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1© Copyright 2013 EMC Corporation. All rights reserved.
JOBS IN THE
CLOUD
Typical Jobs in the
Cloud Technology Arena
C. Gupta and P. Doig
10/24/2013
2© Copyright 2013 EMC Corporation. All rights reserved.
Agenda
 About EMC
 Journey to the Cloud
 Jobs in the Cloud
– R&D in Virtualization Technologies
– Open Source Application Developer
– Infrastructure Architect
– Database Architect
– Data Scientist
 Advice & Learnings
3© Copyright 2013 EMC Corporation. All rights reserved.
About EMC
EMC is a global leader in enabling businesses and
service providers to transform their operations
and deliver
information technology as a service (ITaaS)
Fundamental to this transformation is
-- cloud computing --
Through innovative products and services, EMC
accelerates the journey to cloud computing,
helping IT departments to store, manage, protect
and analyze their most valuable asset
-- information --
in a more agile, trusted and cost-efficient way.
 60,000 employees
worldwide
 $21.7 Billion
Revenue in 2012
 400+ Sales Offices
 86 Countries
 #139 within the
Fortune 500
4© Copyright 2013 EMC Corporation. All rights reserved.
Journey to the Cloud
Cloud
APP
OS
APP
OS
Virtualized
Infrastructure
Cloud
Services
CPU CPU
Classic
Data Center
Virtualized
Data Center
APP
OS
APP
OS
Virtualized
Infrastructure
CPU CPU
5© Copyright 2013 EMC Corporation. All rights reserved.
Journey to the Cloud
Cloud
APP
OS
APP
OS
Virtualized
Infrastructure
Cloud
Services
CPU CPU
Classic
Data Center
Virtualized
Data Center
APP
OS
APP
OS
Virtualized
Infrastructure
CPU CPU
Infrastructure
VMAX, VNX, Atmos, Isilon
storage solutions.. Optimized for
performance & service levels
Management & Orchestration
To manage resources,
configurations, performance
across virtual & physical layers
Applications
To manage service levels,
To charge back for costs,
To virtualize layers of the
technology stack
Security &
Data Protection
For authentication, privacy,
managing virtual firewalls
Types of Products
In the Cloud Include…
For more information: http://www.emc.com/products-solutions/index.htm
6© Copyright 2013 EMC Corporation. All rights reserved.
Cloud Transforms IT Infrastructure
Three Steps To Infrastructure
Standardize1 Automate3Virtualize2
7© Copyright 2013 EMC Corporation. All rights reserved.
Cloud Transforms IT Infrastructure
Three Steps To Infrastructure
Standardize1 Automate3Virtualize2
Cloud
Benefits
Include:
 Massively scalable
 Convenient on-demand network access
 Extend virtualization beyond enterprise data center
 Aggregates resources scattered across the globe
 Fully- automated request fulfillment process
8© Copyright 2013 EMC Corporation. All rights reserved.
Four Pillars and a Foundation of Trust
Mobile Cloud Big Data Social
T R U S T
9© Copyright 2013 EMC Corporation. All rights reserved.
#1 Research & Development
EMC has a dual strategy of strong investment in
R&D and Acquisition
10© Copyright 2013 EMC Corporation. All rights reserved.
Who We Interviewed…
 R&D Principal Engineer in the CTO Office of VMware.
She leads the group that provides the software which
manages virtual machines—in other words, the software
that manages resources in the cloud.
Background / Education — One Person’s Story
 PhD in computer science
 Has worked on software development and research
projects in relation to virtual technologies
Skills
 SW design & development — C++, Java
 SW development methodologies – agile, hybrid waterfall
 Good general knowledge on various areas of computing technology
R&D — Virtualization Technologies
11© Copyright 2013 EMC Corporation. All rights reserved.
A Day in the Life
 It’s not just about design / test / debugging skills,
but being able to
1. deal with product and projects interdependencies and
2. incorporate customer reviews and feedback into the
work that you do
 Stay current by attending conferences and keeping up with
the research communities.
– Note: interns bring new knowledge from universities.
