Period
to 19 June 2019

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 19 June 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 483 512 554
Rank change year-on-year +29 +42 +30
Permanent jobs citing Apache Hive 858 940 806
As % of all permanent IT jobs advertised in the UK 0.60% 0.55% 0.47%
As % of the Database & Business Intelligence category 2.14% 1.78% 1.52%
Number of salaries quoted 652 668 606
UK median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% -3.70%
10th Percentile £49,337 £40,500 £41,250
90th Percentile £110,000 £98,750 £105,000
UK excluding London median annual salary £57,500 £55,000 £57,000
% change year-on-year +4.55% -3.51% -0.87%

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 40,048 52,759 53,021
As % of all permanent IT jobs advertised in the UK 27.87% 30.65% 30.79%
Number of salaries quoted 32,716 43,271 44,816
UK median annual salary £51,943 £50,000 £47,500
Median salary % change year-on-year +3.89% +5.26% -
10th Percentile £31,250 £31,250 £29,500
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 19 June 2019.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 16 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 19 June 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
England +49 831 £72,500 +3.57% 28
London +52 573 £80,000 +6.67% 10
UK excluding London +20 278 £57,500 +4.55% 20
South West +47 74 £55,000 +10.00% 3
North of England +39 65 £54,000 +8.00% 5
Midlands +81 45 £57,500 -14.81% 5
South East -64 40 £66,250 +10.42% 2
East Midlands +61 37 £65,000 -6.47% 2
East of England +50 35 £65,000 +5.69% 3
Yorkshire -1 33 £54,500 +11.79% 2
North West +33 24 £56,000 +12.00% 3
Scotland +8 19 £60,000 +20.00% 2
West Midlands +36 8 £52,500 -22.22% 3
North East +29 8 £49,337 -26.91%
Wales -1 1 £22,000 -53.68%
Northern Ireland - 1 - -

For the 6 months to 19 June 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 with a requirement for Apache Hive.

1 772 (89.98%) Big Data
2 743 (86.60%) Hadoop
3 733 (85.43%) Apache Spark
4 600 (69.93%) Python
5 469 (54.66%) Java
6 444 (51.75%) SQL
7 442 (51.52%) Analytics
8 423 (49.30%) Agile Software Development
9 419 (48.83%) Scala
10 399 (46.50%) Kafka
11 362 (42.19%) HBase
12 334 (38.93%) Amazon AWS
13 315 (36.71%) Impala
14 289 (33.68%) NoSQL
15 272 (31.70%) Machine Learning
16 268 (31.24%) ETL
17 262 (30.54%) Data Science
18 260 (30.30%) MapReduce
19 240 (27.97%) Cloudera
20 233 (27.16%) Microsoft Azure
21 228 (26.57%) Apache Pig
22 224 (26.11%) Oozie
23 215 (25.06%) Apache Cassandra
24 205 (23.89%) DevOps
25 200 (23.31%) Data Warehouse
26 198 (23.08%) Business Intelligence
27 186 (21.68%) Data Engineering
28 183 (21.33%) Google Cloud Platform
29 181 (21.10%) Hadoop YARN
30 177 (20.63%) HDFS

