Period
to 24 May 2019

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

Apache Hive
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 462 499 537
Rank change year-on-year +37 +38 +40
Permanent jobs citing Apache Hive 841 902 782
As % of all permanent IT jobs advertised in England 0.63% 0.56% 0.49%
As % of the Database & Business Intelligence category 2.24% 1.82% 1.60%
Number of salaries quoted 618 646 615
England median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% -3.70%
10th Percentile £48,925 £41,875 £41,450
90th Percentile £107,500 £100,000 £105,000
UK 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 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 37,606 49,613 48,969
As % of all permanent IT jobs advertised in England 27.97% 30.74% 30.69%
Number of salaries quoted 30,965 40,957 42,004
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £86,250 £81,250 £77,500
UK median annual salary £52,095 £50,000 £47,500
% change year-on-year +4.19% +5.26% -

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 24 May 2019.

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 24 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
London +50 600 £80,000 - 14
North of England +55 73 £49,337 -1.33% 3
South West +48 65 £55,000 +10.00% 3
South East -65 42 £57,500 -4.17% 1
Midlands +58 40 £57,500 -5.35% 6
Yorkshire +5 34 £49,337 -1.33% 1
East Midlands +63 29 £57,500 +6.48% 2
North West +30 26 £54,500 +9.00% 2
East of England +47 22 £65,000 +5.69% 2
North East +30 13 £49,337 -26.91%
West Midlands +16 11 £52,500 -22.22% 4
Apache Hive
UK

For the 6 months to 24 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 England region with a requirement for Apache Hive.

1 753 (89.54%) Hadoop
2 751 (89.30%) Big Data
3 715 (85.02%) Apache Spark
4 618 (73.48%) Python
5 485 (57.67%) Java
6 443 (52.68%) SQL
7 438 (52.08%) Analytics
8 431 (51.25%) Scala
9 421 (50.06%) Agile Software Development
10 416 (49.46%) Kafka
11 376 (44.71%) HBase
12 339 (40.31%) Amazon AWS
13 324 (38.53%) NoSQL
14 295 (35.08%) Impala
15 292 (34.72%) Machine Learning
16 271 (32.22%) Cloudera
16 271 (32.22%) Data Science
17 270 (32.10%) ETL
18 249 (29.61%) MapReduce
19 242 (28.78%) Apache Pig
20 239 (28.42%) Apache Cassandra
20 239 (28.42%) Oozie
21 229 (27.23%) Microsoft Azure
22 206 (24.49%) DevOps
23 191 (22.71%) Data Engineering
24 187 (22.24%) Business Intelligence
25 184 (21.88%) Data Warehouse
26 181 (21.52%) Google Cloud Platform
27 178 (21.17%) Hadoop YARN
28 176 (20.93%) HDFS

