 (0.34%) German Language
15 1 (0.17%) Aerospace
15 1 (0.17%) French Language
15 1 (0.17%) Prime Brokerage
Job Titles
1 240 (41.38%) Data Engineer
2 190 (32.76%) Big Data Engineer
3 101 (17.41%) Developer
4 70 (12.07%) Data Scientist
5 67 (11.55%) Architect
6 54 (9.31%) Big Data Developer
7 50 (8.62%) Data Architect
8 46 (7.93%) Big Data Architect
8 46 (7.93%) Hadoop Engineer
9 39 (6.72%) Senior Data Scientist
10 37 (6.38%) Senior Data Engineer
11 35 (6.03%) Hadoop Developer
12 31 (5.34%) Java Developer
12 31 (5.34%) Software Engineer
13 23 (3.97%) Apache Spark Developer
13 23 (3.97%) Python Engineer
14 21 (3.62%) Machine Learning Scientist
15 18 (3.10%) Java Engineer
16 16 (2.76%) Senior Developer
17 15 (2.59%) Games Engineer
Libraries, Frameworks & Software Standards
1 272 (46.90%) Kafka
2 55 (9.48%) PySpark
3 48 (8.28%) .NET
4 43 (7.41%) Web Services
5 42 (7.24%) Spark Streaming
6 41 (7.07%) Natural Language Processing
7 40 (6.90%) TensorFlow
8 36 (6.21%) Node.js
9 34 (5.86%) MLlib
9 34 (5.86%) scikit-learn
10 31 (5.34%) Spring
11 30 (5.17%) Theano
12 28 (4.83%) NumPy
12 28 (4.83%) Pandas
13 26 (4.48%) HTML
14 25 (4.31%) REST
15 24 (4.14%) .NET Framework
16 23 (3.97%) AngularJS
16 23 (3.97%) HTML5
16 23 (3.97%) SciPy
Miscellaneous
1 83 (14.31%) Computer Science
2 80 (13.79%) Analytical Skills
3 73 (12.59%) Algorithms
4 60 (10.34%) Fintech
5 50 (8.62%) Data Structures
6 29 (5.00%) Greenfield Project
7 19 (3.28%) Virtual Team
8 18 (3.10%) Life Science
9 13 (2.24%) Self-Motivation
10 10 (1.72%) Cyberthreat
10 10 (1.72%) Enterprise Software
10 10 (1.72%) Public Cloud
11 8 (1.38%) Minimum Viable Product
11 8 (1.38%) User Experience
12 6 (1.03%) Marketing Technology
13 5 (0.86%) Digital Media
14 4 (0.69%) FMCG
14 4 (0.69%) Management Information System
15 3 (0.52%) Credit Risk
15 3 (0.52%) PKI
Operating Systems
1 113 (19.48%) Linux
2 85 (14.66%) Unix
3 14 (2.41%) Windows
4 10 (1.72%) Android
4 10 (1.72%) Apple iOS
5 9 (1.55%) CentOS
6 8 (1.38%) Mac OS X
7 7 (1.21%) Red Hat Enterprise Linux
8 5 (0.86%) Ubuntu
9 1 (0.17%) DC/OS
9 1 (0.17%) Mesosphere
9 1 (0.17%) VMS
9 1 (0.17%) Windows Server
Processes & Methodologies
1 224 (38.62%) Agile Software Development
2 211 (36.38%) Data Science
3 196 (33.79%) Analytics
4 189 (32.59%) Machine Learning
5 174 (30.00%) ETL
6 119 (20.52%) Software Engineering
7 116 (20.00%) MapReduce
8 107 (18.45%) Scrum
9 99 (17.07%) DevOps
10 96 (16.55%) Artificial Intelligence
11 88 (15.17%) Data Modelling
12 78 (13.45%) Visualisation
13 70 (12.07%) Business Intelligence
