Period
to 23 May 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 23 May 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
England > London
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 314 362 420
Rank change year-on-year +48 +58 -14
Permanent jobs citing Apache Hive 596 604 495
As % of all permanent IT jobs advertised in London 1.02% 0.88% 0.72%
As % of the Database & Business Intelligence category 3.54% 2.80% 2.38%
Number of salaries quoted 460 436 422
London median annual salary £80,000 £80,000 £70,000
Median salary % change year-on-year - +14.29% -1.41%
10th Percentile £55,000 £52,500 £52,500
90th Percentile £110,000 £102,500 £110,000
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 16,833 21,603 20,769
As % of all permanent IT jobs advertised in London 28.89% 31.30% 30.41%
Number of salaries quoted 13,981 17,277 17,868
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,500 £36,250
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 23 May 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 23 May 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 +6 58 £80,000 +6.67% 5
West London +41 18 £60,000 +50.00%
East London +12 10 £70,000 -26.32%
South London +11 4 £62,500 -10.71%
Apache Hive
England

For the 6 months to 23 May 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.

1 532 (89.26%) Big Data
2 527 (88.42%) Hadoop
3 513 (86.07%) Apache Spark
4 489 (82.05%) Python
5 382 (64.09%) Java
6 347 (58.22%) Kafka
7 333 (55.87%) Scala
8 320 (53.69%) SQL
9 292 (48.99%) Analytics
10 291 (48.83%) Amazon AWS
11 290 (48.66%) HBase
12 285 (47.82%) Agile Software Development
13 258 (43.29%) NoSQL
14 233 (39.09%) Cloudera
15 226 (37.92%) Impala
16 224 (37.58%) Machine Learning
17 204 (34.23%) Oozie
17 204 (34.23%) Data Science
18 195 (32.72%) Apache Pig
19 186 (31.21%) Microsoft Azure
20 183 (30.70%) MapReduce
21 181 (30.37%) Apache Cassandra
22 177 (29.70%) ETL
23 174 (29.19%) Google Cloud Platform
24 160 (26.85%) Hadoop YARN
25 148 (24.83%) Software Engineering
26 142 (23.83%) Data Engineering
27 136 (22.82%) DevOps
28 134 (22.48%) Business Intelligence
29 133 (22.32%) Hortonworks

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
1 513 (86.07%) Apache Spark
2 195 (32.72%) Apache Pig
3 109 (18.29%) Elasticsearch
4 57 (9.56%) Apache
5 56 (9.40%) Apache Solr
6 12 (2.01%) Apache Airflow
6 12 (2.01%) Jupyter
7 11 (1.85%) SAS
8 9 (1.51%) IPython
9 3 (0.50%) Confluence
9 3 (0.50%) Luigi
10 1 (0.17%) Cloud Foundry
10 1 (0.17%) nginx
Applications
1 13 (2.18%) Microsoft Excel
2 6 (1.01%) SPSS
3 1 (0.17%) GNU Octave
Business Applications
1 2 (0.34%) SAP ERP
1 2 (0.34%) SAP InfiniteInsight
Cloud Services
1 291 (48.83%) Amazon AWS
2 186 (31.21%) Microsoft Azure
3 174 (29.19%) Google Cloud Platform
4 72 (12.08%) Power Platform
5 38 (6.38%) Amazon EMR
6 31 (5.20%) Amazon Kinesis
7 22 (3.69%) Serverless
8 21 (3.52%) Amazon S3
9 19 (3.19%) AWS Lambda
10 14 (2.35%) GitHub
11 13 (2.18%) Cloud Computing
12 12 (2.01%) PaaS
13 9 (1.51%) Azure Data Factory
14 8 (1.34%) Amazon SQS
