Period
to 29 March 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 29 March 2020 with a comparison to the same period in the previous 2 years.

Apache Hive
UK > England
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 561 466 520
Rank change year-on-year -95 +54 +6
Permanent jobs citing Apache Hive 442 850 866
As % of all permanent jobs advertised in England 0.40% 0.61% 0.53%
As % of the Database & Business Intelligence category 1.52% 2.17% 1.71%
Number of salaries quoted 361 618 671
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 £47,500 £40,500
90th Percentile £91,250 £106,250 £100,000
UK median annual salary £72,500 £75,000 £70,000
% change year-on-year -3.33% +7.14% +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 29,171 39,188 50,719
As % of all permanent IT jobs advertised in England 26.64% 28.29% 30.76%
Number of salaries quoted 24,008 32,508 42,700
Median annual salary £53,000 £52,500 £50,000
Median salary % change year-on-year +0.95% +5.00% +5.26%
10th Percentile £32,500 £31,250 £31,000
90th Percentile £88,750 £86,250 £80,000
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

Apache Hive
Job Vacancy Trend in England

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

Job vacancy trend for Apache Hive in England

Apache Hive
Salary Trend in England

3-month moving average salary quoted in jobs citing Apache Hive in England.

Salary trend for Apache Hive in England

Apache Hive
Salary Histogram in England

Salary distribution for jobs citing Apache Hive in England over the 6 months to 29 March 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 29 March 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 -106 258 £72,500 -9.38% 34
Midlands +86 68 £72,500 +26.09% 6
East Midlands +53 53 £72,500 -3.33%
North of England +47 42 £54,486 -0.94% 4
East of England +63 35 £75,000 +3.45% 5
South East +21 28 £52,500 +5.00% 4
North West +41 19 £47,500 -24.00% 1
Yorkshire +37 18 £54,671 +10.07% 3
West Midlands +55 15 £60,000 +14.29% 6
South West -9 7 £42,500 -30.89%
North East +1 5 £54,671 +10.81%
Apache Hive
UK

For the 6 months to 29 March 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.

1 389 (88.01%) Hadoop
2 386 (87.33%) Big Data
3 348 (78.73%) Apache Spark
4 276 (62.44%) Python
5 225 (50.90%) SQL
6 219 (49.55%) Java
7 217 (49.10%) Scala
8 213 (48.19%) Agile Software Development
9 201 (45.48%) AWS
10 177 (40.05%) Analytics
11 156 (35.29%) Azure
12 151 (34.16%) NoSQL
13 149 (33.71%) Data Modelling
14 148 (33.48%) HBase
15 140 (31.67%) Kafka
15 140 (31.67%) Impala
16 131 (29.64%) Data Science
17 120 (27.15%) Machine Learning
18 116 (26.24%) ETL
19 106 (23.98%) Finance
19 106 (23.98%) HDFS
19 106 (23.98%) Data Engineering
20 93 (21.04%) Data Warehouse
20 93 (21.04%) DevOps
21 88 (19.91%) Analytical Skills
21 88 (19.91%) Business Intelligence
22 82 (18.55%) MapReduce
23 81 (18.33%) Git (software)
24 80 (18.10%) GCP
25 76 (17.19%) Linux

