University Logo
JOBs IN DATA MAJOR
EVETHINGS IS DATA
Advisor: NGUYEN THI THANH SANG Student: NGUYEN TRUNG KIENDUONG NGUYEN GIA KHANHNGUYEN MINH HIEUPHAM QUANG TUONGTRAN QUOC ANH
“Data is a precious thing and will last longer than the systems themselves.”
Tim Berners-Lee
University Logo
DATA SCIENTIST
THE SEXIEST JOB OF THE 21ST CENTURY
Index
EXPLORE THE WORLD OF DATA SCINETIST.
01. DEFINITION
02. DEMAND
03. CAREER OPPORTUNITIES
04. NEEDED SKILLS
05. SALARY
06. CHALLENGES
07. PARTICULAR DATA SCIENTIST
DATA EGINEER
01. definition:
WHAT IS DATA SCIENTIST ?
A data scientist is a professional responsible for collecting, analyzing and interpreting extremely large amounts of data.
02. demand:
WHAT THE WORLD NEED!
- The demand for data science skills has grown significantly over the years.
- In the world, there has been a 650% increase in data science jobs since 2012.
- Big Data and Data Science have developed strongly in the first half of this year
REMARKABLE THINGS
28% Demand increase by 2020
4,524 Jobs opening
$120,931 Base Salary
#1 Job in America from 2016 -2018
03. Career opportunities:
WHAT WE CAN GET FROM IT
In the world, you can find data scientists everywhere, insurance companies, credit unions, technology companies,...
In Vietnam, Data Sciencetist is not a strange industry to the technology community.
04.
needed skills:
SKILL WE NEED TO ACQUIRE
- Programming languages
- Data visualization
- Machine learning
- Big data
- Communication
05.SALARY
HOW MUCH MONEY WE CAN GET FROM IT ?
In the world, careers in data science often offer salaries that are much higher than the national average. For Data Scientist jobs in Viet Nam , the current popular salary ranges from 13-25 million VND per month.
06.
Challenges:
THE DIFFICULTIES IN DATA SCIENTIST
While they are often hired to make sense of large systems of information, they are not necessarily always given specific questions to ask for directions to take their research.
07. Particular data scientist:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
NGUYEN HOAN
Yann LeCun
University Logo
DATA ENGINEER
The fuTURE OF DATA WAREHOUSING?
Index
EXPLORE THE WORLD OF DATA ENGINEER:
01. DEFINITION
02. DEMAND
03. CAREER OPPORTUNITIES
04. NEEDED SKILLS
05. SALARY
06. CHALLENGES
07. PARTICULAR DATA SCIENTIST
08. FAMOUS COMPANIES
Refferences
01. definition
WHAT IS DATA ENGINEER?
Data engineering is the practice designing and building systems for collecting, storing, and analyzing data at scale.
02. DEMAND:
WHAT THE WORLD NEED!
- According to The Dice 2020 Tech Job Report, Data Engineer is the fastest growing job in Technology in 2019
- In Vietnam, according to the Hanoitimes,with a shortage of high-quality human resources, information technology
FASTEST GROWING TECH OCCIPATIONS
Back End Developer
Senior Data Scientist
Front End Developer
*The data was collected in 2018
03. Career opportunities:
Lorem ipsum dolor sit amet
In the world of big data, every job works together in order to understand the data collected and make the best use of it for the business.
Especially in the United States, the amount of Data Engineers is accounting for 50%
In Vietnam when the 4.0 technology starts, people only think about collected data, so it will be slower on surface data, which the more we have, the stronger we are in terms of insight.
04.Need skills:
SKILLS WE NEED TO ACQUIRE.
Data engineers require experience in software engineering, programming languages, and a firm grip on core technical skills.
- Designing big data infrastructure
- Preparing data to be analysed
- Building and optimising data pipelines from the ground up
- Assembling large and complex data sets to meet functional and non-functional demands
- Build the infrastructure necessary for optimal extraction
- Automating manual process
- Optimising data delivery
- Redesigning infrastructure for greater scalability
- Assisting data scientists in building and optimising products.
