Period
to 19 November 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 November 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 Nov 2017
Same period 2016 Same period 2015
Rank 1134 1177 1252
Rank change year-on-year +43 +75 +25
Permanent jobs citing MapR 64 41 56
As % of all permanent IT jobs advertised in the UK 0.036% 0.022% 0.026%
As % of the Vendors category 0.081% 0.050% 0.056%
Number of salaries quoted 51 28 40
UK median annual salary £77,500 £65,000 £63,500
Median salary % change year-on-year +19.23% +2.36% -27.43%
10th Percentile £48,750 £35,625 £42,500
90th Percentile £106,000 £82,250 £120,000
UK excluding London median annual salary £65,000 £65,000 £45,000
% change year-on-year - +44.44% -

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 79389 82710 99941
As % of all permanent IT jobs advertised in the UK 44.54% 43.84% 45.72%
Number of salaries quoted 61363 66769 81384
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 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 November 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 November 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 +65 64 £77,500 +19.23% 7
London +41 56 £80,000 +23.08% 4
UK excluding London +22 2 £65,000 - 4
South East +47 1 £65,000 - 1
East of England - 1 - -

For the 6 months to 19 November 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 61 (95.31%) Big Data
2 58 (90.63%) Hadoop
3 53 (82.81%) Cloudera
4 50 (78.13%) Hortonworks
5 48 (75.00%) Python
6 39 (60.94%) Apache Spark
7 35 (54.69%) Analytics
8 33 (51.56%) Java
9 32 (50.00%) Apache Hive
10 31 (48.44%) Business Intelligence
11 27 (42.19%) NoSQL
11 27 (42.19%) Visualisation
12 26 (40.63%) HBase
13 25 (39.06%) Tableau
13 25 (39.06%) ETL
13 25 (39.06%) Scala
13 25 (39.06%) Agile Software Development
14 24 (37.50%) MongoDB
15 23 (35.94%) Data Analytics
16 20 (31.25%) Data Quality
17 19 (29.69%) Open Source
18 18 (28.13%) MapReduce
18 18 (28.13%) Data Governance
18 18 (28.13%) Kafka
19 17 (26.56%) HDFS
19 17 (26.56%) Analytical Skills
20 16 (25.00%) Apache Cassandra
20 16 (25.00%) R
21 15 (23.44%) Apache
21 15 (23.44%) Data Management