14 8 (1.34%) Google Analytics
14 8 (1.34%) IaaS
15 6 (1.01%) SaaS
16 5 (0.84%) AWS Data Pipeline
16 5 (0.84%) Cortana Intelligence Suite
17 3 (0.50%) Amazon EC2
Communications & Networking
1 19 (3.19%) Internet
2 3 (0.50%) Firewall
3 2 (0.34%) HTTP
4 1 (0.17%) DNS
4 1 (0.17%) HTTPS
4 1 (0.17%) SSL
4 1 (0.17%) VPN
Database & Business Intelligence
1 532 (89.26%) Big Data
2 527 (88.42%) Hadoop
3 290 (48.66%) HBase
4 258 (43.29%) NoSQL
5 226 (37.92%) Impala
6 181 (30.37%) Apache Cassandra
7 129 (21.64%) Amazon Redshift
8 126 (21.14%) Sqoop
9 120 (20.13%) Data Warehouse
10 113 (18.96%) MongoDB
11 105 (17.62%) Flink
12 76 (12.75%) Couchbase
12 76 (12.75%) CouchDB
13 75 (12.58%) SQL Server
14 72 (12.08%) Power BI
15 65 (10.91%) QlikView
16 52 (8.72%) MySQL
17 51 (8.56%) Pentaho
18 41 (6.88%) Apache Kudu
19 40 (6.71%) BigQuery
Development Applications
1 44 (7.38%) Git (software)
2 25 (4.19%) Jenkins
3 13 (2.18%) Artifactory
4 9 (1.51%) Subversion
5 7 (1.17%) Selenium
6 6 (1.01%) Maven
7 5 (0.84%) Cucumber
7 5 (0.84%) JIRA
8 4 (0.67%) JUnit
8 4 (0.67%) Visual Studio
9 3 (0.50%) EasyMock
9 3 (0.50%) ERwin
9 3 (0.50%) GitLab
9 3 (0.50%) Travis CI
10 2 (0.34%) Atlassian Bamboo
10 2 (0.34%) Bitbucket
10 2 (0.34%) ER Studio
10 2 (0.34%) Hudson
10 2 (0.34%) Visual Studio Team System
11 1 (0.17%) TeamCity
General
1 115 (19.30%) Law
2 75 (12.58%) Banking
3 66 (11.07%) Finance
4 39 (6.54%) Telecoms
5 35 (5.87%) Retail
6 34 (5.70%) Games
7 25 (4.19%) Investment Banking
8 21 (3.52%) Marketing
9 9 (1.51%) Billing
10 4 (0.67%) Legal
11 3 (0.50%) Front Office
12 2 (0.34%) Financial Institution
12 2 (0.34%) Manufacturing
13 1 (0.17%) Electronics
13 1 (0.17%) French Language
13 1 (0.17%) Wholesale Banking
Job Titles
1 298 (50.00%) Data Engineer
2 211 (35.40%) Big Data Engineer
3 91 (15.27%) Hadoop Engineer
4 79 (13.26%) Architect
5 77 (12.92%) Data Architect
6 76 (12.75%) Developer
7 62 (10.40%) Senior Data Engineer
8 61 (10.23%) Big Data Architect
9 56 (9.40%) Python Engineer
10 46 (7.72%) Data Scientist
11 43 (7.21%) Big Data Developer
12 18 (3.02%) Business Intelligence Developer
12 18 (3.02%) Power BI Developer
12 18 (3.02%) Senior Hadoop Engineer
12 18 (3.02%) SQL Developer
13 17 (2.85%) Consultant
13 17 (2.85%) Solutions Architect
14 16 (2.68%) Data Consultant
14 16 (2.68%) Scala Developer
14 16 (2.68%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 347 (58.22%) Kafka
2 104 (17.45%) Apache NiFi
3 67 (11.24%) Spark Streaming
4 32 (5.37%) Web Services
5 20 (3.36%) D3.js
6 18 (3.02%) Natural Language Processing
7 17 (2.85%) .NET
7 17 (2.85%) scikit-learn
8 13 (2.18%) LAMP
8 13 (2.18%) Pandas
9 11 (1.85%) PySpark
9 11 (1.85%) TensorFlow
10 10 (1.68%) ggplot
10 10 (1.68%) Keras
11 9 (1.51%) Apache Beam
11 9 (1.51%) Matplotlib
11 9 (1.51%) Seaborn
12 8 (1.34%) JSON
12 8 (1.34%) LAPP Stack
12 8 (1.34%) RabbitMQ
Miscellaneous
1 86 (14.43%) Analytical Skills
2 62 (10.40%) Data Structures
3 48 (8.05%) Algorithms
4 14 (2.35%) Cloud Native
5 13 (2.18%) Social Media
6 11 (1.85%) Management Information System
