Period
to 27 January 2020

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

Apache Hive
UK > England
6 months to
27 Jan 2020
Same period 2019 Same period 2018
Rank 539 461 587
Rank change year-on-year -78 +126 -34
Permanent jobs citing Apache Hive 526 871 706
As % of all permanent IT jobs advertised in England 0.46% 0.63% 0.44%
As % of the Database & Business Intelligence category 1.70% 2.19% 1.42%
Number of salaries quoted 433 587 569
England median annual salary £72,500 £72,500 £70,000
Median salary % change year-on-year - +3.57% +7.69%
10th Percentile £48,750 £45,000 £41,250
90th Percentile £98,510 £101,750 £102,500
UK median annual salary £72,500 £72,500 £70,000
% change year-on-year - +3.57% +7.69%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 30,974 39,731 49,613
As % of all permanent IT jobs advertised in England 26.84% 28.52% 30.60%
Number of salaries quoted 25,622 32,897 41,606
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £90,000 £85,000 £77,500
UK median annual salary £52,500 £52,500 £48,000
% change year-on-year - +9.38% +1.05%

Apache Hive
Job Vacancy Trend in England

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

Job vacancy trend for Apache Hive in England

Apache Hive
Salary Trend in England

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

Salary trend for Apache Hive in England

Apache Hive
Salary Histogram in England

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

Salary histogram for Apache Hive in England

Apache Hive
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the England region over the 6 months to 27 January 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
London -87 309 £75,000 -6.25% 48
Midlands +78 76 £72,500 +20.83% 4
East Midlands +62 61 £72,500 -3.33% 4
North of England +45 52 £54,671 -6.94% 7
East of England +55 36 £75,000 +3.45% 7
Yorkshire +25 26 £55,000 -2.96% 4
South West -6 26 £48,750 -11.36% 3
South East -50 23 £50,000 -21.57% 7
North West +46 19 £46,640 -36.28% 3
West Midlands +48 15 £65,000 +23.81%
North East +4 7 £54,671 +10.81%
Apache Hive
UK

For the 6 months to 27 January 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 across the England region with a requirement for Apache Hive.

1 460 (87.45%) Big Data
2 455 (86.50%) Hadoop
3 407 (77.38%) Apache Spark
4 314 (59.70%) Python
5 251 (47.72%) Java
6 245 (46.58%) SQL
7 243 (46.20%) Agile Software Development
8 229 (43.54%) Scala
9 213 (40.49%) AWS
10 187 (35.55%) Azure
11 181 (34.41%) Analytics
12 180 (34.22%) Data Modelling
13 174 (33.08%) Impala
14 163 (30.99%) Data Science
15 157 (29.85%) HDFS
16 150 (28.52%) Linux
17 149 (28.33%) NoSQL
18 147 (27.95%) HBase
19 144 (27.38%) Kafka
20 137 (26.05%) Machine Learning
21 130 (24.71%) Business Intelligence
21 130 (24.71%) Data Engineering
22 126 (23.95%) ETL
23 118 (22.43%) Analytical Skills
24 110 (20.91%) Data Warehouse
25 104 (19.77%) Finance
26 95 (18.06%) DevOps
26 95 (18.06%) Oozie
27 92 (17.49%) MapReduce
27 92 (17.49%) Git (software)

