Period
to 27 February 2020

The following table provides summary statistics for permanent job vacancies 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 27 February 2020 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
27 Feb 2020
Same period 2019 Same period 2018
Rank 561 498 574
Rank change year-on-year -63 +76 -30
Permanent jobs citing Apache Hive 520 873 830
As % of all permanent IT jobs advertised in the UK 0.42% 0.58% 0.47%
As % of the Database & Business Intelligence category 1.58% 2.02% 1.54%
Number of salaries quoted 406 591 639
UK median annual salary £72,500 £75,000 £70,000
Median salary % change year-on-year -3.33% +7.14% +7.69%
10th Percentile £47,500 £45,000 £41,250
90th Percentile £94,750 £105,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £50,000
% change year-on-year - +20.00% -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 32,936 43,270 53,861
As % of all permanent IT jobs advertised in the UK 26.79% 28.62% 30.54%
Number of salaries quoted 26,993 35,605 45,047
UK median annual salary £52,500 £52,000 £49,500
Median salary % change year-on-year +0.96% +5.05% +4.21%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £88,750 £85,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Apache Hive
Job Vacancy Trend

Job postings citing Apache Hive as a percentage of all IT jobs advertised.

Job vacancy trend for Apache Hive in the UK

Apache Hive
Salary Trend

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

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

The salary distribution of IT jobs citing Apache Hive over the 6 months to 27 February 2020.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the UK over the 6 months to 27 February 2020. 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
England -56 497 £72,500 -3.33% 53
London -74 298 £75,000 -6.25% 31
UK excluding London +26 216 £60,000 - 28
Midlands +78 75 £72,500 +20.83% 4
East Midlands +61 61 £72,500 -3.33% 1
North of England +40 48 £54,671 -0.60% 5
East of England +66 35 £75,000 +3.45% 2
South East -32 25 £52,500 -4.55% 6
Yorkshire +38 23 £55,000 +10.73% 4
North West +30 20 £47,000 -30.73% 1
Scotland +22 20 £57,950 -3.42% 5
West Midlands +41 14 £62,500 +19.05% 3
South West -6 12 £42,500 -29.17% 5
North East +8 5 £54,671 +10.81%
Channel Islands - 1 - -

For the 6 months to 27 February 2020, 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 with a requirement for Apache Hive.

1 462 (88.85%) Hadoop
2 450 (86.54%) Big Data
3 396 (76.15%) Apache Spark
4 317 (60.96%) Python
5 252 (48.46%) Java
6 250 (48.08%) SQL
7 239 (45.96%) Agile Software Development
8 238 (45.77%) Scala
9 217 (41.73%) AWS
10 204 (39.23%) Analytics
11 194 (37.31%) Azure
12 182 (35.00%) Data Modelling
13 162 (31.15%) NoSQL
14 161 (30.96%) HBase
15 157 (30.19%) Data Science
16 154 (29.62%) Impala
17 142 (27.31%) Kafka
18 131 (25.19%) HDFS
19 130 (25.00%) Machine Learning
20 128 (24.62%) ETL
20 128 (24.62%) Business Intelligence
21 126 (24.23%) Data Engineering
22 122 (23.46%) Data Warehouse
23 120 (23.08%) Finance
24 118 (22.69%) Linux
25 110 (21.15%) Analytical Skills
26 95 (18.27%) GCP
26 95 (18.27%) DevOps
27 91 (17.50%) Oozie
27 91 (17.50%) Software Engineering