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 39 (60.94%) Apache Spark
2 15 (23.44%) Apache
3 14 (21.88%) SAS
4 8 (12.50%) Apache Solr
5 7 (10.94%) Elasticsearch
6 5 (7.81%) Apache Pig
7 1 (1.56%) Apache Airflow
7 1 (1.56%) Confluence
Applications
1 13 (20.31%) SPSS
Cloud Services
1 14 (21.88%) Microsoft Azure
2 12 (18.75%) Amazon AWS
3 3 (4.69%) Google Cloud Platform
4 2 (3.13%) Amazon EMR
4 2 (3.13%) IaaS
4 2 (3.13%) Office 365
4 2 (3.13%) PaaS
4 2 (3.13%) SaaS
5 1 (1.56%) Amazon EC2
5 1 (1.56%) Amazon Kinesis
5 1 (1.56%) Amazon S3
5 1 (1.56%) Amazon SQS
5 1 (1.56%) CloudBees
5 1 (1.56%) Cortana Intelligence Suite
Communications & Networking
1 1 (1.56%) Kerberos
1 1 (1.56%) LDAP
Database & Business Intelligence
1 61 (95.31%) Big Data
2 58 (90.63%) Hadoop
3 32 (50.00%) Apache Hive
4 27 (42.19%) NoSQL
5 26 (40.63%) HBase
6 24 (37.50%) MongoDB
7 16 (25.00%) Apache Cassandra
8 15 (23.44%) Pentaho
9 14 (21.88%) Spotfire
10 12 (18.75%) Impala
10 12 (18.75%) Power BI
11 10 (15.63%) Data Warehouse
12 9 (14.06%) Flink
13 7 (10.94%) Sqoop
14 6 (9.38%) CouchDB
14 6 (9.38%) IBM BigInsights
14 6 (9.38%) QlikView
15 5 (7.81%) BusinessObjects
15 5 (7.81%) PostgreSQL
15 5 (7.81%) SQL Server Integration Services
Development Applications
1 6 (9.38%) Jenkins
2 5 (7.81%) ERwin
2 5 (7.81%) Maven
3 4 (6.25%) Artifactory
3 4 (6.25%) Talend Open Studio
3 4 (6.25%) Vagrant
4 3 (4.69%) Git (software)
5 2 (3.13%) JIRA
6 1 (1.56%) Atlassian Bamboo
6 1 (1.56%) Selenium
6 1 (1.56%) SonarQube
6 1 (1.56%) Subversion
General
1 12 (18.75%) Legal
2 10 (15.63%) Finance
3 9 (14.06%) Aerospace
4 7 (10.94%) Retail
5 3 (4.69%) Telecoms
6 1 (1.56%) Financial Institution
Job Titles
1 25 (39.06%) Data Engineer
2 24 (37.50%) Big Data Engineer
3 20 (31.25%) Architect
3 20 (31.25%) Data Architect
4 14 (21.88%) Big Data Architect
5 11 (17.19%) Analytics Manager
5 11 (17.19%) Data Analytics Manager
5 11 (17.19%) Data Manager
5 11 (17.19%) Hadoop Engineer
6 6 (9.38%) Solutions Architect
7 4 (6.25%) Big Data Solutions Architect
7 4 (6.25%) IT Engineer
7 4 (6.25%) Java Architect
7 4 (6.25%) Senior Analytics Manager
7 4 (6.25%) Senior Manager
8 3 (4.69%) Business Intelligence Architect
8 3 (4.69%) Data Analytics Architect
8 3 (4.69%) Data Analytics Engineer
8 3 (4.69%) Data Scientist
8 3 (4.69%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 18 (28.13%) Kafka
2 6 (9.38%) Spark Streaming
3 3 (4.69%) JSON
3 3 (4.69%) MLlib
3 3 (4.69%) Natural Language Processing
3 3 (4.69%) XML
4 2 (3.13%) CSS
4 2 (3.13%) HTML
5 1 (1.56%) Apache Tez
5 1 (1.56%) D3.js
5 1 (1.56%) Lucene
5 1 (1.56%) RESTful
5 1 (1.56%) SparkR
5 1 (1.56%) TensorFlow
Miscellaneous
1 17 (26.56%) Analytical Skills
2 11 (17.19%) Social Network
3 8 (12.50%) Computer Science
4 4 (6.25%) Algorithms
5 3 (4.69%) Data Centre
5 3 (4.69%) Data Structures
6 2 (3.13%) Fintech
6 2 (3.13%) Virtual Team
7 1 (1.56%) Management Information System
7 1 (1.56%) Reference Data
Operating Systems
1 11 (17.19%) Linux
2 8 (12.50%) Unix
3 2 (3.13%) Windows
4 1 (1.56%) Mesosphere
Processes & Methodologies
1 35 (54.69%) Analytics
2 31 (48.44%) Business Intelligence
3 27 (42.19%) Visualisation
4 25 (39.06%) Agile Software Development
4 25 (39.06%) ETL
5 23 (35.94%) Data Analytics
6 19 (29.69%) Open Source
7 18 (28.13%) Data Governance
7 18 (28.13%) MapReduce
8 15 (23.44%) Data Management
9 12 (18.75%) Machine Learning
10 10 (15.63%) Data Analysis
10 10 (15.63%) Software Engineering
11 9 (14.06%) Data Architecture
11 9 (14.06%) Data Modelling
12 8 (12.50%) Business Development
12 8 (12.50%) Presales
13 7 (10.94%) Data Visualisation
14 6 (9.38%) Capacity Planning
14 6 (9.38%) Data Engineering
Programming Languages
1 48 (75.00%) Python
2 33 (51.56%) Java
3 25 (39.06%) Scala
4 16 (25.00%) R
5 12 (18.75%) SQL
6 4 (6.25%) C++
7 3 (4.69%) Shell Script
8 2 (3.13%) Bash Shell
8 2 (3.13%) JavaScript
8 2 (3.13%) Lua
8 2 (3.13%) PowerShell
9 1 (1.56%) Clojure
9 1 (1.56%) CQL
Qualifications
1 8 (12.50%) SC Cleared
1 8 (12.50%) Security Cleared
2 4 (6.25%) Computer Science Degree
2 4 (6.25%) Degree
3 2 (3.13%) CTC Cleared
3 2 (3.13%) DV Cleared
Quality Assurance & Compliance
1 20 (31.25%) Data Quality
2 3 (4.69%) GCP
System Software
1 17 (26.56%) HDFS
2 9 (14.06%) Apache Flume
3 7 (10.94%) Docker
4 2 (3.13%) Apache ZooKeeper
5 1 (1.56%) MapR-FS
Systems Management
1 5 (7.81%) Hadoop YARN
2 2 (3.13%) QRadar
3 1 (1.56%) Ambari
3 1 (1.56%) Ansible
3 1 (1.56%) Docker Swarm
3 1 (1.56%) Kubernetes
3 1 (1.56%) Oozie
3 1 (1.56%) Opscode Chef
3 1 (1.56%) Puppet
3 1 (1.56%) Salt
3 1 (1.56%) yum
Vendors
1 53 (82.81%) Cloudera
2 50 (78.13%) Hortonworks
3 25 (39.06%) Tableau
4 12 (18.75%) Oracle
5 10 (15.63%) IBM
6 9 (14.06%) Teradata
7 7 (10.94%) Informatica
8 5 (7.81%) Ab Initio
8 5 (7.81%) CA
9 4 (6.25%) Talend
10 3 (4.69%) Greenplum
10 3 (4.69%) SAP
11 2 (3.13%) Datameer
11 2 (3.13%) NetWitness
12 1 (1.56%) Alteryx
12 1 (1.56%) Elastic Path
12 1 (1.56%) Nuix
12 1 (1.56%) Paxata
12 1 (1.56%) Platfora
12 1 (1.56%) Splunk