Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
England > London
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 342 404 437
Rank change year-on-year +62 +33 -44
Permanent jobs citing Apache Hive 570 495 457
As % of all permanent IT jobs advertised in London 0.91% 0.70% 0.65%
As % of the Database & Business Intelligence category 3.08% 2.34% 2.18%
Number of salaries quoted 412 412 368
London median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% -2.10%
10th Percentile £50,000 £47,500 £50,000
90th Percentile £106,250 £110,000 £105,000
England median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% -3.70%

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 18,535 21,114 21,004
As % of all permanent IT jobs advertised in London 29.53% 30.06% 29.76%
Number of salaries quoted 15,330 17,205 18,346
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 £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +3.26%

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 16 January 2019.

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 16 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +20 70 £75,000 -6.25% 18
East London +24 13 £95,000 +26.67% 5
West London +20 7 £90,000 +50.00% 12
Apache Hive
England

For the 6 months to 16 January 2019, 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.

1 517 (90.70%) Hadoop
2 494 (86.67%) Apache Spark
3 484 (84.91%) Big Data
4 440 (77.19%) Python
5 355 (62.28%) Java
6 308 (54.04%) Kafka
6 308 (54.04%) Scala
7 290 (50.88%) HBase
8 275 (48.25%) Amazon AWS
9 258 (45.26%) NoSQL
10 252 (44.21%) Agile Software Development
11 234 (41.05%) SQL
12 230 (40.35%) Apache Cassandra
13 215 (37.72%) Machine Learning
14 209 (36.67%) Data Science
15 196 (34.39%) Impala
16 194 (34.04%) Analytics
17 186 (32.63%) Cloudera
18 179 (31.40%) Oozie
19 165 (28.95%) ETL
20 149 (26.14%) Software Engineering
21 146 (25.61%) HDFS
21 146 (25.61%) Hortonworks
22 142 (24.91%) MapReduce
23 136 (23.86%) Apache Pig
23 136 (23.86%) Microsoft Azure
24 127 (22.28%) Amazon Redshift
25 118 (20.70%) Apache Flume
26 115 (20.18%) Hadoop YARN
27 111 (19.47%) Linux