Apache Hive
Co-occurring IT Skills 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
1 396 (76.15%) Apache Spark
2 55 (10.58%) Apache
3 39 (7.50%) Apache Airflow
4 28 (5.38%) Apache Pig
5 23 (4.42%) Elasticsearch
6 15 (2.88%) Luigi
6 15 (2.88%) SAS
7 10 (1.92%) SharePoint
8 8 (1.54%) Jupyter
8 8 (1.54%) nginx
9 6 (1.15%) IPython
9 6 (1.15%) Tomcat
10 4 (0.77%) Cloud Foundry
11 3 (0.58%) Apache Solr
11 3 (0.58%) Confluence
12 1 (0.19%) OpenStack
Applications
1 6 (1.15%) Microsoft Excel
2 5 (0.96%) Gephi
2 5 (0.96%) SPSS
3 2 (0.38%) Microsoft Office
3 2 (0.38%) Microsoft PowerPoint
4 1 (0.19%) SPSS Modeler
Business Applications
1 5 (0.96%) Sparx Enterprise Architect
2 2 (0.38%) SAP ERP
2 2 (0.38%) SAP InfiniteInsight
3 1 (0.19%) FINCAD Analytics
Cloud Services
1 217 (41.73%) AWS
2 194 (37.31%) Azure
3 95 (18.27%) GCP
4 70 (13.46%) Amazon S3
5 64 (12.31%) Amazon EMR
6 31 (5.96%) Amazon Kinesis
7 27 (5.19%) Azure Data Factory
8 26 (5.00%) Serverless
9 23 (4.42%) PaaS
10 22 (4.23%) AWS Lambda
11 15 (2.88%) Power Platform
12 11 (2.12%) Cloud Computing
12 11 (2.12%) IaaS
13 6 (1.15%) Amazon SageMaker
14 5 (0.96%) AdWords
14 5 (0.96%) Amazon SQS
15 3 (0.58%) Amazon EC2
16 2 (0.38%) GitHub
16 2 (0.38%) SaaS
16 2 (0.38%) Virtual Private Cloud
Communications & Networking
1 20 (3.85%) HTTP
2 16 (3.08%) SSL
3 14 (2.69%) VPN
4 11 (2.12%) DNS
4 11 (2.12%) Firewall
5 9 (1.73%) Kerberos
6 6 (1.15%) TCP/IP
7 5 (0.96%) Ethernet
7 5 (0.96%) HTTPS
7 5 (0.96%) MPLS
8 4 (0.77%) ATM
8 4 (0.77%) Intrusion Detection
9 2 (0.38%) Internet
10 1 (0.19%) 4G
10 1 (0.19%) Broadband
Database & Business Intelligence
1 462 (88.85%) Hadoop
2 450 (86.54%) Big Data
3 162 (31.15%) NoSQL
4 161 (30.96%) HBase
5 154 (29.62%) Impala
6 122 (23.46%) Data Warehouse
7 76 (14.62%) SQL Server
8 69 (13.27%) MongoDB
9 64 (12.31%) Amazon Redshift
10 62 (11.92%) PostgreSQL
11 59 (11.35%) Apache Cassandra
12 58 (11.15%) Relational Database
13 56 (10.77%) Data Lake
14 52 (10.00%) Presto
15 49 (9.42%) Sqoop
16 43 (8.27%) BigQuery
17 39 (7.50%) MySQL
18 36 (6.92%) HDInsight
19 34 (6.54%) Amazon DynamoDB
20 33 (6.35%) Apache Kudu
Development Applications
1 85 (16.35%) Git (software)
2 47 (9.04%) Jenkins
3 26 (5.00%) JIRA
4 15 (2.88%) Subversion
5 13 (2.50%) ProC
6 9 (1.73%) Mercurial
6 9 (1.73%) Sonatype Nexus
7 8 (1.54%) kappa
8 7 (1.35%) Atlassian Bamboo
8 7 (1.35%) GitLab
9 6 (1.15%) Bitbucket
9 6 (1.15%) Bitbucket Server
9 6 (1.15%) git-flow
9 6 (1.15%) Gradle
9 6 (1.15%) JUnit
10 5 (0.96%) ERwin
10 5 (0.96%) Maven
