Period
to 22 February 2018

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 22 February 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 551 524 586
Rank change year-on-year -27 +62 +207
Permanent jobs citing Apache Hive 813 855 924
As % of all permanent IT jobs advertised in the UK 0.46% 0.49% 0.44%
As % of the Database & Business Intelligence category 1.51% 1.62% 1.39%
Number of salaries quoted 629 649 737
UK median annual salary £70,000 £65,000 £67,500
Median salary % change year-on-year +7.69% -3.70% +8.00%
10th Percentile £41,250 £39,800 £45,000
90th Percentile £100,000 £105,000 £93,000
UK excluding London median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +13.51%

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 53,866 52,722 66,612
As % of all permanent IT jobs advertised in the UK 30.59% 30.02% 31.74%
Number of salaries quoted 44,925 44,997 56,278
UK median annual salary £49,000 £47,500 £45,500
Median salary % change year-on-year +3.16% +4.40% +1.11%
10th Percentile £30,000 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,375
% change year-on-year - +2.72% +3.44%

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 22 February 2018.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 14 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 22 February 2018. 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 -24 773 £70,000 +7.69% 132
London +51 550 £80,000 +14.29% 98
UK excluding London -83 258 £50,000 - 39
South East +13 97 £55,000 -8.33% 14
South West -55 39 £50,000 +6.38% 4
East of England +30 37 £60,000 +4.35% 2
North of England -34 35 £45,000 -5.26% 8
Scotland -40 28 £45,000 -43.75% 3
North West -29 25 £45,000 -18.18% 1
Midlands -18 15 £42,500 -2.30% 6
West Midlands -5 11 £42,500 -15.00% 2
Yorkshire +22 10 £65,000 +43.65% 7
Wales +2 7 £47,500 -5.00% 2
East Midlands +8 4 £41,250 -5.17% 4

For the 6 months to 22 February 2018, 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.

1 733 (90.16%) Hadoop
2 637 (78.35%) Big Data
3 596 (73.31%) Apache Spark
4 476 (58.55%) Python
5 401 (49.32%) Java
6 351 (43.17%) Analytics
7 296 (36.41%) SQL
8 293 (36.04%) Scala
9 287 (35.30%) HBase
10 258 (31.73%) Agile Software Development
11 246 (30.26%) Data Science
12 242 (29.77%) Kafka
13 214 (26.32%) Apache Pig
14 201 (24.72%) MapReduce
14 201 (24.72%) Linux
15 199 (24.48%) Amazon AWS
16 197 (24.23%) Impala
17 193 (23.74%) Apache Cassandra
18 185 (22.76%) Machine Learning
19 182 (22.39%) NoSQL
20 181 (22.26%) ETL
21 175 (21.53%) HDFS
22 174 (21.40%) MongoDB
23 167 (20.54%) Visualisation
24 165 (20.30%) R
25 162 (19.93%) Cloudera
26 161 (19.80%) Degree
26 161 (19.80%) Computer Science
27 159 (19.56%) Finance
28 158 (19.43%) 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
1 596 (73.31%) Apache Spark
2 214 (26.32%) Apache Pig