Professional Affiliations
 IEEE, ACM are common affiliations
R&D — Virtualization Technologies
Personality
• Good in programming
(masters level comp sci)
• Very professional
• Teamwork, agility
• Good communicator,
both spoken & written
12© Copyright 2013 EMC Corporation. All rights reserved.
Advice to be successful
 There are many challenges in managing
an R&D team. Software code functionality is one
aspect, but having open and clear channels of
communication is equally important. Build
your talents both technically and also in
terms of communication and team
participation.
 Stay current!
If you want to know more
 VMware.com
R&D — Virtualization Technologies
VMware DRS
(Distributed Resource Scheduler)
is a utility that balances computing workloads
with available resources in a virtualized
environment. The utility is part of a virtualization
suite called VMware Infrastructure 3.
DPM
(Distributed Power Management)
the Distributed Power Management feature of
DRS can consolidate workloads in off-peak hours
to minimize energy consumption in the data
center.
13© Copyright 2013 EMC Corporation. All rights reserved.
#2 Open Source Application Developer
New Platform Strategies have led to New Applications in the Cloud
14© Copyright 2013 EMC Corporation. All rights reserved.
Who We Interviewed…
 Developer with Cloud Management Platform Team; develops
services for cloud infrastructure suite. “Cloud service” means
providing capabilities in a way that is on demand, elastic (scale
up/down), self-service, and metered (pay-as-you-go).
Background / Education — One Person’s Story
 Masters in computer science
 Concentrated in distributed systems, cloud computing
Skills
 SW Programming – Java, Python, Scala… and more
 Understand cloud computing concepts –
how scalable is the application (to handle volumes),
knowing the distributed systems aspect,
considering multitenancy (access to only your information),
and extensibility (to handle future changes)
Open Source Application
Developer
15© Copyright 2013 EMC Corporation. All rights reserved.
A Day in the Life
 Attend morning scrum meetings
 Everyone is knowledgeable about
what others on the team are doing
 Anyone can pick up any task to work on
 Frequent design discussions & brainstorming
 Daily progress reporting & communication of
status, issues
 Shared workspace
Certifications and Professional Affiliations
 Become a VMware certified professional
 Stay current in your field and related areas. Join
“Meetup Groups” such as Bay Area Geek Girls for
networking and great presentations
 Attend meetups on cloud computing, big data, Hadoop…
Open Source
Application Developer
Personality
• Interesting, intellectual
• Cooperative
• Fun, social
• Can look at a problem
from many perspectives,
consider all challenges
16© Copyright 2013 EMC Corporation. All rights reserved.
Potential Career Path
 There are many tracks; cloud computing
gives you the big picture (architecture,
database, network) – you choose!
 Client consulting – advice companies on
how their products can get into the cloud,
what benefits there will be.
Advice To Be Successful
 Cloud application development is an
interesting field to be in; many companies
will move business into the cloud.
 Be open to opportunities, have fun!
If You Want To Know More
http://bayareagirlgeekdinners.com/
Open Source
Application Developer
17© Copyright 2013 EMC Corporation. All rights reserved.
#3 Infrastructure Architect
Three Basic Cloud Infrastructure
Service Models
− Software as a service
− Platform as a service
− Infrastructure as a service
18© Copyright 2013 EMC Corporation. All rights reserved.
Who We Interviewed…
Consultant-level Cloud Architects in the Platform Strategy &
Engineering group. Works with all layers of the infrastructure
technology stack (storage, server, database, operating
system, application), physical and virtual; and the
corresponding services (middleware, database, and
deployment services).
Background / Education — One Person’s Story
• BS in computer science, EE
• OJT in related areas of technology, to broaden as much as
possible
Skills
• Systems, storage, networking technologies
• Management & automation tools
• Communication with customer
Infrastructure Architect
19© Copyright 2013 EMC Corporation. All rights reserved.
A Day in the Life
 Technology problem solving:
– How to retire physical servers and move the data to
virtualized cloud servers
– How to provide faster analytics at end of quarter
– How to integrate a provider’s SaaS with on premise
management software
 Evaluation of new technologies, services
– Coordinating tech experts across different technology teams to
provide a good, comprehensive solution that meets customer
requirements
Ongoing Education
 Industry events (EMC World, VMworld, Interop) and also
the local variants / user groups … networking!