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
1 494 (86.67%) Apache Spark
2 136 (23.86%) Apache Pig
3 109 (19.12%) Elasticsearch
4 90 (15.79%) Apache
5 64 (11.23%) Apache Solr
6 26 (4.56%) SAS
7 8 (1.40%) Apache Airflow
8 4 (0.70%) Jupyter
9 3 (0.53%) Luigi
10 2 (0.35%) Confluence
11 1 (0.18%) Mule
11 1 (0.18%) nginx
11 1 (0.18%) Oracle Workflow
11 1 (0.18%) WebSphere
Applications
1 9 (1.58%) SPSS
2 3 (0.53%) Microsoft Excel
3 2 (0.35%) GNU Octave
4 1 (0.18%) CPLEX
4 1 (0.18%) Microsoft Office
Business Applications
1 2 (0.35%) Dynamics AX
1 2 (0.35%) Dynamics CRM
1 2 (0.35%) Dynamics NAV
1 2 (0.35%) SAP ERP
1 2 (0.35%) SAP InfiniteInsight
2 1 (0.18%) NetSuite
Cloud Services
1 275 (48.25%) Amazon AWS
2 136 (23.86%) Microsoft Azure
3 92 (16.14%) Google Cloud Platform
4 47 (8.25%) Amazon EMR
5 34 (5.96%) AWS Lambda
6 27 (4.74%) Serverless
7 22 (3.86%) Amazon S3
8 18 (3.16%) GitHub
9 12 (2.11%) AWS Data Pipeline
9 12 (2.11%) SaaS
10 10 (1.75%) Amazon Kinesis
10 10 (1.75%) PaaS
11 9 (1.58%) Amazon SQS
11 9 (1.58%) Azure Data Factory
11 9 (1.58%) Cloud Computing
11 9 (1.58%) Cortana Intelligence Suite
12 8 (1.40%) Amazon EC2
13 7 (1.23%) IaaS
14 6 (1.05%) Amazon SageMaker
15 5 (0.88%) Azure Machine Learning
Communications & Networking
1 12 (2.11%) Internet
2 10 (1.75%) Firewall
3 8 (1.40%) SSL
4 7 (1.23%) Kerberos
5 6 (1.05%) TCP/IP
6 5 (0.88%) HTTP
7 4 (0.70%) VPN
8 2 (0.35%) VLAN
9 1 (0.18%) DNS
9 1 (0.18%) HTTPS
9 1 (0.18%) SSH
Database & Business Intelligence
1 517 (90.70%) Hadoop
2 484 (84.91%) Big Data
3 290 (50.88%) HBase
4 258 (45.26%) NoSQL
5 230 (40.35%) Apache Cassandra
6 196 (34.39%) Impala
7 127 (22.28%) Amazon Redshift
8 91 (15.96%) Flink
9 90 (15.79%) Data Warehouse
10 89 (15.61%) MongoDB
11 66 (11.58%) Sqoop
12 65 (11.40%) Couchbase
12 65 (11.40%) CouchDB
13 62 (10.88%) SQL Server
14 61 (10.70%) QlikView
15 59 (10.35%) MySQL
16 49 (8.60%) Spark SQL
17 42 (7.37%) Data Lake
18 41 (7.19%) Power BI
19 37 (6.49%) Spotfire
Development Applications
1 36 (6.32%) Git (software)
2 27 (4.74%) Jenkins
3 16 (2.81%) EasyMock
3 16 (2.81%) Selenium
4 12 (2.11%) Cucumber
4 12 (2.11%) JIRA
4 12 (2.11%) JUnit
5 11 (1.93%) TeamCity
6 8 (1.40%) ERwin
7 6 (1.05%) GitLab
8 5 (0.88%) CA Release Automation
8 5 (0.88%) Visual Studio
9 4 (0.70%) Bitbucket
9 4 (0.70%) Maven
9 4 (0.70%) Sonatype Nexus
9 4 (0.70%) Subversion
9 4 (0.70%) Travis CI
10 3 (0.53%) CodeSonar
10 3 (0.53%) git-flow
10 3 (0.53%) Robot Framework
General
1 105 (18.42%) Finance
2 73 (12.81%) Banking
3 64 (11.23%) Telecoms
4 48 (8.42%) Law
5 47 (8.25%) Military
6 34 (5.96%) Retail
7 28 (4.91%) Investment Banking
8 22 (3.86%) Games
8 22 (3.86%) Marketing
9 12 (2.11%) Advertising
10 9 (1.58%) Pharmaceutical
11 6 (1.05%) Manufacturing
12 4 (0.70%) Retail Banking
13 3 (0.53%) Electronics
14 2 (0.35%) French Language
14 2 (0.35%) German Language
14 2 (0.35%) Legal
Job Titles
1 283 (49.65%) Data Engineer
2 199 (34.91%) Big Data Engineer
3 70 (12.28%) Developer
4 66 (11.58%) Data Scientist
5 65 (11.40%) Hadoop Engineer
6 63 (11.05%) Architect
7 55 (9.65%) Data Architect
8 49 (8.60%) Big Data Architect
9 47 (8.25%) Senior Data Engineer
10 40 (7.02%) Big Data Developer
11 36 (6.32%) Python Engineer
12 29 (5.09%) Hadoop Developer
13 27 (4.74%) Senior Data Scientist
14 22 (3.86%) Apache Spark Developer
15 19 (3.33%) Software Engineer
16 18 (3.16%) Games Engineer
17 17 (2.98%) Java Developer
18 14 (2.46%) Senior Architect
18 14 (2.46%) Tester
19 13 (2.28%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 308 (54.04%) Kafka
2 57 (10.00%) Apache NiFi
3 51 (8.95%) Spark Streaming
4 43 (7.54%) PySpark
5 36 (6.32%) Natural Language Processing
5 36 (6.32%) Web Services
6 33 (5.79%) .NET
7 30 (5.26%) TensorFlow
8 25 (4.39%) MLlib
9 23 (4.04%) scikit-learn
10 20 (3.51%) Spring
11 19 (3.33%) Node.js