3 113 (13.90%) Elasticsearch
4 101 (12.42%) Apache
5 89 (10.95%) SAS
6 70 (8.61%) Apache Solr
7 17 (2.09%) OpenStack
8 15 (1.85%) Apache Airflow
9 11 (1.35%) Confluence
10 9 (1.11%) WebSphere
11 7 (0.86%) IPython
12 6 (0.74%) JBoss
12 6 (0.74%) Oracle Coherence
12 6 (0.74%) Oracle SOA Suite
12 6 (0.74%) Tomcat
13 5 (0.62%) Apache Geronimo
13 5 (0.62%) GlassFish
13 5 (0.62%) WebLogic
14 4 (0.49%) BizTalk Server
15 2 (0.25%) nginx
Applications
1 38 (4.67%) SPSS
2 25 (3.08%) Microsoft Excel
3 12 (1.48%) Weka
4 6 (0.74%) GNU Octave
4 6 (0.74%) Mathematica
5 3 (0.37%) MS Visio
6 1 (0.12%) Chatbot
6 1 (0.12%) S-PLUS
6 1 (0.12%) Stata
Business Applications
1 12 (1.48%) SAP ERP
1 12 (1.48%) SAP InfiniteInsight
2 6 (0.74%) Dynamics CRM
3 4 (0.49%) Oracle 11i
3 4 (0.49%) Oracle Assets
3 4 (0.49%) Oracle EBS
3 4 (0.49%) Oracle EBS R12
3 4 (0.49%) Oracle General Ledger
3 4 (0.49%) Oracle iProcurement
3 4 (0.49%) Oracle Payables
3 4 (0.49%) Oracle Receivables
4 1 (0.12%) Oracle AML
4 1 (0.12%) WebTrends
Cloud Services
1 199 (24.48%) Amazon AWS
2 123 (15.13%) Microsoft Azure
3 53 (6.52%) Amazon EMR
4 44 (5.41%) GitHub
5 43 (5.29%) Google Cloud Platform
6 28 (3.44%) Amazon Kinesis
7 20 (2.46%) AWS Lambda
8 19 (2.34%) Serverless
9 17 (2.09%) Cloud Computing
10 16 (1.97%) Amazon S3
11 13 (1.60%) Amazon EC2
12 10 (1.23%) Azure Machine Learning
13 6 (0.74%) Cortana Intelligence Suite
13 6 (0.74%) Google Analytics
13 6 (0.74%) Virtual Private Cloud
14 5 (0.62%) AWS CloudFormation
14 5 (0.62%) SaaS
15 4 (0.49%) PaaS
16 3 (0.37%) Basecamp
16 3 (0.37%) CloudFront
Communications & Networking
1 26 (3.20%) HTTP
2 17 (2.09%) Kerberos
3 16 (1.97%) Firewall
3 16 (1.97%) Internet
4 13 (1.60%) TCP/IP
5 10 (1.23%) SSL
6 8 (0.98%) Network Security
7 3 (0.37%) Broadband
8 2 (0.25%) GPRS
8 2 (0.25%) GSM
8 2 (0.25%) LTE
8 2 (0.25%) Radio Access Network
8 2 (0.25%) UMTS
8 2 (0.25%) Wireless
9 1 (0.12%) DNS
9 1 (0.12%) DSL
9 1 (0.12%) Wireshark
Database & Business Intelligence
1 733 (90.16%) Hadoop
2 637 (78.35%) Big Data
3 287 (35.30%) HBase
4 197 (24.23%) Impala
5 193 (23.74%) Apache Cassandra
6 182 (22.39%) NoSQL
7 174 (21.40%) MongoDB
8 147 (18.08%) Relational Database
9 123 (15.13%) Data Warehouse
10 108 (13.28%) SQL Server
11 104 (12.79%) Sqoop
12 88 (10.82%) MySQL
13 86 (10.58%) RDBMS
14 64 (7.87%) Data Mining
15 60 (7.38%) Data Lake
15 60 (7.38%) QlikView
16 56 (6.89%) Flink
17 53 (6.52%) Power BI
18 52 (6.40%) PostgreSQL
19 46 (5.66%) Spotfire
Development Applications
1 74 (9.10%) Git (software)
1 74 (9.10%) Jenkins
2 52 (6.40%) JIRA
3 20 (2.46%) TeamCity
4 19 (2.34%) Maven
5 16 (1.97%) Selenium
6 13 (1.60%) Atlassian Bamboo
7 12 (1.48%) Bitbucket
7 12 (1.48%) git-flow
8 11 (1.35%) JUnit
8 11 (1.35%) Vagrant
9 10 (1.23%) CodeSonar
9 10 (1.23%) Robot Framework
10 8 (0.98%) SonarQube