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
1 348 (78.73%) Apache Spark
2 38 (8.60%) Apache
3 26 (5.88%) Apache Pig
4 25 (5.66%) Apache Airflow
5 16 (3.62%) Elasticsearch
5 16 (3.62%) SAS
6 12 (2.71%) Luigi
7 10 (2.26%) Jupyter
8 6 (1.36%) IPython
8 6 (1.36%) Tomcat
9 5 (1.13%) Confluence
9 5 (1.13%) SharePoint
10 4 (0.90%) Cloud Foundry
11 2 (0.45%) nginx
12 1 (0.23%) Apache Solr
12 1 (0.23%) OpenStack
Applications
1 6 (1.36%) Microsoft Excel
2 4 (0.90%) SPSS
3 3 (0.68%) Gephi
4 2 (0.45%) Microsoft Office
4 2 (0.45%) Microsoft PowerPoint
Business Applications
1 5 (1.13%) Sparx Enterprise Architect
2 2 (0.45%) SAP ERP
2 2 (0.45%) SAP InfiniteInsight
Cloud Services
1 201 (45.48%) AWS
2 156 (35.29%) Azure
3 80 (18.10%) GCP
4 60 (13.57%) Amazon EMR
5 51 (11.54%) Amazon S3
6 29 (6.56%) Amazon Kinesis
7 25 (5.66%) Azure Data Factory
8 20 (4.52%) Serverless
9 17 (3.85%) AWS Lambda
10 13 (2.94%) Power Platform
11 12 (2.71%) PaaS
12 11 (2.49%) Cloud Computing
13 9 (2.04%) Amazon SQS
14 6 (1.36%) Amazon SageMaker
14 6 (1.36%) IaaS
15 5 (1.13%) AdWords
16 3 (0.68%) Amazon EC2
16 3 (0.68%) AWS Step Functions
16 3 (0.68%) Cortana Intelligence Suite
17 2 (0.45%) SaaS
Communications & Networking
1 12 (2.71%) SSL
2 11 (2.49%) HTTP
3 9 (2.04%) DNS
4 7 (1.58%) Firewall
4 7 (1.58%) VPN
5 6 (1.36%) TCP/IP
6 4 (0.90%) ATM
6 4 (0.90%) Intrusion Detection
6 4 (0.90%) Kerberos
7 3 (0.68%) Ethernet
7 3 (0.68%) MPLS
8 2 (0.45%) HTTPS
9 1 (0.23%) 4G
9 1 (0.23%) Broadband
9 1 (0.23%) Internet
Database & Business Intelligence
1 389 (88.01%) Hadoop
2 386 (87.33%) Big Data
3 151 (34.16%) NoSQL
4 148 (33.48%) HBase
5 140 (31.67%) Impala
6 93 (21.04%) Data Warehouse
7 63 (14.25%) Amazon Redshift
7 63 (14.25%) MongoDB
8 62 (14.03%) Apache Cassandra
9 57 (12.90%) SQL Server
10 54 (12.22%) Relational Database
11 52 (11.76%) Data Lake
12 48 (10.86%) PostgreSQL
13 45 (10.18%) Sqoop
14 37 (8.37%) Apache Kudu
15 36 (8.14%) MySQL
16 32 (7.24%) Amazon DynamoDB
16 32 (7.24%) Presto
17 29 (6.56%) Snowflake Schema
18 28 (6.33%) HDInsight
Development Applications
1 81 (18.33%) Git (software)
2 41 (9.28%) Jenkins
3 17 (3.85%) JIRA
4 13 (2.94%) Sonatype Nexus
5 9 (2.04%) Subversion
6 8 (1.81%) GitLab
6 8 (1.81%) JUnit
7 7 (1.58%) Atlassian Bamboo
7 7 (1.58%) Maven
8 6 (1.36%) Gradle
8 6 (1.36%) IBM UrbanCode
9 5 (1.13%) Ant
9 5 (1.13%) Bitbucket
9 5 (1.13%) Bitbucket Server
9 5 (1.13%) ERwin
9 5 (1.13%) git-flow
9 5 (1.13%) kappa
9 5 (1.13%) TeamCity
10 4 (0.90%) Visual Studio Team System
11 3 (0.68%) Mercurial
General
1 106 (23.98%) Finance
2 26 (5.88%) Marketing
3 24 (5.43%) Banking
4 21 (4.75%) Retail
5 17 (3.85%) Public Sector
6 11 (2.49%) Legal
7 6 (1.36%) Billing
8 5 (1.13%) Front Office
9 2 (0.45%) Automotive
9 2 (0.45%) Manufacturing
10 1 (0.23%) Games
10 1 (0.23%) Local Government
10 1 (0.23%) Publishing
10 1 (0.23%) Retail Banking
10 1 (0.23%) Telecoms
Job Titles
1 160 (36.20%) Data Engineer
2 100 (22.62%) Developer
3 82 (18.55%) Architect
4 73 (16.52%) Data Architect
5 68 (15.38%) Java Developer
6 52 (11.76%) Big Data Engineer
7 33 (7.47%) Senior Data Engineer
7 33 (7.47%) Senior Developer
8 31 (7.01%) Big Data Developer
9 28 (6.33%) Big Data Architect
10 26 (5.88%) Agile Developer
11 25 (5.66%) Agile Java Developer
11 25 (5.66%) Senior Java Developer
12 22 (4.98%) Senior Big Data Developer
13 21 (4.75%) Data Scientist
14 20 (4.52%) Python Engineer
15 19 (4.30%) Analytics Developer
16 18 (4.07%) Analyst
16 18 (4.07%) Cloud Architect
16 18 (4.07%) Data Analyst
Libraries, Frameworks & Software Standards
1 140 (31.67%) Kafka
2 32 (7.24%) Node.js
3 30 (6.79%) RESTful
4 27 (6.11%) AngularJS
5 21 (4.75%) HTML
5 21 (4.75%) React
5 21 (4.75%) scikit-learn
6 20 (4.52%) CSS
6 20 (4.52%) HTML5