05. salary:
HOW MUCH MONEY WE CAN GET FROM IT?
According to Glassdoor, the average salary for a data engineer is $137,776 per year, with a reported salary range of $110,000 to $155,000 (Depending on skills, experience and location)
In Vietnam, according to the statistics of vietnamwork.com updated in 17/10/2021, the average salary for a data engineer is 1,352$ per month
06. Challenge:
There are 9 common challenge that Data Engineer need to face to is:
- Data Engineers Must Learn On Their Feet.
06. Challenge:
There are 9 common challenge that Data Engineer need to face to is:
- Data Pipeline Maintenance.
- Data Governance, Or Lack Thereof.
07. Particular data engineer:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
Next
Francisco Rius
07. Particular data engineer:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
FAMILAR FACES OF DATA SCIENTIIn Vietnam, Zalo app has just won the Champion at the "Show US the Data" contest organized by the Coleridge Initiative (New York University) on KaggleST IN VIET NAM AND THE WORLD.
Nguyen Quan Anh Minh (AI Engineer)
Nguyen Tuan Khoi (Data Engineer)
08. Famous companies:
THE LEADER DATA COMPANIES.
Data is one of the most crucial assets for any organization. From healthcare to financial firms, every industry has begun to recognize the need for data-driven business operations
Next
08. Famous companies:
THE LEADER DATA COMPANIES.
COMPANIES IN VIET NAM
Revenue: $514,000,000
18,000 employees
"I'am availible"
"With me, I determined what I will follow in the future when I was studying in high school and I will become a Data Scientist. Data Scientist is helping businesses to know their customers more closely so that they can serve them better. Data Scientists are the superheroes of today's businesses, who collect, cleanse, and organize the data using their intense skills. And my slogan is “I am available”
DUONG NGUYEN GIA KHANH
"MONEY IS ALL I THINK ABOUT"
"About myself, I want to be a data scientist in the future because the job opportunities are very promising. Moreover, the salary is also part of the reason why I want to be a data scientist. As long as I work hard to accumulate experience, I think it is possible to have a high salary. "
NGUYEN MINH HIEU
"BUMCHAKKALAKKA"
I also want to be a data scientist because I like the challenges that this profession brings. On the other hand, I also need to learn and develop the needed skills, which is highly important, if I want to become a successful data scientist.
TRAN QUOC ANH
"DON'T MAKE IT COMPLICATED"
"Unlike the rest of the world, I want to become a Data Engineer because deep inside I know I don't have much interest in Studying. I want to make something that can be directly seen and exists as a result. Even people alway see Data Engineer as the second class citizen but I feel this job will bring me a lot of joy."
NGUYEN TRUNG KIEN
Refferences
- Cousera 2021, “What Is a Data Engineer?: a Guide to This In-Demand Career,” Coursera, viewed <https://www.coursera.org/articles/what-does-a-data-engineer-do-and-how-do-i-become-one>.
- Woodie, A 2020, “Demand for Data Engineers up 50%, Report Says,” Datanami, viewed <https://www.datanami.com/2020/02/12/demand-for-data-engineers-up-50/>.
- Minh, N 2020, “Data Scientist and Big Data Engineer most demanded positions in Vietnam in 5 years,” hanoitimes.vn, viewed 18 October 2021 <http://hanoitimes.vn/data-scientist-and-big-data-engineer-most-demanded-positions-in-vietnam-in-5-years-311168.html>.
- Linkedin 2016, “The State of Data Engineering | Stitch Benchmark Report,” Stitch, viewed <https://www.stitchdata.com/resources/the-state-of-data-engineering/>.
- Phan, L 2021, “Big Data là gì và các cơ hội nghề nghiệp trong tương lai?,” TopDev, viewed 18 October 2021, <https://topdev.vn/blog/big-data-va-data-engineer/>.