 Certifications for Operating Systems (VMware, Microsoft,
Linux) and networks (Cisco)
 Informal (podcasts, meetup.com, LinkedIn, Twitter)
Infrastructure Architect
Personality
• Self-motivated
• Big picture thinker
• Experimenter, try new
things, innovate!
• Curious 24x7 – cool
home technologies
20© Copyright 2013 EMC Corporation. All rights reserved.
Infrastructure Architect
Future Trends in the Field
 More company consolidations > moving IT to the Cloud
 More coming in software, less in physical architecture
 More “as a Service” offerings
 Increased emphasis on integrations, i.e. integrating SaaS
(Software as a Service) applications
Advice To Be Successful
 Always be curious about new technologies (ex. 3D printing)
and seek to learn more
 Expand your knowledge in areas that may seem unrelated
 Always redefine yourself; broaden your skills vs mastering
one
 Have good customer skills (drawing the right information out of
them; defining their requirements; presenting back your solution
recommendations; bridging the gap between business & tech teams)
21© Copyright 2013 EMC Corporation. All rights reserved.
#4 Database Architect
 Traditional
− Relational database
− SQL Query Language
− Database
 In the Cloud
− Virtual Machine Image
E.g Oracle on Amazon EC2
− Database as a Service
Database Technologies
22© Copyright 2013 EMC Corporation. All rights reserved.
Who We Interviewed…
 Senior Technologist with concentration in databases:
– chooses the best database for a solution,
– architecting its size, parameters and performance attributes
– makes it work well in the virtual arena.
– designs tools for automation of provisioning, alerting, and more.
Database Architect
Background / Education — One Person’s Story
• BS in computer science > developer (COBOL)
• OTJ training in SQL, Oracle databases > a database administrator
• OTJ in “surrounding areas” (virtual technologies, middleware, storage)
Skills
 Data modeling / database design
 Structured query language
 Database administration
23© Copyright 2013 EMC Corporation. All rights reserved.
A Day in the Life
 Solution architecture, database design (physical, virtual)
 Developing automation tools
 Works with all kinds of databases (object, columnar,
relational)
Future Trends in the Field
 Proactive monitoring vs reacting to alerts
 Expand knowledge beyond databases (systems, storage,
network)
 More automation – more time to focus on issues &
performance
Database Architect
Personality
• Self-motivated, likes to learn a variety of things
• Desire to understand how things work
• Sees the “big picture” and trends, patterns
24© Copyright 2013 EMC Corporation. All rights reserved.
Advice to be successful
 Start by taking classes for a particular
database
 Learn adjacent technology stack
 Be active in local user groups to learn &
network
(ex VMUG – VMware’s user group)
If you want to know more
 http://searchsoa.techtarget.com/Cloud-Data-
Architecture-Quick-Guide
Database Architect
25© Copyright 2013 EMC Corporation. All rights reserved.
#5 Data Scientist
 Traditional
− Restricted data access
− Difficult to scale
− Higher control on environment
− Higher maintenance cost
• In the Cloud
− High Collaboration
− Highly Scalable
− Vendor dependent control
− Available forever online
− Cost effective
26© Copyright 2013 EMC Corporation. All rights reserved.
What is a Data Scientist?
Excels at analyzing data, particularly large amounts
of data, to help a business gain competitive
advantage
Educational Background
 B.S/M.S/PhD in Computer Science, Mathematics,
Statistics or finance
Skills
 Problem solving skills
 Analytical Thinking
 Deep understanding of statistics
 Machine learning algorithms
Data Scientist
Personality
• Curious
• Fast learner
• Entrepreneur mindset
• Good communication skills
27© Copyright 2013 EMC Corporation. All rights reserved.
Who can be a data scientist?
 Recent STEM graduates
 Business Intelligence and IT
 Business Analysts
Potential Career Path
 Senior Data Scientist / Team Lead
 Software Engineer / Solutions Engineer
 Hardware Engineer
 Marketing
Data Scientist
28© Copyright 2013 EMC Corporation. All rights reserved.