11 4 (0.77%) IBM UrbanCode
11 4 (0.77%) TeamCity
11 4 (0.77%) Visual Studio Team System
General
1 120 (23.08%) Finance
2 24 (4.62%) Marketing
3 21 (4.04%) Retail
4 19 (3.65%) Banking
5 17 (3.27%) Public Sector
6 14 (2.69%) Legal
7 13 (2.50%) Games
8 6 (1.15%) Billing
8 6 (1.15%) Front Office
9 3 (0.58%) Automotive
10 1 (0.19%) Local Government
10 1 (0.19%) Publishing
10 1 (0.19%) Retail Banking
10 1 (0.19%) Telecoms
Job Titles
1 186 (35.77%) Data Engineer
2 123 (23.65%) Developer
3 100 (19.23%) Architect
4 84 (16.15%) Data Architect
5 83 (15.96%) Java Developer
6 58 (11.15%) Big Data Engineer
7 45 (8.65%) Senior Data Engineer
8 42 (8.08%) Big Data Developer
9 38 (7.31%) Senior Developer
10 35 (6.73%) Agile Developer
11 34 (6.54%) Agile Java Developer
12 30 (5.77%) Senior Java Developer
13 27 (5.19%) Senior Big Data Developer
14 26 (5.00%) Big Data Architect
15 25 (4.81%) Cloud Architect
16 24 (4.62%) Data Scientist
17 23 (4.42%) Software Engineer
18 19 (3.65%) Analytics Developer
18 19 (3.65%) Python Engineer
19 18 (3.46%) Java Engineer
Libraries, Frameworks & Software Standards
1 142 (27.31%) Kafka
2 35 (6.73%) Node.js
2 35 (6.73%) RESTful
3 33 (6.35%) AngularJS
4 29 (5.58%) React
5 24 (4.62%) HTML
6 23 (4.42%) CSS
6 23 (4.42%) HTML5
7 19 (3.65%) Elastic Stack
7 19 (3.65%) PySpark
8 18 (3.46%) scikit-learn
9 16 (3.08%) Web Services
10 15 (2.88%) LAPP Stack
11 14 (2.69%) Pandas
12 13 (2.50%) J2EE
12 13 (2.50%) Lambda Expressions
12 13 (2.50%) Natural Language Processing
12 13 (2.50%) Play Framework
13 11 (2.12%) Apache NiFi
13 11 (2.12%) MLlib
Miscellaneous
1 110 (21.15%) Analytical Skills
2 59 (11.35%) Algorithms
3 34 (6.54%) Data Structures
4 18 (3.46%) Management Information System
4 18 (3.46%) Virtual Team
5 15 (2.88%) Public Cloud
6 14 (2.69%) Enterprise Software
6 14 (2.69%) Greenfield Project
7 13 (2.50%) Cloud Native
8 12 (2.31%) Data Centre
9 9 (1.73%) Self-Motivation
10 8 (1.54%) Digital Media
10 8 (1.54%) Fixed Income
11 7 (1.35%) Cyber Kill Chain
11 7 (1.35%) Social Media
12 6 (1.15%) Analytical Mindset
12 6 (1.15%) Derivative
12 6 (1.15%) PKI
12 6 (1.15%) Reference Data
13 5 (0.96%) Credit Risk
Operating Systems
1 118 (22.69%) Linux
2 59 (11.35%) Unix
3 4 (0.77%) VME
4 2 (0.38%) Red Hat Enterprise Linux
4 2 (0.38%) Windows
5 1 (0.19%) Android
5 1 (0.19%) Apple iOS
Processes & Methodologies
1 239 (45.96%) Agile Software Development
2 204 (39.23%) Analytics
3 182 (35.00%) Data Modelling
4 157 (30.19%) Data Science
5 130 (25.00%) Machine Learning
