Period
to 23 May 2018

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 23 May 2018 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
23 May 2018
Same period 2017 Same period 2016
Rank 1102 1101 1171
Rank change year-on-year -1 +70 +102
Permanent jobs citing MapR 81 65 100
As % of all permanent IT jobs advertised in the UK 0.047% 0.038% 0.050%
As % of the Vendors category 0.11% 0.087% 0.11%
Number of salaries quoted 75 45 56
UK median annual salary £75,000 £80,000 £57,500
Median salary % change year-on-year -6.25% +39.13% -23.33%
10th Percentile £52,500 £44,000 £50,000
90th Percentile £107,500 £96,250 £88,125
UK excluding London median annual salary £75,000 £78,750 £57,500
% change year-on-year -4.76% +36.96% -20.69%

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 76,513 74,784 91,320
As % of all permanent IT jobs advertised in the UK 44.52% 44.21% 45.49%
Number of salaries quoted 59,983 60,084 74,571
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,940 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -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 23 May 2018.

Salary histogram for MapR in the UK

MapR
Top 10 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 23 May 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 +14 80 £75,000 -6.25% 10
London -5 53 £75,000 -6.25% 4
UK excluding London -18 27 £75,000 -4.76% 7
East of England - 10 £75,000 - 1
East Midlands - 8 £100,000 -
Midlands - 8 £100,000 -
South East -19 6 £55,000 -30.16% 1
North of England - 3 £67,500 - 4
North East - 2 £67,500 -
North West - 1 £65,000 - 1

For the 6 months to 23 May 2018, IT jobs citing MapR 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 MapR.

1 74 (91.36%) Hadoop
2 73 (90.12%) Big Data
3 71 (87.65%) Cloudera
4 61 (75.31%) Hortonworks
5 60 (74.07%) Apache Spark
6 48 (59.26%) Kafka
7 44 (54.32%) Java
8 42 (51.85%) HBase
8 42 (51.85%) Amazon AWS
9 41 (50.62%) Apache Cassandra
10 40 (49.38%) Python
10 40 (49.38%) ETL
11 36 (44.44%) Machine Learning
11 36 (44.44%) Analytics
12 35 (43.21%) Scala
12 35 (43.21%) SQL
13 34 (41.98%) Apache Hive
14 31 (38.27%) NoSQL
15 28 (34.57%) Data Science
16 26 (32.10%) MongoDB
16 26 (32.10%) Apache Flume
16 26 (32.10%) Agile Software Development
17 25 (30.86%) Docker
18 23 (28.40%) Data Warehouse
19 22 (27.16%) Computer Science
19 22 (27.16%) Data Engineering
20 21 (25.93%) Software Engineering
20 21 (25.93%) Open Source
21 20 (24.69%) Apache
22 19 (23.46%) Impala