- research@theseattledataguy.com 2021, “9 Challenges That Data Engineers Face - Data Engineering Consulting,” Seattle Data Guy, viewed 18 October 2021, <https://www.theseattledataguy.com/9-challenges-that-data-engineers-face-data-engineering-consulting/#page-content>.
- Deoras, S 2021, “Are Data Engineering Jobs Getting More Popular Than Data Science Jobs?,” Analytics India Magazine, viewed 18 October 2021, <https://analyticsindiamag.com/are-data-engineering-jobs-getting-more-popular-than-data-science-jobs/>.
- White, SK 2018, “What is a data engineer? An analytics role in high demand,” CIO, viewed <https://www.cio.com/article/3292983/what-is-a-data-engineer.html>.
- Vietnam Works 2021, “Mức lương cho vị trí Data Engineer | VietnamWorks,” www.vietnamworks.com, viewed 18 October 2021, <https://www.vietnamworks.com/muc-luong/Data-Engineer-sk>.
- Anh, H 2021, “Kỹ sư Việt Nam chiến thắng trên nền tảng thi AI uy tín nhất thế giới, giành phần thưởng 30.000 USD,” Báo Nhân Dân, viewed 18 October 2021, <https://nhandan.vn/thong-tin-so/ky-su-viet-nam-chien-thang-tren-nen-tang-thi-ai-uy-tin-nhat-the-gioi-gianh-phan-thuong-30-000-usd-657020/>.
- Botelho, B “What is a Data Scientist? What Do They Do?,” SearchEnterpriseAI, viewed 19 October 2021, <https://searchenterpriseai.techtarget.com/definition/data-scientist?fbclid=IwAR3DGx4jGZbXsxzKK985y--SaQfHplME7BFxMXF34TtZv863zXNLSBHl0IQ>.
- Vietnamwork “Nhu cầu nhân sự và mức lương ngành Data Science, công nghệ Big Data tại Việt Nam,” ISB, viewed 19 October 2021, <https://insight.isb.edu.vn/nhu-cau-nhan-su-va-muc-luong-nganh-data-science/?fbclid=IwAR287_Du6nrT2Pb9OBnNGFZ7MJTYt12ZLLpHLAKIq8gdIYxWS3QqSYf2u3E>.
- “Mức lương data scientist hiện nay | Timviec365.vn” timviec365.vn, viewed 19 October 2021, <https://timviec365.vn/ssl/luong-data-scientist-s264.html>.
- L.B , N 2017, “Data Scientist là gì? Cách trở thành Data Scientist?,” ITviec, viewed 19 October 2021, <https://itviec.com/blog/data-scientist-la-gi/?fbclid=IwAR0pb1TnI7KEEuQibQ7lhpWPruq0F6Iw9lfPbG9ROU1U2e3fK4NNa_YWg_s>.
- Morgan, J “Best data scientists in the world | cnvrg.io,” cnvrg.io, viewed 19 October 2021, <https://cnvrg.io/best-data-scientists/?fbclid=IwAR2qQTiXL-VjIs91LNCTR6sbeffrIhVApS8qcrrqrT2PqmseHqrHVQGUxxg>.
Any question?
Thanks for your attention
Do you have any question?
USA
3.300
DATA ENGINEERS
36.73
PER 1 MILLION PROFILES IN LINKEDIN
10.21
PER 1 MILLION PROFILES OF TOTAL POPULATION
CANADA
15.97
PER 1 MILLION PROFILES IN LINKEDIN
160
DATA ENGINEERS
4.16
PER 1 MILLION PROFILES OF TOTAL POPULATION
CHINA
24.37
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
0.09
PER 1 MILLION PROFILES OF TOTAL POPULATION
INDIA
37.88
PER 1 MILLION PROFILES IN LINKEDIN
780
DATA ENGINEERS
0.61
PER 1 MILLION PROFILES OF TOTAL POPULATION
14.67
PER 1 MILLION PROFILES IN LINKEDIN
90
DATA ENGINEERS
3.74
PER 1 MILLION PROFILES OF TOTAL POPULATION
AUSTRALIA
3 COUNTRIES IN EUROPE
FRANCE
GERMANY
UK
PER 1 MILLION PROFILES IN LINKEDIN
570
DATA ENGINEERS
8.76
PER 1 MILLION PROFILES OF TOTAL POPULATION
39.93
32.72
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
1.47
PER 1 MILLION PROFILES OF TOTAL POPULATION
18.86
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
31.86
PER 1 MILLION PROFILES OF TOTAL POPULATION
DATA'JOB
KIEN
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Transcript
University Logo
JOBs IN DATA MAJOR
EVETHINGS IS DATA
Advisor: NGUYEN THI THANH SANG Student: NGUYEN TRUNG KIENDUONG NGUYEN GIA KHANHNGUYEN MINH HIEUPHAM QUANG TUONGTRAN QUOC ANH
“Data is a precious thing and will last longer than the systems themselves.”