6 128 (24.62%) Business Intelligence
6 128 (24.62%) ETL
7 126 (24.23%) Data Engineering
8 95 (18.27%) DevOps
9 91 (17.50%) Software Engineering
10 87 (16.73%) MapReduce
11 70 (13.46%) Scrum
12 66 (12.69%) Data Analytics
13 63 (12.12%) Mentoring
14 62 (11.92%) Computer Science
15 58 (11.15%) Artificial Intelligence
16 48 (9.23%) Open Source
17 46 (8.85%) Microservices
17 46 (8.85%) Visualisation
18 43 (8.27%) Performance Tuning
Programming Languages
1 317 (60.96%) Python
2 252 (48.46%) Java
3 250 (48.08%) SQL
4 238 (45.77%) Scala
5 56 (10.77%) Shell Script
6 52 (10.00%) R
7 48 (9.23%) C#
8 42 (8.08%) JavaScript
9 37 (7.12%) PL/SQL
10 33 (6.35%) Bash Shell
11 30 (5.77%) Kotlin
11 30 (5.77%) PHP
12 27 (5.19%) C
13 24 (4.62%) TypeScript
14 23 (4.42%) ES6
15 18 (3.46%) C++
16 17 (3.27%) Perl
17 16 (3.08%) Ruby
18 12 (2.31%) T-SQL
19 6 (1.15%) Korn
Qualifications
1 59 (11.35%) Degree
2 37 (7.12%) Computer Science Degree
3 13 (2.50%) AWS Certification
4 9 (1.73%) PhD
5 7 (1.35%) MBA
5 7 (1.35%) Security Cleared
6 6 (1.15%) DV Cleared
7 3 (0.58%) CCNA
7 3 (0.58%) CEH
7 3 (0.58%) Cisco Certification
7 3 (0.58%) CISSP
7 3 (0.58%) CompTIA Security+
7 3 (0.58%) GIAC
7 3 (0.58%) Linux+ Certification
7 3 (0.58%) MCSE
7 3 (0.58%) Microsoft Certification
7 3 (0.58%) Network+ Certification
7 3 (0.58%) SANS
7 3 (0.58%) SSCP
8 1 (0.19%) Master's Degree
Quality Assurance & Compliance
1 57 (10.96%) Data Quality
2 36 (6.92%) QA
3 13 (2.50%) GDPR
4 9 (1.73%) ISO/IEC 27001
5 3 (0.58%) CDISC
5 3 (0.58%) HL7
6 1 (0.19%) Actionable Recommendations
System Software
1 131 (25.19%) HDFS
2 53 (10.19%) Docker
3 45 (8.65%) Apache Flume
4 18 (3.46%) Apache ZooKeeper
Systems Management
1 91 (17.50%) Oozie
2 61 (11.73%) Hadoop YARN
3 39 (7.50%) Kubernetes
4 25 (4.81%) Ansible
5 12 (2.31%) Puppet
6 9 (1.73%) Ambari
6 9 (1.73%) Single Sign-On
6 9 (1.73%) Terraform
7 5 (0.96%) HP Quality Center
8 4 (0.77%) Kibana
9 3 (0.58%) Mesos
9 3 (0.58%) Opscode Chef
10 2 (0.38%) Graphite
10 2 (0.38%) Nagios
10 2 (0.38%) Opsview
11 1 (0.19%) Grafana
11 1 (0.19%) Prometheus
Vendors
1 71 (13.65%) Google
2 69 (13.27%) Cloudera
2 69 (13.27%) Oracle
3 50 (9.62%) Hortonworks
4 41 (7.88%) Teradata
5 40 (7.69%) Tableau
6 38 (7.31%) Microsoft
7 28 (5.38%) Talend
8 26 (5.00%) Informatica
9 25 (4.81%) Databricks
10 21 (4.04%) Splunk
11 12 (2.31%) MicroStrategy
12 8 (1.54%) SAP
13 7 (1.35%) Netezza
13 7 (1.35%) Vertica
14 6 (1.15%) EXASOL
14 6 (1.15%) Sybase
15 5 (0.96%) CA Agile Central
15 5 (0.96%) HP
15 5 (0.96%) IBM