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
1 715 (85.02%) Apache Spark
2 242 (28.78%) Apache Pig
3 129 (15.34%) Elasticsearch
4 90 (10.70%) Apache
5 56 (6.66%) Apache Solr
6 36 (4.28%) SAS
7 13 (1.55%) Jupyter
8 12 (1.43%) Apache Airflow
9 11 (1.31%) JBoss
9 11 (1.31%) WebSphere
10 9 (1.07%) IPython
11 8 (0.95%) Confluence
12 7 (0.83%) Apache Geronimo
12 7 (0.83%) GlassFish
12 7 (0.83%) nginx
12 7 (0.83%) Tomcat
13 4 (0.48%) WebLogic
14 3 (0.36%) Luigi
15 1 (0.12%) Cloud Foundry
15 1 (0.12%) OpenStack
Applications
1 16 (1.90%) Microsoft Excel
2 9 (1.07%) SPSS
2 9 (1.07%) Weka
3 2 (0.24%) Gephi
3 2 (0.24%) S-PLUS
3 2 (0.24%) Stata
4 1 (0.12%) GNU Octave
4 1 (0.12%) Microsoft Office
Business Applications
1 2 (0.24%) SAP ERP
1 2 (0.24%) SAP InfiniteInsight
2 1 (0.12%) Dynamics CRM
Cloud Services
1 339 (40.31%) Amazon AWS
2 229 (27.23%) Microsoft Azure
3 181 (21.52%) Google Cloud Platform
4 94 (11.18%) Power Platform
5 55 (6.54%) Amazon EMR
6 39 (4.64%) GitHub
7 35 (4.16%) Amazon Kinesis
8 33 (3.92%) Amazon S3
9 30 (3.57%) Azure Data Factory
10 23 (2.73%) Serverless
11 20 (2.38%) AWS Lambda
12 18 (2.14%) Cloud Computing
13 14 (1.66%) Cortana Intelligence Suite
14 12 (1.43%) PaaS
15 11 (1.31%) Google Analytics
16 9 (1.07%) Amazon EC2
17 8 (0.95%) Amazon SQS
17 8 (0.95%) IaaS
18 6 (0.71%) AWS Data Pipeline
18 6 (0.71%) SaaS
Communications & Networking
1 19 (2.26%) Internet
2 8 (0.95%) Broadband
3 6 (0.71%) Kerberos
4 5 (0.59%) HTTP
4 5 (0.59%) SSL
5 4 (0.48%) DNS
5 4 (0.48%) Firewall
6 3 (0.36%) VPN
7 2 (0.24%) Ethernet
7 2 (0.24%) MPLS
7 2 (0.24%) TCP/IP
8 1 (0.12%) HTTPS
Database & Business Intelligence
1 753 (89.54%) Hadoop
2 751 (89.30%) Big Data
3 376 (44.71%) HBase
4 324 (38.53%) NoSQL
5 295 (35.08%) Impala
6 239 (28.42%) Apache Cassandra
7 184 (21.88%) Data Warehouse
8 176 (20.93%) MongoDB
9 170 (20.21%) Sqoop
10 136 (16.17%) Amazon Redshift
11 120 (14.27%) SQL Server
12 106 (12.60%) Flink
13 94 (11.18%) Power BI
14 84 (9.99%) CouchDB
15 82 (9.75%) Couchbase
16 80 (9.51%) QlikView
17 73 (8.68%) Data Lake
18 69 (8.20%) MySQL
19 67 (7.97%) Relational Database
20 63 (7.49%) Spark SQL
Development Applications
1 63 (7.49%) Git (software)
2 51 (6.06%) Jenkins
3 21 (2.50%) Maven
4 16 (1.90%) Artifactory
5 15 (1.78%) Subversion
6 13 (1.55%) JIRA
6 13 (1.55%) Visual Studio
7 11 (1.31%) Cucumber
7 11 (1.31%) Selenium
8 8 (0.95%) Gradle
9 7 (0.83%) Ant
9 7 (0.83%) EasyMock
10 6 (0.71%) Atlassian Bamboo
10 6 (0.71%) Bitbucket
10 6 (0.71%) JUnit
10 6 (0.71%) Mercurial
11 5 (0.59%) Visual Studio Team System
12 3 (0.36%) ERwin
12 3 (0.36%) GitLab
12 3 (0.36%) Travis CI
General
1 115 (13.67%) Law
2 107 (12.72%) Finance
3 84 (9.99%) Banking
4 55 (6.54%) Retail
5 44 (5.23%) Telecoms
6 35 (4.16%) Games
7 26 (3.09%) Marketing
8 25 (2.97%) Investment Banking
9 9 (1.07%) Billing
10 4 (0.48%) Legal
11 3 (0.36%) Front Office
12 2 (0.24%) Financial Institution
12 2 (0.24%) Manufacturing
13 1 (0.12%) Electronics
13 1 (0.12%) French Language
13 1 (0.12%) Wholesale Banking
Job Titles
1 376 (44.71%) Data Engineer
2 259 (30.80%) Big Data Engineer
3 145 (17.24%) Developer
4 98 (11.65%) Hadoop Engineer
5 95 (11.30%) Senior Data Engineer
6 89 (10.58%) Architect
7 86 (10.23%) Data Architect
8 79 (9.39%) Data Scientist
9 78 (9.27%) Python Engineer
10 63 (7.49%) Big Data Architect
11 61 (7.25%) Big Data Developer
12 55 (6.54%) Java Developer
13 27 (3.21%) Senior Developer
14 24 (2.85%) Agile Developer
14 24 (2.85%) Agile Java Developer
14 24 (2.85%) Senior Hadoop Engineer
15 23 (2.73%) SQL Developer
16 21 (2.50%) Analyst
16 21 (2.50%) Business Intelligence Developer
17 20 (2.38%) Python Developer
Libraries, Frameworks & Software Standards
1 416 (49.46%) Kafka
2 122 (14.51%) Apache NiFi
3 98 (11.65%) Spark Streaming
4 46 (5.47%) Web Services
5 30 (3.57%) D3.js
6 24 (2.85%) HTML
7 23 (2.73%) .NET
8 22 (2.62%) Spring
9 21 (2.50%) Natural Language Processing
10 19 (2.26%) scikit-learn