10 8 (0.98%) Sonatype Nexus
11 6 (0.74%) Ant
11 6 (0.74%) GitLab
12 5 (0.62%) Eclipse
12 5 (0.62%) Team Foundation Server
13 4 (0.49%) Visual Studio Team System
General
1 159 (19.56%) Finance
2 63 (7.75%) Retail
3 57 (7.01%) Marketing
4 49 (6.03%) Telecoms
5 39 (4.80%) Banking
6 23 (2.83%) Games
7 21 (2.58%) Electronics
8 14 (1.72%) Manufacturing
9 11 (1.35%) Advertising
9 11 (1.35%) Front Office
9 11 (1.35%) Pharmaceutical
10 9 (1.11%) Automotive
11 6 (0.74%) Financial Institution
11 6 (0.74%) Investment Banking
11 6 (0.74%) Legal
12 4 (0.49%) Billing
13 3 (0.37%) Law
13 3 (0.37%) Military
14 2 (0.25%) Retail Banking
15 1 (0.12%) Corporate Banking
Job Titles
1 235 (28.91%) Data Engineer
2 167 (20.54%) Big Data Engineer
3 154 (18.94%) Developer
4 129 (15.87%) Architect
5 101 (12.42%) Data Architect
6 86 (10.58%) Data Scientist
7 78 (9.59%) Software Engineer
8 76 (9.35%) Big Data Architect
9 75 (9.23%) Hadoop Engineer
10 49 (6.03%) Big Data Developer
11 44 (5.41%) Senior Data Engineer
12 37 (4.55%) Java Engineer
13 35 (4.31%) Java Developer
14 30 (3.69%) Consultant
15 27 (3.32%) Senior Data Scientist
16 26 (3.20%) Data Manager
16 26 (3.20%) Senior Developer
17 24 (2.95%) Analyst
18 23 (2.83%) Senior Software Engineer
19 22 (2.71%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 242 (29.77%) Kafka
2 65 (8.00%) Web Services
3 56 (6.89%) Java EE
4 54 (6.64%) REST
5 52 (6.40%) Pandas
5 52 (6.40%) Spark Streaming
6 49 (6.03%) Node.js
7 46 (5.66%) Spring
8 43 (5.29%) TensorFlow
9 40 (4.92%) HTML
10 39 (4.80%) NumPy
11 38 (4.67%) MLlib
12 37 (4.55%) RabbitMQ
13 36 (4.43%) CSS
14 34 (4.18%) AngularJS
15 30 (3.69%) Hibernate
16 29 (3.57%) LAMP
17 27 (3.32%) .NET
18 24 (2.95%) SOAP
18 24 (2.95%) XML
Miscellaneous
1 161 (19.80%) Computer Science
2 96 (11.81%) Analytical Skills
3 57 (7.01%) Algorithms
4 43 (5.29%) Fintech
5 38 (4.67%) Greenfield Project
6 34 (4.18%) Data Structures
7 29 (3.57%) User Experience
8 25 (3.08%) Clustering
9 13 (1.60%) Management Information System
10 12 (1.48%) PKI
11 10 (1.23%) Linux Command Line
11 10 (1.23%) Virtual Team
12 9 (1.11%) Enterprise Software
13 8 (0.98%) DataPower
13 8 (0.98%) Internet of Things
13 8 (0.98%) Mobile App
13 8 (0.98%) Tandem
14 7 (0.86%) Derivative
14 7 (0.86%) Fixed Income
15 6 (0.74%) Replication
Operating Systems
1 201 (24.72%) Linux
2 65 (8.00%) Unix
3 36 (4.43%) Windows
4 15 (1.85%) Android
4 15 (1.85%) Mac OS X
5 14 (1.72%) Apple iOS
6 6 (0.74%) Ubuntu
7 4 (0.49%) CentOS
8 2 (0.25%) Amazon Linux
8 2 (0.25%) Mac OS
8 2 (0.25%) Mesosphere
8 2 (0.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 351 (43.17%) Analytics
2 258 (31.73%) Agile Software Development
3 246 (30.26%) Data Science
4 201 (24.72%) MapReduce
5 185 (22.76%) Machine Learning
6 181 (22.26%) ETL
7 167 (20.54%) Visualisation
