Edge Computing
The practice of capturing, storing,
processing, and analyzing data close to the client, where the data is
generated, rather than in a centralized data-processing warehouse, is known as
edge computing.
By 2024, the global market for edge
computing is expected to reach $250 billion, according to IDC.In the United
States, a cloud engineer can expect to earn anywhere from 104,000 to 147,000
dollars per year.It can go as high as 30 LPA in India, from 12 LPA.
According to Indeed.com, there are
130,000 open positions for Cloud Engineers in the United States.There are more
than 30,000 open positions for cloud engineers in India.
Internet of Behaviors
Internet of Behaviors Have you ever
been in a conversation with a friend about a particular product only to receive
an instantaneous advertisement for that product?
You are not alone if that has happened
to you.This kind of marketing aims to sell the right product to the right
people at the right time!
The analysis of behavioral data
gathered from IOT devices all around us is referred to as the Internet of Behavior,
or IoB.IoT devices include Alexa, Google HomePod, and even your smartphones.
By 2023, about 40% of people will be
tracked by IOT devices, according to Gartner.In India, an IOT engineer can earn
anywhere from 5 LPA to 16 LPA, according to Glassdoor.Predictive analytics is a
subset of data analytics that aims to make predictions about future outcomes
based on historical data and analytics techniques like statistical modeling,
machine learning, and business intelligence. The average annual salary in the
United States is between 110,000 and 140,000 dollars.
HyperAutomation
Would you believe me if I told
you in a many times AI would be given equal rights as humans? It’s formerly
passing, have you heard about Sophia? She’s a creatural robot which is powered
by AI. She has her own studies, feelings, can see and speak like humans, in
2017 she was granted legal citizenship in Saudi Arabia.
HyperAutomation involves the use
of multiple technologies like Artificial intelligence( AI), Machine literacy
and robotization technologies similar as Robotic Process robotization( RPA) to
automate as numerous business processes as possible.
According to business line,
Seventy percent of RPA professionals say their association will hire further
inventors in the coming time. According to Forbes, the use of AI in numerous
sectors of business has grown by 270 over the last four times.
Snowflake
Snowflake is a cloud-based data
warehouse that integrates with a wide variety of software, services, and
computing platforms to collect data.The fact that Snowflake can scale compute
and storage independently sets it apart from other systems!More than 4,900
people use Snowflake, including 212 of the Fortune 500, and the job portals
have a lot of open positions.In India, the annual salary for a Snowflake
Datawarehouse Engineer is 15 lakhs, while it is 125,000 dollars in the United
States.
Cybersecurity
Cybercrimes have skyrocketed in recent years.Twitter was hacked
in 2021, and Bitcoins were obtained through its use.What do you think is wrong
with this?
This is the president of the United States' Twitter account.This
message was posted from it after it was compromised.
In 2021 alone, cyber threats caused damages totaling a
staggering $6 trillion, making it the single largest economic catastrophe in
history.
Cybersecurity is predicted to reach $125 billion by 2025, according
to a report that focuses solely on the healthcare industry.
Blockchain
Since a few years ago, the term
"blockchain" has become a buzzword.Most people are aware that
cryptocurrencies are the only possible application for Blockchain.
However, comparing Blockchain to cryptocurrencies
is analogous to stating that smartphones can only be used for
calling.Blockchain is now used in a variety of fields, including healthcare,
insurance, finance, and more.In fact, Blockchain is now used in popular games
like Axie Infinity!
In the Global Survey conducted by
Delloitte, 45% of emerging disruptors have already implemented blockchain in
production.
By 2025, Gartner predicts that the
business value generated by blockchain will reach $176 billion and $3.1
trillion, respectively.
Predictive Analytics
Forbes estimates that the field of
data science will expand by about 28% annually through 2026.By the year 2025,
70% of businesses will use predictive analytics, according to Gartner.
The annual average salary for a data
scientist in the United States is 111,000 dollars, while the annual average
salary in India is 11 lakhs.
Devops
Devops a collection of programs known as the Simian
Army in order to implement Devops. Devops is a way of thinking that involves
shaping your IT processes and organizational structures to promote:
• business value;
• software quality;
• continuous improvement.
These programs caused issues like
randomly shutting down servers and intentionally causing latency issues between
services, among other things.As a result, their team was able to implement the
DevOps principles and create fault-tolerant and scalable systems.
Both the data engineering workflow and
the machine learning workflow can be automated using the same Devops
principles.MLOps and DataOps refers to this brand-new convergence of devops,
machine learning, and data engineering.
In India, the median salary for a
MLOps or DataOps Engineer is 9 lakhs, while in the United States, the highest
salary can reach 140,000 dollars per year.
AI as a Service Companies
AI as a service Have you seen Superman
yet?The movie has a budget of $300 million.According to an article in Verge, a
college graduate was able to achieve the same effect using AI on a 500$ PC! It
used expensive VFX to edit out Henry Canvil's moustache because he had to keep
it for his other movie projects.
AI as a service was introduced to
simplify the technology and make it accessible to everyone.Therefore, everyone
can now utilize AI without investing in costly hardware.
The United States has more than 50,000 open positions, according to Indeed.com.In a similar vein, India has more than 15,000 jobs.In India, the average salary for an AI engineer is 10 LPA, according to Glassdoor.
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