Period
to 20 November 2017

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 2017 with a comparison to the same period in the previous 2 years.

Apache Hive
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 452 454 420
Rank change year-on-year +2 -34 +112
Permanent jobs citing Apache Hive 456 438 659
As % of all permanent IT jobs advertised in London 0.61% 0.59% 0.74%
As % of the Database & Business Intelligence category 2.06% 1.99% 2.42%
Number of salaries quoted 369 343 578
London median annual salary £70,000 £75,000 £70,750
Median salary % change year-on-year -6.67% +6.01% +8.85%
10th Percentile £45,250 £49,000 £47,500
90th Percentile £109,000 £109,500 £93,750
England median annual salary £67,500 £65,000 £65,000
% change year-on-year +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 22125 22034 27265
As % of all permanent IT jobs advertised in London 29.44% 29.44% 30.60%
Number of salaries quoted 17738 19176 23065
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £88,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +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 2017.

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 2017. 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 +5 69 £72,500 -6.45% 7
West London -2 10 £75,000 +5.26% 2
South London +8 3 £64,500 -7.86%
East London -5 3 £75,000 +11.11% 3
Apache Hive
England

For the 6 months to 20 November 2017, IT jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Apache Hive.

1 396 (86.84%) Hadoop
2 356 (78.07%) Apache Spark
3 350 (76.75%) Big Data
4 259 (56.80%) Python
5 248 (54.39%) Java
6 204 (44.74%) Analytics
7 175 (38.38%) Scala
8 165 (36.18%) Agile Software Development
9 162 (35.53%) SQL
10 144 (31.58%) NoSQL
11 142 (31.14%) HBase
12 135 (29.61%) Kafka
13 124 (27.19%) MongoDB
14 123 (26.97%) Finance
15 117 (25.66%) Linux
16 115 (25.22%) MapReduce
17 111 (24.34%) Amazon AWS
18 105 (23.03%) HDFS
19 104 (22.81%) Apache Cassandra
20 103 (22.59%) Apache Pig
21 99 (21.71%) Degree
22 97 (21.27%) Machine Learning
23 87 (19.08%) Computer Science
24 86 (18.86%) Data Analytics
25 85 (18.64%) R
26 82 (17.98%) Apache
26 82 (17.98%) Business Intelligence
27 77 (16.89%) Relational Database
28 72 (15.79%) ETL
29 71 (15.57%) Microsoft Azure