Data Scientist
Recommended Professional Affiliations
• IEEE (Institute of Electrical and Electronics Engineers)
• ACM (Association for Computing Machinery)
• CISSP (Certified Information Systems Security Professional)
• IAPP (International Association of Privacy Professionals)
Advice To Be Successful
• Have a balanced social, business and technology Acumen
• Be an expert in identifying who can help
Want to Learn More?
−http://simplystatistics.org/
−https://www.kaggle.com/
−http://blog.cloudera.com
−www.spryinc.com
Book: The Elements of Statistical Learning:
Data Mining, Inference, and Prediction
Course: http://www.amazon.com/Data-Science-
Big-Analytics-Instructor-Led/dp/B007X5FSHK/
29© Copyright 2013 EMC Corporation. All rights reserved.
Jobs in the Cloud
30© Copyright 2013 EMC Corporation. All rights reserved.
Appendix
31© Copyright 2013 EMC Corporation. All rights reserved.
2012+20021979
Source: Society of Women Engineers WE12 conference paper –
“Building the Case for New Technology Projects” - P. Doig, 11/8/2013
Innovation
In Enterprise Storage Systems
and Information Management
60+ Strategic Acquisitions
Authentica, Network Intelligence, RSA, Valyd,
Tablus, Verid, Archer, Documentum, Ask Once,
Acartus, Captiva, ProActivity, Document
Sciences, X-Hive, Kazeon, Vmware, Rainfinity,
Akimbi, FastScale, Dolphin, Interlink, Internosis,
BusinessEdge, Geniant, Conchango, Astrum,
Smarts, nLayers, Voyence, Infra, ConfigureSoft,
Legato, Avamar, Kashya, Illuminator, Indigo
Stone, WysDM, Data Domain, Pi, Dantz, Mozy,
Iomega, Greenplum, Isilon, Netwitness ,
Watch4Net, Pivotal Labs, XtremIO, Syncplicity
Diversity
Through Strategic
Acquisition
MemoryProducts
StorageSystems
StorageNetworks
InfoManagement
InfoSharing
InfoProtection
Services
Partnerships
Physical IT
Infrastructure
Cloud
Technology
Virtual IT
Infrastructure
Solutions Provider
1 2
3

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Jobs in the Cloud

  • 1. 1© Copyright 2013 EMC Corporation. All rights reserved. JOBS IN THE CLOUD Typical Jobs in the Cloud Technology Arena C. Gupta and P. Doig 10/24/2013
  • 2. 2© Copyright 2013 EMC Corporation. All rights reserved. Agenda  About EMC  Journey to the Cloud  Jobs in the Cloud – R&D in Virtualization Technologies – Open Source Application Developer – Infrastructure Architect – Database Architect – Data Scientist  Advice & Learnings
  • 3. 3© Copyright 2013 EMC Corporation. All rights reserved. About EMC EMC is a global leader in enabling businesses and service providers to transform their operations and deliver information technology as a service (ITaaS) Fundamental to this transformation is -- cloud computing -- Through innovative products and services, EMC accelerates the journey to cloud computing, helping IT departments to store, manage, protect and analyze their most valuable asset -- information -- in a more agile, trusted and cost-efficient way.  60,000 employees worldwide  $21.7 Billion Revenue in 2012  400+ Sales Offices  86 Countries  #139 within the Fortune 500
  • 4. 4© Copyright 2013 EMC Corporation. All rights reserved. Journey to the Cloud Cloud APP OS APP OS Virtualized Infrastructure Cloud Services CPU CPU Classic Data Center Virtualized Data Center APP OS APP OS Virtualized Infrastructure CPU CPU