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
1 733 (85.43%) Apache Spark
2 228 (26.57%) Apache Pig
3 116 (13.52%) Elasticsearch
4 74 (8.62%) Apache
5 51 (5.94%) Apache Solr
6 32 (3.73%) SAS
7 15 (1.75%) Apache Airflow
8 11 (1.28%) Jupyter
9 9 (1.05%) Confluence
9 9 (1.05%) IPython
9 9 (1.05%) JBoss
9 9 (1.05%) WebSphere
10 7 (0.82%) nginx
11 5 (0.58%) Apache Geronimo
11 5 (0.58%) GlassFish
11 5 (0.58%) Tomcat
12 4 (0.47%) WebLogic
13 3 (0.35%) Cloud Foundry
13 3 (0.35%) Luigi
14 1 (0.12%) OpenStack
Applications
1 18 (2.10%) Microsoft Excel
2 6 (0.70%) SPSS
2 6 (0.70%) Weka
3 4 (0.47%) Gephi
4 3 (0.35%) GNU Octave
4 3 (0.35%) Microsoft PowerPoint
4 3 (0.35%) MS Visio
5 1 (0.12%) Microsoft Office
5 1 (0.12%) S-PLUS
5 1 (0.12%) Stata
Business Applications
1 3 (0.35%) Dynamics CRM
2 2 (0.23%) SAP ERP
2 2 (0.23%) SAP InfiniteInsight
Cloud Services
1 334 (38.93%) Amazon AWS
2 233 (27.16%) Microsoft Azure
3 183 (21.33%) Google Cloud Platform
4 85 (9.91%) Power Platform
5 60 (6.99%) Amazon EMR
6 38 (4.43%) Amazon Kinesis
6 38 (4.43%) Amazon S3
7 35 (4.08%) GitHub
8 30 (3.50%) Azure Data Factory
9 27 (3.15%) Serverless
10 18 (2.10%) AWS Lambda
10 18 (2.10%) Cloud Computing
11 16 (1.86%) Amazon EC2
11 16 (1.86%) Google Analytics
12 15 (1.75%) Cortana Intelligence Suite
13 13 (1.52%) PaaS
14 11 (1.28%) Amazon ECS
14 11 (1.28%) Amazon EKS
15 10 (1.17%) Amazon SQS
16 9 (1.05%) IaaS
Communications & Networking
1 21 (2.45%) Internet
2 8 (0.93%) Broadband
3 6 (0.70%) HTTP
3 6 (0.70%) Kerberos
3 6 (0.70%) SSL
4 5 (0.58%) DNS
4 5 (0.58%) VPN
5 4 (0.47%) Ethernet
5 4 (0.47%) MPLS
6 2 (0.23%) Firewall
7 1 (0.12%) HTTPS
7 1 (0.12%) TCP/IP
Database & Business Intelligence
1 772 (89.98%) Big Data
2 743 (86.60%) Hadoop
3 362 (42.19%) HBase
4 315 (36.71%) Impala
5 289 (33.68%) NoSQL
6 215 (25.06%) Apache Cassandra
7 200 (23.31%) Data Warehouse
8 173 (20.16%) MongoDB
9 167 (19.46%) Sqoop
10 126 (14.69%) Amazon Redshift
11 119 (13.87%) SQL Server
12 99 (11.54%) Flink
13 85 (9.91%) Power BI
14 81 (9.44%) Data Lake
15 80 (9.32%) Relational Database
16 76 (8.86%) QlikView
17 69 (8.04%) Couchbase
18 67 (7.81%) CouchDB
19 66 (7.69%) MySQL
20 65 (7.58%) PostgreSQL
Development Applications
1 94 (10.96%) Git (software)
2 71 (8.28%) Jenkins
3 32 (3.73%) JIRA
4 22 (2.56%) Maven
5 18 (2.10%) Artifactory
5 18 (2.10%) Selenium
6 17 (1.98%) Bitbucket
6 17 (1.98%) Cucumber
7 16 (1.86%) Subversion
8 15 (1.75%) Bitbucket Server
9 14 (1.63%) Visual Studio
10 13 (1.52%) git-flow
11 8 (0.93%) Team Foundation Server
12 6 (0.70%) Gradle
12 6 (0.70%) JUnit
12 6 (0.70%) Mercurial
12 6 (0.70%) Sonatype Nexus
12 6 (0.70%) Visual Studio Team System
13 5 (0.58%) Ant
14 4 (0.47%) HP UFT
General
1 124 (14.45%) Finance
2 106 (12.35%) Law
3 78 (9.09%) Banking
4 48 (5.59%) Retail
5 37 (4.31%) Telecoms
6 32 (3.73%) Games
6 32 (3.73%) Marketing
7 18 (2.10%) Investment Banking
8 9 (1.05%) Billing
9 7 (0.82%) Legal
10 3 (0.35%) Advertising
10 3 (0.35%) Electronics
10 3 (0.35%) Financial Institution
10 3 (0.35%) Front Office
10 3 (0.35%) Private Banking
10 3 (0.35%) Retail Banking
11 1 (0.12%) Wholesale Banking
Job Titles
1 354 (41.26%) Data Engineer
2 236 (27.51%) Big Data Engineer
3 163 (19.00%) Developer
4 101 (11.77%) Architect
5 99 (11.54%) Senior Data Engineer
6 95 (11.07%) Data Architect
7 92 (10.72%) Hadoop Engineer
8 75 (8.74%) Data Scientist
9 74 (8.62%) Big Data Developer
10 69 (8.04%) Java Developer
11 67 (7.81%) Big Data Architect
12 66 (7.69%) Python Engineer
13 33 (3.85%) Consultant
14 32 (3.73%) Data Consultant
15 31 (3.61%) Agile Developer
15 31 (3.61%) Agile Java Developer
16 30 (3.50%) Analyst
16 30 (3.50%) Senior Developer
17 26 (3.03%) SQL Developer
18 25 (2.91%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 399 (46.50%) Kafka
2 114 (13.29%) Apache NiFi