12 18 (3.16%) Hibernate
12 18 (3.16%) HTML
12 18 (3.16%) NumPy
12 18 (3.16%) Pandas
12 18 (3.16%) Theano
13 17 (2.98%) Elastic Stack
14 16 (2.81%) LAMP
14 16 (2.81%) SciPy
Miscellaneous
1 62 (10.88%) Algorithms
2 59 (10.35%) Analytical Skills
2 59 (10.35%) Data Structures
3 36 (6.32%) Fintech
4 15 (2.63%) Greenfield Project
5 14 (2.46%) Virtual Team
6 13 (2.28%) Self-Motivation
7 11 (1.93%) Life Science
8 8 (1.40%) Enterprise Software
8 8 (1.40%) Public Cloud
9 6 (1.05%) Management Information System
10 3 (0.53%) Credit Risk
10 3 (0.53%) Linux Command Line
10 3 (0.53%) Mobile App
11 2 (0.35%) Digital Media
11 2 (0.35%) Mainframe
11 2 (0.35%) PMI
11 2 (0.35%) User Experience
12 1 (0.18%) BBC
12 1 (0.18%) Fixed Income
Operating Systems
1 111 (19.47%) Linux
2 78 (13.68%) Unix
3 12 (2.11%) Windows
4 7 (1.23%) Red Hat Enterprise Linux
5 4 (0.70%) CentOS
6 3 (0.53%) Android
6 3 (0.53%) Apple iOS
6 3 (0.53%) Mac OS X
6 3 (0.53%) Oracle Linux
7 1 (0.18%) DC/OS
Processes & Methodologies
1 252 (44.21%) Agile Software Development
2 215 (37.72%) Machine Learning
3 209 (36.67%) Data Science
4 194 (34.04%) Analytics
5 165 (28.95%) ETL
6 149 (26.14%) Software Engineering
7 142 (24.91%) MapReduce
8 110 (19.30%) Scrum
9 106 (18.60%) DevOps
10 99 (17.37%) Data Modelling
11 93 (16.32%) Artificial Intelligence
12 85 (14.91%) Visualisation
13 83 (14.56%) Data Engineering
14 78 (13.68%) Business Intelligence
15 70 (12.28%) Kanban
16 66 (11.58%) Data Analytics
17 62 (10.88%) Data Analysis
18 58 (10.18%) Data Visualisation
19 55 (9.65%) Open Source
20 49 (8.60%) Computer Science
Programming Languages
1 440 (77.19%) Python
2 355 (62.28%) Java
3 308 (54.04%) Scala
4 234 (41.05%) SQL
5 75 (13.16%) R
6 59 (10.35%) C#
7 54 (9.47%) C++
8 30 (5.26%) Shell Script
9 25 (4.39%) Bash Shell
9 25 (4.39%) JavaScript
10 16 (2.81%) PHP
10 16 (2.81%) PL/SQL
10 16 (2.81%) Ruby
11 15 (2.63%) T-SQL
12 13 (2.28%) Java 8
13 10 (1.75%) TypeScript
14 9 (1.58%) C
15 8 (1.40%) ES6
15 8 (1.40%) Kotlin
15 8 (1.40%) Perl
Qualifications
1 43 (7.54%) Degree
2 20 (3.51%) DV Cleared
2 20 (3.51%) Security Cleared
3 17 (2.98%) Computer Science Degree
4 15 (2.63%) PhD
5 11 (1.93%) Master's Degree
6 5 (0.88%) Numerate Degree
7 3 (0.53%) CCNA
7 3 (0.53%) Cisco Certification
7 3 (0.53%) CISSP
7 3 (0.53%) CompTIA Security+
7 3 (0.53%) GIAC
7 3 (0.53%) Linux+ Certification
7 3 (0.53%) MCSE
7 3 (0.53%) Microsoft Certification
7 3 (0.53%) Network+ Certification
7 3 (0.53%) SANS
7 3 (0.53%) SSCP
8 2 (0.35%) CEH
8 2 (0.35%) PMI Certification
Quality Assurance & Compliance
1 38 (6.67%) Data Quality
2 15 (2.63%) GDPR
3 11 (1.93%) MiFID
4 10 (1.75%) QA
5 3 (0.53%) ISO/IEC 27001
5 3 (0.53%) PCI DSS
5 3 (0.53%) SLA
5 3 (0.53%) Solvency II
6 1 (0.18%) EMIR
System Software
1 146 (25.61%) HDFS
2 118 (20.70%) Apache Flume
3 54 (9.47%) Docker
4 48 (8.42%) Apache ZooKeeper
5 6 (1.05%) Active Directory
6 3 (0.53%) vSphere
Systems Management
1 179 (31.40%) Oozie
2 115 (20.18%) Hadoop YARN
3 32 (5.61%) Kubernetes
4 30 (5.26%) Kibana
5 23 (4.04%) Ambari
5 23 (4.04%) logstash
6 22 (3.86%) Prometheus
7 19 (3.33%) Ansible
8 17 (2.98%) Grafana
9 15 (2.63%) Mesos
10 11 (1.93%) Puppet
11 9 (1.58%) Opscode Chef
12 8 (1.40%) Terraform
13 5 (0.88%) Salt
14 4 (0.70%) Marathon
15 3 (0.53%) Control-M
15 3 (0.53%) ITRS Geneos
15 3 (0.53%) Sysdig
16 1 (0.18%) Apache Brooklyn
16 1 (0.18%) Single Sign-On
Vendors
1 186 (32.63%) Cloudera
2 146 (25.61%) Hortonworks
3 100 (17.54%) Tableau
4 87 (15.26%) MapR
5 72 (12.63%) Databricks
6 67 (11.75%) Microsoft
7 63 (11.05%) Google
7 63 (11.05%) Oracle
8 51 (8.95%) Talend
9 43 (7.54%) IBM
10 38 (6.67%) Informatica
11 30 (5.26%) SAP
12 27 (4.74%) TIBCO
13 21 (3.68%) WorldPay
14 19 (3.33%) Vertica
15 17 (2.98%) HP
16 16 (2.81%) Greenplum
17 13 (2.28%) Teradata
18 10 (1.75%) Solace
19 9 (1.58%) Salesforce.com