Tim Berners-Lee
University Logo
DATA SCIENTIST
THE SEXIEST JOB OF THE 21ST CENTURY
Index
EXPLORE THE WORLD OF DATA SCINETIST.
01. DEFINITION
02. DEMAND
03. CAREER OPPORTUNITIES
04. NEEDED SKILLS
05. SALARY
06. CHALLENGES
07. PARTICULAR DATA SCIENTIST
DATA EGINEER
01. definition:
WHAT IS DATA SCIENTIST ?
A data scientist is a professional responsible for collecting, analyzing and interpreting extremely large amounts of data.
02. demand:
WHAT THE WORLD NEED!
REMARKABLE THINGS
28% Demand increase by 2020
4,524 Jobs opening
$120,931 Base Salary
#1 Job in America from 2016 -2018
03. Career opportunities:
WHAT WE CAN GET FROM IT
In the world, you can find data scientists everywhere, insurance companies, credit unions, technology companies,...
In Vietnam, Data Sciencetist is not a strange industry to the technology community.
04. needed skills:
SKILL WE NEED TO ACQUIRE
05.SALARY
HOW MUCH MONEY WE CAN GET FROM IT ?
In the world, careers in data science often offer salaries that are much higher than the national average. For Data Scientist jobs in Viet Nam , the current popular salary ranges from 13-25 million VND per month.
06. Challenges:
THE DIFFICULTIES IN DATA SCIENTIST
While they are often hired to make sense of large systems of information, they are not necessarily always given specific questions to ask for directions to take their research.
07. Particular data scientist:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
NGUYEN HOAN
Yann LeCun
University Logo
DATA ENGINEER
The fuTURE OF DATA WAREHOUSING?
Index
EXPLORE THE WORLD OF DATA ENGINEER:
01. DEFINITION
02. DEMAND
03. CAREER OPPORTUNITIES
04. NEEDED SKILLS
05. SALARY
06. CHALLENGES
07. PARTICULAR DATA SCIENTIST
08. FAMOUS COMPANIES
Refferences
01. definition
WHAT IS DATA ENGINEER?
Data engineering is the practice designing and building systems for collecting, storing, and analyzing data at scale.
02. DEMAND:
WHAT THE WORLD NEED!
- According to The Dice 2020 Tech Job Report, Data Engineer is the fastest growing job in Technology in 2019
- In Vietnam, according to the Hanoitimes,with a shortage of high-quality human resources, information technology
FASTEST GROWING TECH OCCIPATIONS
Back End Developer
Senior Data Scientist
Front End Developer
*The data was collected in 2018
03. Career opportunities:
Lorem ipsum dolor sit amet
In the world of big data, every job works together in order to understand the data collected and make the best use of it for the business.
Especially in the United States, the amount of Data Engineers is accounting for 50%
In Vietnam when the 4.0 technology starts, people only think about collected data, so it will be slower on surface data, which the more we have, the stronger we are in terms of insight.
04.Need skills:
SKILLS WE NEED TO ACQUIRE.
Data engineers require experience in software engineering, programming languages, and a firm grip on core technical skills.
05. salary:
HOW MUCH MONEY WE CAN GET FROM IT?