7 18 (4.07%) Web Services
8 16 (3.62%) PySpark
9 15 (3.39%) J2EE
10 14 (3.17%) Elastic Stack
10 14 (3.17%) Pandas
11 13 (2.94%) Play Framework
12 12 (2.71%) Apache NiFi
13 11 (2.49%) MLlib
13 11 (2.49%) Natural Language Processing
14 10 (2.26%) Lambda Expressions
14 10 (2.26%) LAPP Stack
Miscellaneous
1 88 (19.91%) Analytical Skills
2 55 (12.44%) Algorithms
3 28 (6.33%) Data Structures
4 18 (4.07%) Virtual Team
5 15 (3.39%) Enterprise Software
6 14 (3.17%) Cloud Native
6 14 (3.17%) Public Cloud
7 13 (2.94%) Management Information System
8 11 (2.49%) Greenfield Project
9 10 (2.26%) Self-Motivation
10 8 (1.81%) Digital Media
11 7 (1.58%) Data Centre
12 6 (1.36%) PKI
12 6 (1.36%) Social Media
13 5 (1.13%) Analytical Mindset
13 5 (1.13%) Credit Risk
13 5 (1.13%) Cyber Kill Chain
13 5 (1.13%) Derivative
13 5 (1.13%) Fixed Income
13 5 (1.13%) Foreign Exchange (FX)
Operating Systems
1 76 (17.19%) Linux
2 50 (11.31%) Unix
3 4 (0.90%) VME
3 4 (0.90%) Windows
4 3 (0.68%) Android
4 3 (0.68%) Apple iOS
5 2 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 213 (48.19%) Agile Software Development
2 177 (40.05%) Analytics
3 149 (33.71%) Data Modelling
4 131 (29.64%) Data Science
5 120 (27.15%) Machine Learning
6 116 (26.24%) ETL
7 106 (23.98%) Data Engineering
8 93 (21.04%) DevOps
9 88 (19.91%) Business Intelligence
10 82 (18.55%) MapReduce
11 76 (17.19%) Scrum
12 73 (16.52%) Software Engineering
13 61 (13.80%) Data Analytics
14 54 (12.22%) Artificial Intelligence
15 53 (11.99%) Computer Science
15 53 (11.99%) Mentoring
16 41 (9.28%) Performance Tuning
16 41 (9.28%) Visualisation
17 40 (9.05%) Open Source
18 39 (8.82%) Continuous Integration
Programming Languages
1 276 (62.44%) Python
2 225 (50.90%) SQL
3 219 (49.55%) Java
4 217 (49.10%) Scala
5 50 (11.31%) R
6 43 (9.73%) Shell Script
7 41 (9.28%) JavaScript
8 38 (8.60%) C#
9 28 (6.33%) Kotlin
9 28 (6.33%) PHP
10 26 (5.88%) Bash Shell
11 21 (4.75%) TypeScript
12 20 (4.52%) ES6
13 19 (4.30%) PL/SQL
14 14 (3.17%) C
14 14 (3.17%) C++
14 14 (3.17%) Perl
15 11 (2.49%) Ruby
16 10 (2.26%) T-SQL
17 6 (1.36%) Korn
Qualifications
1 56 (12.67%) Degree
2 35 (7.92%) Computer Science Degree
3 13 (2.94%) AWS Certification
4 8 (1.81%) PhD
5 7 (1.58%) MBA
6 3 (0.68%) CCNA
6 3 (0.68%) CEH
6 3 (0.68%) Cisco Certification
6 3 (0.68%) CISSP
6 3 (0.68%) CompTIA Security+
6 3 (0.68%) DV Cleared
6 3 (0.68%) GIAC
6 3 (0.68%) Linux+ Certification
6 3 (0.68%) MCSE
6 3 (0.68%) Microsoft Certification
6 3 (0.68%) Network+ Certification
6 3 (0.68%) SANS
6 3 (0.68%) Security Cleared
6 3 (0.68%) SSCP
7 2 (0.45%) ISTQB
Quality Assurance & Compliance
1 47 (10.63%) Data Quality
2 23 (5.20%) QA
3 10 (2.26%) GDPR
4 6 (1.36%) ISO/IEC 27001
5 3 (0.68%) CDISC
5 3 (0.68%) HL7
6 1 (0.23%) Actionable Recommendations
System Software
1 106 (23.98%) HDFS
2 48 (10.86%) Docker
3 41 (9.28%) Apache Flume
4 20 (4.52%) Apache ZooKeeper
Systems Management
1 71 (16.06%) Oozie
2 44 (9.95%) Hadoop YARN
3 41 (9.28%) Kubernetes
4 14 (3.17%) Ansible
5 10 (2.26%) Puppet
6 9 (2.04%) Terraform
7 5 (1.13%) Mesos
7 5 (1.13%) Opscode Chef
8 4 (0.90%) Ambari
8 4 (0.90%) Single Sign-On
9 2 (0.45%) Graphite
9 2 (0.45%) HP Quality Center
9 2 (0.45%) Kibana
9 2 (0.45%) Nagios
9 2 (0.45%) Opsview
10 1 (0.23%) Grafana
10 1 (0.23%) Prometheus
Vendors
1 64 (14.48%) Google
2 58 (13.12%) Oracle
3 51 (11.54%) Cloudera
4 37 (8.37%) Tableau
5 34 (7.69%) Microsoft
5 34 (7.69%) Talend
6 32 (7.24%) Hortonworks
7 24 (5.43%) Informatica
8 23 (5.20%) Teradata
9 22 (4.98%) Databricks
9 22 (4.98%) Splunk
10 14 (3.17%) MicroStrategy
11 7 (1.58%) Netezza
11 7 (1.58%) SAP
12 6 (1.36%) EXASOL
12 6 (1.36%) Sybase
12 6 (1.36%) Vertica
13 5 (1.13%) SolarWinds
13 5 (1.13%) Sparx
14 4 (0.90%) Paxata