Apache Hive
Co-occurring IT Skills in England 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
1 407 (77.38%) Apache Spark
2 63 (11.98%) Apache
3 40 (7.60%) Apache Airflow
4 28 (5.32%) Elasticsearch
5 26 (4.94%) Apache Pig
6 14 (2.66%) Luigi
7 12 (2.28%) SAS
8 11 (2.09%) Jupyter
9 10 (1.90%) SharePoint
10 8 (1.52%) nginx
11 7 (1.33%) Tomcat
12 6 (1.14%) IPython
13 5 (0.95%) Apache Solr
14 4 (0.76%) Confluence
15 1 (0.19%) JBoss
15 1 (0.19%) OpenStack
15 1 (0.19%) WebLogic
15 1 (0.19%) WebSphere
Applications
1 4 (0.76%) Gephi
1 4 (0.76%) Microsoft Excel
2 3 (0.57%) SPSS
3 2 (0.38%) Microsoft Office
3 2 (0.38%) Microsoft PowerPoint
4 1 (0.19%) SPSS Modeler
Business Applications
1 5 (0.95%) Sparx Enterprise Architect
2 1 (0.19%) FINCAD Analytics
2 1 (0.19%) SAP ERP
2 1 (0.19%) SAP InfiniteInsight
Cloud Services
1 213 (40.49%) AWS
2 187 (35.55%) Azure
3 87 (16.54%) Amazon S3
4 83 (15.78%) GCP
5 73 (13.88%) Amazon EMR
6 34 (6.46%) Amazon Kinesis
7 28 (5.32%) Serverless
8 26 (4.94%) PaaS
9 25 (4.75%) AWS Lambda
10 23 (4.37%) Azure Data Factory
11 13 (2.47%) IaaS
12 12 (2.28%) Power Platform
13 8 (1.52%) AWS CloudFormation
14 7 (1.33%) Amazon SageMaker
15 6 (1.14%) Amazon SQS
16 5 (0.95%) AdWords
16 5 (0.95%) GitHub
17 4 (0.76%) Cloud Computing
18 3 (0.57%) Amazon EC2
18 3 (0.57%) SaaS
Communications & Networking
1 16 (3.04%) HTTP
1 16 (3.04%) SSL
2 15 (2.85%) VPN
3 11 (2.09%) DNS
3 11 (2.09%) Firewall
3 11 (2.09%) Kerberos
4 7 (1.33%) Internet
5 6 (1.14%) Broadband
5 6 (1.14%) TCP/IP
6 5 (0.95%) Ethernet
6 5 (0.95%) HTTPS
6 5 (0.95%) MPLS
7 4 (0.76%) ATM
8 1 (0.19%) 4G
8 1 (0.19%) Intrusion Detection
Database & Business Intelligence
1 460 (87.45%) Big Data
2 455 (86.50%) Hadoop
3 174 (33.08%) Impala
4 149 (28.33%) NoSQL
5 147 (27.95%) HBase
6 110 (20.91%) Data Warehouse
7 79 (15.02%) SQL Server
8 71 (13.50%) PostgreSQL
9 63 (11.98%) Amazon Redshift
10 61 (11.60%) MongoDB
11 60 (11.41%) Presto
12 56 (10.65%) Relational Database
13 53 (10.08%) Data Lake
14 52 (9.89%) Sqoop
15 46 (8.75%) Apache Cassandra
16 44 (8.37%) MySQL
17 43 (8.17%) HDInsight
18 40 (7.60%) BigQuery
19 39 (7.41%) Amazon DynamoDB
20 36 (6.84%) Data Mining
Development Applications
1 92 (17.49%) Git (software)
2 52 (9.89%) Jenkins
3 39 (7.41%) JIRA
4 16 (3.04%) Bitbucket
5 15 (2.85%) Bitbucket Server
5 15 (2.85%) Subversion
6 14 (2.66%) git-flow
6 14 (2.66%) ProC
7 9 (1.71%) Mercurial
8 8 (1.52%) Atlassian Bamboo
8 8 (1.52%) kappa
9 6 (1.14%) GitLab
9 6 (1.14%) Gradle
9 6 (1.14%) Sonatype Nexus
10 5 (0.95%) ERwin
11 3 (0.57%) JUnit
11 3 (0.57%) Maven
11 3 (0.57%) Selenium
11 3 (0.57%) Visual Studio Team System
12 2 (0.38%) TeamCity
General
1 104 (19.77%) Finance
2 21 (3.99%) Marketing
3 18 (3.42%) Banking
4 17 (3.23%) Public Sector
5 16 (3.04%) Retail
6 14 (2.66%) Games
7 13 (2.47%) Legal
8 6 (1.14%) Billing
9 5 (0.95%) Front Office
9 5 (0.95%) Telecoms
10 3 (0.57%) Advertising
10 3 (0.57%) Automotive
11 1 (0.19%) Local Government
11 1 (0.19%) Retail Banking
Job Titles
1 194 (36.88%) Data Engineer
2 128 (24.33%) Developer
3 91 (17.30%) Architect
4 88 (16.73%) Java Developer
5 72 (13.69%) Data Architect
6 55 (10.46%) Big Data Engineer
7 51 (9.70%) Senior Data Engineer
8 42 (7.98%) Big Data Developer
9 39 (7.41%) Agile Developer
9 39 (7.41%) Data Scientist
10 38 (7.22%) Agile Java Developer
11 32 (6.08%) Senior Developer
12 28 (5.32%) Cloud Architect
13 25 (4.75%) Senior Java Developer
14 24 (4.56%) Software Engineer
15 23 (4.37%) Senior Big Data Developer
16 22 (4.18%) Big Data Architect
17 18 (3.42%) Java Engineer
18 17 (3.23%) Analyst
18 17 (3.23%) Data Analyst
Libraries, Frameworks & Software Standards
1 144 (27.38%) Kafka
2 37 (7.03%) Node.js
3 35 (6.65%) AngularJS
4 33 (6.27%) RESTful