According to Glassdoor, the average salary for a data engineer is $137,776 per year, with a reported salary range of $110,000 to $155,000 (Depending on skills, experience and location)
In Vietnam, according to the statistics of vietnamwork.com updated in 17/10/2021, the average salary for a data engineer is 1,352$ per month
06. Challenge:
There are 9 common challenge that Data Engineer need to face to is:
06. Challenge:
There are 9 common challenge that Data Engineer need to face to is:
07. Particular data engineer:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
Next
Francisco Rius
07. Particular data engineer:
FAMILAR FACES OF DATA SCIENTIST IN VIET NAM AND THE WORLD
FAMILAR FACES OF DATA SCIENTIIn Vietnam, Zalo app has just won the Champion at the "Show US the Data" contest organized by the Coleridge Initiative (New York University) on KaggleST IN VIET NAM AND THE WORLD.
Nguyen Quan Anh Minh (AI Engineer)
Nguyen Tuan Khoi (Data Engineer)
08. Famous companies:
THE LEADER DATA COMPANIES.
Data is one of the most crucial assets for any organization. From healthcare to financial firms, every industry has begun to recognize the need for data-driven business operations
Next
08. Famous companies:
THE LEADER DATA COMPANIES.
COMPANIES IN VIET NAM
Revenue: $514,000,000
18,000 employees
"I'am availible"
"With me, I determined what I will follow in the future when I was studying in high school and I will become a Data Scientist. Data Scientist is helping businesses to know their customers more closely so that they can serve them better. Data Scientists are the superheroes of today's businesses, who collect, cleanse, and organize the data using their intense skills. And my slogan is “I am available”
DUONG NGUYEN GIA KHANH
"MONEY IS ALL I THINK ABOUT"
"About myself, I want to be a data scientist in the future because the job opportunities are very promising. Moreover, the salary is also part of the reason why I want to be a data scientist. As long as I work hard to accumulate experience, I think it is possible to have a high salary. "
NGUYEN MINH HIEU
"BUMCHAKKALAKKA"
I also want to be a data scientist because I like the challenges that this profession brings. On the other hand, I also need to learn and develop the needed skills, which is highly important, if I want to become a successful data scientist.
TRAN QUOC ANH
"DON'T MAKE IT COMPLICATED"
"Unlike the rest of the world, I want to become a Data Engineer because deep inside I know I don't have much interest in Studying. I want to make something that can be directly seen and exists as a result. Even people alway see Data Engineer as the second class citizen but I feel this job will bring me a lot of joy."
NGUYEN TRUNG KIEN
Refferences
Any question?
Thanks for your attention
Do you have any question?
USA
3.300
DATA ENGINEERS
36.73
PER 1 MILLION PROFILES IN LINKEDIN
10.21
PER 1 MILLION PROFILES OF TOTAL POPULATION
CANADA
15.97
PER 1 MILLION PROFILES IN LINKEDIN
160
DATA ENGINEERS
4.16
PER 1 MILLION PROFILES OF TOTAL POPULATION
CHINA
24.37
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
0.09
PER 1 MILLION PROFILES OF TOTAL POPULATION
INDIA
37.88
PER 1 MILLION PROFILES IN LINKEDIN
780
DATA ENGINEERS
0.61
PER 1 MILLION PROFILES OF TOTAL POPULATION
14.67
PER 1 MILLION PROFILES IN LINKEDIN
90
DATA ENGINEERS
3.74
PER 1 MILLION PROFILES OF TOTAL POPULATION
AUSTRALIA
3 COUNTRIES IN EUROPE
FRANCE
GERMANY
UK
PER 1 MILLION PROFILES IN LINKEDIN
570
DATA ENGINEERS
8.76
PER 1 MILLION PROFILES OF TOTAL POPULATION
39.93
32.72
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
1.47
PER 1 MILLION PROFILES OF TOTAL POPULATION
18.86
PER 1 MILLION PROFILES IN LINKEDIN
120
DATA ENGINEERS
31.86
PER 1 MILLION PROFILES OF TOTAL POPULATION