  • 5. 5© Copyright 2013 EMC Corporation. All rights reserved. Journey to the Cloud Cloud APP OS APP OS Virtualized Infrastructure Cloud Services CPU CPU Classic Data Center Virtualized Data Center APP OS APP OS Virtualized Infrastructure CPU CPU Infrastructure VMAX, VNX, Atmos, Isilon storage solutions.. Optimized for performance & service levels Management & Orchestration To manage resources, configurations, performance across virtual & physical layers Applications To manage service levels, To charge back for costs, To virtualize layers of the technology stack Security & Data Protection For authentication, privacy, managing virtual firewalls Types of Products In the Cloud Include… For more information: http://www.emc.com/products-solutions/index.htm
  • 6. 6© Copyright 2013 EMC Corporation. All rights reserved. Cloud Transforms IT Infrastructure Three Steps To Infrastructure Standardize1 Automate3Virtualize2
  • 7. 7© Copyright 2013 EMC Corporation. All rights reserved. Cloud Transforms IT Infrastructure Three Steps To Infrastructure Standardize1 Automate3Virtualize2 Cloud Benefits Include:  Massively scalable  Convenient on-demand network access  Extend virtualization beyond enterprise data center  Aggregates resources scattered across the globe  Fully- automated request fulfillment process
  • 8. 8© Copyright 2013 EMC Corporation. All rights reserved. Four Pillars and a Foundation of Trust Mobile Cloud Big Data Social T R U S T
  • 9. 9© Copyright 2013 EMC Corporation. All rights reserved. #1 Research & Development EMC has a dual strategy of strong investment in R&D and Acquisition
  • 10. 10© Copyright 2013 EMC Corporation. All rights reserved. Who We Interviewed…  R&D Principal Engineer in the CTO Office of VMware. She leads the group that provides the software which manages virtual machines—in other words, the software that manages resources in the cloud. Background / Education — One Person’s Story  PhD in computer science  Has worked on software development and research projects in relation to virtual technologies Skills  SW design & development — C++, Java  SW development methodologies – agile, hybrid waterfall  Good general knowledge on various areas of computing technology R&D — Virtualization Technologies
  • 11. 11© Copyright 2013 EMC Corporation. All rights reserved. A Day in the Life  It’s not just about design / test / debugging skills, but being able to 1. deal with product and projects interdependencies and 2. incorporate customer reviews and feedback into the work that you do  Stay current by attending conferences and keeping up with the research communities. – Note: interns bring new knowledge from universities. Professional Affiliations  IEEE, ACM are common affiliations R&D — Virtualization Technologies Personality • Good in programming (masters level comp sci) • Very professional • Teamwork, agility • Good communicator, both spoken & written
  • 12. 12© Copyright 2013 EMC Corporation. All rights reserved. Advice to be successful  There are many challenges in managing an R&D team. Software code functionality is one aspect, but having open and clear channels of communication is equally important. Build your talents both technically and also in terms of communication and team participation.  Stay current! If you want to know more  VMware.com R&D — Virtualization Technologies VMware DRS (Distributed Resource Scheduler) is a utility that balances computing workloads with available resources in a virtualized environment. The utility is part of a virtualization suite called VMware Infrastructure 3. DPM (Distributed Power Management) the Distributed Power Management feature of DRS can consolidate workloads in off-peak hours to minimize energy consumption in the data center.