14 66 (11.38%) Data Analytics
15 64 (11.03%) Data Engineering
16 59 (10.17%) Open Source
17 56 (9.66%) Kanban
18 54 (9.31%) Data Analysis
19 53 (9.14%) Statistics
20 52 (8.97%) TDD
Programming Languages
1 392 (67.59%) Python
2 316 (54.48%) Java
3 268 (46.21%) Scala
4 237 (40.86%) SQL
5 79 (13.62%) C#
6 76 (13.10%) R
7 52 (8.97%) C++
8 46 (7.93%) JavaScript
9 35 (6.03%) Bash Shell
10 25 (4.31%) T-SQL
11 22 (3.79%) PHP
12 21 (3.62%) C
13 15 (2.59%) Ruby
14 14 (2.41%) Perl
15 13 (2.24%) Java 8
16 12 (2.07%) Shell Script
16 12 (2.07%) TypeScript
17 11 (1.90%) MATLAB
17 11 (1.90%) PowerShell
18 8 (1.38%) Objective-C
Qualifications
1 65 (11.21%) Degree
2 31 (5.34%) PhD
3 27 (4.66%) Security Cleared
4 26 (4.48%) DV Cleared
5 16 (2.76%) Computer Science Degree
5 16 (2.76%) Master's Degree
6 12 (2.07%) Numerate Degree
7 9 (1.55%) CCNA
7 9 (1.55%) Cisco Certification
7 9 (1.55%) CISSP
7 9 (1.55%) GIAC
7 9 (1.55%) Linux+ Certification
7 9 (1.55%) MCSE
7 9 (1.55%) Microsoft Certification
7 9 (1.55%) Network+ Certification
7 9 (1.55%) SANS
7 9 (1.55%) SSCP
8 8 (1.38%) CompTIA Security+
9 4 (0.69%) ISEB
10 3 (0.52%) AWS Certification
Quality Assurance & Compliance
1 25 (4.31%) Data Quality
2 11 (1.90%) QA
3 8 (1.38%) MiFID
4 4 (0.69%) GDPR
4 4 (0.69%) SLA
5 3 (0.52%) Solvency II
6 1 (0.17%) EMIR
6 1 (0.17%) ISO/IEC 27001
6 1 (0.17%) PCI DSS
System Software
1 162 (27.93%) HDFS
2 103 (17.76%) Apache Flume
3 62 (10.69%) Docker
4 31 (5.34%) Apache ZooKeeper
5 8 (1.38%) vSphere
6 4 (0.69%) Active Directory
7 3 (0.52%) Hyper-V
7 3 (0.52%) VMware Infrastructure
8 2 (0.34%) Virtual Machines
9 1 (0.17%) Oracle RAC
Systems Management
1 140 (24.14%) Oozie
2 86 (14.83%) Hadoop YARN
3 36 (6.21%) Kibana
4 32 (5.52%) Prometheus
5 30 (5.17%) Kubernetes
5 30 (5.17%) logstash
6 26 (4.48%) Grafana
7 25 (4.31%) Puppet
8 21 (3.62%) Ansible
9 17 (2.93%) Mesos
10 16 (2.76%) Terraform
11 11 (1.90%) Ambari
11 11 (1.90%) Opscode Chef
12 8 (1.38%) Salt
13 5 (0.86%) Xymon
13 5 (0.86%) ZABBIX
14 3 (0.52%) ITRS Geneos
14 3 (0.52%) Sysdig
15 2 (0.34%) Marathon
15 2 (0.34%) Packer
Vendors
1 153 (26.38%) Cloudera
2 132 (22.76%) Hortonworks
3 85 (14.66%) Tableau
4 81 (13.97%) MapR
5 72 (12.41%) Google
5 72 (12.41%) Microsoft
6 52 (8.97%) Oracle
7 50 (8.62%) Databricks
8 43 (7.41%) Talend
9 34 (5.86%) IBM
9 34 (5.86%) Informatica
10 31 (5.34%) SAP
11 24 (4.14%) TIBCO
12 21 (3.62%) Vertica
13 19 (3.28%) WorldPay
14 18 (3.10%) Greenplum
14 18 (3.10%) HP
15 14 (2.41%) Salesforce.com
16 10 (1.72%) Cognizant
17 9 (1.55%) Red Hat