At the top ten highest paying companies for AI talent, the average salary easily surpasses $200,000.
Clearly, there are a lot of reasons to join this booming industry.
Full disclosure: I work with Springboard,which offers an AI bootcamp with job guarantee.
Description
First, lets be very clear about what artificial intelligence work is and isnt.
Feel free to skip this section if you think youve got a handle on it.
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Artificial intelligence is an incredibly broad term it involves anaspirational driveto replicate human learning and behavior in machines.
How do we cut through the hype?
Lets talk first about a specific element of artificial intelligence that is actionable and well-compensated: machine learning.
The critical distinction is that deep learning will operate through multiple layers of feedback.
This is perhaps best illustrated with the simplest deep learning model: the perceptron, illustrated above.
Why does this matter?
Artificial intelligenceis the broad aspiration of granting machines human-like learning and reasoning.
Much of it is a theory at this point, rather than something practical and implementable.
In practice, in production, the number of layers and calculations performed is exponentially high.
Long-term prospects
Lots of people question the long-term prospects of work in artificial intelligence or machine learning.
After all, wont that work be automated along with everything AI else will automate?
ATMs are correlated with anincrease in bank tellers.
Yet, ATMs may be responsible for long-term structural unemployment.
The future, as ever, is murky.
This article dives deeper intothe split between data analyst and data scientist roles.
The difference can be quite material.
In the United States, the average salary for data analysts is about$60,000.
The average data scientist will earn about$30,000 more a year.
Youll often work with tools like Python, Pandas, Scikit-Learn, TensorFlow and Spark.
The ability to use statistical inferenceto quickly evaluate whether or not a model is working.
Domain-level knowledge and the ability to communicate insightsfrom data to business stakeholders.
Learning TensorFlow
Working with TensorFlow will be an important part of understanding and implementing artificial intelligence models.
This website offers a bunch of beginner-level tutorials that can help you quickly understand this powerful deep learning framework.
Ask HN: Who is hiring?
Just ctrl+f for machine learning engineer or data scientist roles with different companies.
AngelList
AngelList is a repository of startup jobs, and there are several listings for machine learning jobs.
Look around and apply with one click.
There are often positions for machine learning engineers as well.
Artificial Intelligence Job Board | icrunchdata
This AI job board curates some opportunities in the field.
Then youre going to have to interview.
Thisinterview guide to data science roleswill help with more comprehensive information.
Youll want to practice interview questions with lists such as thesemachine learning questions.