11 18 (2.14%) CSS
11 18 (2.14%) Java EE
12 17 (2.02%) Hibernate
12 17 (2.02%) RabbitMQ
13 16 (1.90%) LAMP
14 15 (1.78%) Pandas
14 15 (1.78%) PySpark
15 14 (1.66%) ggplot
15 14 (1.66%) REST
16 13 (1.55%) Node.js
Miscellaneous
1 127 (15.10%) Analytical Skills
2 81 (9.63%) Data Structures
3 79 (9.39%) Algorithms
4 30 (3.57%) Social Media
5 29 (3.45%) Management Information System
6 15 (1.78%) Greenfield Project
7 14 (1.66%) Cloud Native
8 10 (1.19%) Public Cloud
9 8 (0.95%) Virtual Team
10 7 (0.83%) User Experience
11 6 (0.71%) Linux Command Line
12 5 (0.59%) Analytical Mindset
12 5 (0.59%) Credit Risk
12 5 (0.59%) Enterprise Software
12 5 (0.59%) Linked Data
12 5 (0.59%) Mainframe
12 5 (0.59%) Mobile App
13 4 (0.48%) Fintech
13 4 (0.48%) Hybrid Cloud
13 4 (0.48%) Social Network
Operating Systems
1 136 (16.17%) Linux
2 112 (13.32%) Unix
3 9 (1.07%) Windows
4 5 (0.59%) Mac OS X
5 4 (0.48%) Oracle Linux
6 2 (0.24%) Android
6 2 (0.24%) Apple iOS
6 2 (0.24%) CentOS
6 2 (0.24%) Debian
6 2 (0.24%) Red Hat Enterprise Linux
Processes & Methodologies
1 438 (52.08%) Analytics
2 421 (50.06%) Agile Software Development
3 292 (34.72%) Machine Learning
4 271 (32.22%) Data Science
5 270 (32.10%) ETL
6 249 (29.61%) MapReduce
7 206 (24.49%) DevOps
8 191 (22.71%) Data Engineering
9 187 (22.24%) Business Intelligence
10 171 (20.33%) Software Engineering
11 161 (19.14%) Data Modelling
12 144 (17.12%) Data Analytics
13 143 (17.00%) Scrum
14 133 (15.81%) Visualisation
15 117 (13.91%) Data Analysis
16 108 (12.84%) Artificial Intelligence
17 97 (11.53%) Mentoring
18 79 (9.39%) Data Architecture
19 77 (9.16%) Use Case
20 76 (9.04%) Kanban
Programming Languages
1 618 (73.48%) Python
2 485 (57.67%) Java
3 443 (52.68%) SQL
4 431 (51.25%) Scala
5 114 (13.56%) R
6 49 (5.83%) PL/SQL
7 45 (5.35%) C++
8 39 (4.64%) C#
9 36 (4.28%) JavaScript
10 29 (3.45%) Shell Script
11 26 (3.09%) Bash Shell
12 25 (2.97%) C
13 17 (2.02%) T-SQL
14 12 (1.43%) VBA
15 11 (1.31%) Clojure
15 11 (1.31%) HiveQL
15 11 (1.31%) PowerShell
16 10 (1.19%) Ruby
17 8 (0.95%) MATLAB
17 8 (0.95%) Perl
Qualifications
1 80 (9.51%) Degree
2 42 (4.99%) Security Cleared
3 26 (3.09%) SC Cleared
4 25 (2.97%) Computer Science Degree
5 18 (2.14%) PhD
6 14 (1.66%) DV Cleared
7 12 (1.43%) PMI Certification
8 10 (1.19%) PMP
9 7 (0.83%) AWS Certification
10 5 (0.59%) Master's Degree
11 2 (0.24%) CEH
11 2 (0.24%) TOGAF Certification
12 1 (0.12%) CCNA
12 1 (0.12%) CompTIA Security+
12 1 (0.12%) GIAC
12 1 (0.12%) Linux+ Certification
12 1 (0.12%) Network+ Certification
12 1 (0.12%) Numerate Degree
12 1 (0.12%) SANS
12 1 (0.12%) SSCP
Quality Assurance & Compliance
1 51 (6.06%) Data Quality
2 19 (2.26%) QA
3 18 (2.14%) GDPR
4 4 (0.48%) MiFID
4 4 (0.48%) PCI DSS
5 3 (0.36%) ISO/IEC 27001
6 1 (0.12%) Basel III
6 1 (0.12%) EMIR
6 1 (0.12%) IFRS
System Software
1 176 (20.93%) HDFS
2 146 (17.36%) Apache Flume
3 90 (10.70%) Apache ZooKeeper
4 65 (7.73%) Docker
5 4 (0.48%) Active Directory
6 2 (0.24%) Hyper-V
6 2 (0.24%) VMware Infrastructure
7 1 (0.12%) vSphere
Systems Management
1 239 (28.42%) Oozie
2 178 (21.17%) Hadoop YARN
3 51 (6.06%) Ambari
4 41 (4.88%) Ansible
5 28 (3.33%) Kubernetes
6 20 (2.38%) Terraform
7 18 (2.14%) Kibana
7 18 (2.14%) Puppet
8 16 (1.90%) Opscode Chef
9 9 (1.07%) Mesos
10 6 (0.71%) Marathon
11 4 (0.48%) Control-M
11 4 (0.48%) Prometheus
12 3 (0.36%) logstash
12 3 (0.36%) Salt
13 1 (0.12%) CFEngine
13 1 (0.12%) Graphite
13 1 (0.12%) Icinga
13 1 (0.12%) Single Sign-On
Vendors
1 271 (32.22%) Cloudera
2 170 (20.21%) Hortonworks
3 142 (16.88%) Oracle
4 128 (15.22%) Tableau
5 107 (12.72%) Informatica
6 102 (12.13%) Microsoft
7 101 (12.01%) Databricks
8 85 (10.11%) MapR
9 83 (9.87%) Google
10 70 (8.32%) Talend
11 56 (6.66%) IBM
12 41 (4.88%) Teradata
13 25 (2.97%) TIBCO
14 24 (2.85%) SAP
15 18 (2.14%) Vertica
16 17 (2.02%) Greenplum
16 17 (2.02%) HP
17 16 (1.90%) MicroStrategy
18 15 (1.78%) VMware
19 13 (1.55%) Netezza