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
1 356 (78.07%) Apache Spark
2 103 (22.59%) Apache Pig
3 82 (17.98%) Apache
4 61 (13.38%) SAS
5 39 (8.55%) Elasticsearch
6 35 (7.68%) Apache Solr
7 18 (3.95%) Apache Airflow
8 17 (3.73%) OpenStack
9 9 (1.97%) WebSphere
10 6 (1.32%) IPython
11 4 (0.88%) Oracle Coherence
12 2 (0.44%) Jupyter
12 2 (0.44%) Oracle SOA Suite
13 1 (0.22%) Confluence
Applications
1 36 (7.89%) Microsoft Excel
2 27 (5.92%) SPSS
3 2 (0.44%) Weka
4 1 (0.22%) GNU Octave
4 1 (0.22%) LaTeX
4 1 (0.22%) Microsoft Office
4 1 (0.22%) Stata
Business Applications
1 15 (3.29%) SAP ERP
1 15 (3.29%) SAP InfiniteInsight
2 1 (0.22%) Dynamics CRM
Cloud Services
1 111 (24.34%) Amazon AWS
2 71 (15.57%) Microsoft Azure
3 35 (7.68%) Google Cloud Platform
4 24 (5.26%) Cloud Computing
5 19 (4.17%) Amazon EMR
6 12 (2.63%) Amazon EC2
7 8 (1.75%) AWS Lambda
7 8 (1.75%) SaaS
7 8 (1.75%) Serverless
8 7 (1.54%) Amazon S3
9 5 (1.10%) Azure Machine Learning
9 5 (1.10%) GitHub
10 3 (0.66%) AWS CloudFormation
10 3 (0.66%) Basecamp
10 3 (0.66%) Cortana Intelligence Suite
10 3 (0.66%) PaaS
10 3 (0.66%) Trello
10 3 (0.66%) Virtual Private Cloud
11 2 (0.44%) IaaS
11 2 (0.44%) Office 365
Communications & Networking
1 9 (1.97%) Kerberos
2 7 (1.54%) Internet
3 6 (1.32%) HTTP
4 5 (1.10%) LDAP
5 4 (0.88%) Firewall
5 4 (0.88%) SSL
5 4 (0.88%) TCP/IP
6 2 (0.44%) Broadband
7 1 (0.22%) Network Security
Database & Business Intelligence
1 396 (86.84%) Hadoop
2 350 (76.75%) Big Data
3 144 (31.58%) NoSQL
4 142 (31.14%) HBase
5 124 (27.19%) MongoDB
6 104 (22.81%) Apache Cassandra
7 77 (16.89%) Relational Database
8 57 (12.50%) Impala
9 54 (11.84%) Sqoop
10 49 (10.75%) Data Warehouse
10 49 (10.75%) SQL Server
11 41 (8.99%) QlikView
11 41 (8.99%) RDBMS
12 40 (8.77%) MySQL
13 27 (5.92%) Flink
14 26 (5.70%) Data Mining
15 19 (4.17%) Redis
16 17 (3.73%) Riak
16 17 (3.73%) Spotfire
17 15 (3.29%) PostgreSQL
Development Applications
1 23 (5.04%) Jenkins
2 21 (4.61%) Git (software)
3 13 (2.85%) Vagrant
4 9 (1.97%) gulp
4 9 (1.97%) webpack
5 8 (1.75%) JIRA
6 7 (1.54%) Talend Open Studio
7 6 (1.32%) Maven
8 4 (0.88%) Artifactory
8 4 (0.88%) Atlassian Bamboo
8 4 (0.88%) NUnit
9 3 (0.66%) Bitbucket
9 3 (0.66%) CodeSonar
9 3 (0.66%) git-flow
9 3 (0.66%) Oracle APEX
9 3 (0.66%) Robot Framework
9 3 (0.66%) Selenium
10 2 (0.44%) JUnit
10 2 (0.44%) Subversion
11 1 (0.22%) Visual Studio
General
1 123 (26.97%) Finance
2 57 (12.50%) Retail
3 33 (7.24%) Banking
4 25 (5.48%) Marketing
5 24 (5.26%) Telecoms
6 19 (4.17%) Games
7 15 (3.29%) Front Office
8 8 (1.75%) Investment Banking
8 8 (1.75%) Legal
9 7 (1.54%) Advertising
9 7 (1.54%) Pharmaceutical
10 6 (1.32%) Manufacturing
11 4 (0.88%) Electronics
12 3 (0.66%) Brand Awareness
13 1 (0.22%) Automotive
13 1 (0.22%) Digital Economy
13 1 (0.22%) iGaming
13 1 (0.22%) Law
13 1 (0.22%) Military
13 1 (0.22%) Retail Banking
Job Titles
1 110 (24.12%) Data Engineer
2 98 (21.49%) Developer
3 83 (18.20%) Big Data Engineer
4 72 (15.79%) Architect
5 55 (12.06%) Data Architect
6 46 (10.09%) Big Data Architect
7 43 (9.43%) Data Scientist
8 41 (8.99%) Big Data Developer
9 35 (7.68%) Software Engineer
10 31 (6.80%) Hadoop Engineer
11 26 (5.70%) Consultant
11 26 (5.70%) Data Manager
12 22 (4.82%) Java Developer
13 21 (4.61%) Senior Data Engineer
14 18 (3.95%) Senior Developer
15 17 (3.73%) Analytics Consultant
16 16 (3.51%) Analytics Manager
16 16 (3.51%) Cloud Architect
16 16 (3.51%) Data Analytics Manager
16 16 (3.51%) Solutions Architect
Libraries, Frameworks & Software Standards
1 135 (29.61%) Kafka
2 51 (11.18%) Web Services
3 38 (8.33%) REST
4 26 (5.70%) Node.js
5 24 (5.26%) Spring
6 23 (5.04%) JSON
7 22 (4.82%) RabbitMQ
7 22 (4.82%) RESTful
8 21 (4.61%) Java EE
8 21 (4.61%) Spark Streaming
9 20 (4.39%) NumPy