5 30 (5.70%) Elastic Stack
6 29 (5.51%) React
7 27 (5.13%) HTML
8 26 (4.94%) CSS
9 25 (4.75%) HTML5
10 22 (4.18%) LAPP Stack
11 19 (3.61%) scikit-learn
12 18 (3.42%) PySpark
13 17 (3.23%) Lambda Expressions
14 15 (2.85%) Pandas
15 13 (2.47%) Natural Language Processing
15 13 (2.47%) RabbitMQ
16 12 (2.28%) MLlib
16 12 (2.28%) Web Services
17 11 (2.09%) NumPy
17 11 (2.09%) OAuth
Miscellaneous
1 118 (22.43%) Analytical Skills
2 68 (12.93%) Algorithms
3 38 (7.22%) Data Structures
4 23 (4.37%) Management Information System
5 16 (3.04%) Cyber Kill Chain
6 14 (2.66%) Analytical Mindset
7 13 (2.47%) Greenfield Project
7 13 (2.47%) Public Cloud
8 12 (2.28%) Cloud Native
8 12 (2.28%) Data Centre
9 11 (2.09%) Social Media
10 9 (1.71%) Digital Media
11 8 (1.52%) Enterprise Software
11 8 (1.52%) Virtual Team
12 7 (1.33%) Fixed Income
12 7 (1.33%) Linked Data
13 6 (1.14%) PKI
13 6 (1.14%) Self-Motivation
14 5 (0.95%) Derivative
14 5 (0.95%) Reference Data
Operating Systems
1 150 (28.52%) Linux
2 60 (11.41%) Unix
3 7 (1.33%) Red Hat Enterprise Linux
4 4 (0.76%) VME
5 1 (0.19%) CentOS
5 1 (0.19%) Windows
Processes & Methodologies
1 243 (46.20%) Agile Software Development
2 181 (34.41%) Analytics
3 180 (34.22%) Data Modelling
4 163 (30.99%) Data Science
5 137 (26.05%) Machine Learning
6 130 (24.71%) Business Intelligence
6 130 (24.71%) Data Engineering
7 126 (23.95%) ETL
8 95 (18.06%) DevOps
9 92 (17.49%) MapReduce
10 79 (15.02%) Software Engineering
11 67 (12.74%) Scrum
12 65 (12.36%) Visualisation
13 61 (11.60%) Computer Science
13 61 (11.60%) Data Analytics
14 57 (10.84%) Mentoring
15 55 (10.46%) Artificial Intelligence
16 50 (9.51%) Mathematics
17 46 (8.75%) Microservices
18 44 (8.37%) Open Source
Programming Languages
1 314 (59.70%) Python
2 251 (47.72%) Java
3 245 (46.58%) SQL
4 229 (43.54%) Scala
5 58 (11.03%) R
6 53 (10.08%) Shell Script
7 48 (9.13%) C#
8 43 (8.17%) Bash Shell
9 42 (7.98%) JavaScript
10 39 (7.41%) C
11 35 (6.65%) PL/SQL
12 33 (6.27%) PHP
13 27 (5.13%) Kotlin
14 23 (4.37%) Perl
15 22 (4.18%) TypeScript
16 21 (3.99%) ES6
17 20 (3.80%) C++
18 15 (2.85%) Ruby
19 11 (2.09%) T-SQL
20 9 (1.71%) Go
Qualifications
1 54 (10.27%) Degree
2 33 (6.27%) Computer Science Degree
3 15 (2.85%) Security Cleared
4 13 (2.47%) PhD
5 11 (2.09%) DV Cleared
6 9 (1.71%) AWS Certification
7 4 (0.76%) Master's Degree
7 4 (0.76%) Numerate Degree
7 4 (0.76%) SC Cleared
8 3 (0.57%) MBA
8 3 (0.57%) Microsoft Certification
9 2 (0.38%) MCSA
10 1 (0.19%) CCNA
10 1 (0.19%) Cisco Certification
10 1 (0.19%) CISSP
10 1 (0.19%) MCSE
10 1 (0.19%) Network+ Certification
10 1 (0.19%) PMI Certification
10 1 (0.19%) PMP
10 1 (0.19%) SSCP
Quality Assurance & Compliance
1 58 (11.03%) Data Quality
2 42 (7.98%) QA
3 15 (2.85%) GDPR
4 10 (1.90%) ISO/IEC 27001
5 3 (0.57%) CDISC
5 3 (0.57%) HL7
System Software
1 157 (29.85%) HDFS
2 60 (11.41%) Docker
3 47 (8.94%) Apache Flume
4 10 (1.90%) Apache ZooKeeper
Systems Management
1 95 (18.06%) Oozie
2 73 (13.88%) Hadoop YARN
3 37 (7.03%) Kubernetes
4 33 (6.27%) Ansible
5 16 (3.04%) Terraform
6 12 (2.28%) Ambari
6 12 (2.28%) Puppet
7 10 (1.90%) Single Sign-On
8 5 (0.95%) HP Quality Center
8 5 (0.95%) Kibana
9 3 (0.57%) Mesos
9 3 (0.57%) 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%) logstash
11 1 (0.19%) Marathon
11 1 (0.19%) Prometheus
Vendors
1 75 (14.26%) Cloudera
2 63 (11.98%) Oracle
3 62 (11.79%) Google
4 57 (10.84%) Hortonworks
5 40 (7.60%) Teradata
6 31 (5.89%) Microsoft
7 30 (5.70%) Informatica
8 29 (5.51%) Splunk
9 28 (5.32%) Tableau
10 25 (4.75%) Databricks
10 25 (4.75%) Talend
11 12 (2.28%) MicroStrategy
12 7 (1.33%) SAP
13 6 (1.14%) EXASOL
14 5 (0.95%) CA Agile Central
14 5 (0.95%) HP
14 5 (0.95%) IBM
14 5 (0.95%) Red Hat
14 5 (0.95%) Sparx
15 4 (0.76%) UiPath