8 158 (19.43%) Software Engineering
9 151 (18.57%) Business Intelligence
10 138 (16.97%) Data Analytics
11 127 (15.62%) Data Modelling
12 126 (15.50%) DevOps
13 97 (11.93%) Data Visualisation
14 96 (11.81%) Mathematics
14 96 (11.81%) Statistics
15 84 (10.33%) Scrum
16 78 (9.59%) Open Source
17 58 (7.13%) Data Analysis
17 58 (7.13%) Data Engineering
18 57 (7.01%) Deep Learning
Programming Languages
1 476 (58.55%) Python
2 401 (49.32%) Java
3 296 (36.41%) SQL
4 293 (36.04%) Scala
5 165 (20.30%) R
6 89 (10.95%) C#
6 89 (10.95%) C++
7 69 (8.49%) JavaScript
8 64 (7.87%) C
9 45 (5.54%) Bash Shell
10 40 (4.92%) Go
11 39 (4.80%) Shell Script
12 36 (4.43%) Perl
13 27 (3.32%) PHP
14 26 (3.20%) MATLAB
15 25 (3.08%) VBA
16 21 (2.58%) Ruby
17 18 (2.21%) PL/SQL
18 11 (1.35%) Objective-C
18 11 (1.35%) PowerShell
Qualifications
1 161 (19.80%) Degree
2 49 (6.03%) Computer Science Degree
3 45 (5.54%) PhD
4 38 (4.67%) Security Cleared
5 32 (3.94%) DV Cleared
5 32 (3.94%) Master's Degree
6 31 (3.81%) Numerate Degree
7 10 (1.23%) Microsoft Certification
8 9 (1.11%) CCNA
8 9 (1.11%) Cisco Certification
8 9 (1.11%) CISSP
8 9 (1.11%) GIAC
8 9 (1.11%) Linux+ Certification
8 9 (1.11%) MCSE
8 9 (1.11%) Network+ Certification
8 9 (1.11%) SANS
8 9 (1.11%) SSCP
9 8 (0.98%) CompTIA Security+
10 4 (0.49%) ISTQB
10 4 (0.49%) PRINCE2 Certification
Quality Assurance & Compliance
1 48 (5.90%) Data Quality
2 37 (4.55%) QA
3 8 (0.98%) Solvency II
4 6 (0.74%) GDPR
5 5 (0.62%) GCP
6 3 (0.37%) EMIR
6 3 (0.37%) ISO 9001
6 3 (0.37%) MiFID
7 2 (0.25%) Dodd-Frank
7 2 (0.25%) FATCA
7 2 (0.25%) SLA
8 1 (0.12%) HIPAA
8 1 (0.12%) Sarbanes-Oxley
System Software
1 175 (21.53%) HDFS
2 141 (17.34%) Apache Flume
3 112 (13.78%) Docker
4 30 (3.69%) Apache ZooKeeper
5 14 (1.72%) Hyper-V
6 12 (1.48%) VMware Infrastructure
7 10 (1.23%) Virtual Machines
7 10 (1.23%) vSphere
8 5 (0.62%) Active Directory
9 2 (0.25%) MapR-FS
Systems Management
1 138 (16.97%) Hadoop YARN
2 90 (11.07%) Oozie
3 40 (4.92%) Ansible
3 40 (4.92%) Kubernetes
4 39 (4.80%) Puppet
5 34 (4.18%) Mesos
6 33 (4.06%) Terraform
7 25 (3.08%) Opscode Chef
8 14 (1.72%) Kibana
9 11 (1.35%) Ambari
9 11 (1.35%) Salt
10 5 (0.62%) Docker Swarm
10 5 (0.62%) Nagios
11 2 (0.25%) Prometheus
11 2 (0.25%) QRadar
11 2 (0.25%) Red Hat Spacewalk
11 2 (0.25%) Simian Army
11 2 (0.25%) yum
12 1 (0.12%) Consul
12 1 (0.12%) Grafana
Vendors
1 162 (19.93%) Cloudera
2 141 (17.34%) Tableau
3 125 (15.38%) Oracle
4 98 (12.05%) Hortonworks
5 82 (10.09%) Google
6 49 (6.03%) Microsoft
7 47 (5.78%) SAP
8 46 (5.66%) MapR
9 38 (4.67%) Talend
10 27 (3.32%) Informatica
11 26 (3.20%) Teradata
12 24 (2.95%) Atlassian
13 21 (2.58%) IBM
13 21 (2.58%) Vertica
14 18 (2.21%) Alteryx
15 16 (1.97%) VMware
16 14 (1.72%) WorldPay
17 13 (1.60%) HP
18 9 (1.11%) Salesforce.com
18 9 (1.11%) Sybase