  • 13. 13© Copyright 2013 EMC Corporation. All rights reserved. #2 Open Source Application Developer New Platform Strategies have led to New Applications in the Cloud
  • 14. 14© Copyright 2013 EMC Corporation. All rights reserved. Who We Interviewed…  Developer with Cloud Management Platform Team; develops services for cloud infrastructure suite. “Cloud service” means providing capabilities in a way that is on demand, elastic (scale up/down), self-service, and metered (pay-as-you-go). Background / Education — One Person’s Story  Masters in computer science  Concentrated in distributed systems, cloud computing Skills  SW Programming – Java, Python, Scala… and more  Understand cloud computing concepts – how scalable is the application (to handle volumes), knowing the distributed systems aspect, considering multitenancy (access to only your information), and extensibility (to handle future changes) Open Source Application Developer
  • 15. 15© Copyright 2013 EMC Corporation. All rights reserved. A Day in the Life  Attend morning scrum meetings  Everyone is knowledgeable about what others on the team are doing  Anyone can pick up any task to work on  Frequent design discussions & brainstorming  Daily progress reporting & communication of status, issues  Shared workspace Certifications and Professional Affiliations  Become a VMware certified professional  Stay current in your field and related areas. Join “Meetup Groups” such as Bay Area Geek Girls for networking and great presentations  Attend meetups on cloud computing, big data, Hadoop… Open Source Application Developer Personality • Interesting, intellectual • Cooperative • Fun, social • Can look at a problem from many perspectives, consider all challenges
  • 16. 16© Copyright 2013 EMC Corporation. All rights reserved. Potential Career Path  There are many tracks; cloud computing gives you the big picture (architecture, database, network) – you choose!  Client consulting – advice companies on how their products can get into the cloud, what benefits there will be. Advice To Be Successful  Cloud application development is an interesting field to be in; many companies will move business into the cloud.  Be open to opportunities, have fun! If You Want To Know More http://bayareagirlgeekdinners.com/ Open Source Application Developer
  • 17. 17© Copyright 2013 EMC Corporation. All rights reserved. #3 Infrastructure Architect Three Basic Cloud Infrastructure Service Models − Software as a service − Platform as a service − Infrastructure as a service
  • 18. 18© Copyright 2013 EMC Corporation. All rights reserved. Who We Interviewed… Consultant-level Cloud Architects in the Platform Strategy & Engineering group. Works with all layers of the infrastructure technology stack (storage, server, database, operating system, application), physical and virtual; and the corresponding services (middleware, database, and deployment services). Background / Education — One Person’s Story • BS in computer science, EE • OJT in related areas of technology, to broaden as much as possible Skills • Systems, storage, networking technologies • Management & automation tools • Communication with customer Infrastructure Architect
  • 19. 19© Copyright 2013 EMC Corporation. All rights reserved. A Day in the Life  Technology problem solving: – How to retire physical servers and move the data to virtualized cloud servers – How to provide faster analytics at end of quarter – How to integrate a provider’s SaaS with on premise management software  Evaluation of new technologies, services – Coordinating tech experts across different technology teams to provide a good, comprehensive solution that meets customer requirements Ongoing Education  Industry events (EMC World, VMworld, Interop) and also the local variants / user groups … networking!  Certifications for Operating Systems (VMware, Microsoft, Linux) and networks (Cisco)  Informal (podcasts, meetup.com, LinkedIn, Twitter) Infrastructure Architect Personality • Self-motivated • Big picture thinker • Experimenter, try new things, innovate! • Curious 24x7 – cool home technologies
  • 20. 20© Copyright 2013 EMC Corporation. All rights reserved. Infrastructure Architect Future Trends in the Field  More company consolidations > moving IT to the Cloud  More coming in software, less in physical architecture  More “as a Service” offerings  Increased emphasis on integrations, i.e. integrating SaaS (Software as a Service) applications Advice To Be Successful  Always be curious about new technologies (ex. 3D printing) and seek to learn more  Expand your knowledge in areas that may seem unrelated  Always redefine yourself; broaden your skills vs mastering one  Have good customer skills (drawing the right information out of them; defining their requirements; presenting back your solution recommendations; bridging the gap between business & tech teams)
