Artificial intelligence(AI) has become a prominent buzzword in business circles in today’s technically advanced world.
Before delving into the subject matter of this article, let us discover the essential skills of an AI developer.
Essentially, an AI developer needs to have the following skills:
Data Science
Everything starts with data science. An AI professional should know how to handle data and analyze it.
Therefore, a statistics background is essential.
Machine Learning and Deep Learning
You will often find the terms being used in the context of AI. But did you try to figure out what they mean?
Machine Learning involves algorithms that can help learn how to perform tasks by generalizing from examples.
In other words, Machine Learning algorithms discover a way to solve a problem by making predictions with the help of the available data in the absence of clear instructions.
On the other hand, Deep Learning is a subset of Machine Learning. In Deep Learning, the developers use particular kinds of models and neural networks based on the structure of the human brain.
Python, R, and Java
AI developers need to know at least —the Python, R, and Java–languages to work with data. The need to know at least one of these languages arises from the necessity to deal with complex data scenarios.
Out of these languages, Python is regarded as the leader, while the other two are also popular programming languages in the AI domain.
Choosing the Right AI Consulting Company
The advantage of knowing the essential skill set is that it can help you to find it much easier to discuss things with your prospective AI consulting firm.
But do not assume that you need in-depth technical knowledge to know the skill set. Such knowledge is not necessary.
When you have an idea of the skill sets, you can figure out how the skills are applied in the AI domain.
Choosing the Right AI Consulting Firm
After delving into the details of AI professionals, let us now proceed to extract the ways of choosing the right artificial intelligence consulting company.
When you discuss your project with your prospective AI consulting company, you need to examine how they come up with a solution.
There can be two scenarios:
- Your Problem is Hazy
Your problem could be unclear, and you do not have the slightest hint to solve it. In this scenario, the AI company needs to propose an effective solution to show you the way.
In contrast, if you see them asking you to diagnose the problem and proposing the corresponding solution, you should dump that company and start looking for another one.
An AI company can be regarded as an expert that should be able to guide you through the problem-solving process.
2. You Know the Problem and Can Suggest a Solution
In the other scenario, you approach an AI consulting firm with a well-defined problem and, at the same time, can suggest a solution.
Even then, the company should not start working on your idea. Instead, the firm should assess your problem and figure out a better solution to solve your problem.
After assessing their problem-solving capabilities, it is time to assess their experience level.
Given the consequential benefits, it is a good idea to avail the services of an experienced AI consulting firm.
Therefore, determine for how long the company has been in business–the longer is the better. And, things do not end here.
You should further your assessment by evaluating the team members working on your project’s competency levels. Make sure that the team members are experienced and competent to handle your project effectively.
Conclusion
Therefore, you should refrain from hiring an AI consultant straightaway. Instead, ensure that it is competent enough to handle your project. And stay away from incompetent companies. Hiring them means jeopardizing your project results.