3 84 (9.79%) Spark Streaming
4 43 (5.01%) Web Services
5 27 (3.15%) HTML
6 23 (2.68%) D3.js
7 22 (2.56%) Elastic Stack
8 21 (2.45%) Pandas
9 19 (2.21%) scikit-learn
10 18 (2.10%) Spring
11 17 (1.98%) CSS
11 17 (1.98%) RabbitMQ
12 16 (1.86%) Java EE
12 16 (1.86%) Natural Language Processing
13 15 (1.75%) .NET
13 15 (1.75%) Apache Beam
13 15 (1.75%) NumPy
14 14 (1.63%) REST
15 13 (1.52%) JSON
16 12 (1.40%) Hibernate
Miscellaneous
1 151 (17.60%) Analytical Skills
2 75 (8.74%) Data Structures
3 69 (8.04%) Algorithms
4 29 (3.38%) Social Media
5 26 (3.03%) Management Information System
6 18 (2.10%) Analytical Mindset
7 16 (1.86%) Cloud Native
8 15 (1.75%) Cyber Kill Chain
8 15 (1.75%) Greenfield Project
9 14 (1.63%) Public Cloud
10 9 (1.05%) Enterprise Software
11 8 (0.93%) Linux Command Line
11 8 (0.93%) Virtual Team
12 7 (0.82%) Mainframe
12 7 (0.82%) User Experience
13 5 (0.58%) Credit Risk
14 4 (0.47%) Cybercrime
14 4 (0.47%) Data Centre
14 4 (0.47%) Digital Media
14 4 (0.47%) Linked Data
Operating Systems
1 141 (16.43%) Linux
2 115 (13.40%) Unix
3 7 (0.82%) Windows
4 4 (0.47%) Mac OS X
4 4 (0.47%) Oracle Linux
5 3 (0.35%) Debian
5 3 (0.35%) Red Hat Enterprise Linux
6 2 (0.23%) CentOS
6 2 (0.23%) VME
Processes & Methodologies
1 442 (51.52%) Analytics
2 423 (49.30%) Agile Software Development
3 272 (31.70%) Machine Learning
4 268 (31.24%) ETL
5 262 (30.54%) Data Science
6 260 (30.30%) MapReduce
7 205 (23.89%) DevOps
8 198 (23.08%) Business Intelligence
9 186 (21.68%) Data Engineering
10 163 (19.00%) Data Modelling
11 160 (18.65%) Scrum
12 152 (17.72%) Software Engineering
13 150 (17.48%) Data Analytics
14 135 (15.73%) Visualisation
15 111 (12.94%) Data Analysis
16 96 (11.19%) Mentoring
17 80 (9.32%) Artificial Intelligence
18 77 (8.97%) Kanban
19 76 (8.86%) Data Architecture
20 73 (8.51%) Use Case
Programming Languages
1 600 (69.93%) Python
2 469 (54.66%) Java
3 444 (51.75%) SQL
4 419 (48.83%) Scala
5 122 (14.22%) R
6 49 (5.71%) PL/SQL
7 41 (4.78%) Bash Shell
8 35 (4.08%) JavaScript
9 33 (3.85%) C
9 33 (3.85%) C#
9 33 (3.85%) C++
10 28 (3.26%) Shell Script
11 20 (2.33%) Perl
12 12 (1.40%) T-SQL
13 11 (1.28%) Clojure
14 10 (1.17%) MATLAB
14 10 (1.17%) VBA
15 8 (0.93%) PowerShell
15 8 (0.93%) U-SQL
16 6 (0.70%) Java 8
Qualifications
1 79 (9.21%) Degree
2 38 (4.43%) Security Cleared
3 25 (2.91%) Computer Science Degree
4 24 (2.80%) SC Cleared
5 22 (2.56%) PhD
6 14 (1.63%) DV Cleared
7 11 (1.28%) PMI Certification
7 11 (1.28%) PMP
8 8 (0.93%) AWS Certification
8 8 (0.93%) Master's Degree
9 5 (0.58%) Numerate Degree
Quality Assurance & Compliance
1 48 (5.59%) Data Quality
2 22 (2.56%) QA
3 16 (1.86%) GDPR
4 5 (0.58%) ISO/IEC 27001
5 4 (0.47%) PCI DSS
6 1 (0.12%) Basel III
6 1 (0.12%) EMIR
6 1 (0.12%) IFRS
6 1 (0.12%) MiFID
System Software
1 177 (20.63%) HDFS
2 137 (15.97%) Apache Flume
3 86 (10.02%) Apache ZooKeeper
4 73 (8.51%) Docker
5 3 (0.35%) Active Directory
5 3 (0.35%) Hyper-V
5 3 (0.35%) VMware Infrastructure
6 1 (0.12%) Cronacle
Systems Management
1 224 (26.11%) Oozie
2 181 (21.10%) Hadoop YARN
3 50 (5.83%) Ambari
3 50 (5.83%) Ansible
4 30 (3.50%) Kubernetes
5 20 (2.33%) Terraform
6 17 (1.98%) Puppet
7 15 (1.75%) Opscode Chef
8 14 (1.63%) Kibana
9 7 (0.82%) Mesos
10 5 (0.58%) Control-M
11 3 (0.35%) Marathon
12 2 (0.23%) Prometheus
13 1 (0.12%) Graphite
13 1 (0.12%) Icinga
13 1 (0.12%) Single Sign-On
Vendors
1 240 (27.97%) Cloudera
2 149 (17.37%) Hortonworks
3 140 (16.32%) Oracle
4 119 (13.87%) Tableau
5 112 (13.05%) Informatica
6 99 (11.54%) Microsoft
7 93 (10.84%) Google
8 89 (10.37%) Databricks
9 69 (8.04%) Talend
10 68 (7.93%) MapR
11 54 (6.29%) IBM
12 43 (5.01%) Teradata
13 30 (3.50%) Splunk
14 22 (2.56%) SAP
15 20 (2.33%) TIBCO
16 19 (2.21%) Ab Initio
17 18 (2.10%) Vertica
17 18 (2.10%) VMware
18 17 (1.98%) Greenplum
18 17 (1.98%) Netezza