Period
to 19 August 2017

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of MapR products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapR over the 6 months to 19 August 2017 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within MapR Technologies, Inc.

MapR
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 1097 1186 1242
Rank change year-on-year +89 +56 +33
Permanent jobs citing MapR 86 78 54
As % of all permanent IT jobs advertised in the UK 0.049% 0.040% 0.025%
As % of the Vendors category 0.11% 0.089% 0.053%
Number of salaries quoted 65 45 31
UK median annual salary £80,000 £57,500 £63,500
Median salary % change year-on-year +39.13% -9.45% -33.16%
10th Percentile £42,000 £43,750 £48,750
90th Percentile £98,000 £89,000 £145,000
UK excluding London median annual salary £85,000 £57,500 £60,000
% change year-on-year +47.83% -4.17% -

MapR is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies.

Vendor Product & Service Skills
UK
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 78778 87669 100991
As % of all permanent IT job vacancies advertised in the UK 44.53% 44.46% 46.46%
Number of salaries quoted 61439 71281 81543
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

MapR
Job Vacancy Trend

Job postings citing MapR as a percentage of all IT jobs advertised.

Job vacancy trend for MapR in the UK

MapR
Salary Trend

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

Salary trend for MapR in the UK

MapR
Salary Histogram

The salary distribution of IT jobs citing MapR over the 6 months to 19 August 2017.

Salary histogram for MapR in the UK

MapR
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapR within the UK over the 6 months to 19 August 2017. 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 +93 86 £80,000 +39.13% 4
London +77 76 £80,000 +39.13% 4
UK excluding London +31 3 £85,000 +47.83%
South East +64 2 £85,000 +36.00%
East of England - 1 - -

For the 6 months to 19 August 2017, IT jobs citing MapR also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for MapR.

1 84 (97.67%) Big Data
2 68 (79.07%) Cloudera
3 67 (77.91%) Hortonworks
4 65 (75.58%) Hadoop
5 50 (58.14%) Python
6 49 (56.98%) Analytics
7 48 (55.81%) Apache Spark
8 44 (51.16%) Java
9 38 (44.19%) Apache Hive
10 37 (43.02%) Visualisation
11 35 (40.70%) Business Intelligence
12 31 (36.05%) ETL
12 31 (36.05%) NoSQL
12 31 (36.05%) Tableau
12 31 (36.05%) HBase
13 30 (34.88%) MongoDB
14 29 (33.72%) Scala
14 29 (33.72%) HDFS
15 25 (29.07%) Apache
15 25 (29.07%) Data Analytics
16 23 (26.74%) Agile Software Development
17 22 (25.58%) Data Quality
17 22 (25.58%) Open Source
17 22 (25.58%) Data Governance
18 21 (24.42%) Data Management
19 20 (23.26%) Finance
19 20 (23.26%) Amazon AWS
20 19 (22.09%) Machine Learning
20 19 (22.09%) R
20 19 (22.09%) Legal