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 60 (74.07%) Apache Spark
2 20 (24.69%) Apache
3 18 (22.22%) Apache Pig
4 17 (20.99%) SAS
5 9 (11.11%) Apache Solr
6 6 (7.41%) Elasticsearch
7 2 (2.47%) SugarCRM
8 1 (1.23%) Confluence
Applications
1 2 (2.47%) Microsoft Excel
Business Applications
1 1 (1.23%) WebTrends
Cloud Services
1 42 (51.85%) Amazon AWS
2 12 (14.81%) Microsoft Azure
3 11 (13.58%) Google Cloud Platform
4 8 (9.88%) Bluemix
4 8 (9.88%) IBM Cloud
5 6 (7.41%) Amazon EC2
5 6 (7.41%) Amazon S3
6 4 (4.94%) Amazon Kinesis
6 4 (4.94%) Amazon SQS
6 4 (4.94%) Cloud Computing
7 2 (2.47%) Amazon EMR
7 2 (2.47%) IaaS
7 2 (2.47%) PaaS
7 2 (2.47%) SaaS
8 1 (1.23%) Adobe Analytics
8 1 (1.23%) Cloudflare
8 1 (1.23%) CloudFront
8 1 (1.23%) Google Analytics
Communications & Networking
1 4 (4.94%) Internet
2 3 (3.70%) Firewall
3 2 (2.47%) DNS
3 2 (2.47%) HTTP
3 2 (2.47%) HTTPS
3 2 (2.47%) LAN
3 2 (2.47%) SSL
3 2 (2.47%) TCP/IP
3 2 (2.47%) WAN
4 1 (1.23%) Network Security
Database & Business Intelligence
1 74 (91.36%) Hadoop
2 73 (90.12%) Big Data
3 42 (51.85%) HBase
4 41 (50.62%) Apache Cassandra
5 34 (41.98%) Apache Hive
6 31 (38.27%) NoSQL
7 26 (32.10%) MongoDB
8 23 (28.40%) Data Warehouse
9 19 (23.46%) Impala
10 15 (18.52%) Relational Database
11 11 (13.58%) SQL Server
12 10 (12.35%) Data Mining
13 9 (11.11%) BigQuery
13 9 (11.11%) Mahout
13 9 (11.11%) RDBMS
14 8 (9.88%) Star Schema
15 6 (7.41%) Pentaho
16 5 (6.17%) Enterprise Data Warehouse
16 5 (6.17%) Flink
17 4 (4.94%) IBM BigInsights
Development Applications
1 5 (6.17%) Jenkins
2 1 (1.23%) CircleCI
2 1 (1.23%) Gerrit
2 1 (1.23%) Git (software)
2 1 (1.23%) JIRA
2 1 (1.23%) Travis CI
General
1 8 (9.88%) Finance
2 6 (7.41%) Retail
3 5 (6.17%) Banking
4 4 (4.94%) Marketing
5 3 (3.70%) Electronics
5 3 (3.70%) Manufacturing
6 2 (2.47%) Financial Institution
6 2 (2.47%) Telecoms
7 1 (1.23%) Publishing
Job Titles
1 33 (40.74%) Big Data Engineer
2 28 (34.57%) Data Engineer
3 13 (16.05%) Software Engineer
4 12 (14.81%) Big Data Software Engineer
5 9 (11.11%) Hadoop Engineer
6 8 (9.88%) Architect
6 8 (9.88%) Data Architect
6 8 (9.88%) Developer
7 7 (8.64%) Data Scientist
8 6 (7.41%) Administrator
8 6 (7.41%) Big Data Developer
9 5 (6.17%) Hadoop Developer
9 5 (6.17%) Machine Learning Engineer
10 4 (4.94%) AWS DevOps
10 4 (4.94%) Big Data Architect
10 4 (4.94%) Lead DevOps
10 4 (4.94%) NoSQL Engineer
10 4 (4.94%) Senior Software Engineer
11 3 (3.70%) DevOps Administrator
11 3 (3.70%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 48 (59.26%) Kafka
2 12 (14.81%) Spark Streaming
3 10 (12.35%) JSON
3 10 (12.35%) RabbitMQ
3 10 (12.35%) XML
4 8 (9.88%) TensorFlow
5 6 (7.41%) Akka
6 3 (3.70%) Natural Language Processing
6 3 (3.70%) YAML
7 2 (2.47%) Lucene
7 2 (2.47%) SOAP
Miscellaneous
1 22 (27.16%) Computer Science
2 16 (19.75%) Algorithms
3 14 (17.28%) Analytical Skills
4 3 (3.70%) Self-Motivation
5 2 (2.47%) Clustering
5 2 (2.47%) Enterprise Software
5 2 (2.47%) Hedge funds
5 2 (2.47%) Internet of Things
5 2 (2.47%) Life Science
5 2 (2.47%) Social Media
5 2 (2.47%) Social Network
6 1 (1.23%) Fintech
6 1 (1.23%) Greenfield Project
6 1 (1.23%) Mobile App
6 1 (1.23%) NHS
6 1 (1.23%) Replication
6 1 (1.23%) User Experience
Operating Systems
1 15 (18.52%) Linux
2 14 (17.28%) Unix
Processes & Methodologies
1 40 (49.38%) ETL
2 36 (44.44%) Analytics
2 36 (44.44%) Machine Learning
3 28 (34.57%) Data Science
4 26 (32.10%) Agile Software Development
5 22 (27.16%) Data Engineering
6 21 (25.93%) Open Source
6 21 (25.93%) Software Engineering
7 17 (20.99%) Problem-Solving
8 16 (19.75%) Data Visualisation
8 16 (19.75%) Visualisation
9 15 (18.52%) Microservices
10 14 (17.28%) Data Analysis
10 14 (17.28%) DevOps
10 14 (17.28%) Statistics
11 12 (14.81%) MapReduce
12 11 (13.58%) Cryptography
12 11 (13.58%) Data Management
12 11 (13.58%) Migration
12 11 (13.58%) Scrum
Programming Languages
1 44 (54.32%) Java
2 40 (49.38%) Python
3 35 (43.21%) Scala
3 35 (43.21%) SQL
4 13 (16.05%) R
5 6 (7.41%) C++
6 5 (6.17%) JavaScript
7 4 (4.94%) VBA
8 3 (3.70%) C
8 3 (3.70%) Go
8 3 (3.70%) Shell Script
9 2 (2.47%) T-SQL
10 1 (1.23%) Ruby
Qualifications
1 11 (13.58%) PhD
2 10 (12.35%) Degree
3 4 (4.94%) Computer Science Degree
4 2 (2.47%) EMC Certification
5 1 (1.23%) Master's Degree
Quality Assurance & Compliance
1 5 (6.17%) Data Quality
2 2 (2.47%) GCP
2 2 (2.47%) QA
2 2 (2.47%) SLA
System Software
1 26 (32.10%) Apache Flume
2 25 (30.86%) Docker
3 16 (19.75%) HDFS
4 5 (6.17%) Virtual Machines
5 3 (3.70%) KVM
5 3 (3.70%) VMware Infrastructure
5 3 (3.70%) Xen
6 1 (1.23%) Apache ZooKeeper
Systems Management
1 11 (13.58%) Kubernetes
2 10 (12.35%) Ansible
3 8 (9.88%) Terraform
4 7 (8.64%) Hadoop YARN
5 6 (7.41%) Docker Swarm
5 6 (7.41%) Mesos
5 6 (7.41%) Opscode Chef
5 6 (7.41%) Puppet
6 5 (6.17%) Oozie
7 3 (3.70%) Red Hat Spacewalk
8 2 (2.47%) Kibana
9 1 (1.23%) Packer
Vendors
1 71 (87.65%) Cloudera
2 61 (75.31%) Hortonworks
3 17 (20.99%) Tableau
4 12 (14.81%) Google
4 12 (14.81%) Microsoft
5 11 (13.58%) Oracle
6 9 (11.11%) Informatica
7 8 (9.88%) Talend
8 4 (4.94%) Datameer
8 4 (4.94%) IBM
9 3 (3.70%) Facebook
9 3 (3.70%) Teradata
9 3 (3.70%) VMware
10 2 (2.47%) Capita
10 2 (2.47%) Cognizant
10 2 (2.47%) DataFlux
10 2 (2.47%) EMC
10 2 (2.47%) Greenplum
10 2 (2.47%) Intel
10 2 (2.47%) Vertica