7 9 (1.51%) Greenfield Project
8 8 (1.34%) Virtual Team
9 7 (1.17%) User Experience
10 6 (1.01%) Public Cloud
11 5 (0.84%) Linked Data
11 5 (0.84%) Mobile App
12 4 (0.67%) Fintech
12 4 (0.67%) Linux Command Line
13 3 (0.50%) Analytical Mindset
13 3 (0.50%) FMCG
14 2 (0.34%) Data Centre
14 2 (0.34%) Data Protection Act
14 2 (0.34%) PMI
14 2 (0.34%) Self-Motivation
Operating Systems
1 93 (15.60%) Linux
2 59 (9.90%) Unix
3 8 (1.34%) Windows
4 4 (0.67%) Mac OS X
4 4 (0.67%) Oracle Linux
5 2 (0.34%) Debian
Processes & Methodologies
1 292 (48.99%) Analytics
2 285 (47.82%) Agile Software Development
3 224 (37.58%) Machine Learning
4 204 (34.23%) Data Science
5 183 (30.70%) MapReduce
6 177 (29.70%) ETL
7 148 (24.83%) Software Engineering
8 142 (23.83%) Data Engineering
9 136 (22.82%) DevOps
10 134 (22.48%) Business Intelligence
11 117 (19.63%) Scrum
12 116 (19.46%) Data Modelling
13 91 (15.27%) Data Analytics
14 85 (14.26%) Visualisation
15 72 (12.08%) Artificial Intelligence
16 69 (11.58%) Kanban
17 54 (9.06%) Data Analysis
17 54 (9.06%) Data Visualisation
18 53 (8.89%) Data Architecture
19 48 (8.05%) Mentoring
Programming Languages
1 489 (82.05%) Python
2 382 (64.09%) Java
3 333 (55.87%) Scala
4 320 (53.69%) SQL
5 76 (12.75%) R
6 37 (6.21%) PL/SQL
7 31 (5.20%) C++
8 24 (4.03%) Bash Shell
9 23 (3.86%) Shell Script
10 20 (3.36%) C#
11 12 (2.01%) JavaScript
12 11 (1.85%) Clojure
13 9 (1.51%) VBA
14 8 (1.34%) Java 8
15 6 (1.01%) HiveQL
15 6 (1.01%) Ruby
15 6 (1.01%) T-SQL
16 4 (0.67%) VB
17 3 (0.50%) C
17 3 (0.50%) PHP
Qualifications
1 42 (7.05%) Degree
2 18 (3.02%) Computer Science Degree
3 14 (2.35%) PhD
4 12 (2.01%) PMI Certification
5 11 (1.85%) Security Cleared
6 10 (1.68%) PMP
7 7 (1.17%) SC Cleared
8 5 (0.84%) DV Cleared
8 5 (0.84%) Master's Degree
9 2 (0.34%) CEH
9 2 (0.34%) TOGAF Certification
10 1 (0.17%) Numerate Degree
Quality Assurance & Compliance
1 28 (4.70%) Data Quality
2 14 (2.35%) GDPR
3 13 (2.18%) QA
4 4 (0.67%) MiFID
4 4 (0.67%) PCI DSS
5 3 (0.50%) ISO/IEC 27001
6 1 (0.17%) Basel III
6 1 (0.17%) EMIR
6 1 (0.17%) IFRS
System Software
1 119 (19.97%) HDFS
2 112 (18.79%) Apache Flume
3 84 (14.09%) Apache ZooKeeper
4 51 (8.56%) Docker
5 2 (0.34%) Active Directory
Systems Management
1 204 (34.23%) Oozie
2 160 (26.85%) Hadoop YARN
3 49 (8.22%) Ambari
4 30 (5.03%) Ansible
5 24 (4.03%) Kubernetes
6 16 (2.68%) Kibana
7 9 (1.51%) Mesos
7 9 (1.51%) Terraform
8 7 (1.17%) Opscode Chef
8 7 (1.17%) Puppet
9 6 (1.01%) Marathon
10 4 (0.67%) Control-M
11 3 (0.50%) logstash
11 3 (0.50%) Prometheus
12 2 (0.34%) Salt
13 1 (0.17%) Single Sign-On
Vendors
1 233 (39.09%) Cloudera
2 133 (22.32%) Hortonworks
3 98 (16.44%) Tableau
4 84 (14.09%) MapR
5 83 (13.93%) Databricks
6 80 (13.42%) Oracle
7 73 (12.25%) Google
8 70 (11.74%) Microsoft
9 64 (10.74%) Informatica
10 61 (10.23%) Talend
11 40 (6.71%) IBM
12 23 (3.86%) TIBCO
13 20 (3.36%) SAP
14 18 (3.02%) Vertica
15 17 (2.85%) Greenplum
15 17 (2.85%) HP
16 13 (2.18%) VMware
17 10 (1.68%) MicroStrategy
17 10 (1.68%) Teradata
18 9 (1.51%) EXASOL