MapR
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 48 (55.81%) Apache Spark
2 25 (29.07%) Apache
3 19 (22.09%) SAS
4 11 (12.79%) Apache Solr
5 7 (8.14%) Apache Pig
6 6 (6.98%) Elasticsearch
7 1 (1.16%) Confluence
7 1 (1.16%) JBoss
7 1 (1.16%) Mule
7 1 (1.16%) Mule ESB
7 1 (1.16%) Oracle SOA Suite
7 1 (1.16%) Tomcat
7 1 (1.16%) WebLogic
7 1 (1.16%) WebSphere
Applications
1 16 (18.60%) SPSS
Cloud Services
1 20 (23.26%) Amazon AWS
2 18 (20.93%) Microsoft Azure
3 6 (6.98%) Google Cloud Platform
4 4 (4.65%) Amazon EMR
4 4 (4.65%) IaaS
4 4 (4.65%) PaaS
4 4 (4.65%) SaaS
5 1 (1.16%) CloudBees
5 1 (1.16%) Cortana Intelligence Suite
Communications & Networking
1 6 (6.98%) Kerberos
1 6 (6.98%) LDAP
2 2 (2.33%) Internet
3 1 (1.16%) DNS
3 1 (1.16%) FTP
3 1 (1.16%) HTTP
3 1 (1.16%) tcpdump
3 1 (1.16%) Wireshark
Database & Business Intelligence
1 84 (97.67%) Big Data
2 65 (75.58%) Hadoop
3 38 (44.19%) Apache Hive
4 31 (36.05%) HBase
4 31 (36.05%) NoSQL
5 30 (34.88%) MongoDB
6 19 (22.09%) Spotfire
7 18 (20.93%) Pentaho
8 14 (16.28%) Apache Cassandra
9 11 (12.79%) QlikView
10 10 (11.63%) CouchDB
10 10 (11.63%) IBM BigInsights
10 10 (11.63%) Impala
11 9 (10.47%) Data Mining
11 9 (10.47%) Power BI
12 8 (9.30%) IBM InfoSphere
13 7 (8.14%) PostgreSQL
14 6 (6.98%) Data Warehouse
14 6 (6.98%) Text Mining
15 5 (5.81%) DataStage
Development Applications
1 7 (8.14%) Talend Open Studio
2 5 (5.81%) ERwin
3 3 (3.49%) Jenkins
4 2 (2.33%) JIRA
4 2 (2.33%) Maven
5 1 (1.16%) Ant
5 1 (1.16%) Atlassian Bamboo
5 1 (1.16%) Eclipse
5 1 (1.16%) Git (software)
5 1 (1.16%) Hudson
5 1 (1.16%) JUnit
5 1 (1.16%) Selenium
5 1 (1.16%) SonarQube
5 1 (1.16%) Subversion
5 1 (1.16%) WebLogic Workshop
General
1 20 (23.26%) Finance
2 19 (22.09%) Legal
3 10 (11.63%) Retail
4 9 (10.47%) Aerospace
5 6 (6.98%) Telecoms
6 3 (3.49%) Banking
7 2 (2.33%) Marketing
8 1 (1.16%) Automotive
8 1 (1.16%) Financial Institution
8 1 (1.16%) Games
8 1 (1.16%) Manufacturing
8 1 (1.16%) Pharmaceutical
Job Titles
1 27 (31.40%) Architect
2 26 (30.23%) Data Architect
3 24 (27.91%) Big Data Engineer
3 24 (27.91%) Data Engineer
4 20 (23.26%) Big Data Architect
5 14 (16.28%) Data Manager
6 13 (15.12%) Analytics Manager
6 13 (15.12%) Data Analytics Manager
7 9 (10.47%) Data Scientist
8 8 (9.30%) Hadoop Engineer
9 7 (8.14%) Java Architect
10 6 (6.98%) Solutions Architect
11 5 (5.81%) Graduate
11 5 (5.81%) Java Engineer
11 5 (5.81%) Junior
11 5 (5.81%) Senior Manager
12 4 (4.65%) Big Data Solutions Architect
12 4 (4.65%) Consultant
12 4 (4.65%) Senior Analytics Manager
12 4 (4.65%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 15 (17.44%) Kafka
2 8 (9.30%) MLlib
2 8 (9.30%) Natural Language Processing
3 6 (6.98%) XML
4 5 (5.81%) JSON
5 4 (4.65%) SPNEGO
5 4 (4.65%) Web Services
6 1 (1.16%) Ajax
6 1 (1.16%) D3.js
6 1 (1.16%) Hibernate
6 1 (1.16%) HTML
6 1 (1.16%) J2EE
6 1 (1.16%) Java EE
6 1 (1.16%) JPA
6 1 (1.16%) jQuery
6 1 (1.16%) Lucene
6 1 (1.16%) Middleware
6 1 (1.16%) RESTful
6 1 (1.16%) Spring
6 1 (1.16%) Struts
Miscellaneous
1 17 (19.77%) Analytical Skills
1 17 (19.77%) Social Network
2 9 (10.47%) Computer Science
3 8 (9.30%) Algorithms
4 4 (4.65%) Clustering
5 3 (3.49%) Greenfield Project
5 3 (3.49%) Management Information System
6 2 (2.33%) Fintech
7 1 (1.16%) Data Structures
7 1 (1.16%) Reference Data
Operating Systems
1 9 (10.47%) Linux
2 5 (5.81%) Unix
3 2 (2.33%) Mesosphere
Processes & Methodologies
1 49 (56.98%) Analytics
2 37 (43.02%) Visualisation
3 35 (40.70%) Business Intelligence
4 31 (36.05%) ETL
5 25 (29.07%) Data Analytics
6 23 (26.74%) Agile Software Development
7 22 (25.58%) Data Governance
7 22 (25.58%) Open Source
8 21 (24.42%) Data Management
9 19 (22.09%) Machine Learning
10 15 (17.44%) MapReduce
11 12 (13.95%) Business Development
11 12 (13.95%) Data Engineering
11 12 (13.95%) Data Modelling
12 11 (12.79%) Data Analysis
12 11 (12.79%) Data Integration
13 10 (11.63%) Data Visualisation
14 9 (10.47%) Neural Network
14 9 (10.47%) Predictive Modelling
14 9 (10.47%) Software Engineering
Programming Languages
1 50 (58.14%) Python
2 44 (51.16%) Java
3 29 (33.72%) Scala
4 19 (22.09%) R
5 12 (13.95%) SQL
6 7 (8.14%) C++
7 2 (2.33%) Perl
7 2 (2.33%) PHP
8 1 (1.16%) Clojure
8 1 (1.16%) CQL
8 1 (1.16%) JavaScript
8 1 (1.16%) Shell Script
Qualifications
1 11 (12.79%) SC Cleared
1 11 (12.79%) Security Cleared
2 3 (3.49%) PhD
3 2 (2.33%) CTC Cleared
3 2 (2.33%) Degree
3 2 (2.33%) DV Cleared
3 2 (2.33%) EMC Certification
4 1 (1.16%) CISM
4 1 (1.16%) CISSP
4 1 (1.16%) Computer Science Degree
Quality Assurance & Compliance
1 22 (25.58%) Data Quality
2 4 (4.65%) GCP
System Software
1 29 (33.72%) HDFS
2 4 (4.65%) Apache Flume
3 3 (3.49%) Docker
4 2 (2.33%) Apache ZooKeeper
Systems Management
1 6 (6.98%) Ansible
1 6 (6.98%) Opscode Chef
1 6 (6.98%) Puppet
2 2 (2.33%) Ambari
2 2 (2.33%) Docker Swarm
2 2 (2.33%) Kubernetes
3 1 (1.16%) QRadar
3 1 (1.16%) Salt
3 1 (1.16%) yum
Vendors
1 68 (79.07%) Cloudera
2 67 (77.91%) Hortonworks
3 31 (36.05%) Tableau
4 15 (17.44%) Oracle
5 12 (13.95%) IBM
6 8 (9.30%) Informatica
6 8 (9.30%) Teradata
7 7 (8.14%) Talend
8 5 (5.81%) Ab Initio
8 5 (5.81%) CA
8 5 (5.81%) Google
8 5 (5.81%) Greenplum
9 4 (4.65%) Cisco
9 4 (4.65%) MuleSoft
10 3 (3.49%) Datameer
10 3 (3.49%) Netezza
11 2 (2.33%) EMC
11 2 (2.33%) Facebook
11 2 (2.33%) Red Hat
11 2 (2.33%) Splunk