Period
to 17 October 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 17 October 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
17 Oct 2017
Same period 2016 Same period 2015
Rank 1108 1182 1245
Rank change year-on-year +74 +63 +34
Permanent jobs citing MapR 69 59 52
As % of all permanent IT jobs advertised in the UK 0.039% 0.031% 0.024%
As % of the Vendors category 0.089% 0.070% 0.052%
Number of salaries quoted 56 39 33
UK median annual salary £73,750 £65,000 £63,500
Median salary % change year-on-year +13.46% +2.36% -29.44%
10th Percentile £43,125 £39,500 £48,750
90th Percentile £105,000 £92,500 £120,000
UK excluding London median annual salary - £63,750 £43,750
% change year-on-year - +45.71% -

MapR is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 77659 84134 100343
As % of all permanent IT jobs advertised in the UK 44.40% 43.85% 46.07%
Number of salaries quoted 60091 67959 81567
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 17 October 2017.

Salary histogram for MapR in the UK

MapR
Top 4 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 17 October 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 +73 69 £73,750 +13.46% 8
London +63 62 £80,000 +35.59% 5
UK excluding London +18 1 - - 4
East of England - 1 - -

For the 6 months to 17 October 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 66 (95.65%) Big Data
2 59 (85.51%) Hadoop
3 56 (81.16%) Cloudera
4 53 (76.81%) Hortonworks
5 51 (73.91%) Python
6 39 (56.52%) Java
6 39 (56.52%) Analytics
7 38 (55.07%) Apache Spark
8 33 (47.83%) Apache Hive
9 31 (44.93%) Business Intelligence
10 30 (43.48%) Visualisation
10 30 (43.48%) Scala
11 24 (34.78%) Tableau
11 24 (34.78%) HBase
12 23 (33.33%) MongoDB
12 23 (33.33%) NoSQL
12 23 (33.33%) HDFS
12 23 (33.33%) ETL
12 23 (33.33%) Agile Software Development
13 20 (28.99%) Data Analytics
14 19 (27.54%) Data Governance
14 19 (27.54%) Data Quality
14 19 (27.54%) Analytical Skills
15 18 (26.09%) Apache
16 17 (24.64%) Data Management
16 17 (24.64%) Open Source
17 16 (23.19%) R
17 16 (23.19%) Machine Learning
17 16 (23.19%) Kafka
18 15 (21.74%) Microsoft Azure