9 20 (4.39%) React
10 17 (3.73%) AngularJS
10 17 (3.73%) Pandas
11 16 (3.51%) HTML
12 15 (3.29%) ActiveMQ
12 15 (3.29%) TensorFlow
12 15 (3.29%) XML
13 14 (3.07%) CSS
13 14 (3.07%) JMS
Miscellaneous
1 87 (19.08%) Computer Science
2 52 (11.40%) Analytical Skills
3 46 (10.09%) Algorithms
4 39 (8.55%) Greenfield Project
5 15 (3.29%) Data Structures
6 13 (2.85%) Fintech
7 12 (2.63%) Derivative
7 12 (2.63%) Fixed Income
8 10 (2.19%) Interest Rate Derivative
9 9 (1.97%) PKI
9 9 (1.97%) Public Cloud
10 8 (1.75%) Hybrid Cloud
10 8 (1.75%) N-Tier
11 6 (1.32%) Virtual Team
12 5 (1.10%) Credit Risk
13 4 (0.88%) Clustering
13 4 (0.88%) Data Centre
13 4 (0.88%) Enterprise Software
13 4 (0.88%) Online Games
14 3 (0.66%) Equities
Operating Systems
1 117 (25.66%) Linux
2 25 (5.48%) Unix
3 20 (4.39%) Windows
4 6 (1.32%) Mac OS X
5 5 (1.10%) Android
6 4 (0.88%) Apple iOS
6 4 (0.88%) openSUSE
6 4 (0.88%) Red Hat Enterprise Linux
6 4 (0.88%) SUSE
6 4 (0.88%) Ubuntu
7 2 (0.44%) Mesosphere
Processes & Methodologies
1 204 (44.74%) Analytics
2 165 (36.18%) Agile Software Development
3 115 (25.22%) MapReduce
4 97 (21.27%) Machine Learning
5 86 (18.86%) Data Analytics
6 82 (17.98%) Business Intelligence
7 72 (15.79%) ETL
8 70 (15.35%) Software Engineering
9 60 (13.16%) DevOps
10 58 (12.72%) TDD
11 54 (11.84%) Data Modelling
12 53 (11.62%) Visualisation
13 51 (11.18%) Statistics
14 45 (9.87%) Open Source
15 39 (8.55%) Mathematics
16 36 (7.89%) Data Architecture
17 35 (7.68%) BDD
18 33 (7.24%) Data Visualisation
19 32 (7.02%) Continuous Integration
20 29 (6.36%) E-Commerce
Programming Languages
1 259 (56.80%) Python
2 248 (54.39%) Java
3 175 (38.38%) Scala
4 162 (35.53%) SQL
5 85 (18.64%) R
6 43 (9.43%) JavaScript
7 38 (8.33%) C++
8 35 (7.68%) C#
9 30 (6.58%) VBA
10 23 (5.04%) Shell Script
11 19 (4.17%) C
11 19 (4.17%) Go
12 16 (3.51%) PHP
13 15 (3.29%) VB
14 14 (3.07%) Bash Shell
14 14 (3.07%) Ruby
15 12 (2.63%) Perl
16 11 (2.41%) MATLAB
17 9 (1.97%) ES6
18 6 (1.32%) T-SQL
Qualifications
1 99 (21.71%) Degree
2 23 (5.04%) Computer Science Degree
2 23 (5.04%) Master's Degree
3 20 (4.39%) PhD
4 16 (3.51%) Security Cleared
5 15 (3.29%) DV Cleared
6 9 (1.97%) Numerate Degree
7 8 (1.75%) SC Cleared
8 4 (0.88%) Microsoft Certification
9 3 (0.66%) CCNA
9 3 (0.66%) Cisco Certification
9 3 (0.66%) CISSP
9 3 (0.66%) CompTIA Security+
9 3 (0.66%) GIAC
9 3 (0.66%) Linux+ Certification
9 3 (0.66%) MCSE
9 3 (0.66%) Network+ Certification
9 3 (0.66%) SANS
9 3 (0.66%) Security+ Certification
9 3 (0.66%) SSCP
Quality Assurance & Compliance
1 14 (3.07%) Data Quality
2 10 (2.19%) QA
3 3 (0.66%) Actionable Recommendations
3 3 (0.66%) GCP
4 2 (0.44%) SLA
5 1 (0.22%) GDPR
5 1 (0.22%) Solvency II
System Software
1 105 (23.03%) HDFS
2 69 (15.13%) Apache Flume
3 60 (13.16%) Docker
4 11 (2.41%) Apache ZooKeeper
5 3 (0.66%) vSphere
6 2 (0.44%) MapR-FS
6 2 (0.44%) VMware Infrastructure
7 1 (0.22%) Cronacle
7 1 (0.22%) Hyper-V
7 1 (0.22%) Virtual Machines
Systems Management
1 47 (10.31%) Oozie
2 36 (7.89%) Hadoop YARN
3 22 (4.82%) Kubernetes
4 21 (4.61%) Opscode Chef
5 20 (4.39%) Terraform
6 18 (3.95%) Mesos
7 17 (3.73%) Puppet
8 14 (3.07%) Ansible
9 6 (1.32%) Graphite
9 6 (1.32%) Kibana
10 5 (1.10%) Ambari
11 4 (0.88%) Grafana
11 4 (0.88%) Salt
12 2 (0.44%) Docker Swarm
12 2 (0.44%) QRadar
12 2 (0.44%) yum
13 1 (0.22%) Control-M
Vendors
1 71 (15.57%) Cloudera
2 65 (14.25%) Oracle
3 53 (11.62%) Tableau
4 51 (11.18%) Hortonworks
5 48 (10.53%) Google
6 36 (7.89%) SAP
7 32 (7.02%) MapR
8 22 (4.82%) Teradata
9 20 (4.39%) Vertica
10 17 (3.73%) Microsoft
11 16 (3.51%) Splunk
12 12 (2.63%) IBM
12 12 (2.63%) Informatica
13 8 (1.75%) Alteryx
14 7 (1.54%) Talend
15 6 (1.32%) HP
16 5 (1.10%) Cognos
17 4 (0.88%) Datameer
17 4 (0.88%) EXASOL
18 3 (0.66%) Greenplum