  • 21. 21© Copyright 2013 EMC Corporation. All rights reserved. #4 Database Architect  Traditional − Relational database − SQL Query Language − Database  In the Cloud − Virtual Machine Image E.g Oracle on Amazon EC2 − Database as a Service Database Technologies
  • 22. 22© Copyright 2013 EMC Corporation. All rights reserved. Who We Interviewed…  Senior Technologist with concentration in databases: – chooses the best database for a solution, – architecting its size, parameters and performance attributes – makes it work well in the virtual arena. – designs tools for automation of provisioning, alerting, and more. Database Architect Background / Education — One Person’s Story • BS in computer science > developer (COBOL) • OTJ training in SQL, Oracle databases > a database administrator • OTJ in “surrounding areas” (virtual technologies, middleware, storage) Skills  Data modeling / database design  Structured query language  Database administration
  • 23. 23© Copyright 2013 EMC Corporation. All rights reserved. A Day in the Life  Solution architecture, database design (physical, virtual)  Developing automation tools  Works with all kinds of databases (object, columnar, relational) Future Trends in the Field  Proactive monitoring vs reacting to alerts  Expand knowledge beyond databases (systems, storage, network)  More automation – more time to focus on issues & performance Database Architect Personality • Self-motivated, likes to learn a variety of things • Desire to understand how things work • Sees the “big picture” and trends, patterns
  • 24. 24© Copyright 2013 EMC Corporation. All rights reserved. Advice to be successful  Start by taking classes for a particular database  Learn adjacent technology stack  Be active in local user groups to learn & network (ex VMUG – VMware’s user group) If you want to know more  http://searchsoa.techtarget.com/Cloud-Data- Architecture-Quick-Guide Database Architect
  • 25. 25© Copyright 2013 EMC Corporation. All rights reserved. #5 Data Scientist  Traditional − Restricted data access − Difficult to scale − Higher control on environment − Higher maintenance cost • In the Cloud − High Collaboration − Highly Scalable − Vendor dependent control − Available forever online − Cost effective
  • 26. 26© Copyright 2013 EMC Corporation. All rights reserved. What is a Data Scientist? Excels at analyzing data, particularly large amounts of data, to help a business gain competitive advantage Educational Background  B.S/M.S/PhD in Computer Science, Mathematics, Statistics or finance Skills  Problem solving skills  Analytical Thinking  Deep understanding of statistics  Machine learning algorithms Data Scientist Personality • Curious • Fast learner • Entrepreneur mindset • Good communication skills
  • 27. 27© Copyright 2013 EMC Corporation. All rights reserved. Who can be a data scientist?  Recent STEM graduates  Business Intelligence and IT  Business Analysts Potential Career Path  Senior Data Scientist / Team Lead  Software Engineer / Solutions Engineer  Hardware Engineer  Marketing Data Scientist
  • 28. 28© Copyright 2013 EMC Corporation. All rights reserved. Data Scientist Recommended Professional Affiliations • IEEE (Institute of Electrical and Electronics Engineers) • ACM (Association for Computing Machinery) • CISSP (Certified Information Systems Security Professional) • IAPP (International Association of Privacy Professionals) Advice To Be Successful • Have a balanced social, business and technology Acumen • Be an expert in identifying who can help Want to Learn More? −http://simplystatistics.org/ −https://www.kaggle.com/ −http://blog.cloudera.com −www.spryinc.com Book: The Elements of Statistical Learning: Data Mining, Inference, and Prediction Course: http://www.amazon.com/Data-Science- Big-Analytics-Instructor-Led/dp/B007X5FSHK/
  • 29. 29© Copyright 2013 EMC Corporation. All rights reserved. Jobs in the Cloud
  • 30. 30© Copyright 2013 EMC Corporation. All rights reserved. Appendix
  • 31. 31© Copyright 2013 EMC Corporation. All rights reserved. 2012+20021979 Source: Society of Women Engineers WE12 conference paper – “Building the Case for New Technology Projects” - P. Doig, 11/8/2013 Innovation In Enterprise Storage Systems and Information Management 60+ Strategic Acquisitions Authentica, Network Intelligence, RSA, Valyd, Tablus, Verid, Archer, Documentum, Ask Once, Acartus, Captiva, ProActivity, Document Sciences, X-Hive, Kazeon, Vmware, Rainfinity, Akimbi, FastScale, Dolphin, Interlink, Internosis, BusinessEdge, Geniant, Conchango, Astrum, Smarts, nLayers, Voyence, Infra, ConfigureSoft, Legato, Avamar, Kashya, Illuminator, Indigo Stone, WysDM, Data Domain, Pi, Dantz, Mozy, Iomega, Greenplum, Isilon, Netwitness , Watch4Net, Pivotal Labs, XtremIO, Syncplicity Diversity Through Strategic Acquisition MemoryProducts StorageSystems StorageNetworks InfoManagement InfoSharing InfoProtection Services Partnerships Physical IT Infrastructure Cloud Technology Virtual IT Infrastructure Solutions Provider 1 2 3