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 38 (55.07%) Apache Spark
2 18 (26.09%) Apache
3 15 (21.74%) SAS
4 10 (14.49%) Apache Solr
5 5 (7.25%) Apache Pig
6 4 (5.80%) Elasticsearch
7 1 (1.45%) Confluence
Applications
1 13 (18.84%) SPSS
Cloud Services
1 15 (21.74%) Microsoft Azure
2 11 (15.94%) Amazon AWS
3 4 (5.80%) Google Cloud Platform
4 3 (4.35%) Amazon EMR
4 3 (4.35%) IaaS
4 3 (4.35%) PaaS
4 3 (4.35%) SaaS
5 2 (2.90%) Office 365
6 1 (1.45%) CloudBees
6 1 (1.45%) Cortana Intelligence Suite
Communications & Networking
1 1 (1.45%) Internet
1 1 (1.45%) Kerberos
1 1 (1.45%) LDAP
Database & Business Intelligence
1 66 (95.65%) Big Data
2 59 (85.51%) Hadoop
3 33 (47.83%) Apache Hive
4 24 (34.78%) HBase
5 23 (33.33%) MongoDB
5 23 (33.33%) NoSQL
6 15 (21.74%) Spotfire
7 14 (20.29%) Pentaho
8 11 (15.94%) Apache Cassandra
9 10 (14.49%) Power BI
10 8 (11.59%) CouchDB
10 8 (11.59%) Data Mining
10 8 (11.59%) IBM BigInsights
10 8 (11.59%) Impala
11 7 (10.14%) Data Warehouse
11 7 (10.14%) QlikView
12 6 (8.70%) IBM InfoSphere
13 5 (7.25%) BusinessObjects
13 5 (7.25%) SQL Server Integration Services
13 5 (7.25%) Text Mining
Development Applications
1 5 (7.25%) ERwin
2 4 (5.80%) Jenkins
2 4 (5.80%) Talend Open Studio
3 3 (4.35%) Maven
4 2 (2.90%) Artifactory
4 2 (2.90%) Git (software)
4 2 (2.90%) JIRA
4 2 (2.90%) Vagrant
5 1 (1.45%) Atlassian Bamboo
5 1 (1.45%) Selenium
5 1 (1.45%) SonarQube
5 1 (1.45%) Subversion
General
1 15 (21.74%) Legal
2 14 (20.29%) Finance
3 10 (14.49%) Retail
4 9 (13.04%) Aerospace
5 5 (7.25%) Telecoms
6 3 (4.35%) Banking
7 2 (2.90%) Marketing
8 1 (1.45%) Financial Institution
Job Titles
1 20 (28.99%) Architect
1 20 (28.99%) Data Architect
2 19 (27.54%) Big Data Engineer
2 19 (27.54%) Data Engineer
3 14 (20.29%) Big Data Architect
4 12 (17.39%) Data Manager
5 11 (15.94%) Analytics Manager
5 11 (15.94%) Data Analytics Manager
6 9 (13.04%) Hadoop Engineer
7 8 (11.59%) Data Scientist
8 7 (10.14%) Java Architect
9 5 (7.25%) Junior
9 5 (7.25%) Senior Manager
9 5 (7.25%) Solutions Architect
10 4 (5.80%) Big Data Developer
10 4 (5.80%) Developer
10 4 (5.80%) Graduate
10 4 (5.80%) Senior Analytics Manager
11 3 (4.35%) Big Data Solutions Architect
11 3 (4.35%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 16 (23.19%) Kafka
2 7 (10.14%) Natural Language Processing
3 4 (5.80%) JSON
3 4 (5.80%) MLlib
3 4 (5.80%) XML
4 2 (2.90%) Spark Streaming
5 1 (1.45%) CSS
5 1 (1.45%) D3.js
5 1 (1.45%) HTML
5 1 (1.45%) Lucene
5 1 (1.45%) RESTful
5 1 (1.45%) SparkR
5 1 (1.45%) TensorFlow
Miscellaneous
1 19 (27.54%) Analytical Skills
2 13 (18.84%) Social Network
3 9 (13.04%) Computer Science
4 4 (5.80%) Algorithms
5 3 (4.35%) Greenfield Project
6 2 (2.90%) Data Structures
6 2 (2.90%) Fintech
6 2 (2.90%) Management Information System
7 1 (1.45%) Data Centre
7 1 (1.45%) Reference Data
7 1 (1.45%) Virtual Team
Operating Systems
1 7 (10.14%) Linux
2 3 (4.35%) Unix
3 2 (2.90%) Windows
4 1 (1.45%) Mesosphere
Processes & Methodologies
1 39 (56.52%) Analytics
2 31 (44.93%) Business Intelligence
3 30 (43.48%) Visualisation
4 23 (33.33%) Agile Software Development
4 23 (33.33%) ETL
5 20 (28.99%) Data Analytics
6 19 (27.54%) Data Governance
7 17 (24.64%) Data Management
7 17 (24.64%) Open Source
8 16 (23.19%) Machine Learning
9 14 (20.29%) MapReduce
10 10 (14.49%) Data Modelling
10 10 (14.49%) Data Visualisation
11 9 (13.04%) Data Analysis
12 8 (11.59%) Business Development
12 8 (11.59%) Data Architecture
12 8 (11.59%) Neural Network
12 8 (11.59%) Predictive Modelling
12 8 (11.59%) Software Engineering
12 8 (11.59%) Statistics
Programming Languages
1 51 (73.91%) Python
2 39 (56.52%) Java
3 30 (43.48%) Scala
4 16 (23.19%) R
5 11 (15.94%) SQL
6 6 (8.70%) C++
7 3 (4.35%) Shell Script
8 2 (2.90%) Bash Shell
8 2 (2.90%) Lua
8 2 (2.90%) PowerShell
9 1 (1.45%) Clojure
9 1 (1.45%) JavaScript
9 1 (1.45%) Perl
9 1 (1.45%) PHP
Qualifications
1 8 (11.59%) SC Cleared
1 8 (11.59%) Security Cleared
2 3 (4.35%) PhD
3 2 (2.90%) Computer Science Degree
3 2 (2.90%) CTC Cleared
3 2 (2.90%) Degree
3 2 (2.90%) DV Cleared
4 1 (1.45%) EMC Certification
Quality Assurance & Compliance
1 19 (27.54%) Data Quality
2 3 (4.35%) GCP
System Software
1 23 (33.33%) HDFS
2 6 (8.70%) Apache Flume
3 4 (5.80%) Docker
4 1 (1.45%) Apache ZooKeeper
Systems Management
1 2 (2.90%) Ansible
1 2 (2.90%) Opscode Chef
1 2 (2.90%) Puppet
1 2 (2.90%) QRadar
2 1 (1.45%) Ambari
2 1 (1.45%) Docker Swarm
2 1 (1.45%) Hadoop YARN
2 1 (1.45%) Kubernetes
2 1 (1.45%) Salt
Vendors
1 56 (81.16%) Cloudera
2 53 (76.81%) Hortonworks
3 24 (34.78%) Tableau
4 13 (18.84%) Oracle
5 12 (17.39%) IBM
6 8 (11.59%) Teradata
7 7 (10.14%) Informatica
8 5 (7.25%) Ab Initio
8 5 (7.25%) CA
9 4 (5.80%) Greenplum
9 4 (5.80%) Talend
10 3 (4.35%) Google
11 2 (2.90%) Datameer
11 2 (2.90%) Netezza
11 2 (2.90%) NetWitness
12 1 (1.45%) Alteryx
12 1 (1.45%) Atlassian
12 1 (1.45%) Nuix
12 1 (1.45%) Paxata
12 1 (1.45%) Platfora